diff --git a/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Atherosclerosis.json b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Atherosclerosis.json new file mode 100644 index 0000000000000000000000000000000000000000..4c746caafd2163e74ed8a41ab6dccf9f3fbb627d --- /dev/null +++ b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Atherosclerosis.json @@ -0,0 +1,519 @@ +{ + "significant_genes": { + "Variable": [ + "AADAT", + "A1BG", + "AA06", + "ABCB1", + "AASDH", + "ABCG1", + "AAGAB", + "AADACL2", + "AARS2", + "ABHD17C", + "ABCC11", + "ACOT8", + "AAK1", + "ABCA5", + "ABCC5", + "ABCC3", + "ABHD14B", + "ABCF1", + "ACKR3", + "ABCC6P1", + "A2MP1", + "ACER3", + "A1BG-AS1", + "ABHD12B", + "ACOT4", + "ADAM11", + "ABHD15", + "ABHD2", + "ABCA17P", + "ABCG8", + "ABHD1", + "ABRAXAS1", + "ABHD17B", + "ADAMTS9", + "A1CF", + "ACO1", + "ABCC4", + "ADPGK", + "ACSF3", + "AASDHPPT", + "ACOD1", + "ABHD12", + "ABTB3", + "ACAA2", + "ACTR3", + "ACSM2A", + "ADD1", + "ACOT12", + "ACSS3", + "ABHD10", + "ACBD6", + "ACP3", + "ADAM1A", + "AHSA2P", + "ACTA2", + "AFG2A", + "ACTG1", + "ACAD9", + "ADH4", + "ACAD10", + "ACBD5", + "ADAD2", + "ADAP2", + "ACAP3", + "AFF3", + "ABL2", + "ADAMTS14", + "ACTG1P4", + "ABLIM2", + "ABHD13", + "ABTB2", + "ADGRD1", + "ACTR2", + "AGAP3", + "ACSL6", + "ACAD11", + "ACKR1", + "ABI2", + "ABHD16B", + "ABCB8", + "ADAMTS10", + "ABCA9", + "ABCC13", + "ACMSD", + "AKAP13", + "AFDN", + "ACTL10", + "ADCY4", + "ACE", + "ADCY1", + "ADCY5", + "ACOT6", + "ADAMTSL4", + "ADAMTSL5", + "ADAM33", + "ACY3", + "ANKS4B", + "CFAP184", + "ADI1", + "ACSM2B", + "AGMAT", + "ADGRG6", + "AVIL", + "ADARB1", + "AGAP2", + "ADAMTS8", + "ACP6", + "ACADSB", + "ADD2", + "ADCY10P1", + "ADAMTS15", + "CFAP107", + "ABI3", + "ACOXL", + "ACVR2B", + "AFAP1-AS1", + "ADAM22", + "ACTL9", + "ADSS2", + "ACP4", + "AKT1S1", + "ADNP", + "ADGRG5", + "ATAD2B", + "ALS2CL", + "ACTRT2", + "AHNAK", + "ACSL5", + "ACTN1", + "ASB14", + "AOPEP", + "ADAT2", + "ANKRD35", + "ADAM23", + "ADM5", + "ARX", + "HSD17B14", + "ANO5", + "AKAP10", + "ADAM12", + "BPNT1", + "BANK1", + "ADTRP", + "C6orf147", + "GEMIN7", + "ATP6AP1L", + "CLDN11", + "ANGPTL6", + "AGO1", + "ARHGAP28", + "ANKEF1", + "AGFG1", + "CRYZL1", + "ACTRT3", + "ARHGEF11", + "ARL8A", + "ADAT3", + "AKR1C6P", + "ABHD18", + "FSBP", + "ARPIN", + "BARD1", + "ANO7", + "BACE1", + "HLA-DPB1" + ], + "Coefficient": [ + 0.17547050720265178, + 0.1431431340587447, + 0.12104953065310414, + -0.1079200407846132, + -0.0954925651728222, + -0.07850949674739932, + -0.07747809382899583, + -0.07617954345078194, + -0.07308545202098424, + 0.06109832459978701, + -0.0514619374926223, + 0.05053167024286235, + 0.050458623871513404, + 0.047909728128031695, + 0.04553323305580867, + -0.037972109050624044, + -0.03458486278727088, + -0.034276755288195085, + -0.031109259409443188, + 0.029591047346569532, + -0.028041390666853967, + -0.027815516369277038, + 0.027581843808134672, + 0.027294538103209566, + -0.027239431270478405, + -0.025113605009913206, + -0.024557783927820355, + 0.023359628223665305, + -0.021477928040455514, + -0.021420988989782633, + 0.020794217885478933, + 0.02077067008257997, + -0.020722871833710677, + 0.020160416767846807, + 0.019674754559310934, + -0.019242388380802097, + 0.018588726588768364, + 0.01634703205846991, + -0.015544840231314607, + 0.014978475819906531, + 0.014932678353691447, + 0.014559143434512596, + 0.014211670544710862, + -0.013866177541074706, + -0.013390855754917354, + 0.013126362047068345, + -0.012915949506639456, + -0.012473853755785207, + -0.011679762522643057, + -0.011652546400910312, + 0.011444908064464063, + 0.010708812918704975, + -0.010320549985753758, + 0.009791434234011688, + -0.009734388398631706, + 0.009652192558762472, + -0.00957638849704168, + -0.008405908157539348, + -0.008066917488697475, + -0.007426532085603094, + 0.007216207091032152, + -0.0071965897256191175, + 0.007172887702927677, + -0.007026811910498797, + -0.006907723224461458, + -0.00680673384958536, + 0.006784811475230568, + 0.006632622142743179, + 0.0064343409554229935, + -0.006285408980948062, + 0.00626844651996209, + -0.006218682424103277, + 0.006142339365908906, + 0.006051029961160054, + 0.005539196563608551, + 0.005497523305509096, + 0.005256620120497233, + 0.005185338106052929, + 0.00517574228222332, + 0.004937561437959224, + 0.0046960257686691894, + 0.004499688255336792, + 0.004320415883418328, + 0.004302568041472847, + 0.004192338077180056, + -0.004148517779062472, + 0.004138312189792435, + 0.00406083122854255, + 0.0040505087359727, + 0.004008190964893318, + -0.003955595780246342, + -0.003942296755377906, + -0.003912404341373673, + -0.003795719472872276, + -0.003615103688317002, + -0.0034236147303180076, + 0.0034124311437153418, + -0.0031497854278700276, + -0.003025680427511555, + -0.002836533119726123, + 0.0027735841488702954, + -0.0024852616796965706, + -0.002433569536372954, + -0.0023191556033649837, + 0.0022669515902706367, + -0.0019964695679336726, + 0.0019528706010487336, + 0.0019132147244590957, + 0.0018281062853496754, + -0.0017681152945511714, + 0.0017459081742381233, + 0.0016819763280671372, + 0.0016774439486082215, + -0.001623942996854826, + 0.0015545422100220494, + 0.0014071839160829627, + -0.0014014903797333637, + -0.0013318396755137248, + 0.0013069956103428833, + -0.0013056995749517971, + -0.0012669324068956067, + -0.0012460984613412262, + -0.001166820993371814, + -0.0011045527192555342, + 0.0010711459431242164, + 0.0009866665637197395, + 0.0009515102792271468, + 0.0008660751644373047, + 0.0007679863681912135, + 0.000675624831545386, + -0.0006696217078216759, + -0.0006557146652005634, + 0.0006511324021470751, + 0.0006328664758895496, + -0.0006314664969216513, + -0.000596673504726517, + -0.0005234370044560362, + -0.0004181643573771342, + -0.00041650291857952035, + 0.00040615527060361233, + -0.0003341368881149024, + -0.00032565101257993594, + 0.00032200773053876937, + 0.00029028303509717274, + 0.000271764537688581, + 0.00026484704058961773, + -0.0002471546830507602, + 0.00023019757349974397, + -0.0001336657454414593, + -9.214444984479624e-05, + 9.107353248761323e-05, + -6.737008737490156e-05, + 6.715704067030284e-05, + -6.520876122068741e-05, + 6.0841912995827766e-05, + -5.639193822862877e-05, + -4.87961911808517e-05, + -4.087716983390249e-05, + -3.906866072601866e-05, + -1.646597019891939e-05, + 1.0273309447237816e-05, + -6.5139451953469855e-06, + 5.738804484408418e-06, + -2.7701635528076024e-06, + -1.4117477877851222e-06 + ], + "Absolute Coefficient": [ + 0.17547050720265178, + 0.1431431340587447, + 0.12104953065310414, + 0.1079200407846132, + 0.0954925651728222, + 0.07850949674739932, + 0.07747809382899583, + 0.07617954345078194, + 0.07308545202098424, + 0.06109832459978701, + 0.0514619374926223, + 0.05053167024286235, + 0.050458623871513404, + 0.047909728128031695, + 0.04553323305580867, + 0.037972109050624044, + 0.03458486278727088, + 0.034276755288195085, + 0.031109259409443188, + 0.029591047346569532, + 0.028041390666853967, + 0.027815516369277038, + 0.027581843808134672, + 0.027294538103209566, + 0.027239431270478405, + 0.025113605009913206, + 0.024557783927820355, + 0.023359628223665305, + 0.021477928040455514, + 0.021420988989782633, + 0.020794217885478933, + 0.02077067008257997, + 0.020722871833710677, + 0.020160416767846807, + 0.019674754559310934, + 0.019242388380802097, + 0.018588726588768364, + 0.01634703205846991, + 0.015544840231314607, + 0.014978475819906531, + 0.014932678353691447, + 0.014559143434512596, + 0.014211670544710862, + 0.013866177541074706, + 0.013390855754917354, + 0.013126362047068345, + 0.012915949506639456, + 0.012473853755785207, + 0.011679762522643057, + 0.011652546400910312, + 0.011444908064464063, + 0.010708812918704975, + 0.010320549985753758, + 0.009791434234011688, + 0.009734388398631706, + 0.009652192558762472, + 0.00957638849704168, + 0.008405908157539348, + 0.008066917488697475, + 0.007426532085603094, + 0.007216207091032152, + 0.0071965897256191175, + 0.007172887702927677, + 0.007026811910498797, + 0.006907723224461458, + 0.00680673384958536, + 0.006784811475230568, + 0.006632622142743179, + 0.0064343409554229935, + 0.006285408980948062, + 0.00626844651996209, + 0.006218682424103277, + 0.006142339365908906, + 0.006051029961160054, + 0.005539196563608551, + 0.005497523305509096, + 0.005256620120497233, + 0.005185338106052929, + 0.00517574228222332, + 0.004937561437959224, + 0.0046960257686691894, + 0.004499688255336792, + 0.004320415883418328, + 0.004302568041472847, + 0.004192338077180056, + 0.004148517779062472, + 0.004138312189792435, + 0.00406083122854255, + 0.0040505087359727, + 0.004008190964893318, + 0.003955595780246342, + 0.003942296755377906, + 0.003912404341373673, + 0.003795719472872276, + 0.003615103688317002, + 0.0034236147303180076, + 0.0034124311437153418, + 0.0031497854278700276, + 0.003025680427511555, + 0.002836533119726123, + 0.0027735841488702954, + 0.0024852616796965706, + 0.002433569536372954, + 0.0023191556033649837, + 0.0022669515902706367, + 0.0019964695679336726, + 0.0019528706010487336, + 0.0019132147244590957, + 0.0018281062853496754, + 0.0017681152945511714, + 0.0017459081742381233, + 0.0016819763280671372, + 0.0016774439486082215, + 0.001623942996854826, + 0.0015545422100220494, + 0.0014071839160829627, + 0.0014014903797333637, + 0.0013318396755137248, + 0.0013069956103428833, + 0.0013056995749517971, + 0.0012669324068956067, + 0.0012460984613412262, + 0.001166820993371814, + 0.0011045527192555342, + 0.0010711459431242164, + 0.0009866665637197395, + 0.0009515102792271468, + 0.0008660751644373047, + 0.0007679863681912135, + 0.000675624831545386, + 0.0006696217078216759, + 0.0006557146652005634, + 0.0006511324021470751, + 0.0006328664758895496, + 0.0006314664969216513, + 0.000596673504726517, + 0.0005234370044560362, + 0.0004181643573771342, + 0.00041650291857952035, + 0.00040615527060361233, + 0.0003341368881149024, + 0.00032565101257993594, + 0.00032200773053876937, + 0.00029028303509717274, + 0.000271764537688581, + 0.00026484704058961773, + 0.0002471546830507602, + 0.00023019757349974397, + 0.0001336657454414593, + 9.214444984479624e-05, + 9.107353248761323e-05, + 6.737008737490156e-05, + 6.715704067030284e-05, + 6.520876122068741e-05, + 6.0841912995827766e-05, + 5.639193822862877e-05, + 4.87961911808517e-05, + 4.087716983390249e-05, + 3.906866072601866e-05, + 1.646597019891939e-05, + 1.0273309447237816e-05, + 6.5139451953469855e-06, + 5.738804484408418e-06, + 2.7701635528076024e-06, + 1.4117477877851222e-06 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 86.66666666666666, + "precision": 53.33333333333333, + "recall": 60.0, + "f1": 56.0 + }, + "selection": { + "precision": 0.8295206278204418, + "recall": 2.857142857142857, + "f1": 1.2838131367105343, + "jaccard": 0.6466049092519894 + } + } +} \ No newline at end of file diff --git a/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Atrial_Fibrillation.json b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Atrial_Fibrillation.json new file mode 100644 index 0000000000000000000000000000000000000000..50ada4877e27c45546ecd285a3b20c83c78013b7 --- /dev/null +++ b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Atrial_Fibrillation.json @@ -0,0 +1,300 @@ +{ + "significant_genes": { + "Variable": [ + "A1CF", + "AASDH", + "AAK1", + "ABCB1", + "ABHD17B", + "ADPGK", + "A1BG", + "AA06", + "ABCB10", + "AADAT", + "AOPEP", + "ADAMTS14", + "ABCA9", + "ABCA17P", + "ABHD14B", + "ACAD11", + "ADAT2", + "ADAM12", + "ABCC5", + "ADCY1", + "ABTB1", + "ARHGAP1", + "ABCB8", + "ABHD4", + "ANXA1", + "C1QTNF7", + "FAHD2CP", + "ADAMTS6", + "DR1", + "ABHD16A", + "DCUN1D5", + "TMEM127", + "AP1G1", + "ASB3", + "MEAF6", + "MEAK7", + "ADAMTS12", + "WDFY2", + "ANKRD34A", + "ADAM33", + "COX3", + "MCHR1", + "CUL7", + "CENPO", + "BMP2K", + "AFF3", + "DBH-AS1", + "AKAP13", + "ACTA2", + "ACP3", + "ANKRD9", + "ACTR3", + "ERO1B", + "SUSD4", + "PRR19", + "CHEK1", + "MIR195", + "CHORDC1", + "IFT57", + "HECA", + "COL3A1", + "MTERF4", + "EMP2", + "ARHGEF11", + "DISP1", + "EBF4", + "ARL17A", + "TACC1", + "ABCF1", + "ACCS", + "CDC42EP3", + "PARD6G-AS1", + "AKIP1", + "PGBD1", + "H6PD", + "ABCC13", + "ARF1", + "ADCY5", + "DNAAF3", + "ADGRE2", + "ADORA3", + "CERS5", + "DNAJC14", + "APEX2", + "CHTF8", + "FBXW7", + "AKAP8L", + "CFLAR", + "ABI2", + "ARL17B", + "MIR497", + "MIR497HG" + ], + "Coefficient": [ + 0.11252674023730114, + -0.11046869437182753, + 0.09974944190127182, + -0.07073386875345622, + -0.06558014765026175, + 0.04961861244792637, + 0.04449268704305651, + 0.0403967222872057, + -0.03594405057427978, + 0.03554961435456949, + -0.03294846723388635, + 0.031947797324196586, + -0.029845926566863325, + -0.029037805402250053, + 0.025429011936134636, + 0.024330801097208043, + -0.023623143095800037, + 0.01955998653425224, + 0.017069341390389372, + 0.011544489483904928, + 0.011250002634564594, + 0.011128636243108243, + 0.0084423758417471, + -0.008263225133778054, + 0.007912222302545725, + -0.007744279198909925, + -0.006565942443028553, + -0.006083678404053686, + -0.005319175052671503, + 0.005122916290641045, + -0.004502709642552253, + 0.0043197834100468, + 0.004155220952397615, + 0.003966308273998121, + -0.003908563330408223, + 0.003892657486149985, + 0.0036488909213225184, + 0.0035952671533775373, + -0.003458370054475076, + -0.003031532892130314, + -0.002780946828732678, + 0.0026012167724647145, + -0.002387527739743359, + 0.0023695653724366394, + 0.002289548423094996, + 0.0022475874802120703, + 0.0020281082571294937, + 0.001979496736660461, + -0.0018781580890816396, + -0.0017511917596700903, + -0.0017262656384630258, + -0.0014210779054504802, + 0.0011687990899900654, + 0.0010878696857389725, + 0.0008922459623194593, + -0.0008609274513863665, + 0.0008278315192909269, + -0.0007957178342296116, + -0.0007708860274974433, + 0.0006911945523308404, + -0.0005582520994987098, + 0.0004903027744451301, + 0.0004690774077491253, + 0.0003751722947770621, + -0.0003417518244431126, + -0.00032028845924790187, + -0.00021109744243217874, + -0.0002017830330593897, + 0.0001641460643069777, + 0.00014925537783405315, + -0.00014730151374977072, + 0.0001275412663749318, + 0.00010764242284219362, + -0.0001049857778851662, + 8.651395824525923e-05, + 6.223530574641613e-05, + 6.125795002814281e-05, + -5.7687105448028285e-05, + -5.403493800724163e-05, + -3.9197629731321936e-05, + -2.6734945023823595e-05, + 2.5655785674176513e-05, + 9.56174234872036e-06, + 6.874291412970134e-06, + 1.5223717107728302e-06, + -1.0308813614016158e-06, + -8.652911451427234e-07, + 7.574863676394188e-07, + -3.007431567559939e-07, + -2.176837028534785e-17, + 3.662194004839926e-18, + 1.3251359885933944e-19 + ], + "Absolute Coefficient": [ + 0.11252674023730114, + 0.11046869437182753, + 0.09974944190127182, + 0.07073386875345622, + 0.06558014765026175, + 0.04961861244792637, + 0.04449268704305651, + 0.0403967222872057, + 0.03594405057427978, + 0.03554961435456949, + 0.03294846723388635, + 0.031947797324196586, + 0.029845926566863325, + 0.029037805402250053, + 0.025429011936134636, + 0.024330801097208043, + 0.023623143095800037, + 0.01955998653425224, + 0.017069341390389372, + 0.011544489483904928, + 0.011250002634564594, + 0.011128636243108243, + 0.0084423758417471, + 0.008263225133778054, + 0.007912222302545725, + 0.007744279198909925, + 0.006565942443028553, + 0.006083678404053686, + 0.005319175052671503, + 0.005122916290641045, + 0.004502709642552253, + 0.0043197834100468, + 0.004155220952397615, + 0.003966308273998121, + 0.003908563330408223, + 0.003892657486149985, + 0.0036488909213225184, + 0.0035952671533775373, + 0.003458370054475076, + 0.003031532892130314, + 0.002780946828732678, + 0.0026012167724647145, + 0.002387527739743359, + 0.0023695653724366394, + 0.002289548423094996, + 0.0022475874802120703, + 0.0020281082571294937, + 0.001979496736660461, + 0.0018781580890816396, + 0.0017511917596700903, + 0.0017262656384630258, + 0.0014210779054504802, + 0.0011687990899900654, + 0.0010878696857389725, + 0.0008922459623194593, + 0.0008609274513863665, + 0.0008278315192909269, + 0.0007957178342296116, + 0.0007708860274974433, + 0.0006911945523308404, + 0.0005582520994987098, + 0.0004903027744451301, + 0.0004690774077491253, + 0.0003751722947770621, + 0.0003417518244431126, + 0.00032028845924790187, + 0.00021109744243217874, + 0.0002017830330593897, + 0.0001641460643069777, + 0.00014925537783405315, + 0.00014730151374977072, + 0.0001275412663749318, + 0.00010764242284219362, + 0.0001049857778851662, + 8.651395824525923e-05, + 6.223530574641613e-05, + 6.125795002814281e-05, + 5.7687105448028285e-05, + 5.403493800724163e-05, + 3.9197629731321936e-05, + 2.6734945023823595e-05, + 2.5655785674176513e-05, + 9.56174234872036e-06, + 6.874291412970134e-06, + 1.5223717107728302e-06, + 1.0308813614016158e-06, + 8.652911451427234e-07, + 7.574863676394188e-07, + 3.007431567559939e-07, + 2.176837028534785e-17, + 3.662194004839926e-18, + 1.3251359885933944e-19 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 86.66666666666666, + "precision": 80.0, + "recall": 70.0, + "f1": 73.33333333333333 + }, + "selection": { + "precision": 1.2123467327865973, + "recall": 2.380952380952381, + "f1": 1.605322173548701, + "jaccard": 0.8091666434556093 + } + } +} \ No newline at end of file diff --git a/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Bipolar_disorder.json b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Bipolar_disorder.json new file mode 100644 index 0000000000000000000000000000000000000000..c2f47abd4b7bbdafe8edaaed0fffc2db4fac29f9 --- /dev/null +++ b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Bipolar_disorder.json @@ -0,0 +1,240 @@ +{ + "significant_genes": { + "Variable": [ + "AASDH", + "A1CF", + "ABCB1", + "AADAT", + "A1BG", + "ADAMTS14", + "AAK1", + "ABCB10", + "ABHD17B", + "ADAM33", + "ABTB1", + "ARHGAP1", + "ABCC5", + "ACAD11", + "AFF3", + "ADPGK", + "ABCA9", + "ABHD14B", + "ADAMTS1", + "ACSL5", + "ALPK1", + "AOPEP", + "AA06", + "ADAMTS6", + "ADAT2", + "ACKR3", + "PRR19", + "ACSS2", + "ADAM12", + "APRG1", + "ADCY1", + "ADAM22", + "ADH4", + "WDFY2", + "ABHD12", + "ADAMTSL4", + "AKAP13", + "GABRB3", + "C6orf163", + "ADCY5", + "ABHD4", + "ASB3", + "ABHD15", + "ABHD16A", + "ADPRH", + "FAHD2CP", + "CERS6", + "EIF1AD", + "ANXA1", + "DNAJC9", + "MEAK7", + "GABPB1-AS1", + "ALKBH5", + "ARSK", + "AP1G1", + "ABCC13", + "CENPO", + "ING1", + "ANAPC1", + "HECA", + "CKAP4", + "GPR75-ASB3", + "MCUR1", + "CCDC57", + "DCUN1D5", + "TMEM125", + "KIAA1549", + "C4orf46", + "C6orf52", + "PCMTD1", + "MCHR1", + "CYP4V2" + ], + "Coefficient": [ + -0.10481969502172064, + 0.09339276011944034, + -0.08717824450878386, + 0.06821561184135382, + 0.05782981167128941, + 0.05316152740084447, + 0.0523392238859487, + -0.04884317089562722, + -0.04683155369615973, + -0.03732806731812014, + 0.03494347151355159, + 0.03414743409444788, + 0.02980458816788574, + 0.0295666449069416, + 0.026691649498451587, + 0.024680469075666872, + -0.022406806239609535, + 0.021693174075784916, + 0.021339857377351633, + 0.020459091176880256, + 0.018781424067986954, + -0.016435077300637604, + 0.013733789971698343, + -0.011808748432544142, + -0.011514968249782863, + -0.010446755585030413, + 0.009250925969821416, + 0.00832788545494657, + 0.00784860211228803, + 0.007774329936628321, + 0.007445351227558659, + -0.0063930020222405, + -0.00633236235024499, + 0.005247987451020106, + 0.004987470323500128, + -0.004158089906095923, + 0.003643894288720899, + 0.003544674620546915, + 0.003190943788932472, + -0.002819746794909442, + -0.0025146135917706357, + 0.002470726858199218, + -0.0022743522430520133, + 0.002069561810838502, + -0.002007062877136933, + -0.0017962416772114862, + 0.001771943025446405, + -0.0016774745842169654, + 0.0015916164595376817, + 0.0014315908643722465, + 0.0014229289805671578, + 0.0012038808350414516, + -0.0011618030108944979, + 0.001132865128261803, + 0.0009337646453598428, + 0.0007682814986125246, + 0.0007073056423440127, + 0.0006699114097147315, + -0.0006439821929769738, + 0.0005579906909672069, + -0.0005438765951791676, + 0.0005026366011822423, + -0.00046545503076420486, + 0.0004508318096300847, + -0.00026287287616959867, + -0.0002594249712110448, + 0.00022358903300335374, + 0.00017591490185639444, + 0.00013832477092278036, + 6.297936437930598e-05, + 4.162567410291227e-05, + -3.7501287390826725e-05 + ], + "Absolute Coefficient": [ + 0.10481969502172064, + 0.09339276011944034, + 0.08717824450878386, + 0.06821561184135382, + 0.05782981167128941, + 0.05316152740084447, + 0.0523392238859487, + 0.04884317089562722, + 0.04683155369615973, + 0.03732806731812014, + 0.03494347151355159, + 0.03414743409444788, + 0.02980458816788574, + 0.0295666449069416, + 0.026691649498451587, + 0.024680469075666872, + 0.022406806239609535, + 0.021693174075784916, + 0.021339857377351633, + 0.020459091176880256, + 0.018781424067986954, + 0.016435077300637604, + 0.013733789971698343, + 0.011808748432544142, + 0.011514968249782863, + 0.010446755585030413, + 0.009250925969821416, + 0.00832788545494657, + 0.00784860211228803, + 0.007774329936628321, + 0.007445351227558659, + 0.0063930020222405, + 0.00633236235024499, + 0.005247987451020106, + 0.004987470323500128, + 0.004158089906095923, + 0.003643894288720899, + 0.003544674620546915, + 0.003190943788932472, + 0.002819746794909442, + 0.0025146135917706357, + 0.002470726858199218, + 0.0022743522430520133, + 0.002069561810838502, + 0.002007062877136933, + 0.0017962416772114862, + 0.001771943025446405, + 0.0016774745842169654, + 0.0015916164595376817, + 0.0014315908643722465, + 0.0014229289805671578, + 0.0012038808350414516, + 0.0011618030108944979, + 0.001132865128261803, + 0.0009337646453598428, + 0.0007682814986125246, + 0.0007073056423440127, + 0.0006699114097147315, + 0.0006439821929769738, + 0.0005579906909672069, + 0.0005438765951791676, + 0.0005026366011822423, + 0.00046545503076420486, + 0.0004508318096300847, + 0.00026287287616959867, + 0.0002594249712110448, + 0.00022358903300335374, + 0.00017591490185639444, + 0.00013832477092278036, + 6.297936437930598e-05, + 4.162567410291227e-05, + 3.7501287390826725e-05 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 80.0, + "precision": 60.0, + "recall": 50.0, + "f1": 53.33333333333333 + }, + "selection": { + "precision": 1.1013974051948736, + "recall": 1.9047619047619047, + "f1": 1.3940654605114218, + "jaccard": 0.7062231049321417 + } + } +} \ No newline at end of file diff --git a/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Breast_Cancer.json b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Breast_Cancer.json new file mode 100644 index 0000000000000000000000000000000000000000..d9bf16f9d5392de59ee91048a70a985d4161e53c --- /dev/null +++ b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Breast_Cancer.json @@ -0,0 +1,252 @@ +{ + "significant_genes": { + "Variable": [ + "AASDH", + "A1CF", + "AAK1", + "ABCB1", + "AA06", + "AADAT", + "ADPGK", + "ABCB10", + "ADAMTS14", + "ABHD17C", + "ABCA17P", + "ADAM33", + "ABCC5", + "ARHGAP1", + "ABHD17B", + "A1BG", + "AOPEP", + "ACAD11", + "ABCA9", + "ABHD14B", + "ADH4", + "CENPO", + "ABCB8", + "ABTB1", + "ABHD16A", + "AIFM3", + "ABI3BP", + "MEAK7", + "ANKFN1", + "AKAP13", + "APTX", + "ADAT2", + "AKNA", + "EIF4E2", + "AK8", + "AHRR", + "ANXA1", + "ACSS2", + "ADCY1", + "DNAJC3", + "AAGAB", + "ALPK1", + "FAHD2CP", + "ADAM1A", + "ADARB1", + "ANO7", + "ANK2", + "ANAPC1", + "AGO2", + "DCUN1D5", + "ACTG2", + "ATAT1", + "ABHD12", + "ANKRD35", + "ADAM22", + "ADAMTS6", + "ADGRE2", + "ADAMTS12", + "ARL17A", + "PRR19", + "MARVELD1", + "CCDC71L", + "WDFY2", + "ABRAXAS1", + "ABHD4", + "ANKRD10", + "C1QTNF7", + "CCDST", + "ADAM12", + "ASB3", + "ATP6AP1L", + "WNT2B", + "FEM1A", + "VPS33A", + "AMZ2P1", + "ARL17B" + ], + "Coefficient": [ + -0.12616817493718674, + 0.11177672253630914, + 0.07459707569869646, + -0.05741249467447976, + 0.04649727407989431, + 0.04535347476787832, + 0.044489044693236196, + -0.04443874314379343, + 0.043148796459240316, + 0.03132278109713908, + -0.029034938345918828, + -0.02763943461058624, + 0.026934463713373394, + 0.02625452820761833, + -0.026103455981754863, + 0.025153107009502573, + -0.021029450646569012, + 0.020834072247547384, + -0.019271927779983468, + 0.01913449520383641, + -0.018196752069527276, + 0.017800779894036764, + 0.01759496963012619, + 0.014994530553239642, + 0.012591968240834547, + -0.010195062514696788, + -0.010180744960967918, + 0.009564645994424442, + -0.009394160382131882, + 0.007923895311166962, + -0.007353917746669746, + -0.006655790068680712, + -0.006173815169583855, + -0.005706623481095699, + 0.005564962624823553, + 0.005261227693019601, + 0.004387083967860361, + 0.004119717256611051, + 0.003978241557429461, + -0.003832346488493762, + -0.0034925971831748135, + 0.0033932907343173766, + -0.0033613816927617586, + -0.0029140957569607964, + -0.002838496597145486, + 0.0027198726229657453, + 0.002569923304480064, + -0.0025322560672612886, + -0.002427905676514096, + -0.002276671307766249, + -0.002180246634324463, + 0.001677334818003563, + 0.0016334257953247648, + -0.0014897940367802193, + -0.0013655066496141585, + -0.001179134521782066, + -0.0011175525651186886, + 0.0010743062041132865, + -0.0010442579560573893, + 0.001038583347484975, + -0.0008559936431877311, + -0.0008346364221091822, + 0.0006644336240409954, + -0.0006566379530648014, + -0.0005790346592988566, + 0.0005428449043590143, + -0.0004599050008563829, + 0.0002470846776151338, + 0.0001938598237887291, + 0.00018084932364635528, + 0.00016109955740773328, + -0.00012855424733430746, + -3.819953771245761e-05, + 2.3756180334692567e-05, + 1.672924941702228e-05, + -8.432683563776146e-20 + ], + "Absolute Coefficient": [ + 0.12616817493718674, + 0.11177672253630914, + 0.07459707569869646, + 0.05741249467447976, + 0.04649727407989431, + 0.04535347476787832, + 0.044489044693236196, + 0.04443874314379343, + 0.043148796459240316, + 0.03132278109713908, + 0.029034938345918828, + 0.02763943461058624, + 0.026934463713373394, + 0.02625452820761833, + 0.026103455981754863, + 0.025153107009502573, + 0.021029450646569012, + 0.020834072247547384, + 0.019271927779983468, + 0.01913449520383641, + 0.018196752069527276, + 0.017800779894036764, + 0.01759496963012619, + 0.014994530553239642, + 0.012591968240834547, + 0.010195062514696788, + 0.010180744960967918, + 0.009564645994424442, + 0.009394160382131882, + 0.007923895311166962, + 0.007353917746669746, + 0.006655790068680712, + 0.006173815169583855, + 0.005706623481095699, + 0.005564962624823553, + 0.005261227693019601, + 0.004387083967860361, + 0.004119717256611051, + 0.003978241557429461, + 0.003832346488493762, + 0.0034925971831748135, + 0.0033932907343173766, + 0.0033613816927617586, + 0.0029140957569607964, + 0.002838496597145486, + 0.0027198726229657453, + 0.002569923304480064, + 0.0025322560672612886, + 0.002427905676514096, + 0.002276671307766249, + 0.002180246634324463, + 0.001677334818003563, + 0.0016334257953247648, + 0.0014897940367802193, + 0.0013655066496141585, + 0.001179134521782066, + 0.0011175525651186886, + 0.0010743062041132865, + 0.0010442579560573893, + 0.001038583347484975, + 0.0008559936431877311, + 0.0008346364221091822, + 0.0006644336240409954, + 0.0006566379530648014, + 0.0005790346592988566, + 0.0005428449043590143, + 0.0004599050008563829, + 0.0002470846776151338, + 0.0001938598237887291, + 0.00018084932364635528, + 0.00016109955740773328, + 0.00012855424733430746, + 3.819953771245761e-05, + 2.3756180334692567e-05, + 1.672924941702228e-05, + 8.432683563776146e-20 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 80.0, + "precision": 60.0, + "recall": 60.0, + "f1": 60.0 + }, + "selection": { + "precision": 0.6918438022450442, + "recall": 1.4285714285714284, + "f1": 0.9287176351259809, + "jaccard": 0.46801034463372126 + } + } +} \ No newline at end of file diff --git a/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_COVID-19.json b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_COVID-19.json new file mode 100644 index 0000000000000000000000000000000000000000..b063418650bf15329458478232606121d98249d2 --- /dev/null +++ b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_COVID-19.json @@ -0,0 +1,300 @@ +{ + "significant_genes": { + "Variable": [ + "A1CF", + "ABCB1", + "AASDH", + "AAK1", + "ABHD17B", + "ADAMTS14", + "ABCB10", + "ADPGK", + "ABHD14B", + "AADAT", + "ACAD11", + "AAGAB", + "ADAT2", + "ABCC5", + "ABCA9", + "ADAMTS6", + "ABCA17P", + "ARHGAP1", + "ADAM33", + "ADAM12", + "ABCG1", + "ABHD17C", + "AOPEP", + "AA06", + "CENPO", + "ANXA1", + "ALPK1", + "ACTA2", + "ACSS2", + "AKNA", + "CRTAP", + "AFF3", + "MEAK7", + "ADCY1", + "ADAMTS1", + "ABTB1", + "DCUN1D5", + "ANKRD35", + "AGPAT5", + "AKAP13", + "AIFM3", + "ABHD16A", + "ADAM1A", + "ARL17A", + "ASB3", + "AXIN2", + "ANKFN1", + "C1QTNF7", + "FAHD2CP", + "ABI3BP", + "MEAF6", + "PRR19", + "ARHGEF11", + "TMEM127", + "ADAMTS16", + "ATG10", + "ACSL5", + "ACTG2", + "AGAP6", + "ASPH", + "SIMC1", + "ADAMTS12", + "ADNP", + "ANAPC1", + "ANKRD10", + "ARID3A", + "UBE2E2", + "MIR195", + "ANKRD9", + "ALDH1L2", + "ATF6", + "CA13", + "ALDOA", + "ACTB", + "FEM1A", + "INSR", + "FKBP5", + "AKAP17A", + "LINC01551", + "TMEM248", + "VPS33A", + "ATL1", + "MCHR1", + "AGAP2", + "WDFY2", + "HOXA-AS2", + "COL3A1", + "CMYA5", + "ASXL2", + "MIR497", + "ARL17B", + "MIR497HG" + ], + "Coefficient": [ + 0.10128414942748709, + -0.0966961360104093, + -0.09598016720754915, + 0.0758405304372821, + -0.056615408870006406, + 0.05223982834888083, + -0.05034331189752492, + 0.03736580598877215, + 0.03637768890438598, + 0.03442601914709922, + 0.025386257036651406, + -0.021368432946554616, + -0.02116656067867295, + 0.019727836176646134, + -0.019714310258578095, + -0.01839012859838363, + -0.0178278446908051, + 0.017783103052488616, + -0.016898684961979726, + 0.016136898606605703, + -0.015206641724690202, + 0.014313261068991862, + -0.014149946041676215, + 0.013524252748902595, + 0.013065705957736297, + 0.011745696974973817, + 0.01103339376345241, + -0.010652230429002107, + 0.010217286734450897, + -0.009923326379964835, + -0.00967466417729209, + 0.009487301201970371, + 0.009000244264050125, + 0.00882864465361885, + 0.00877654166235379, + 0.008649597853462782, + -0.007985976371064551, + -0.0075913528164505435, + -0.00753670604211845, + 0.006726109440318144, + -0.00601465445572337, + 0.005157067917887941, + -0.0037601028480337712, + -0.003748804165297961, + 0.0030802297074601576, + -0.002643228552924037, + -0.0024432185861993105, + -0.0022688332943030048, + -0.0015862483775275485, + -0.0015608353234944897, + -0.0012882219407354839, + 0.0010548032986206026, + 0.0009943233527119747, + 0.0009437107643255353, + 0.0008755652332344779, + 0.0008668718273578206, + 0.0007880893345863341, + -0.0007071954315746666, + 0.000666105215179702, + -0.0006599967185097542, + 0.000655314854687676, + 0.0005889839411632938, + 0.0005818120621768587, + -0.0005642340493978108, + 0.0005411894195752372, + -0.0004271064496658893, + -0.00036750142086880276, + 0.000317075690114194, + -0.0003139038580708772, + -0.0003116102018749981, + -0.0002613470182528723, + 0.0002604250815037075, + -0.0001969862277566978, + 0.00017473089062792048, + -0.00016466670391849158, + 0.00015841489016345578, + 0.0001348322782424913, + 0.00013449862456821538, + -0.0001279414948505159, + -0.00011209565776792305, + 6.454589337225675e-05, + -5.987789147672703e-05, + 5.981717840399083e-05, + -5.50275985794268e-05, + 5.379755026401758e-05, + -5.2441622592618493e-05, + -3.749874539466203e-05, + 3.58158505787569e-05, + -6.348210752466584e-07, + 7.589415207398531e-19, + -1.3251359885933944e-19, + 1.2046690805394493e-20 + ], + "Absolute Coefficient": [ + 0.10128414942748709, + 0.0966961360104093, + 0.09598016720754915, + 0.0758405304372821, + 0.056615408870006406, + 0.05223982834888083, + 0.05034331189752492, + 0.03736580598877215, + 0.03637768890438598, + 0.03442601914709922, + 0.025386257036651406, + 0.021368432946554616, + 0.02116656067867295, + 0.019727836176646134, + 0.019714310258578095, + 0.01839012859838363, + 0.0178278446908051, + 0.017783103052488616, + 0.016898684961979726, + 0.016136898606605703, + 0.015206641724690202, + 0.014313261068991862, + 0.014149946041676215, + 0.013524252748902595, + 0.013065705957736297, + 0.011745696974973817, + 0.01103339376345241, + 0.010652230429002107, + 0.010217286734450897, + 0.009923326379964835, + 0.00967466417729209, + 0.009487301201970371, + 0.009000244264050125, + 0.00882864465361885, + 0.00877654166235379, + 0.008649597853462782, + 0.007985976371064551, + 0.0075913528164505435, + 0.00753670604211845, + 0.006726109440318144, + 0.00601465445572337, + 0.005157067917887941, + 0.0037601028480337712, + 0.003748804165297961, + 0.0030802297074601576, + 0.002643228552924037, + 0.0024432185861993105, + 0.0022688332943030048, + 0.0015862483775275485, + 0.0015608353234944897, + 0.0012882219407354839, + 0.0010548032986206026, + 0.0009943233527119747, + 0.0009437107643255353, + 0.0008755652332344779, + 0.0008668718273578206, + 0.0007880893345863341, + 0.0007071954315746666, + 0.000666105215179702, + 0.0006599967185097542, + 0.000655314854687676, + 0.0005889839411632938, + 0.0005818120621768587, + 0.0005642340493978108, + 0.0005411894195752372, + 0.0004271064496658893, + 0.00036750142086880276, + 0.000317075690114194, + 0.0003139038580708772, + 0.0003116102018749981, + 0.0002613470182528723, + 0.0002604250815037075, + 0.0001969862277566978, + 0.00017473089062792048, + 0.00016466670391849158, + 0.00015841489016345578, + 0.0001348322782424913, + 0.00013449862456821538, + 0.0001279414948505159, + 0.00011209565776792305, + 6.454589337225675e-05, + 5.987789147672703e-05, + 5.981717840399083e-05, + 5.50275985794268e-05, + 5.379755026401758e-05, + 5.2441622592618493e-05, + 3.749874539466203e-05, + 3.58158505787569e-05, + 6.348210752466584e-07, + 7.589415207398531e-19, + 1.3251359885933944e-19, + 1.2046690805394493e-20 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 93.33333333333333, + "precision": 80.0, + "recall": 70.0, + "f1": 73.33333333333333 + }, + "selection": { + "precision": 0.7604443749022062, + "recall": 1.4285714285714284, + "f1": 0.9922689075630252, + "jaccard": 0.5002733734281029 + } + } +} \ No newline at end of file diff --git a/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Chronic_kidney_disease.json b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Chronic_kidney_disease.json new file mode 100644 index 0000000000000000000000000000000000000000..2999082d956983a6c19819170a472a451ca5df2d --- /dev/null +++ b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Chronic_kidney_disease.json @@ -0,0 +1,576 @@ +{ + "significant_genes": { + "Variable": [ + "AADAT", + "A1BG", + "ABCA17P", + "ABCB1", + "A2MP1", + "AA06", + "ABCF1", + "ABCG1", + "AASDH", + "AAK1", + "AADACL2", + "ACKR3", + "ACER3", + "ABCB8", + "ABHD17C", + "ABTB3", + "ACOT4", + "ACAA2", + "ABCC3", + "ACSS3", + "ADAM11", + "ABHD2", + "ACTR8", + "AARS2", + "ACBD5", + "ABHD12", + "ABRAXAS1", + "ABCC11", + "ACTR2", + "ADAM12", + "ABCC9", + "ADAMTS9", + "ABHD4", + "ADPGK", + "ACOT8", + "A1BG-AS1", + "ABCB10", + "ACP6", + "ADH4", + "ABI3", + "ACAD11", + "ADAMTS10", + "ABCC5", + "AAGAB", + "ABCA9", + "ACSM2A", + "ABI3BP", + "ABCB5", + "ACTG1P4", + "ABHD12B", + "ADAM22", + "ABCC4", + "ACSM2B", + "ACBD6", + "ABCA5", + "ACAP3", + "ACAP1", + "ACSL5", + "ADAM23", + "ABHD18", + "AHSA2P", + "ADAMTSL1", + "AASDHPPT", + "ADCY5", + "ACY3", + "ACAD10", + "ADAM33", + "ACP4", + "ACCS", + "ABCG8", + "ADAMTS14", + "ADI1", + "AFG2A", + "ADD1", + "ACVR2B", + "ABHD14B", + "AP4S1", + "ACOX1", + "ADARB2", + "ABL2", + "ACTG2", + "ADAM1A", + "ABRACL", + "ACTL10", + "ADAMTSL4", + "ABHD1", + "ADHFE1", + "ABHD15", + "ADCYAP1R1", + "ACOT6", + "ABHD16B", + "ADAMTS16", + "ACSL6", + "ADCY1", + "ACTR3", + "ACOD1", + "AR", + "ACVR2A", + "AOPEP", + "CNOT3", + "AKT1S1", + "ACAD9", + "ACOT12", + "ACTB", + "ALKBH2", + "ADD2", + "CHKB-DT", + "ACTRT3", + "ZXDA", + "AKAP5", + "ADAP2", + "AGPAT5", + "ADM5", + "ALG5", + "ACTA2", + "CUX1", + "ACSS2", + "ADH1B", + "ADCY10P1", + "ABCC13", + "ADAMTS7", + "CLSPN", + "AGPAT4", + "ADAT2", + "CFAP184", + "AKNA", + "ESD", + "AHI1", + "AGAP6", + "ADAMTS6", + "BIRC6", + "APRG1", + "ANKFY1", + "ATP6AP1L", + "C1orf162", + "ABHD16A", + "ABHD5", + "AIFM3", + "ADGRG5", + "RPS23", + "MARCHF8", + "AGO2", + "ANKRD37", + "ABHD13", + "ANK2", + "CMBL", + "IER5L", + "ACTR3C", + "ABTB1", + "ANKS4B", + "APTX", + "IDI1", + "AGMAT", + "DNAJC18", + "ASB2", + "CPEB2", + "ALG13", + "ZBED5-AS1", + "BRSK2", + "DCLRE1B", + "DENND11", + "COA1", + "EGR1", + "NFIC", + "DAAM1", + "PIGL", + "BAG5", + "ALKBH5", + "HAGHL", + "ANKFN1", + "ANAPC1", + "TMEM225", + "ATG10", + "IAH1", + "MEAK7", + "CAVIN4", + "RNF185", + "AMACR", + "BMPR1A", + "DEFB118", + "AK8", + "EFEMP1", + "AFMID", + "ZNF527" + ], + "Coefficient": [ + 0.17489832000731723, + 0.11935186027991877, + -0.10110354924493187, + -0.09899683483655146, + -0.09792817002201608, + 0.08566364319664477, + -0.06396610466000366, + -0.061541150165325194, + -0.051348844358819444, + 0.0410787090567918, + -0.033833655602383564, + -0.03375662301866383, + -0.03179790297808877, + -0.03153062365231573, + 0.031410154880221315, + 0.03130146647427244, + -0.02467285173775946, + -0.0242864628851411, + -0.02395710757652411, + -0.022943686403603666, + -0.02247898210559555, + 0.019808726047187107, + -0.01833668390520568, + -0.017229663127276116, + 0.016561840762774508, + 0.01558683492973507, + 0.014073930332126911, + -0.013891310564184096, + 0.013357671449093802, + 0.013118067378361176, + 0.012973822445865547, + 0.012935515319843018, + -0.012854063524886107, + 0.01256340663476595, + 0.012522618500179494, + 0.012430454799438226, + 0.01189107537141238, + -0.011512027346084442, + -0.011419977098561981, + 0.011222839381235503, + 0.010591199947252125, + 0.010296128840936008, + 0.010015173774954138, + -0.009871126482649801, + 0.009784395666602325, + 0.009656097805304482, + -0.009482591944549663, + 0.009405623541678863, + 0.00919449142519006, + 0.009137050982747022, + -0.008756163276697778, + 0.008668771821479968, + -0.008500166174112271, + 0.008180547104482166, + 0.007852155091267483, + -0.007446910363855377, + -0.007358019469575987, + 0.007262258533876915, + 0.00685870352469838, + 0.006767284553313831, + 0.006727650612559189, + -0.0063013878237786584, + 0.006064931218802054, + -0.0057374010483167434, + 0.005734580053626254, + -0.005703489211908959, + -0.005560044049988248, + -0.005166687713895913, + 0.0050528021156459775, + 0.004821020608261038, + 0.004720590564990666, + -0.004493623721712281, + 0.004399433498073809, + -0.004337442298240584, + 0.0042950164485031275, + -0.004269664087228681, + 0.003831408855243116, + 0.003602299154405348, + -0.0035748779088282576, + 0.0035483901071594603, + -0.003144700650818879, + -0.0030973312871927874, + -0.003055928040627636, + 0.0029711917130740904, + -0.0029468874830992624, + 0.002873120387023109, + 0.002866378906895852, + -0.0028393786500474074, + -0.0028110632080201488, + -0.0026880203911176528, + 0.0026623509316352333, + 0.00259737343276436, + 0.0025236339452451816, + 0.002307713349685277, + -0.0018913559085039068, + 0.0018911755273836417, + -0.0018727237560781439, + -0.001637212359628617, + -0.0015858778493239164, + -0.0015357317328019927, + -0.0015212469359509471, + -0.0012426173421542842, + -0.0012354256761422052, + -0.0011607657185639152, + -0.001138687257679225, + 0.0010823807861264118, + 0.0010704433211210786, + -0.001016707017049561, + -0.0010004178429535227, + 0.000934077513605865, + 0.0009195035697835758, + -0.0008343342113341688, + -0.0007954193004088929, + -0.0007704623281684502, + -0.0007381385861373525, + -0.0007001485363811909, + 0.0006882874427634309, + 0.0006528148703578982, + -0.0006363650767004193, + 0.00062683040273547, + 0.0005967992556569937, + -0.000583019611350936, + -0.0005667811226053304, + -0.0005500186934652015, + -0.0005491833749699734, + -0.0005487190781482096, + -0.0005437991882133162, + 0.0005384246954936403, + 0.0005175766851483103, + -0.0005007460287294611, + -0.00043371472626050755, + 0.0004161808690307558, + -0.0003821952445335182, + 0.0003793680116264923, + -0.00034843513369513306, + -0.00033055369104010744, + -0.0003003001348204505, + -0.0002927505236178819, + -0.0002537606861147889, + -0.00023485655797900778, + 0.0002271324321911931, + -0.00022289420399329785, + 0.0001957037218196017, + 0.0001811598043359825, + 0.00017438041821665894, + 0.0001497613057926897, + -0.00012744272273436827, + -0.00012681196872252576, + 0.00010429208669279321, + 8.619082503283739e-05, + -7.853264457697151e-05, + 7.107434642111986e-05, + 4.813769795792385e-05, + 4.700674656406108e-05, + -4.531131878662154e-05, + -4.520459497201314e-05, + 4.2905028807279e-05, + -3.954559325342984e-05, + 2.5566785758057696e-05, + -2.28249550484797e-05, + -2.259137575104966e-05, + 1.970022710591904e-05, + 1.865294182495553e-05, + -1.3546383913497639e-05, + -1.2531226617691332e-05, + -1.0680558743857366e-05, + -1.0015415910752195e-05, + -9.563005822913918e-06, + 8.397681026394432e-06, + -7.92825150547026e-06, + -7.91686892681364e-06, + 5.707112644328225e-06, + 3.797349240479883e-06, + 3.2056360948425315e-06, + 2.9141508814824005e-06, + 1.981089087004438e-06, + -1.924268821078293e-06, + 1.3492683004877617e-06, + -1.0361191468964358e-06, + 8.067815509835635e-07, + 2.4747794937768835e-07, + -9.797217877055598e-08, + 1.1187923232201052e-08, + 5.892288425148441e-09 + ], + "Absolute Coefficient": [ + 0.17489832000731723, + 0.11935186027991877, + 0.10110354924493187, + 0.09899683483655146, + 0.09792817002201608, + 0.08566364319664477, + 0.06396610466000366, + 0.061541150165325194, + 0.051348844358819444, + 0.0410787090567918, + 0.033833655602383564, + 0.03375662301866383, + 0.03179790297808877, + 0.03153062365231573, + 0.031410154880221315, + 0.03130146647427244, + 0.02467285173775946, + 0.0242864628851411, + 0.02395710757652411, + 0.022943686403603666, + 0.02247898210559555, + 0.019808726047187107, + 0.01833668390520568, + 0.017229663127276116, + 0.016561840762774508, + 0.01558683492973507, + 0.014073930332126911, + 0.013891310564184096, + 0.013357671449093802, + 0.013118067378361176, + 0.012973822445865547, + 0.012935515319843018, + 0.012854063524886107, + 0.01256340663476595, + 0.012522618500179494, + 0.012430454799438226, + 0.01189107537141238, + 0.011512027346084442, + 0.011419977098561981, + 0.011222839381235503, + 0.010591199947252125, + 0.010296128840936008, + 0.010015173774954138, + 0.009871126482649801, + 0.009784395666602325, + 0.009656097805304482, + 0.009482591944549663, + 0.009405623541678863, + 0.00919449142519006, + 0.009137050982747022, + 0.008756163276697778, + 0.008668771821479968, + 0.008500166174112271, + 0.008180547104482166, + 0.007852155091267483, + 0.007446910363855377, + 0.007358019469575987, + 0.007262258533876915, + 0.00685870352469838, + 0.006767284553313831, + 0.006727650612559189, + 0.0063013878237786584, + 0.006064931218802054, + 0.0057374010483167434, + 0.005734580053626254, + 0.005703489211908959, + 0.005560044049988248, + 0.005166687713895913, + 0.0050528021156459775, + 0.004821020608261038, + 0.004720590564990666, + 0.004493623721712281, + 0.004399433498073809, + 0.004337442298240584, + 0.0042950164485031275, + 0.004269664087228681, + 0.003831408855243116, + 0.003602299154405348, + 0.0035748779088282576, + 0.0035483901071594603, + 0.003144700650818879, + 0.0030973312871927874, + 0.003055928040627636, + 0.0029711917130740904, + 0.0029468874830992624, + 0.002873120387023109, + 0.002866378906895852, + 0.0028393786500474074, + 0.0028110632080201488, + 0.0026880203911176528, + 0.0026623509316352333, + 0.00259737343276436, + 0.0025236339452451816, + 0.002307713349685277, + 0.0018913559085039068, + 0.0018911755273836417, + 0.0018727237560781439, + 0.001637212359628617, + 0.0015858778493239164, + 0.0015357317328019927, + 0.0015212469359509471, + 0.0012426173421542842, + 0.0012354256761422052, + 0.0011607657185639152, + 0.001138687257679225, + 0.0010823807861264118, + 0.0010704433211210786, + 0.001016707017049561, + 0.0010004178429535227, + 0.000934077513605865, + 0.0009195035697835758, + 0.0008343342113341688, + 0.0007954193004088929, + 0.0007704623281684502, + 0.0007381385861373525, + 0.0007001485363811909, + 0.0006882874427634309, + 0.0006528148703578982, + 0.0006363650767004193, + 0.00062683040273547, + 0.0005967992556569937, + 0.000583019611350936, + 0.0005667811226053304, + 0.0005500186934652015, + 0.0005491833749699734, + 0.0005487190781482096, + 0.0005437991882133162, + 0.0005384246954936403, + 0.0005175766851483103, + 0.0005007460287294611, + 0.00043371472626050755, + 0.0004161808690307558, + 0.0003821952445335182, + 0.0003793680116264923, + 0.00034843513369513306, + 0.00033055369104010744, + 0.0003003001348204505, + 0.0002927505236178819, + 0.0002537606861147889, + 0.00023485655797900778, + 0.0002271324321911931, + 0.00022289420399329785, + 0.0001957037218196017, + 0.0001811598043359825, + 0.00017438041821665894, + 0.0001497613057926897, + 0.00012744272273436827, + 0.00012681196872252576, + 0.00010429208669279321, + 8.619082503283739e-05, + 7.853264457697151e-05, + 7.107434642111986e-05, + 4.813769795792385e-05, + 4.700674656406108e-05, + 4.531131878662154e-05, + 4.520459497201314e-05, + 4.2905028807279e-05, + 3.954559325342984e-05, + 2.5566785758057696e-05, + 2.28249550484797e-05, + 2.259137575104966e-05, + 1.970022710591904e-05, + 1.865294182495553e-05, + 1.3546383913497639e-05, + 1.2531226617691332e-05, + 1.0680558743857366e-05, + 1.0015415910752195e-05, + 9.563005822913918e-06, + 8.397681026394432e-06, + 7.92825150547026e-06, + 7.91686892681364e-06, + 5.707112644328225e-06, + 3.797349240479883e-06, + 3.2056360948425315e-06, + 2.9141508814824005e-06, + 1.981089087004438e-06, + 1.924268821078293e-06, + 1.3492683004877617e-06, + 1.0361191468964358e-06, + 8.067815509835635e-07, + 2.4747794937768835e-07, + 9.797217877055598e-08, + 1.1187923232201052e-08, + 5.892288425148441e-09 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 86.66666666666666, + "precision": 53.33333333333333, + "recall": 60.0, + "f1": 56.0 + }, + "selection": { + "precision": 0.7175058548009368, + "recall": 2.380952380952381, + "f1": 1.1012629003452474, + "jaccard": 0.5573974047915135 + } + } +} \ No newline at end of file diff --git a/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Chronic_obstructive_pulmonary_disease_(COPD).json b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Chronic_obstructive_pulmonary_disease_(COPD).json new file mode 100644 index 0000000000000000000000000000000000000000..bc358083bd93b026adcf378bc6fb1fa42aae4360 --- /dev/null +++ b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Chronic_obstructive_pulmonary_disease_(COPD).json @@ -0,0 +1,291 @@ +{ + "significant_genes": { + "Variable": [ + "A1CF", + "AASDH", + "AAK1", + "ABCB1", + "ABHD17B", + "ADPGK", + "A1BG", + "AA06", + "AADAT", + "ABCB10", + "ADAMTS14", + "AOPEP", + "ABCA17P", + "ABCA9", + "ABHD14B", + "ACAD11", + "ADAT2", + "ADAM12", + "ABCC5", + "ARHGAP1", + "ABTB1", + "ADCY1", + "ABHD4", + "ABCB8", + "ANXA1", + "C1QTNF7", + "FAHD2CP", + "DCUN1D5", + "ABHD16A", + "ADAMTS6", + "ANKRD34A", + "ADAM33", + "MEAK7", + "DR1", + "TMEM127", + "CENPO", + "MEAF6", + "ASB3", + "AP1G1", + "AFF3", + "DBH-AS1", + "ADAMTS12", + "WDFY2", + "AKAP13", + "MCHR1", + "CUL7", + "COX3", + "AKNA", + "PRR19", + "BMP2K", + "ACTA2", + "ACP3", + "ABHD15", + "ANKRD9", + "EMP2", + "CHEK1", + "COL3A1", + "ACTR3", + "ERO1B", + "HECA", + "IFT57", + "ADARB1", + "MIR195", + "AKIP1", + "CYP4V2", + "EBF4", + "ADGRE2", + "ADCY5", + "PGBD1", + "DNAAF3", + "ARF1", + "MTERF4", + "PARD6G-AS1", + "ABCC13", + "ARHGEF11", + "DIP2B", + "ADORA3", + "TACC1", + "ACCS", + "APEX2", + "DISP1", + "CKAP4", + "FBXW7", + "AKAP8L", + "ABCF1", + "OR2I1", + "CDK3", + "MIR497", + "MIR497HG" + ], + "Coefficient": [ + 0.11323817030963797, + -0.11209911629601255, + 0.09781183698671204, + -0.06987689473832624, + -0.06277628655833684, + 0.04766250739637515, + 0.04469605423266972, + 0.04187326283886951, + 0.03749263896512096, + -0.037072075295444394, + 0.03366255460020517, + -0.03243711708566196, + -0.030572683383048676, + -0.028562515985701507, + 0.025087881701185116, + 0.023630313625449387, + -0.022467688719472134, + 0.018804570854303516, + 0.016762241197908898, + 0.013062627214430725, + 0.011647795816673544, + 0.01060241964757632, + -0.0096210520942737, + 0.0092740402633745, + 0.0071994621714682495, + -0.006620805904243538, + -0.0065073814519076515, + -0.00629937383439445, + 0.005646557599841423, + -0.005514485273159168, + -0.005320172487437751, + -0.005163916298810105, + 0.004726577750434686, + -0.004399295108766606, + 0.004036367291760414, + 0.003785786857171257, + -0.003680250987769652, + 0.0036392530678836968, + 0.0031163761868028854, + 0.0031008775240152094, + 0.0029712823360686564, + 0.0029527410262316645, + 0.002739246321913712, + 0.002500267165855319, + 0.0024893354039237188, + -0.0018907199120276133, + -0.001811953860961978, + -0.0015951381379147747, + 0.001472216124533832, + 0.0013128857181659188, + -0.0012512174693112368, + -0.0012060517394342238, + -0.001117527750564228, + -0.0011008072487178988, + 0.0010998624007785341, + -0.0010694987917267698, + -0.0010151219523708117, + -0.0009757987400782479, + 0.0009023056794848494, + 0.0008145351044450713, + -0.0006711873246590957, + -0.0006158834018552318, + 0.0005479329850914417, + 0.0004023710095193999, + -0.00037220820187544145, + -0.00033399031756886605, + -0.00026344208196279095, + -0.00025919086481968317, + -0.00014888278834594378, + -0.00014067415575678012, + 0.00013166195825305464, + 0.00012637310041915847, + 0.00011552211630739115, + 9.405324703744968e-05, + 9.159857182606855e-05, + 8.782983330654123e-05, + -8.61805275940434e-05, + -5.816973363577804e-05, + 5.2896676081232586e-05, + 4.2525276559518095e-05, + -4.072379357012283e-05, + -3.856141700907935e-05, + -3.824686703937096e-05, + -2.2412966435114317e-05, + 1.1643430843227553e-05, + -7.5930380494559115e-06, + 3.006156950115555e-06, + 5.481244316454495e-18, + 2.4093381610788986e-20 + ], + "Absolute Coefficient": [ + 0.11323817030963797, + 0.11209911629601255, + 0.09781183698671204, + 0.06987689473832624, + 0.06277628655833684, + 0.04766250739637515, + 0.04469605423266972, + 0.04187326283886951, + 0.03749263896512096, + 0.037072075295444394, + 0.03366255460020517, + 0.03243711708566196, + 0.030572683383048676, + 0.028562515985701507, + 0.025087881701185116, + 0.023630313625449387, + 0.022467688719472134, + 0.018804570854303516, + 0.016762241197908898, + 0.013062627214430725, + 0.011647795816673544, + 0.01060241964757632, + 0.0096210520942737, + 0.0092740402633745, + 0.0071994621714682495, + 0.006620805904243538, + 0.0065073814519076515, + 0.00629937383439445, + 0.005646557599841423, + 0.005514485273159168, + 0.005320172487437751, + 0.005163916298810105, + 0.004726577750434686, + 0.004399295108766606, + 0.004036367291760414, + 0.003785786857171257, + 0.003680250987769652, + 0.0036392530678836968, + 0.0031163761868028854, + 0.0031008775240152094, + 0.0029712823360686564, + 0.0029527410262316645, + 0.002739246321913712, + 0.002500267165855319, + 0.0024893354039237188, + 0.0018907199120276133, + 0.001811953860961978, + 0.0015951381379147747, + 0.001472216124533832, + 0.0013128857181659188, + 0.0012512174693112368, + 0.0012060517394342238, + 0.001117527750564228, + 0.0011008072487178988, + 0.0010998624007785341, + 0.0010694987917267698, + 0.0010151219523708117, + 0.0009757987400782479, + 0.0009023056794848494, + 0.0008145351044450713, + 0.0006711873246590957, + 0.0006158834018552318, + 0.0005479329850914417, + 0.0004023710095193999, + 0.00037220820187544145, + 0.00033399031756886605, + 0.00026344208196279095, + 0.00025919086481968317, + 0.00014888278834594378, + 0.00014067415575678012, + 0.00013166195825305464, + 0.00012637310041915847, + 0.00011552211630739115, + 9.405324703744968e-05, + 9.159857182606855e-05, + 8.782983330654123e-05, + 8.61805275940434e-05, + 5.816973363577804e-05, + 5.2896676081232586e-05, + 4.2525276559518095e-05, + 4.072379357012283e-05, + 3.856141700907935e-05, + 3.824686703937096e-05, + 2.2412966435114317e-05, + 1.1643430843227553e-05, + 7.5930380494559115e-06, + 3.006156950115555e-06, + 5.481244316454495e-18, + 2.4093381610788986e-20 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 86.66666666666666, + "precision": 80.0, + "recall": 70.0, + "f1": 73.33333333333333 + }, + "selection": { + "precision": 1.2462666532433975, + "recall": 2.380952380952381, + "f1": 1.6335968597965504, + "jaccard": 0.8235453692327444 + } + } +} \ No newline at end of file diff --git a/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Coronary_artery_disease.json b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Coronary_artery_disease.json new file mode 100644 index 0000000000000000000000000000000000000000..17478675e7a4bad89df41cadabd93d8ca0f3bc40 --- /dev/null +++ b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Coronary_artery_disease.json @@ -0,0 +1,273 @@ +{ + "significant_genes": { + "Variable": [ + "AASDH", + "A1CF", + "AAK1", + "AA06", + "A1BG", + "AADAT", + "ABCB1", + "ABCB10", + "ADPGK", + "ABHD17B", + "ADAMTS14", + "ARHGAP1", + "ADAM33", + "ABCA17P", + "ACAD11", + "ABCC5", + "ABCA9", + "AOPEP", + "ABHD14B", + "AIFM3", + "ADH4", + "ABTB1", + "ADAT2", + "MEAK7", + "AKAP13", + "ABCB8", + "AAGAB", + "CENPO", + "AKNA", + "ABHD16A", + "DCUN1D5", + "ANKFN1", + "ADCY1", + "AFF3", + "AK4", + "ACTA2", + "ABI3BP", + "ACKR3", + "ADCY5", + "CRTAP", + "ABHD17C", + "ANAPC1", + "ADARB1", + "ADAMTSL1", + "ADAM22", + "ACTG2", + "ANK2", + "CCDC71L", + "CERS6", + "RRP1", + "TRIM61", + "WNT2B", + "AGAP6", + "C1QTNF2", + "ADCYAP1R1", + "ASB3", + "ANXA1", + "C1QTNF7", + "FAHD2CP", + "ABHD12", + "ASB2", + "KRTCAP3", + "AK8", + "PRR19", + "APTX", + "EIF4E2", + "AGPAT5", + "RGMA", + "VPS33A", + "ANO7", + "TRAFD1", + "ST6GALNAC1", + "IER5L", + "MCHR1", + "UBE2E2", + "HOXB13", + "NF1", + "FXYD5", + "TMEM225", + "MAP3K13", + "MARVELD1", + "C4orf46", + "RNF185" + ], + "Coefficient": [ + -0.11463455204936432, + 0.10268833174712641, + 0.06507773239580773, + 0.06186666215918267, + 0.059225067326083916, + 0.05271845438309227, + -0.04827050875196881, + -0.046455860846991354, + 0.0455546993487757, + -0.04338140309356145, + 0.03161991821400432, + 0.027578184161869003, + -0.02731540628622489, + -0.024885586139005857, + 0.024159149352371904, + 0.022067354518604154, + -0.021551261410680426, + -0.020413640524087638, + 0.015436265517135225, + -0.015212757661834454, + -0.013899217794465726, + 0.01373894250987872, + -0.012733833438725917, + 0.012653934889240616, + 0.012611880783973062, + 0.012430452017153029, + -0.011355682022001603, + 0.010790898556344047, + -0.01013279654555657, + 0.009830393790721587, + -0.00939857784555566, + -0.007829824752765132, + 0.007104204895584457, + 0.006807874284111028, + -0.006790724782220403, + -0.006554574900815965, + -0.006024026451279337, + -0.005070025228538331, + -0.00477530025665188, + -0.004613081690860197, + 0.0038800901560418757, + -0.003718108420992471, + -0.0036868641210283373, + -0.003268673744945486, + -0.0032317126217187788, + -0.0031460744219371822, + 0.0030831043264884323, + -0.0030228825147532753, + 0.002435946468021648, + -0.002255535352794328, + 0.002236062178830684, + -0.0018685797991596685, + 0.0017664191899026875, + -0.001623639400559091, + -0.0016038902255316235, + 0.0014072719723564205, + 0.001332296669913388, + -0.001131404287677843, + -0.0010390703023000344, + 0.0009845067033910112, + -0.0007581032805448825, + 0.0007571309751362654, + 0.0006850729060395272, + 0.0005682512445437858, + -0.0005462200916886814, + -0.00048751344295437524, + -0.00048609363478378424, + -0.00047805496421625345, + 0.0003659469271678521, + 0.00016832730581230917, + 6.651547437112158e-05, + 6.639817731174319e-05, + -6.281776044032324e-05, + 5.248807195335245e-05, + -3.2409884261939774e-05, + 1.0420278743849212e-05, + -8.569275636924572e-06, + -7.236784739416879e-06, + 6.810735657950655e-06, + 6.160511294832444e-06, + -5.402677000217635e-06, + 3.988005122071826e-06, + -3.0707701334852854e-06 + ], + "Absolute Coefficient": [ + 0.11463455204936432, + 0.10268833174712641, + 0.06507773239580773, + 0.06186666215918267, + 0.059225067326083916, + 0.05271845438309227, + 0.04827050875196881, + 0.046455860846991354, + 0.0455546993487757, + 0.04338140309356145, + 0.03161991821400432, + 0.027578184161869003, + 0.02731540628622489, + 0.024885586139005857, + 0.024159149352371904, + 0.022067354518604154, + 0.021551261410680426, + 0.020413640524087638, + 0.015436265517135225, + 0.015212757661834454, + 0.013899217794465726, + 0.01373894250987872, + 0.012733833438725917, + 0.012653934889240616, + 0.012611880783973062, + 0.012430452017153029, + 0.011355682022001603, + 0.010790898556344047, + 0.01013279654555657, + 0.009830393790721587, + 0.00939857784555566, + 0.007829824752765132, + 0.007104204895584457, + 0.006807874284111028, + 0.006790724782220403, + 0.006554574900815965, + 0.006024026451279337, + 0.005070025228538331, + 0.00477530025665188, + 0.004613081690860197, + 0.0038800901560418757, + 0.003718108420992471, + 0.0036868641210283373, + 0.003268673744945486, + 0.0032317126217187788, + 0.0031460744219371822, + 0.0030831043264884323, + 0.0030228825147532753, + 0.002435946468021648, + 0.002255535352794328, + 0.002236062178830684, + 0.0018685797991596685, + 0.0017664191899026875, + 0.001623639400559091, + 0.0016038902255316235, + 0.0014072719723564205, + 0.001332296669913388, + 0.001131404287677843, + 0.0010390703023000344, + 0.0009845067033910112, + 0.0007581032805448825, + 0.0007571309751362654, + 0.0006850729060395272, + 0.0005682512445437858, + 0.0005462200916886814, + 0.00048751344295437524, + 0.00048609363478378424, + 0.00047805496421625345, + 0.0003659469271678521, + 0.00016832730581230917, + 6.651547437112158e-05, + 6.639817731174319e-05, + 6.281776044032324e-05, + 5.248807195335245e-05, + 3.2409884261939774e-05, + 1.0420278743849212e-05, + 8.569275636924572e-06, + 7.236784739416879e-06, + 6.810735657950655e-06, + 6.160511294832444e-06, + 5.402677000217635e-06, + 3.988005122071826e-06, + 3.0707701334852854e-06 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 86.66666666666666, + "precision": 53.33333333333333, + "recall": 60.0, + "f1": 56.0 + }, + "selection": { + "precision": 0.7770025839793282, + "recall": 1.4285714285714284, + "f1": 1.0052575348627981, + "jaccard": 0.506885258506556 + } + } +} \ No newline at end of file diff --git a/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Huntingtons_Disease.json b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Huntingtons_Disease.json new file mode 100644 index 0000000000000000000000000000000000000000..b062f898b886d0e7dc847c0730333d49ecc71f83 --- /dev/null +++ b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Huntingtons_Disease.json @@ -0,0 +1,123 @@ +{ + "significant_genes": { + "Variable": [ + "AP2A1", + "ARHGEF19", + "DISP1", + "CAVIN4", + "HNMT", + "ALG9", + "C4orf46", + "RILPL2", + "BEND7", + "MAGI2-AS3", + "ARHGEF11", + "ATXN7L2", + "CFAP36", + "CHML", + "MSL1", + "TMEM127", + "MCHR1", + "ANGPTL6", + "BBX", + "ADAM33", + "CFAP119", + "CCDC57", + "DAB1", + "SETBP1", + "CRTC2", + "CCN4", + "CINP", + "ANAPC1", + "BMPR2", + "CDH24", + "CEPT1", + "CASTOR2", + "LZIC" + ], + "Coefficient": [ + 0.0902825730226126, + 0.08796088365467462, + -0.08078846431038558, + 0.05856915194439191, + -0.0492885417949424, + -0.03599271813125583, + 0.029809421392051148, + -0.02308111851540004, + -0.02252906064526179, + -0.022211138893908883, + 0.018435385325487122, + 0.018344372422440004, + -0.016541959637307042, + -0.01460624161986895, + 0.010654877722704521, + 0.01032660398886736, + 0.008874205302354695, + 0.006676545939925575, + -0.005043442410986649, + -0.004180791727044134, + 0.003948794002343408, + 0.00369040792624281, + -0.0031120936169740866, + -0.0026411146999274116, + 0.0022075879620725007, + 0.0019613588729835534, + 0.0018609134824408421, + -0.0012131714168567094, + -0.0011243623425568681, + 0.0010840562601522642, + -0.00045105997377099273, + 0.0003283080458986808, + -2.14617451839196e-06 + ], + "Absolute Coefficient": [ + 0.0902825730226126, + 0.08796088365467462, + 0.08078846431038558, + 0.05856915194439191, + 0.0492885417949424, + 0.03599271813125583, + 0.029809421392051148, + 0.02308111851540004, + 0.02252906064526179, + 0.022211138893908883, + 0.018435385325487122, + 0.018344372422440004, + 0.016541959637307042, + 0.01460624161986895, + 0.010654877722704521, + 0.01032660398886736, + 0.008874205302354695, + 0.006676545939925575, + 0.005043442410986649, + 0.004180791727044134, + 0.003948794002343408, + 0.00369040792624281, + 0.0031120936169740866, + 0.0026411146999274116, + 0.0022075879620725007, + 0.0019613588729835534, + 0.0018609134824408421, + 0.0012131714168567094, + 0.0011243623425568681, + 0.0010840562601522642, + 0.00045105997377099273, + 0.0003283080458986808, + 2.14617451839196e-06 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 86.66666666666666, + "precision": 53.33333333333333, + "recall": 60.0, + "f1": 56.0 + }, + "selection": { + "precision": 1.176470588235294, + "recall": 0.9523809523809523, + "f1": 1.0526315789473684, + "jaccard": 0.5333333333333334 + } + } +} \ No newline at end of file diff --git a/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Hypertension.json b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Hypertension.json new file mode 100644 index 0000000000000000000000000000000000000000..c355fa74867d1931b44e940bb8a9733ee2390844 --- /dev/null +++ b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Hypertension.json @@ -0,0 +1,279 @@ +{ + "significant_genes": { + "Variable": [ + "AASDH", + "AAK1", + "A1BG", + "A1CF", + "ABCB1", + "ABCA9", + "ABHD17B", + "ARL17A", + "AOPEP", + "ACAD11", + "ADAT2", + "ADPGK", + "ABI3", + "ACO1", + "ABHD14B", + "AA06", + "ANKRD16", + "ANKRD9", + "LIG3", + "ADAMTS14", + "ADAMTS8", + "ABCB8", + "CHEK1", + "ABCB10", + "ACAD10", + "ADAM1A", + "ATP5MC3", + "ANO2", + "ABRAXAS1", + "ABCA17P", + "BMP2K", + "ACP3", + "CFAP119", + "BET1L", + "DR1", + "CDC42EP3", + "NOM1", + "CD99L2", + "MEAF6", + "ADRB1", + "EXT1", + "AKIP1", + "AMDHD2", + "ANKEF1", + "ADAMTS5", + "ALKBH1", + "ABTB1", + "ANKRD23", + "AEBP2", + "ABHD16A", + "CCAR2", + "CEP44", + "APOL6", + "ADCYAP1R1", + "EIF3E", + "ABI2", + "ANKRD11", + "ACTA2", + "AKAP17A", + "BRK1", + "AP1S2", + "EBF4", + "H6PD", + "ACTR3", + "ABCF1", + "ACTG2", + "FAHD2CP", + "AP1G1", + "ARRDC3-AS1", + "ALKBH6", + "CCDC150", + "TMEM127", + "ARHGEF7", + "ABCC13", + "CHORDC1", + "ADD1", + "ABHD5", + "ACY3", + "C1QTNF7", + "ARB2A", + "ARHGAP42", + "ADCY1", + "DIP2A", + "CASC15", + "ARL17B" + ], + "Coefficient": [ + -0.13553966775997617, + 0.078659270291076, + 0.07819244181339315, + 0.0769318858833263, + -0.06399538334763559, + -0.062448897661713514, + -0.04953225186441943, + -0.026775028555347077, + -0.026297546984574385, + 0.025800644967578588, + -0.022996966907429407, + 0.022673878993574655, + 0.021699245373855987, + -0.020760534820354483, + 0.01780102684310405, + 0.01623885209234764, + -0.014536934658808271, + -0.014066467390087607, + -0.012969685712471432, + 0.012826762766773261, + -0.011958561271155183, + 0.009620679508708981, + -0.009616666634582095, + -0.009563778653681732, + -0.00845127463116325, + -0.008120486957301878, + 0.008073915413818848, + -0.007778044024927298, + -0.007632770232321195, + -0.0075647899248131685, + 0.007483099574141442, + -0.007369056750304853, + 0.006697718827596368, + -0.006661093124308318, + -0.006369542207278817, + -0.005922498004144811, + -0.005904333547231758, + -0.0058954756233090665, + -0.00539442879992688, + 0.004993345831942635, + -0.004763168265925664, + 0.004200957300465068, + -0.003874802767440873, + -0.00387052174464458, + -0.003729730047213341, + -0.0035420118337974446, + 0.0034867727191500316, + -0.0029592183992525004, + -0.0029547124356832603, + 0.002569754177402121, + -0.0024062913187730068, + -0.0022832980074462394, + 0.002257429032654046, + 0.001998422822399755, + -0.001679244416838782, + -0.0016395426619584493, + -0.0015841470286686403, + -0.0015339331222302256, + 0.0012550018070331627, + 0.0012432771228481144, + 0.0009250298252062727, + -0.0008375688198861417, + 0.0007282323801537811, + -0.0006892754856879925, + 0.0006549602222512468, + -0.0004956051130393168, + -0.0004842382476232314, + 0.00043782716128172263, + 0.00043517986975766926, + -0.0004274747641463913, + -0.0003939088960396359, + 0.00034571647327654603, + -0.00034095836787623537, + 0.00029122056100986266, + -0.0002330584966278493, + 0.00019985860933368718, + 0.0001943114496753309, + -0.0001654988279518232, + -0.00012706494984031705, + -7.656179302277278e-05, + -4.434476571940006e-05, + 2.1565873988690543e-05, + 4.987970574204234e-06, + -3.4407697219689264e-06, + -4.0533500552910854e-16 + ], + "Absolute Coefficient": [ + 0.13553966775997617, + 0.078659270291076, + 0.07819244181339315, + 0.0769318858833263, + 0.06399538334763559, + 0.062448897661713514, + 0.04953225186441943, + 0.026775028555347077, + 0.026297546984574385, + 0.025800644967578588, + 0.022996966907429407, + 0.022673878993574655, + 0.021699245373855987, + 0.020760534820354483, + 0.01780102684310405, + 0.01623885209234764, + 0.014536934658808271, + 0.014066467390087607, + 0.012969685712471432, + 0.012826762766773261, + 0.011958561271155183, + 0.009620679508708981, + 0.009616666634582095, + 0.009563778653681732, + 0.00845127463116325, + 0.008120486957301878, + 0.008073915413818848, + 0.007778044024927298, + 0.007632770232321195, + 0.0075647899248131685, + 0.007483099574141442, + 0.007369056750304853, + 0.006697718827596368, + 0.006661093124308318, + 0.006369542207278817, + 0.005922498004144811, + 0.005904333547231758, + 0.0058954756233090665, + 0.00539442879992688, + 0.004993345831942635, + 0.004763168265925664, + 0.004200957300465068, + 0.003874802767440873, + 0.00387052174464458, + 0.003729730047213341, + 0.0035420118337974446, + 0.0034867727191500316, + 0.0029592183992525004, + 0.0029547124356832603, + 0.002569754177402121, + 0.0024062913187730068, + 0.0022832980074462394, + 0.002257429032654046, + 0.001998422822399755, + 0.001679244416838782, + 0.0016395426619584493, + 0.0015841470286686403, + 0.0015339331222302256, + 0.0012550018070331627, + 0.0012432771228481144, + 0.0009250298252062727, + 0.0008375688198861417, + 0.0007282323801537811, + 0.0006892754856879925, + 0.0006549602222512468, + 0.0004956051130393168, + 0.0004842382476232314, + 0.00043782716128172263, + 0.00043517986975766926, + 0.0004274747641463913, + 0.0003939088960396359, + 0.00034571647327654603, + 0.00034095836787623537, + 0.00029122056100986266, + 0.0002330584966278493, + 0.00019985860933368718, + 0.0001943114496753309, + 0.0001654988279518232, + 0.00012706494984031705, + 7.656179302277278e-05, + 4.434476571940006e-05, + 2.1565873988690543e-05, + 4.987970574204234e-06, + 3.4407697219689264e-06, + 4.0533500552910854e-16 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 93.33333333333333, + "precision": 80.0, + "recall": 70.0, + "f1": 73.33333333333333 + }, + "selection": { + "precision": 1.0152919820418485, + "recall": 1.9047619047619047, + "f1": 1.3228316333706518, + "jaccard": 0.6669435215946844 + } + } +} \ No newline at end of file diff --git a/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Liver_Cancer.json b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Liver_Cancer.json new file mode 100644 index 0000000000000000000000000000000000000000..defb7f3e9d77d0e87f77d44bd6103a154b06c4d7 --- /dev/null +++ b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Liver_Cancer.json @@ -0,0 +1,264 @@ +{ + "significant_genes": { + "Variable": [ + "A1CF", + "AASDH", + "A1BG", + "AAK1", + "ADPGK", + "AA06", + "AADAT", + "ABHD17B", + "ABCB10", + "ABCB1", + "ABHD14B", + "ADAMTS14", + "ABCA9", + "ARHGAP1", + "ABCC5", + "AIFM3", + "ABI3BP", + "AOPEP", + "ADAT2", + "ADH4", + "ADAM33", + "ACTG2", + "ABHD17C", + "ADCY1", + "AKAP13", + "ACKR3", + "AFF3", + "ACAD11", + "TRIM61", + "ACTA2", + "MEAK7", + "ANK2", + "DCUN1D5", + "ABTB1", + "ANKFN1", + "ABCB8", + "ABHD16A", + "ANXA1", + "AGPAT5", + "ADNP", + "CRTAP", + "AAGAB", + "ACO1", + "ADAM22", + "ADARB1", + "EIF4E2", + "ANAPC1", + "ACCS", + "C1QTNF2", + "ADCYAP1R1", + "CERS6", + "C1QTNF7", + "ADCY5", + "ATP6AP1L", + "IER5L", + "CA13", + "CENPO", + "CCDC71L", + "VPS33A", + "BMPR1A", + "ANO7", + "ADAM1A", + "ANKRD53", + "AGO2", + "AGAP6", + "ADIRF-AS1", + "HOXB13", + "ABHD12", + "PRR19", + "ASB2", + "AKNA", + "HNRNPR", + "ASB3", + "AK4", + "AK8", + "FEM1A", + "CTU2", + "APTX", + "MAP3K13", + "ADAMTS6" + ], + "Coefficient": [ + 0.0972597974783848, + -0.08828229788607861, + 0.06654826531175852, + 0.06410092975893446, + 0.06013222759253134, + 0.05870535965392579, + 0.057252917393942705, + -0.05023629217123044, + -0.044209435352929656, + -0.041745063944605726, + 0.0320512230355322, + 0.031096716624338203, + -0.029712062913826425, + 0.02734142650559152, + 0.021750686336434098, + -0.021458193208636952, + -0.020054883554211287, + -0.019745209268752596, + -0.017769730595540104, + -0.015752480962110883, + -0.015412314080034677, + -0.012227447335757178, + 0.011844607752310596, + 0.011674679357914199, + 0.011649403059482723, + -0.01154482134380403, + 0.011508860110085346, + 0.011375634721661362, + 0.011203434722004628, + -0.011007115635305728, + 0.009451206913710548, + 0.009381236500814159, + -0.009018801720107933, + 0.008718950435144795, + -0.008089239857051516, + 0.007565492961073171, + 0.006794368387142804, + 0.006597105016790412, + -0.006209524684552849, + 0.005895556307680355, + -0.0057942960021967705, + -0.005243002071484658, + -0.0050423595157207575, + -0.004789111155089042, + -0.004773981231097917, + -0.004668868474193165, + -0.003835576105588233, + 0.003538367490555779, + -0.0032831509408342533, + -0.003182177993923533, + 0.0030295089386130326, + -0.003020904821327309, + -0.002743780558125233, + 0.002615596235347603, + -0.002540812325736193, + 0.002440928352167983, + 0.0021012808608416905, + -0.001986174934239998, + 0.0019463976684017765, + -0.0017320045172407228, + 0.0016381904329559915, + -0.0016329694189517964, + 0.0013883628006100656, + -0.001197776737369897, + 0.001127617259011696, + 0.0009818972196009327, + 0.0009727620214691648, + 0.0009544511369947929, + 0.0007615665629174061, + -0.0006733777378185957, + -0.0005211494173848236, + -0.00038709792412408843, + 0.00035598352127594194, + -0.0003497644348549393, + 0.0001964480400268092, + -8.85441904948644e-05, + -2.7165995809627034e-05, + -2.183054829672502e-05, + 1.83800286659651e-05, + -4.886027462394712e-06 + ], + "Absolute Coefficient": [ + 0.0972597974783848, + 0.08828229788607861, + 0.06654826531175852, + 0.06410092975893446, + 0.06013222759253134, + 0.05870535965392579, + 0.057252917393942705, + 0.05023629217123044, + 0.044209435352929656, + 0.041745063944605726, + 0.0320512230355322, + 0.031096716624338203, + 0.029712062913826425, + 0.02734142650559152, + 0.021750686336434098, + 0.021458193208636952, + 0.020054883554211287, + 0.019745209268752596, + 0.017769730595540104, + 0.015752480962110883, + 0.015412314080034677, + 0.012227447335757178, + 0.011844607752310596, + 0.011674679357914199, + 0.011649403059482723, + 0.01154482134380403, + 0.011508860110085346, + 0.011375634721661362, + 0.011203434722004628, + 0.011007115635305728, + 0.009451206913710548, + 0.009381236500814159, + 0.009018801720107933, + 0.008718950435144795, + 0.008089239857051516, + 0.007565492961073171, + 0.006794368387142804, + 0.006597105016790412, + 0.006209524684552849, + 0.005895556307680355, + 0.0057942960021967705, + 0.005243002071484658, + 0.0050423595157207575, + 0.004789111155089042, + 0.004773981231097917, + 0.004668868474193165, + 0.003835576105588233, + 0.003538367490555779, + 0.0032831509408342533, + 0.003182177993923533, + 0.0030295089386130326, + 0.003020904821327309, + 0.002743780558125233, + 0.002615596235347603, + 0.002540812325736193, + 0.002440928352167983, + 0.0021012808608416905, + 0.001986174934239998, + 0.0019463976684017765, + 0.0017320045172407228, + 0.0016381904329559915, + 0.0016329694189517964, + 0.0013883628006100656, + 0.001197776737369897, + 0.001127617259011696, + 0.0009818972196009327, + 0.0009727620214691648, + 0.0009544511369947929, + 0.0007615665629174061, + 0.0006733777378185957, + 0.0005211494173848236, + 0.00038709792412408843, + 0.00035598352127594194, + 0.0003497644348549393, + 0.0001964480400268092, + 8.85441904948644e-05, + 2.7165995809627034e-05, + 2.183054829672502e-05, + 1.83800286659651e-05, + 4.886027462394712e-06 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 86.66666666666666, + "precision": 80.0, + "recall": 70.0, + "f1": 73.33333333333333 + }, + "selection": { + "precision": 0.9912870844142383, + "recall": 1.9047619047619047, + "f1": 1.3028667285248505, + "jaccard": 0.6567901838357162 + } + } +} \ No newline at end of file diff --git a/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Migraine.json b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Migraine.json new file mode 100644 index 0000000000000000000000000000000000000000..229df2e05f17bf4a415e0cd91321edf5483bb333 --- /dev/null +++ b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Migraine.json @@ -0,0 +1,231 @@ +{ + "significant_genes": { + "Variable": [ + "AASDH", + "ADAMTS14", + "A1BG", + "ABCB1", + "ABHD17B", + "AADAT", + "ADAM33", + "AA06", + "ABCB10", + "ABCA9", + "ABTB1", + "ADPGK", + "A1CF", + "ACAD11", + "ARHGAP1", + "ABCC13", + "AOPEP", + "ADH4", + "ADAMTS1", + "AFF3", + "ADAT2", + "ADAM22", + "ABHD15", + "ABHD14B", + "ADAM12", + "PRR19", + "ADAMTSL4", + "ADCY1", + "CYP4V2", + "CERS6", + "AP1G1", + "AKNA", + "ABHD4", + "ASB3", + "ABHD12", + "ABL2", + "AKAP13", + "ACKR3", + "ALKBH5", + "ACVR2A", + "GABPB1-AS1", + "C4orf46", + "MCUR1", + "ADAMTS6", + "ADCY5", + "CENPO", + "MEAK7", + "ALPK1", + "ADAM23", + "FAHD2CP", + "CELF2", + "ANAPC1", + "ATG10", + "HECA", + "ADPRH", + "ACCS", + "CHEK1", + "ABHD17C", + "CCDC57", + "COX3", + "CRTAP", + "ARSK", + "C6orf163", + "CDK3", + "ARHGEF11", + "MCHR1", + "MAP3K13", + "ANKFN1", + "ACAA2" + ], + "Coefficient": [ + -0.12750129754384448, + 0.07277824183113679, + 0.0634925771364217, + -0.054527866106843965, + -0.0533337104055063, + 0.052746045845222925, + -0.044735282337341684, + 0.03675365260357235, + -0.03281724786320012, + -0.030492761846319962, + 0.029664577674085625, + 0.0295326372300772, + 0.029196880507512124, + 0.028770742202198628, + 0.028373545233991153, + 0.027405543701557386, + -0.02515828333903623, + -0.02393681663221001, + 0.02028428824574916, + 0.01867738825347648, + -0.018602105113579324, + -0.01835225922646933, + -0.016787058489454984, + 0.013810925650935602, + 0.011349290883272654, + 0.010418233250002183, + -0.00981277391003861, + 0.008406686928322743, + -0.006672353324362347, + 0.006629287253506045, + 0.005642981370085517, + -0.005472672719786574, + -0.0054219825698451915, + 0.004630072479768664, + 0.004296562132574391, + 0.0037949317633870602, + 0.0036687683725779695, + -0.0035767562147334684, + -0.003442366158090568, + -0.0030520414690528522, + 0.0030481028293845936, + 0.0029725755434457466, + -0.002908247765819206, + -0.0028453535478657737, + -0.002677007940675692, + 0.0025346398300713237, + 0.0024209035072830483, + 0.001516981755335259, + 0.0015020723955869386, + -0.0011023895686909499, + 0.0011015909989883072, + -0.001021588345261414, + 0.0009808231938855337, + 0.0008370659583796394, + -0.000815092574375522, + 0.000658461231252613, + -0.00043379253291251274, + 0.00037974845514829195, + 0.00037515555788694515, + -0.00017256490027141178, + -0.00015653566896028776, + 0.00013760636854750813, + 0.00012331304571471508, + 6.014112493642655e-05, + 3.9287808037400694e-05, + 1.8433124213864703e-05, + 1.3837499464237372e-05, + -5.719488972271346e-06, + 1.3968776756912826e-06 + ], + "Absolute Coefficient": [ + 0.12750129754384448, + 0.07277824183113679, + 0.0634925771364217, + 0.054527866106843965, + 0.0533337104055063, + 0.052746045845222925, + 0.044735282337341684, + 0.03675365260357235, + 0.03281724786320012, + 0.030492761846319962, + 0.029664577674085625, + 0.0295326372300772, + 0.029196880507512124, + 0.028770742202198628, + 0.028373545233991153, + 0.027405543701557386, + 0.02515828333903623, + 0.02393681663221001, + 0.02028428824574916, + 0.01867738825347648, + 0.018602105113579324, + 0.01835225922646933, + 0.016787058489454984, + 0.013810925650935602, + 0.011349290883272654, + 0.010418233250002183, + 0.00981277391003861, + 0.008406686928322743, + 0.006672353324362347, + 0.006629287253506045, + 0.005642981370085517, + 0.005472672719786574, + 0.0054219825698451915, + 0.004630072479768664, + 0.004296562132574391, + 0.0037949317633870602, + 0.0036687683725779695, + 0.0035767562147334684, + 0.003442366158090568, + 0.0030520414690528522, + 0.0030481028293845936, + 0.0029725755434457466, + 0.002908247765819206, + 0.0028453535478657737, + 0.002677007940675692, + 0.0025346398300713237, + 0.0024209035072830483, + 0.001516981755335259, + 0.0015020723955869386, + 0.0011023895686909499, + 0.0011015909989883072, + 0.001021588345261414, + 0.0009808231938855337, + 0.0008370659583796394, + 0.000815092574375522, + 0.000658461231252613, + 0.00043379253291251274, + 0.00037974845514829195, + 0.00037515555788694515, + 0.00017256490027141178, + 0.00015653566896028776, + 0.00013760636854750813, + 0.00012331304571471508, + 6.014112493642655e-05, + 3.9287808037400694e-05, + 1.8433124213864703e-05, + 1.3837499464237372e-05, + 5.719488972271346e-06, + 1.3968776756912826e-06 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 86.66666666666666, + "precision": 60.0, + "recall": 50.0, + "f1": 53.33333333333333 + }, + "selection": { + "precision": 0.9874504260469174, + "recall": 1.9047619047619047, + "f1": 1.2981360949406375, + "jaccard": 0.6543978186609096 + } + } +} \ No newline at end of file diff --git a/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_None.json b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_None.json new file mode 100644 index 0000000000000000000000000000000000000000..42ce3e16f477df3e7168d75f48fd5a50dcd0b0ad --- /dev/null +++ b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_None.json @@ -0,0 +1,258 @@ +{ + "significant_genes": { + "Variable": [ + "AASDH", + "A1CF", + "AAK1", + "AA06", + "A1BG", + "AADAT", + "ABCB10", + "ABCB1", + "ADPGK", + "ABHD17B", + "ADAMTS14", + "ADAM33", + "ARHGAP1", + "ABCA17P", + "ACAD11", + "ABCC5", + "ABCA9", + "AOPEP", + "ABHD14B", + "ABTB1", + "ADH4", + "AIFM3", + "ADAT2", + "ABCB8", + "AKAP13", + "MEAK7", + "CENPO", + "AKNA", + "AAGAB", + "ABHD16A", + "DCUN1D5", + "ANKFN1", + "ADCY1", + "AK4", + "AFF3", + "ABHD17C", + "ABI3BP", + "CRTAP", + "ADCY5", + "ACKR3", + "ADAM22", + "CCDC71L", + "ACTG2", + "ACTA2", + "ANAPC1", + "ADARB1", + "CERS6", + "ADAMTSL1", + "RRP1", + "ANK2", + "ALPK1", + "TRIM61", + "AK8", + "ADCYAP1R1", + "C1QTNF2", + "WNT2B", + "AGAP6", + "ASB3", + "ABHD12", + "PRR19", + "APTX", + "ASB2", + "C1QTNF7", + "VPS33A", + "ANXA1", + "RGMA", + "UBE2E2", + "MCHR1", + "TRAFD1", + "IER5L", + "MAP3K13", + "TMEM225", + "ATG10", + "C4orf46", + "ZNF527", + "AP1G1", + "ADGRL3", + "FAHD2CP" + ], + "Coefficient": [ + -0.11464766595334434, + 0.11060479688790795, + 0.06589862801830604, + 0.060538711573000885, + 0.05627201734907096, + 0.052367072222585354, + -0.046367566343393764, + -0.045730625686321316, + 0.04493520339563171, + -0.04173108576993087, + 0.032778021690838925, + -0.028791130417618774, + 0.027613152017104705, + -0.024460539272989648, + 0.02423750263260533, + 0.02099138798021201, + -0.02068984941069349, + -0.019799134701297356, + 0.015221372305365188, + 0.01493783036583425, + -0.014604867388618992, + -0.014401467570448625, + -0.012809227624488228, + 0.012471602522562554, + 0.012459003561166197, + 0.012250687105446403, + 0.011979191562147015, + -0.011014143772597379, + -0.01067154729742471, + 0.00974642646609967, + -0.008628644348268957, + -0.008149635789331675, + 0.007695088501357651, + -0.007353920665670822, + 0.005940205285758865, + 0.005748377565606931, + -0.0053669141602973045, + -0.0049458380464322315, + -0.0045822925262899, + -0.004059747077254679, + -0.004058948931924294, + -0.003957500006092503, + -0.0037643418944704296, + -0.003738315363030332, + -0.0036525422520984263, + -0.003595007572424035, + 0.0029344336344448835, + -0.002872090683536348, + -0.0027103088505612094, + 0.002144488331392296, + 0.0020055078570663442, + 0.001507830446726623, + 0.0013972388187024325, + -0.001329388692357314, + -0.0013198978176051802, + -0.0013175390506600774, + 0.001273904408515516, + 0.0012659769090436778, + 0.0009716937377451795, + 0.0009466627459221727, + -0.000852318576058759, + -0.000820470078784408, + -0.0006890656618818205, + 0.0003352172184771298, + 0.0003341230993251208, + -0.0002774391654449999, + -0.00017212383300412045, + 0.00016901891284000034, + 0.0001534842274496251, + -7.635725705443804e-05, + 3.341837211100903e-05, + 2.3025408770103175e-05, + 1.7033669098348177e-05, + 1.4765428961022065e-05, + 6.98127768398941e-06, + 6.3898111793766055e-06, + -3.818268824688327e-06, + -1.5969718926753159e-06 + ], + "Absolute Coefficient": [ + 0.11464766595334434, + 0.11060479688790795, + 0.06589862801830604, + 0.060538711573000885, + 0.05627201734907096, + 0.052367072222585354, + 0.046367566343393764, + 0.045730625686321316, + 0.04493520339563171, + 0.04173108576993087, + 0.032778021690838925, + 0.028791130417618774, + 0.027613152017104705, + 0.024460539272989648, + 0.02423750263260533, + 0.02099138798021201, + 0.02068984941069349, + 0.019799134701297356, + 0.015221372305365188, + 0.01493783036583425, + 0.014604867388618992, + 0.014401467570448625, + 0.012809227624488228, + 0.012471602522562554, + 0.012459003561166197, + 0.012250687105446403, + 0.011979191562147015, + 0.011014143772597379, + 0.01067154729742471, + 0.00974642646609967, + 0.008628644348268957, + 0.008149635789331675, + 0.007695088501357651, + 0.007353920665670822, + 0.005940205285758865, + 0.005748377565606931, + 0.0053669141602973045, + 0.0049458380464322315, + 0.0045822925262899, + 0.004059747077254679, + 0.004058948931924294, + 0.003957500006092503, + 0.0037643418944704296, + 0.003738315363030332, + 0.0036525422520984263, + 0.003595007572424035, + 0.0029344336344448835, + 0.002872090683536348, + 0.0027103088505612094, + 0.002144488331392296, + 0.0020055078570663442, + 0.001507830446726623, + 0.0013972388187024325, + 0.001329388692357314, + 0.0013198978176051802, + 0.0013175390506600774, + 0.001273904408515516, + 0.0012659769090436778, + 0.0009716937377451795, + 0.0009466627459221727, + 0.000852318576058759, + 0.000820470078784408, + 0.0006890656618818205, + 0.0003352172184771298, + 0.0003341230993251208, + 0.0002774391654449999, + 0.00017212383300412045, + 0.00016901891284000034, + 0.0001534842274496251, + 7.635725705443804e-05, + 3.341837211100903e-05, + 2.3025408770103175e-05, + 1.7033669098348177e-05, + 1.4765428961022065e-05, + 6.98127768398941e-06, + 6.3898111793766055e-06, + 3.818268824688327e-06, + 1.5969718926753159e-06 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 86.66666666666666, + "precision": 60.0, + "recall": 60.0, + "f1": 60.0 + }, + "selection": { + "precision": 0.7297996121525534, + "recall": 1.4285714285714284, + "f1": 0.9657542807149107, + "jaccard": 0.48679738562091507 + } + } +} \ No newline at end of file diff --git a/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Obesity.json b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Obesity.json new file mode 100644 index 0000000000000000000000000000000000000000..afc7b2330247a9b43f41921705a85f2d539031dc --- /dev/null +++ b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Obesity.json @@ -0,0 +1,225 @@ +{ + "significant_genes": { + "Variable": [ + "AADAT", + "A1CF", + "ADAMTS14", + "AAK1", + "AKAP13", + "C1QTNF7", + "A1BG", + "ABCC3", + "ABHD16A", + "ADCY1", + "ABCB8", + "ACO1", + "AP1G1", + "ADAM33", + "ABI2", + "AA06", + "TMEM127", + "ABTB1", + "ABHD17C", + "MCHR1", + "ACTA2", + "ACTB", + "ANKRD9", + "DBH-AS1", + "ABCA17P", + "ADD1", + "AXIN2", + "CCDC32", + "ABCA9", + "ACSF3", + "ACCS", + "ARL17A", + "ADGRD1", + "APBA1", + "ACTG2", + "ADAMTS1", + "ADAMTS16", + "IL17RD", + "NFATC2", + "ACAD11", + "ARL14EP", + "AKIP1", + "CBLN3", + "ACP3", + "CEP152", + "BAG2", + "PGBD1", + "VPS33A", + "AOPEP", + "AP4S1", + "ANXA1", + "ANAPC1", + "CARD8", + "SUSD4", + "C4orf46", + "ARHGAP42", + "BMP2K", + "ATG10", + "FBXO5", + "DAB2IP", + "ARHGEF19", + "ABCB10", + "AQR", + "TACC1", + "MAP3K13", + "ACADSB", + "ARL17B" + ], + "Coefficient": [ + 0.1348287470773958, + 0.06760545982299336, + 0.05775332663318519, + 0.050856854385345325, + 0.04186649297213836, + -0.03416894273854673, + 0.033736234930640735, + -0.030076876826522696, + 0.029641749023238413, + 0.028630738179826254, + 0.02548053825987278, + -0.02423467642524648, + 0.02169654071558321, + -0.021186345711129213, + -0.020172626288427305, + 0.01815896942285486, + 0.01188769672698635, + 0.011658560616566704, + 0.011332180220937963, + 0.00912227366107766, + -0.00905578482477128, + 0.008973996359921611, + -0.008580365709846246, + 0.008567772991641735, + -0.008518337908585676, + 0.008495690422659085, + -0.00765756395474291, + 0.007568965361637197, + -0.007460081432812841, + 0.00729544513015307, + 0.00682262034474536, + -0.006405089787159123, + -0.006286959485803763, + 0.004782386919647814, + -0.004543962179327576, + 0.00404449270784173, + 0.00353741379951021, + -0.003517321104049614, + -0.0020435514152427076, + 0.0019630900144791616, + -0.0019550424242282148, + 0.0016120814757416629, + 0.0015571977023294196, + -0.0014576690703271714, + -0.0010323455890189227, + -0.0009399842912103516, + -0.0009071396749507982, + 0.0008776329094533397, + -0.0008302872583277168, + 0.0007414857748722704, + 0.0006059165307447079, + -0.000600354759822929, + -0.0005916225005592564, + 0.0005076876163253752, + 0.000447210125392523, + -0.000360745663896908, + 0.00034488694564288353, + 0.00027053972286681917, + 0.00022031120157891675, + 0.0001453078689850365, + 0.0001284496361503645, + -0.00011574787845973409, + -8.927795193769232e-05, + -7.999389459632773e-05, + 6.302747723797001e-06, + -5.636237072474853e-06, + -6.746146851020917e-19 + ], + "Absolute Coefficient": [ + 0.1348287470773958, + 0.06760545982299336, + 0.05775332663318519, + 0.050856854385345325, + 0.04186649297213836, + 0.03416894273854673, + 0.033736234930640735, + 0.030076876826522696, + 0.029641749023238413, + 0.028630738179826254, + 0.02548053825987278, + 0.02423467642524648, + 0.02169654071558321, + 0.021186345711129213, + 0.020172626288427305, + 0.01815896942285486, + 0.01188769672698635, + 0.011658560616566704, + 0.011332180220937963, + 0.00912227366107766, + 0.00905578482477128, + 0.008973996359921611, + 0.008580365709846246, + 0.008567772991641735, + 0.008518337908585676, + 0.008495690422659085, + 0.00765756395474291, + 0.007568965361637197, + 0.007460081432812841, + 0.00729544513015307, + 0.00682262034474536, + 0.006405089787159123, + 0.006286959485803763, + 0.004782386919647814, + 0.004543962179327576, + 0.00404449270784173, + 0.00353741379951021, + 0.003517321104049614, + 0.0020435514152427076, + 0.0019630900144791616, + 0.0019550424242282148, + 0.0016120814757416629, + 0.0015571977023294196, + 0.0014576690703271714, + 0.0010323455890189227, + 0.0009399842912103516, + 0.0009071396749507982, + 0.0008776329094533397, + 0.0008302872583277168, + 0.0007414857748722704, + 0.0006059165307447079, + 0.000600354759822929, + 0.0005916225005592564, + 0.0005076876163253752, + 0.000447210125392523, + 0.000360745663896908, + 0.00034488694564288353, + 0.00027053972286681917, + 0.00022031120157891675, + 0.0001453078689850365, + 0.0001284496361503645, + 0.00011574787845973409, + 8.927795193769232e-05, + 7.999389459632773e-05, + 6.302747723797001e-06, + 5.636237072474853e-06, + 6.746146851020917e-19 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 80.0, + "precision": 80.0, + "recall": 60.0, + "f1": 66.66666666666666 + }, + "selection": { + "precision": 0.5808080808080808, + "recall": 0.9523809523809523, + "f1": 0.7212475633528264, + "jaccard": 0.36390703829294513 + } + } +} \ No newline at end of file diff --git a/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Osteoarthritis.json b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Osteoarthritis.json new file mode 100644 index 0000000000000000000000000000000000000000..520756d767ab5e0067d249108e4de73920c5e91f --- /dev/null +++ b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Osteoarthritis.json @@ -0,0 +1,576 @@ +{ + "significant_genes": { + "Variable": [ + "A1BG", + "A1CF", + "AASDH", + "AA06", + "AADAT", + "AAK1", + "ABCB1", + "AAGAB", + "AADACL2", + "ABCG1", + "ABCF1", + "ABCA17P", + "ABHD17C", + "ABCB8", + "ABCC5", + "ABCA9", + "A1BG-AS1", + "ABHD15", + "ABCC11", + "ABHD17B", + "ABTB3", + "AASDHPPT", + "ACOT8", + "ABHD14B", + "ACKR3", + "ABHD12B", + "ABRAXAS1", + "ABCA5", + "ABRACL", + "ABCC13", + "ACAA2", + "ADAM11", + "ABI3", + "ABHD2", + "ADAMTS9", + "AARS2", + "ACOT4", + "ACAD11", + "ACBD6", + "ABCC6P1", + "ACE", + "A2MP1", + "ABCC4", + "ABCB10", + "ACTG1", + "ADPGK", + "ACTR3", + "ACO1", + "ADD1", + "ACTR2", + "ACADSB", + "ACER3", + "ACAD9", + "AHSA2P", + "ACBD5", + "ADH4", + "ADAMTS10", + "ACSS3", + "ACP6", + "AFG2A", + "ABCC3", + "ACTRT3", + "ADAM1A", + "ACTA2", + "ADAP2", + "ABHD10", + "ADAMTSL5", + "ACSM2A", + "ABHD16B", + "ACTL10", + "ACP4", + "ABI3BP", + "ADCY4", + "ABCC9", + "ABCG8", + "AGMAT", + "ACSF3", + "ACTG1P4", + "ADAMTSL4", + "ACP3", + "ABHD12", + "ABHD1", + "ABCB5", + "ACAD10", + "ACOT12", + "ACAP3", + "ATP6AP1L", + "ADAT2", + "AKAP13", + "CFAP184", + "AFG3L1P", + "ADH1B", + "ADARB1", + "ADAMTS6", + "ACTB", + "ACMSD", + "ADAMTS14", + "ADD2", + "ANKS4B", + "ADCY5", + "ACSL6", + "ANKEF1", + "ABL2", + "AGAP3", + "ADCY1", + "ADAMTS1", + "APRG1", + "ABI2", + "ADARB2", + "ASB7", + "AFDN", + "AP4S1", + "RPS23", + "AKAP12", + "ACSL5", + "ABHD18", + "DDX11", + "AOPEP", + "AFAP1-AS1", + "ADCY10P1", + "ACTL9", + "ACTRT2", + "ANKRD28", + "BPNT1", + "BIRC6", + "ACTR3C", + "HSD17B14", + "ESD", + "SYTL4", + "ACRBP", + "MARCHF8", + "ADAT3", + "ANKFY1", + "C1orf162", + "AK8", + "AMACR", + "AGO2", + "ARHGEF26", + "ATAD2B", + "ACOT6", + "AKT1S1", + "ADGRL3", + "ALKBH7", + "CLDN11", + "TBX1", + "C22orf23", + "AGFG1", + "HEXA", + "ANXA1", + "CHKB-DT", + "AR", + "IDI1", + "AGPAT5", + "APTX", + "PKD1L2", + "CMAS", + "ADAMTS16", + "ACOX1", + "C2orf49", + "COX3", + "ANKS3", + "ADAM23", + "DNAJB8", + "C2CD4C", + "CNOT3", + "FSBP", + "AK4", + "ADAMTS2", + "NOM1", + "DNAJA4", + "ADGRD1", + "REC114", + "CTU2", + "AGAP2", + "ANK2", + "COA8", + "CABYR", + "CANX", + "ADAM22", + "SHROOM1", + "ALG5", + "DNAJB11", + "AFTPH", + "SAMD9L" + ], + "Coefficient": [ + 0.15975601070870885, + 0.1547328529633978, + -0.14404129312640893, + 0.12429552436742537, + 0.12377929903692365, + 0.11695340214543612, + -0.09279181207695701, + -0.08161686365901626, + -0.06300203905945759, + -0.04873878577442435, + -0.047946757949755614, + -0.04400939876821284, + 0.04381191977123627, + -0.04377758526467221, + 0.0419004653349939, + 0.04110147166282726, + 0.03937387718490523, + -0.03907884206849945, + -0.039076977277519555, + -0.03597986969773543, + 0.034607097851262904, + 0.03300224262640819, + 0.03220364087420882, + -0.031354208014330275, + -0.03080962861608305, + 0.030183792507102278, + 0.02836245917673362, + 0.027402148562749157, + 0.02489310932889802, + 0.024560867532801577, + -0.024206044243247574, + -0.02271597800750097, + 0.02173670675626635, + 0.020864400727677798, + 0.02054951929577248, + -0.020094114666977463, + -0.020029457283877748, + 0.019609652382236435, + 0.0187279280157301, + 0.016712643391621776, + 0.015471309689989613, + -0.015403172655186485, + 0.013860536636874303, + 0.013850301634576907, + -0.013504580989226992, + 0.01330350951597409, + -0.013213048537780166, + -0.012709558646196231, + -0.012267310555960607, + 0.011048616084342005, + 0.01084169737575123, + -0.010282007940821562, + -0.009486337145267875, + 0.008956805634663698, + 0.008206126002203133, + -0.007988497641716757, + 0.007809025810585257, + -0.007752387482377721, + -0.007643993533459399, + 0.007563610011867432, + -0.007281679868822217, + -0.007237019429013342, + -0.006991986289053075, + -0.0067410090654842015, + 0.006289889388755641, + -0.006137755193578512, + -0.0061273331800600185, + 0.0058394637740851576, + 0.0056701503769884245, + 0.00534558102719875, + -0.005224063999544678, + 0.0051347359080184335, + 0.004934603655346014, + 0.004617580797404165, + -0.004446562977899384, + 0.0043796301073425106, + -0.004330620123456344, + 0.004190857385393926, + -0.00401483003666061, + 0.003971200062076101, + 0.003950894574582636, + 0.003740283628388156, + 0.0036925666083600867, + -0.003400542136732323, + -0.00289268809151659, + -0.002699927062903319, + 0.002497292693852247, + -0.0023354562489287505, + 0.0022061144528192286, + -0.0021906672502184227, + -0.0021261682889836962, + 0.0021252407504138734, + -0.0019956639360757, + -0.0019885340234772745, + -0.0019633526807181696, + -0.0019327541550642332, + 0.001896575772916119, + 0.001884879931621189, + 0.0018409224392074168, + -0.0018365656315609844, + 0.0017855898073366318, + 0.001583380913138547, + -0.0015321248362451898, + 0.0014616493772402655, + 0.0014228248995140464, + -0.0013780728353572113, + 0.0010609652355193522, + -0.0010298771974715532, + -0.001026051721796455, + -0.0009860722238104317, + -0.0009855574124325132, + 0.0009247865575774842, + -0.0009158179663349697, + 0.0008259895197120904, + -0.0006850091771715016, + -0.000638039968555691, + -0.0006189864445880778, + -0.0006178393214175101, + 0.0006121903417723075, + -0.00058956675894233, + -0.000556899296451562, + 0.00046373500430840726, + 0.0004461516551074605, + -0.0003454898802953809, + -0.0003434237974981047, + -0.0003434007966243787, + -0.0003393508589935428, + -0.00032208082934026235, + -0.00030034290017075287, + 0.0002953529356136301, + 0.0002822632287867967, + -0.0002640036203108825, + -0.0002567988173179405, + -0.00025559048480824074, + 0.00025510134269577826, + 0.0002542150415542864, + -0.00023697706146087174, + -0.00021526725536729735, + -0.00021284703299746772, + -0.0002128200363495391, + -0.00018365122535713305, + -0.0001757188591906036, + 0.00017416867122356392, + -0.00017222418637707811, + 0.00016512272709347917, + 0.00015983879904973958, + -0.00014973029092503113, + 0.00013542719914189753, + 0.000125815349406255, + 0.00012042573225446834, + -0.00010546966561015677, + 0.00010489731044937021, + -9.242133700928288e-05, + -8.747841499691629e-05, + -8.446952216446926e-05, + 6.838961584127629e-05, + -6.804189070359438e-05, + 5.13067469658683e-05, + -4.927390300717535e-05, + -4.716265237839694e-05, + 4.4803161053485474e-05, + -4.273450503759075e-05, + 4.142559593642813e-05, + 3.630830635521322e-05, + -3.474693363351154e-05, + -3.386696362056592e-05, + -3.092667625542349e-05, + -2.173160206004173e-05, + -1.6200218260790264e-05, + -1.304111748124457e-05, + -1.1145811213681314e-05, + 8.00025444505309e-06, + -7.900383953457279e-06, + 6.1326386946409154e-06, + 2.9486986492319806e-06, + 2.426567662761371e-06, + 2.268528209818377e-06, + -1.9065063402348899e-06, + -1.6718481440722944e-06, + 1.6024881141543493e-06, + -1.0264199193663432e-06, + -5.631230774904447e-07, + -4.366475385816729e-07, + -3.3672146480734673e-07 + ], + "Absolute Coefficient": [ + 0.15975601070870885, + 0.1547328529633978, + 0.14404129312640893, + 0.12429552436742537, + 0.12377929903692365, + 0.11695340214543612, + 0.09279181207695701, + 0.08161686365901626, + 0.06300203905945759, + 0.04873878577442435, + 0.047946757949755614, + 0.04400939876821284, + 0.04381191977123627, + 0.04377758526467221, + 0.0419004653349939, + 0.04110147166282726, + 0.03937387718490523, + 0.03907884206849945, + 0.039076977277519555, + 0.03597986969773543, + 0.034607097851262904, + 0.03300224262640819, + 0.03220364087420882, + 0.031354208014330275, + 0.03080962861608305, + 0.030183792507102278, + 0.02836245917673362, + 0.027402148562749157, + 0.02489310932889802, + 0.024560867532801577, + 0.024206044243247574, + 0.02271597800750097, + 0.02173670675626635, + 0.020864400727677798, + 0.02054951929577248, + 0.020094114666977463, + 0.020029457283877748, + 0.019609652382236435, + 0.0187279280157301, + 0.016712643391621776, + 0.015471309689989613, + 0.015403172655186485, + 0.013860536636874303, + 0.013850301634576907, + 0.013504580989226992, + 0.01330350951597409, + 0.013213048537780166, + 0.012709558646196231, + 0.012267310555960607, + 0.011048616084342005, + 0.01084169737575123, + 0.010282007940821562, + 0.009486337145267875, + 0.008956805634663698, + 0.008206126002203133, + 0.007988497641716757, + 0.007809025810585257, + 0.007752387482377721, + 0.007643993533459399, + 0.007563610011867432, + 0.007281679868822217, + 0.007237019429013342, + 0.006991986289053075, + 0.0067410090654842015, + 0.006289889388755641, + 0.006137755193578512, + 0.0061273331800600185, + 0.0058394637740851576, + 0.0056701503769884245, + 0.00534558102719875, + 0.005224063999544678, + 0.0051347359080184335, + 0.004934603655346014, + 0.004617580797404165, + 0.004446562977899384, + 0.0043796301073425106, + 0.004330620123456344, + 0.004190857385393926, + 0.00401483003666061, + 0.003971200062076101, + 0.003950894574582636, + 0.003740283628388156, + 0.0036925666083600867, + 0.003400542136732323, + 0.00289268809151659, + 0.002699927062903319, + 0.002497292693852247, + 0.0023354562489287505, + 0.0022061144528192286, + 0.0021906672502184227, + 0.0021261682889836962, + 0.0021252407504138734, + 0.0019956639360757, + 0.0019885340234772745, + 0.0019633526807181696, + 0.0019327541550642332, + 0.001896575772916119, + 0.001884879931621189, + 0.0018409224392074168, + 0.0018365656315609844, + 0.0017855898073366318, + 0.001583380913138547, + 0.0015321248362451898, + 0.0014616493772402655, + 0.0014228248995140464, + 0.0013780728353572113, + 0.0010609652355193522, + 0.0010298771974715532, + 0.001026051721796455, + 0.0009860722238104317, + 0.0009855574124325132, + 0.0009247865575774842, + 0.0009158179663349697, + 0.0008259895197120904, + 0.0006850091771715016, + 0.000638039968555691, + 0.0006189864445880778, + 0.0006178393214175101, + 0.0006121903417723075, + 0.00058956675894233, + 0.000556899296451562, + 0.00046373500430840726, + 0.0004461516551074605, + 0.0003454898802953809, + 0.0003434237974981047, + 0.0003434007966243787, + 0.0003393508589935428, + 0.00032208082934026235, + 0.00030034290017075287, + 0.0002953529356136301, + 0.0002822632287867967, + 0.0002640036203108825, + 0.0002567988173179405, + 0.00025559048480824074, + 0.00025510134269577826, + 0.0002542150415542864, + 0.00023697706146087174, + 0.00021526725536729735, + 0.00021284703299746772, + 0.0002128200363495391, + 0.00018365122535713305, + 0.0001757188591906036, + 0.00017416867122356392, + 0.00017222418637707811, + 0.00016512272709347917, + 0.00015983879904973958, + 0.00014973029092503113, + 0.00013542719914189753, + 0.000125815349406255, + 0.00012042573225446834, + 0.00010546966561015677, + 0.00010489731044937021, + 9.242133700928288e-05, + 8.747841499691629e-05, + 8.446952216446926e-05, + 6.838961584127629e-05, + 6.804189070359438e-05, + 5.13067469658683e-05, + 4.927390300717535e-05, + 4.716265237839694e-05, + 4.4803161053485474e-05, + 4.273450503759075e-05, + 4.142559593642813e-05, + 3.630830635521322e-05, + 3.474693363351154e-05, + 3.386696362056592e-05, + 3.092667625542349e-05, + 2.173160206004173e-05, + 1.6200218260790264e-05, + 1.304111748124457e-05, + 1.1145811213681314e-05, + 8.00025444505309e-06, + 7.900383953457279e-06, + 6.1326386946409154e-06, + 2.9486986492319806e-06, + 2.426567662761371e-06, + 2.268528209818377e-06, + 1.9065063402348899e-06, + 1.6718481440722944e-06, + 1.6024881141543493e-06, + 1.0264199193663432e-06, + 5.631230774904447e-07, + 4.366475385816729e-07, + 3.3672146480734673e-07 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 86.66666666666666, + "precision": 53.33333333333333, + "recall": 60.0, + "f1": 56.0 + }, + "selection": { + "precision": 0.828816518907324, + "recall": 2.857142857142857, + "f1": 1.2819121376114815, + "jaccard": 0.6454830092227827 + } + } +} \ No newline at end of file diff --git a/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Psoriasis.json b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Psoriasis.json new file mode 100644 index 0000000000000000000000000000000000000000..bab295de8775b1d4690cf6af7aa9d05003a24691 --- /dev/null +++ b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Psoriasis.json @@ -0,0 +1,267 @@ +{ + "significant_genes": { + "Variable": [ + "AASDH", + "AADAT", + "ADH4", + "ABCA9", + "ABCC5", + "ADPGK", + "ADAM7", + "ACKR3", + "ABHD17B", + "ABHD4", + "ABCA17P", + "ACAD11", + "ADPRH", + "ALKBH5", + "A1BG", + "AOPEP", + "ADAM33", + "ABHD16B", + "ALPK1", + "ABCB10", + "AFAP1-AS1", + "ABCC13", + "HSD17B14", + "AJM1", + "ABCB1", + "ABHD14B", + "AK9", + "ABCG1", + "ACP4", + "AKNA", + "BAG2", + "ACOT8", + "CAPN10-DT", + "ARHGEF26", + "ARHGAP1", + "ADAMTS5", + "C4orf46", + "AK8", + "ADAMTSL4", + "CYP4V2", + "CCDC57", + "ADAT2", + "ABHD12B", + "ABRAXAS1", + "ABI3", + "ABHD12", + "L3MBTL4", + "HFE", + "ARHGEF11", + "FOXN4", + "AKAP13", + "CKAP4", + "KIF3B", + "CHLSN", + "CHST11", + "EIF4E2", + "AKR1E2", + "CARMIL1", + "B3GALT6", + "C6orf147", + "CCDC42", + "GRIN3A", + "EEIG2", + "ARF1", + "MIR7515", + "APRG1", + "ATP5PB", + "CWF19L1", + "MBNL3", + "ZBED3", + "IGHG3", + "ATP2C2", + "ADAMTS13", + "ALG2", + "ABI2", + "COX3", + "ADGRG6", + "UBE2G2", + "C1orf162", + "CDH19", + "MIR7515HG" + ], + "Coefficient": [ + -0.1203084850442429, + 0.0804061378313261, + -0.06324959942933613, + -0.06213889018066116, + 0.06195610629441593, + 0.05210016243781067, + -0.039710403248503126, + -0.030133267645217853, + -0.029882980647323365, + -0.021447245029106873, + -0.020345603764712825, + 0.015753031065957348, + -0.015141949086239294, + -0.014973753668610031, + 0.01447492371284871, + -0.014094561833751632, + -0.013398010298331755, + 0.012971197615882842, + 0.012264567700840345, + -0.012125029023024446, + 0.011692242510554228, + 0.011591495861103047, + -0.011527051674596785, + 0.010061326836920605, + -0.010053815103052808, + 0.009988859682412045, + -0.009587969182696093, + -0.009111150600942445, + 0.007994774330257881, + -0.007711107861678664, + 0.007128774174942599, + -0.006607136309569559, + -0.006554021890168208, + -0.0063305025234801655, + 0.006156589716790151, + 0.005865653728743905, + 0.004951488825334981, + 0.004776159967248257, + -0.004650874472159284, + -0.004638933721245929, + 0.004594765450236185, + -0.00397016628814089, + 0.003953593678841529, + -0.003892988590759701, + 0.003859834557065135, + 0.0037274871615131672, + -0.003180979873925414, + 0.0025185437339680385, + 0.002311546215880091, + 0.0019336237433985966, + 0.001619538525021353, + -0.0014255851238448166, + -0.0013564134814676423, + 0.0012348913597874838, + -0.0011672328509693714, + -0.0010475713120279115, + 0.0009477397360227782, + -0.0009434244579422173, + -0.0007802500134809009, + 0.0007599811170066361, + 0.0007068352806933844, + 0.0007057224771051897, + -0.0006263824685706343, + 0.0005184912351522522, + 0.0005050667392365892, + 0.0004504535092757042, + -0.0003866116239123452, + 0.00036245344545964855, + -0.0003158076010119676, + -0.00030161153435564314, + 0.00028542672770908936, + 0.0002581242785472944, + 0.0001450590824672857, + -0.00011554456896870989, + -9.043653437212092e-05, + -4.065258067138807e-05, + -1.774204082126323e-05, + 3.023997768818776e-06, + -2.0690377062826877e-06, + -1.7880309189506437e-06, + 8.432683563776146e-20 + ], + "Absolute Coefficient": [ + 0.1203084850442429, + 0.0804061378313261, + 0.06324959942933613, + 0.06213889018066116, + 0.06195610629441593, + 0.05210016243781067, + 0.039710403248503126, + 0.030133267645217853, + 0.029882980647323365, + 0.021447245029106873, + 0.020345603764712825, + 0.015753031065957348, + 0.015141949086239294, + 0.014973753668610031, + 0.01447492371284871, + 0.014094561833751632, + 0.013398010298331755, + 0.012971197615882842, + 0.012264567700840345, + 0.012125029023024446, + 0.011692242510554228, + 0.011591495861103047, + 0.011527051674596785, + 0.010061326836920605, + 0.010053815103052808, + 0.009988859682412045, + 0.009587969182696093, + 0.009111150600942445, + 0.007994774330257881, + 0.007711107861678664, + 0.007128774174942599, + 0.006607136309569559, + 0.006554021890168208, + 0.0063305025234801655, + 0.006156589716790151, + 0.005865653728743905, + 0.004951488825334981, + 0.004776159967248257, + 0.004650874472159284, + 0.004638933721245929, + 0.004594765450236185, + 0.00397016628814089, + 0.003953593678841529, + 0.003892988590759701, + 0.003859834557065135, + 0.0037274871615131672, + 0.003180979873925414, + 0.0025185437339680385, + 0.002311546215880091, + 0.0019336237433985966, + 0.001619538525021353, + 0.0014255851238448166, + 0.0013564134814676423, + 0.0012348913597874838, + 0.0011672328509693714, + 0.0010475713120279115, + 0.0009477397360227782, + 0.0009434244579422173, + 0.0007802500134809009, + 0.0007599811170066361, + 0.0007068352806933844, + 0.0007057224771051897, + 0.0006263824685706343, + 0.0005184912351522522, + 0.0005050667392365892, + 0.0004504535092757042, + 0.0003866116239123452, + 0.00036245344545964855, + 0.0003158076010119676, + 0.00030161153435564314, + 0.00028542672770908936, + 0.0002581242785472944, + 0.0001450590824672857, + 0.00011554456896870989, + 9.043653437212092e-05, + 4.065258067138807e-05, + 1.774204082126323e-05, + 3.023997768818776e-06, + 2.0690377062826877e-06, + 1.7880309189506437e-06, + 8.432683563776146e-20 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 80.0, + "precision": 50.0, + "recall": 50.0, + "f1": 50.0 + }, + "selection": { + "precision": 0.5054945054945055, + "recall": 0.9523809523809523, + "f1": 0.6578947368421053, + "jaccard": 0.33169533169533166 + } + } +} \ No newline at end of file diff --git a/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Schizophrenia.json b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Schizophrenia.json new file mode 100644 index 0000000000000000000000000000000000000000..7746296bc58581cb893462a919a77d4b14f5a35d --- /dev/null +++ b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Schizophrenia.json @@ -0,0 +1,288 @@ +{ + "significant_genes": { + "Variable": [ + "A1CF", + "AASDH", + "A1BG", + "AA06", + "AAK1", + "ABCB1", + "ADPGK", + "ABHD17B", + "ABCB10", + "ADAMTS14", + "AADAT", + "ABCA9", + "AOPEP", + "ACAD11", + "ABCA17P", + "ABHD14B", + "ABHD17C", + "ADAM33", + "AIFM3", + "ARHGAP1", + "ABCC5", + "CENPO", + "DCUN1D5", + "ACTG2", + "AKNA", + "ABCB8", + "MEAK7", + "AKAP13", + "ADAT2", + "ANKFN1", + "ABHD16A", + "ADCY1", + "CRTAP", + "ARL17A", + "ABI3BP", + "ABTB1", + "ANXA1", + "AFF3", + "C1QTNF7", + "ABCC3", + "AK4", + "FAHD2CP", + "ADH4", + "RRP1", + "ASB3", + "ADAMTS12", + "AK8", + "ANKRD53", + "TRIM61", + "AGPAT4-IT1", + "AIF1L", + "ADORA3", + "ACP3", + "CCDC71L", + "AFAP1-AS1", + "FCRLB", + "VPS33A", + "ADNP", + "MEAF6", + "ALKBH1", + "ANK2", + "ZNF696", + "WNT2B", + "SNAPIN", + "HNRNPR", + "ALG9", + "AP1G1", + "CCDC134", + "GLE1", + "ADAMTSL1", + "PRR19", + "ANKRD35", + "AGO2", + "SSC5D", + "HOXB13", + "ATG10", + "ANO7", + "ASB2", + "ADAMTS16", + "NEXN", + "ADCY5", + "AXIN2", + "CCDC149", + "C16orf89", + "SERTM1", + "CA13", + "TTLL7", + "ARHGEF19" + ], + "Coefficient": [ + 0.1334145578556679, + -0.1054925177316938, + 0.06675186665941533, + 0.06348227255260169, + 0.06088422937896116, + -0.0563288285651464, + 0.04701273508863328, + -0.04604085774913767, + -0.04471176191324506, + 0.03866304729726318, + 0.03360403962627679, + -0.026291375702631938, + -0.02508212006696673, + 0.024797803002705347, + -0.024381375440989308, + 0.023775387566469457, + 0.019235515928520488, + -0.016809969310034693, + -0.0157145746958443, + 0.015685190492051356, + 0.014523648256679868, + 0.01372460300582792, + -0.012986949717272999, + -0.011819929377756888, + -0.011543694272640253, + 0.011243017531661494, + 0.010008893854767779, + 0.009154288376370957, + -0.008534769501515382, + -0.008143210556624095, + 0.00807436954095793, + 0.007029919165006, + -0.0062600866266305545, + -0.006097031007111761, + -0.005740231424337725, + 0.005454854534436446, + 0.004867492661611914, + 0.00480515125590324, + -0.004643242330183988, + -0.0040555293826774665, + -0.003976622417095604, + -0.003928131275365786, + -0.0037701860054935817, + -0.0037379446472799033, + 0.003524201083917529, + 0.0031364877063636055, + 0.0024580627685921773, + 0.002165325457960929, + 0.0017067255325047422, + 0.0013395958557739997, + 0.0011099980714068531, + -0.0011099003698346978, + -0.0009736098532726485, + -0.0007909923780310469, + 0.0007832067784571909, + 0.0007288114479814222, + 0.0006835057309079784, + 0.0006299946554829264, + -0.00045830127708324837, + -0.00043234106798759324, + 0.0003859130755134091, + 0.0003387217152263504, + -0.00031336211071640547, + 0.0003000035244486153, + -0.00025552017013399697, + -0.00025020381482465794, + 0.00022775261873080093, + 0.00019572136178469462, + 0.00018712943707910982, + -0.00018046303497647079, + 0.00017767689725441905, + -0.00015952529598486993, + -0.00013219670986416014, + -0.00011176387893233332, + 9.341342930988687e-05, + 9.302421997466774e-05, + 8.052400861533527e-05, + -6.365108729460423e-05, + 6.275175517827974e-05, + -4.958979908657493e-05, + -4.207746324906373e-05, + -4.074078885348073e-05, + -3.994726369595586e-05, + -1.4344396749010439e-05, + -2.968167429395895e-06, + 9.943580739430151e-07, + -3.429746568477669e-07, + 9.613805888452221e-08 + ], + "Absolute Coefficient": [ + 0.1334145578556679, + 0.1054925177316938, + 0.06675186665941533, + 0.06348227255260169, + 0.06088422937896116, + 0.0563288285651464, + 0.04701273508863328, + 0.04604085774913767, + 0.04471176191324506, + 0.03866304729726318, + 0.03360403962627679, + 0.026291375702631938, + 0.02508212006696673, + 0.024797803002705347, + 0.024381375440989308, + 0.023775387566469457, + 0.019235515928520488, + 0.016809969310034693, + 0.0157145746958443, + 0.015685190492051356, + 0.014523648256679868, + 0.01372460300582792, + 0.012986949717272999, + 0.011819929377756888, + 0.011543694272640253, + 0.011243017531661494, + 0.010008893854767779, + 0.009154288376370957, + 0.008534769501515382, + 0.008143210556624095, + 0.00807436954095793, + 0.007029919165006, + 0.0062600866266305545, + 0.006097031007111761, + 0.005740231424337725, + 0.005454854534436446, + 0.004867492661611914, + 0.00480515125590324, + 0.004643242330183988, + 0.0040555293826774665, + 0.003976622417095604, + 0.003928131275365786, + 0.0037701860054935817, + 0.0037379446472799033, + 0.003524201083917529, + 0.0031364877063636055, + 0.0024580627685921773, + 0.002165325457960929, + 0.0017067255325047422, + 0.0013395958557739997, + 0.0011099980714068531, + 0.0011099003698346978, + 0.0009736098532726485, + 0.0007909923780310469, + 0.0007832067784571909, + 0.0007288114479814222, + 0.0006835057309079784, + 0.0006299946554829264, + 0.00045830127708324837, + 0.00043234106798759324, + 0.0003859130755134091, + 0.0003387217152263504, + 0.00031336211071640547, + 0.0003000035244486153, + 0.00025552017013399697, + 0.00025020381482465794, + 0.00022775261873080093, + 0.00019572136178469462, + 0.00018712943707910982, + 0.00018046303497647079, + 0.00017767689725441905, + 0.00015952529598486993, + 0.00013219670986416014, + 0.00011176387893233332, + 9.341342930988687e-05, + 9.302421997466774e-05, + 8.052400861533527e-05, + 6.365108729460423e-05, + 6.275175517827974e-05, + 4.958979908657493e-05, + 4.207746324906373e-05, + 4.074078885348073e-05, + 3.994726369595586e-05, + 1.4344396749010439e-05, + 2.968167429395895e-06, + 9.943580739430151e-07, + 3.429746568477669e-07, + 9.613805888452221e-08 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 93.33333333333333, + "precision": 80.0, + "recall": 70.0, + "f1": 73.33333333333333 + }, + "selection": { + "precision": 0.9611960042252641, + "recall": 1.9047619047619047, + "f1": 1.2751820728291317, + "jaccard": 0.6427339669814611 + } + } +} \ No newline at end of file diff --git a/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Thyroid_Cancer.json b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Thyroid_Cancer.json new file mode 100644 index 0000000000000000000000000000000000000000..46230f7b14b44c070f38f94970a8a006a4162032 --- /dev/null +++ b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Thyroid_Cancer.json @@ -0,0 +1,279 @@ +{ + "significant_genes": { + "Variable": [ + "AADAT", + "ABCA17P", + "AAK1", + "A1CF", + "AA06", + "A1BG", + "ADPGK", + "ADAMTS14", + "ABCC3", + "AASDH", + "AKAP13", + "ABTB1", + "ADCY1", + "ADAM33", + "AOPEP", + "ABHD16A", + "ABCB10", + "ABCB8", + "ACTA2", + "AIFM3", + "C1QTNF7", + "ABCB1", + "ACP3", + "DCUN1D5", + "ACAD11", + "IL17RD", + "ACTG2", + "ABI3BP", + "CRTAP", + "AP1G1", + "ADCY5", + "ABCA9", + "TRIM61", + "ABHD17C", + "ANKFN1", + "ADAT2", + "ANXA1", + "VPS33A", + "ARL14EP", + "ARHGAP1", + "AFF3", + "AK4", + "ABHD14B", + "GLIPR1", + "ARHGEF19", + "ATG10", + "MCHR1", + "ADAMTS16", + "ADAMTS10", + "AAGAB", + "HOXB13", + "TMEM127", + "ACO1", + "ALS2CL", + "ANAPC1", + "CCDC32", + "ARHGEF11", + "ACTB", + "MAP3K13", + "MEAK7", + "AXIN2", + "PGBD1", + "ADD1", + "NFATC2", + "AQR", + "IAH1", + "CUTALP", + "AKAP17A", + "DBH-AS1", + "DNAJC14", + "ASB3", + "ANKRD16", + "ARL17A", + "CBLN3", + "CAPN1", + "APBA1", + "CHTF8", + "NEURL4", + "HNRNPR", + "CASC15", + "AP1M1", + "KCNAB1", + "AP2A1", + "BMP2K", + "ARL17B" + ], + "Coefficient": [ + 0.08965578995082425, + -0.07897847900279958, + 0.07692589594377074, + 0.07675314925037255, + 0.06830116429430963, + 0.0642368915888985, + 0.05965574012295576, + 0.05013265982532056, + -0.04961988885863767, + -0.046571974519684374, + 0.041033609821237514, + 0.029684440202149952, + 0.027198056053552275, + -0.021302272639849112, + -0.019395916379637036, + 0.018444059150480308, + -0.01765640245846088, + 0.01647377821541159, + -0.016188499321897153, + -0.015995725018546528, + -0.013278149055892443, + -0.011551825788809375, + -0.009595623969889453, + -0.0089658763687255, + 0.008546210559451341, + -0.007019695990940805, + -0.006617628490119112, + -0.006494746669061024, + -0.006100431033411715, + 0.005911861179497202, + -0.005876623007498513, + -0.005757678848295209, + 0.0057426950574539564, + 0.00559097956009877, + -0.0055266353271505924, + -0.005383306755688933, + 0.005185929175391848, + 0.005042341684389938, + -0.0048844931951284865, + 0.0042899372372269835, + 0.004049772438547653, + -0.0039301153947298925, + 0.0038392212147095894, + -0.003601087868779449, + 0.003499415580178401, + 0.0033264031516750192, + 0.0031543068531444023, + 0.003024257180836615, + 0.00297424752028708, + -0.002957539664433578, + 0.002907211699185718, + 0.0025780626523978618, + -0.0024161051955587432, + -0.002236320888839754, + -0.0021442674735183197, + 0.0020902604276408234, + 0.0017392753898437619, + 0.0016778037199039328, + 0.0014855296958168154, + 0.0013941563477629314, + -0.0013683457123901744, + -0.0008985626750411298, + 0.0007314737963737883, + -0.000660564113196121, + -0.0006444445033357283, + 0.0006416946065698094, + -0.0006235670444399775, + 0.0005759629817338751, + 0.0004895812158830959, + 0.0004843942631816793, + 0.0004213013369563796, + -0.00037433384079817584, + -0.0003544213304618702, + 0.0003322851347263261, + 0.00032551679908487453, + 0.00023218532305433492, + 0.0001779716511596257, + 0.00016709608670946793, + -0.0001462496422439804, + -0.00010324283235163714, + 8.720498278656e-05, + 2.71476007350668e-05, + 2.344062414211815e-05, + 4.1851697938986666e-06, + -9.324138683375338e-18 + ], + "Absolute Coefficient": [ + 0.08965578995082425, + 0.07897847900279958, + 0.07692589594377074, + 0.07675314925037255, + 0.06830116429430963, + 0.0642368915888985, + 0.05965574012295576, + 0.05013265982532056, + 0.04961988885863767, + 0.046571974519684374, + 0.041033609821237514, + 0.029684440202149952, + 0.027198056053552275, + 0.021302272639849112, + 0.019395916379637036, + 0.018444059150480308, + 0.01765640245846088, + 0.01647377821541159, + 0.016188499321897153, + 0.015995725018546528, + 0.013278149055892443, + 0.011551825788809375, + 0.009595623969889453, + 0.0089658763687255, + 0.008546210559451341, + 0.007019695990940805, + 0.006617628490119112, + 0.006494746669061024, + 0.006100431033411715, + 0.005911861179497202, + 0.005876623007498513, + 0.005757678848295209, + 0.0057426950574539564, + 0.00559097956009877, + 0.0055266353271505924, + 0.005383306755688933, + 0.005185929175391848, + 0.005042341684389938, + 0.0048844931951284865, + 0.0042899372372269835, + 0.004049772438547653, + 0.0039301153947298925, + 0.0038392212147095894, + 0.003601087868779449, + 0.003499415580178401, + 0.0033264031516750192, + 0.0031543068531444023, + 0.003024257180836615, + 0.00297424752028708, + 0.002957539664433578, + 0.002907211699185718, + 0.0025780626523978618, + 0.0024161051955587432, + 0.002236320888839754, + 0.0021442674735183197, + 0.0020902604276408234, + 0.0017392753898437619, + 0.0016778037199039328, + 0.0014855296958168154, + 0.0013941563477629314, + 0.0013683457123901744, + 0.0008985626750411298, + 0.0007314737963737883, + 0.000660564113196121, + 0.0006444445033357283, + 0.0006416946065698094, + 0.0006235670444399775, + 0.0005759629817338751, + 0.0004895812158830959, + 0.0004843942631816793, + 0.0004213013369563796, + 0.00037433384079817584, + 0.0003544213304618702, + 0.0003322851347263261, + 0.00032551679908487453, + 0.00023218532305433492, + 0.0001779716511596257, + 0.00016709608670946793, + 0.0001462496422439804, + 0.00010324283235163714, + 8.720498278656e-05, + 2.71476007350668e-05, + 2.344062414211815e-05, + 4.1851697938986666e-06, + 9.324138683375338e-18 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 80.0, + "precision": 50.0, + "recall": 50.0, + "f1": 50.0 + }, + "selection": { + "precision": 1.2960934789498677, + "recall": 2.380952380952381, + "f1": 1.6734521778510048, + "jaccard": 0.8438264443765023 + } + } +} \ No newline at end of file diff --git a/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Type_1_Diabetes.json b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Type_1_Diabetes.json new file mode 100644 index 0000000000000000000000000000000000000000..059be52458abee571ca0af66082651b9f40ca450 --- /dev/null +++ b/output/regress/Polycystic_Ovary_Syndrome/significant_genes_condition_Type_1_Diabetes.json @@ -0,0 +1,240 @@ +{ + "significant_genes": { + "Variable": [ + "AASDH", + "A1CF", + "ABCB1", + "AAK1", + "AADAT", + "ABCB10", + "AA06", + "ADPGK", + "ADAMTS14", + "ABHD17B", + "A1BG", + "ACAD11", + "ADAM33", + "ARHGAP1", + "ABCA17P", + "ABCA9", + "AOPEP", + "ABCC5", + "ABTB1", + "ABHD14B", + "ABHD16A", + "ABHD17C", + "AAGAB", + "AKAP13", + "ADH4", + "AGO2", + "MEAK7", + "CENPO", + "ABCB8", + "ADAT2", + "DCUN1D5", + "AIFM3", + "AKNA", + "ACKR3", + "AGPAT4-IT1", + "ADAMTS6", + "ADARB1", + "ABHD12", + "AFF3", + "ANXA1", + "FAHD2CP", + "ABI3BP", + "AGAP6", + "ANKFN1", + "CCDC71L", + "KRTCAP3", + "CERS6", + "ADCY1", + "ASB3", + "ATAT1", + "ANAPC1", + "ANK2", + "ADAMTSL1", + "APTX", + "ADCYAP1R1", + "PRR19", + "ADCY5", + "C1QTNF2", + "CCDST", + "AK4", + "C1QTNF7", + "ASB2", + "ANOS1", + "ACTA2", + "LYSMD1", + "FCRLB", + "SERPINA1", + "ANKRD34A", + "WNT2B", + "ADAM22", + "CRTAP", + "FBXW7" + ], + "Coefficient": [ + -0.13150343404007395, + 0.07969656631350115, + -0.0789499580326243, + 0.06896535633515195, + 0.054273220222735875, + -0.04694188251932932, + 0.038198487311234985, + 0.036474615969316095, + 0.035770227238878266, + -0.033023414145209255, + 0.031158486009806936, + 0.029514330409084202, + -0.028531169535105153, + 0.02797356135300504, + -0.025988486667545427, + -0.025171343928743654, + -0.02375831957673338, + 0.022277072102133297, + 0.01717381004128163, + 0.01673139232413568, + 0.01429463018329507, + 0.01420771187990946, + -0.013702458585844257, + 0.01360188017200837, + -0.013436164007559027, + -0.012482701160359981, + 0.011889961000731813, + 0.011715161803315919, + 0.011087245677389479, + -0.01043308957501942, + -0.009308479813254458, + -0.009256657746915357, + -0.009193562020907493, + -0.008985487729814386, + 0.008207246969015269, + -0.007904161798852614, + -0.0071154060446776525, + 0.005626172236537117, + 0.005365291407662172, + 0.005188699760603549, + -0.0048906718430019825, + -0.003799244658200746, + 0.00351554195303889, + -0.003472513935989254, + -0.00263299122040588, + 0.0022806038544178177, + 0.0018165891244236241, + 0.001788101096803582, + 0.0015493423600915573, + 0.0014611415921796324, + -0.0014469720049470776, + 0.001135985813520865, + -0.0010796759392829151, + -0.0008772403452232103, + -0.0008758247155304632, + 0.0007514207758536937, + -0.0006795314888393483, + -0.0005827047360604594, + 0.0005432495066918403, + -0.0005078557933000039, + -0.00040356133123197217, + -0.000380009542740306, + -0.0003789594941796696, + -0.00036901330668881417, + 0.00036598880904986446, + 0.00028075392635742313, + -0.0002579835836083388, + -0.00025783910788902036, + -0.00014266889191682605, + -9.864585827846958e-05, + -4.04264958009393e-05, + -1.140656180167425e-05 + ], + "Absolute Coefficient": [ + 0.13150343404007395, + 0.07969656631350115, + 0.0789499580326243, + 0.06896535633515195, + 0.054273220222735875, + 0.04694188251932932, + 0.038198487311234985, + 0.036474615969316095, + 0.035770227238878266, + 0.033023414145209255, + 0.031158486009806936, + 0.029514330409084202, + 0.028531169535105153, + 0.02797356135300504, + 0.025988486667545427, + 0.025171343928743654, + 0.02375831957673338, + 0.022277072102133297, + 0.01717381004128163, + 0.01673139232413568, + 0.01429463018329507, + 0.01420771187990946, + 0.013702458585844257, + 0.01360188017200837, + 0.013436164007559027, + 0.012482701160359981, + 0.011889961000731813, + 0.011715161803315919, + 0.011087245677389479, + 0.01043308957501942, + 0.009308479813254458, + 0.009256657746915357, + 0.009193562020907493, + 0.008985487729814386, + 0.008207246969015269, + 0.007904161798852614, + 0.0071154060446776525, + 0.005626172236537117, + 0.005365291407662172, + 0.005188699760603549, + 0.0048906718430019825, + 0.003799244658200746, + 0.00351554195303889, + 0.003472513935989254, + 0.00263299122040588, + 0.0022806038544178177, + 0.0018165891244236241, + 0.001788101096803582, + 0.0015493423600915573, + 0.0014611415921796324, + 0.0014469720049470776, + 0.001135985813520865, + 0.0010796759392829151, + 0.0008772403452232103, + 0.0008758247155304632, + 0.0007514207758536937, + 0.0006795314888393483, + 0.0005827047360604594, + 0.0005432495066918403, + 0.0005078557933000039, + 0.00040356133123197217, + 0.000380009542740306, + 0.0003789594941796696, + 0.00036901330668881417, + 0.00036598880904986446, + 0.00028075392635742313, + 0.0002579835836083388, + 0.00025783910788902036, + 0.00014266889191682605, + 9.864585827846958e-05, + 4.04264958009393e-05, + 1.140656180167425e-05 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 80.0, + "precision": 73.33333333333333, + "recall": 70.0, + "f1": 69.33333333333333 + }, + "selection": { + "precision": 0.7292264727355209, + "recall": 1.4285714285714284, + "f1": 0.9637045276644832, + "jaccard": 0.4857684008378046 + } + } +} \ No newline at end of file diff --git a/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Age.json b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Age.json new file mode 100644 index 0000000000000000000000000000000000000000..f56dec9a02af1686cc3cacf955e373d8206cd093 --- /dev/null +++ b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Age.json @@ -0,0 +1,3876 @@ +{ + "significant_genes": { + "Variable": [ + "AATF", + "AADAC", + "ACTMAP", + "A2M", + "ALPK2", + "ABCF2", + "ABCC6", + "ACSM5", + "ACSM4", + "ACADVL", + "ACOT4", + "ADAMTS12", + "ANKRD40", + "AAMDC", + "ABHD2", + "AASDHPPT", + "ABCB10", + "ACOT2", + "ADGRG4", + "ACTN3", + "ACRV1", + "ABI3BP", + "ABCE1", + "AGR2", + "ALDH4A1", + "ABCC10", + "ART3", + "ABCB8", + "ACAT2", + "ALDH1L1", + "AACS", + "ABCC13", + "ADGRE4P", + "ACSM2A", + "AFG1L", + "ABLIM3", + "ABCC8", + "ABCA8", + "AK2", + "AGRP", + "ADAMTSL2", + "AADACL3", + "ADAMTSL5", + "ABHD17B", + "AEN", + "AHCYL2", + "ALDOB", + "ABCA6", + "ARHGAP24", + "AFF2", + "ADRA1A", + "ABHD1", + "ALKBH4", + "ADAM21P1", + "ACSM3", + "ABLIM2", + "ARL3", + "ABCA12", + "ACTR2", + "AKAP7", + "ABHD13", + "ABCA11P", + "ACO2", + "ACBD6", + "ACTR5", + "ADAD1", + "ACMSD", + "ADCYAP1", + "ACTR10", + "ABCB5", + "ABHD5", + "AARSD1", + "ADCY9", + "AOX1", + "ABCC9", + "AGER", + "ADAP2", + "ABHD17A", + "ALAD", + "BPIFA4P", + "ADGRD2", + "ADH5", + "ARHGAP22", + "ANKZF1", + "ACKR1", + "ABHD12", + "ACOT1", + "ARHGAP23", + "AIRIM", + "ANKK1", + "A3GALT2", + "ADAD2", + "ABCC4", + "BBS5", + "APLP1", + "APBA3", + "ADCY1", + "ACTRT1", + "ASIP", + "ADGRG2", + "ALOX12P2", + "AKAP1", + "ANGEL2", + "ABI1", + "ALDH1L2", + "ABRAXAS1", + "ABCA10", + "APCS", + "BMP5", + "ABRA", + "AP4M1", + "ANO3", + "AKAP8", + "ALX1", + "AGAP7P", + "ACSL5", + "ALG1L1P", + "ADAM21", + "ALDH7A1", + "ADGRG6", + "AARS1", + "AP2S1", + "ABCB4", + "BHLHE22", + "C1orf167", + "ACKR3", + "ALG9", + "ACER1", + "ANGPT2", + "ADCK5", + "AKR1B15", + "ACACB", + "ATG10", + "ASXL1", + "ABAT", + "ABCD1", + "APLN", + "ADORA3", + "C3orf20", + "ARFRP1", + "ARSL", + "ALDH18A1", + "ALDH16A1", + "ABCB11", + "ADGRV1", + "ADAM5", + "APCDD1", + "APOBEC3H", + "ANK3", + "HMGB4", + "AKR1C8", + "ADO", + "AFDN-DT", + "ADIPOR1", + "ADA", + "ATXN1L", + "C2", + "AFAP1L1", + "CETN3", + "ADK", + "ADAMTSL4", + "AEBP1", + "CTXN2", + "ARID1A", + "AK3", + "ACAP3", + "ACTL10", + "ARHGEF19", + "ABCF3", + "ADAM32", + "AADAT", + "ANKAR", + "ADGRF2P", + "BANP", + "ACTL6B", + "ADORA1", + "BAGE2", + "CHRM1", + "AACSP1", + "ANKFN1", + "CACNA2D1", + "ALCAM", + "APEX2", + "ANKRD13C", + "AP2A2", + "ANO1", + "ASTE1", + "ADAMTS8", + "AIPL1", + "ACTL7A", + "AP4B1", + "ADAM22", + "ABR", + "COLEC10", + "ANKRD34A", + "ANO7", + "AP5S1", + "A1BG", + "ACP2", + "ARID3C", + "AP4E1", + "ACTR6", + "AHSP", + "ARHGEF15", + "ACVR2A", + "ALPL", + "ADTRP", + "ACSM2B", + "ARHGEF16", + "APOLD1", + "ABHD11", + "AAK1", + "AURKC", + "CLEC4GP1", + "ACVR1C", + "AGT", + "ATF1", + "ANKMY1", + "CNPY1", + "ANKRA2", + "BDH2", + "C12orf43", + "ASPN", + "ABRAXAS2", + "AMER3", + "CAND2", + "ANKS4B", + "CD109", + "AKAP14", + "CRTC3", + "AQP4", + "AMPH", + "BMERB1", + "ACSM1", + "ANAPC15", + "ADAMTSL1", + "C1orf216", + "FUZ", + "AAAS", + "CAPN11", + "CA14", + "ADAMTS10", + "DHX30", + "ATRX", + "GARNL3", + "BCL2L12", + "ANAPC2", + "ARMH4", + "ACP5", + "AMPD3", + "ANKRD24", + "ADAM8", + "ADCY4", + "AKIRIN2", + "ADGRB2", + "ARHGEF28", + "CCDC27", + "ATP5MC3", + "SCTR", + "ARLN", + "ADGRF4", + "ADARB1", + "AQP1", + "AICDA", + "CALR3", + "ADAMTS16", + "ABCB1", + "FAM225B", + "ANOS1", + "CDH7", + "ATP10D", + "AMELX", + "BAHCC1", + "BMAL2", + "CLLU1-AS1", + "ANKRD20A8P", + "AKAP6", + "AMHR2", + "BDNF-AS", + "ANKLE2", + "AGAP4", + "DAZL", + "ANKIB1", + "ACTBL2", + "ACYP1", + "AP1S1", + "ADIPOR2", + "ARHGAP32", + "BRDT", + "ADAM7", + "AAGAB", + "ADAMTS1", + "COL11A1", + "ATAT1", + "ALDH3A2", + "ACO1", + "BCO2", + "AIG1", + "ACTG1", + "APOBEC3D", + "CCAR2", + "AHSG", + "ACADL", + "MGAT5", + "AADACL4", + "AMY2B", + "ACOD1", + "DUX3", + "FAM90A13", + "ARHGEF25", + "C16orf87", + "AIF1", + "BRI3BP", + "CDYL", + "ANKRD54", + "BPESC1", + "ATAD3B", + "CHRDL2", + "ATRNL1", + "BRS3", + "AAR2", + "BTNL2", + "ABI3", + "ACBD5", + "CDKL3", + "ACR", + "AVP", + "CASP9", + "DAZ4", + "CGREF1", + "ANAPC7", + "ANKRD31", + "ABCB9", + "AMDHD2", + "LILRA3", + "COQ3", + "C10orf55", + "CLSTN2", + "GLRA1", + "ASB16-AS1", + "C3orf18", + "LOC654780", + "CACNA1A", + "ADAM15", + "BRWD1-AS2", + "ATXN2L", + "AZGP1", + "CBX8", + "ACOX3", + "ANK1", + "DHDH", + "AKIRIN1", + "ATF6B", + "CHST2", + "DAPL1", + "AFDN", + "C7orf57", + "ANKRD18A", + "CHRM4", + "ANKRD18B", + "CHDH", + "ACOXL", + "TRIM42", + "AKR1A1", + "ABCA3", + "DEFB103A", + "ASAH1", + "BCAT1", + "ANXA8", + "BMP2KL", + "AASS", + "CCDC116", + "AGPAT3", + "AXIN2", + "DLST", + "CENPL", + "ANAPC4", + "SNORD113-5", + "ADGRL1", + "ANO2", + "CHD1L", + "ACTN2", + "ANXA2P1", + "C1QBP", + "CFAP20", + "ADGRE3", + "AGBL2", + "ADGRA3", + "BCL9L", + "C1orf53", + "PAFAH1B3", + "CDC14C", + "ADORA2B", + "ANKRD20A11P", + "ADGRA1", + "CLEC4M", + "CFAP53", + "ADGRL3", + "ARMCX5", + "ABITRAM", + "CARD19", + "AKR1C4", + "ADH4", + "AKNA", + "COL13A1", + "AQP6", + "ABCD2", + "AGAP11", + "ABO", + "BTBD16", + "ADAM17", + "ANP32E", + "ANKRD20A2P", + "ARSB", + "ADAMTS4", + "AGO2", + "A4GNT", + "DRAXIN", + "ADAMTS7", + "APMAP", + "ABCA1", + "ATP6V1F", + "CLDN3", + "ARHGAP10", + "DTX1", + "FBXL2", + "ATP5PD", + "CNR2", + "ABCA9", + "ARRDC1-AS1", + "HRG", + "ANKRD35", + "ANLN", + "ALPK3", + "DUOXA1", + "ASB12", + "AFM", + "ARHGAP5", + "ACYP2", + "CATSPERE", + "AGPAT4", + "ANKUB1", + "AGAP6", + "CRTAP", + "CARNS1", + "CBLL1", + "CLTCL1", + "APOL6", + "ADAM18", + "CNTNAP1", + "KCTD21", + "ABCF1", + "ATP13A2", + "FANCB", + "C5", + "COL4A5", + "ALYREF", + "CSNK1E", + "BIRC2", + "MIR302B", + "NLRP3", + "C16orf78", + "ACAP2", + "CLN8", + "LOC613038", + "PBX3", + "CCDC146", + "ANKRD27", + "APEH", + "CHRNB2", + "ACSS3", + "CCDC42", + "C8orf58", + "ABTB1", + "CPE", + "CLCN1", + "CCDC144A", + "EPS15L1", + "COL5A3", + "TMEM52", + "BST1", + "RLBP1", + "ATP6V1G3", + "BEND4", + "ARL14", + "CARMIL1", + "C3AR1", + "CLIP3", + "GINS2", + "CLDN23", + "BAIAP2", + "ASB18", + "CPNE9", + "BNC2", + "PADI3", + "IL1RAPL2", + "CCNK", + "CFAP141", + "ACTC1", + "ARR3", + "APOC3", + "EXD1", + "AGRN", + "BDKRB2", + "CPT1A", + "MIR602", + "CCDC83", + "COL15A1", + "AGAP10P", + "CITED1", + "BBIP1", + "BOC", + "ARID5B", + "BCAM", + "BCHE", + "AMFR", + "C2CD6", + "INSM2", + "ANKRD40CL", + "THOC6", + "LOC646804", + "PKD1L1-AS1", + "KCNH5", + "CNTN4", + "RASD2", + "IFITM5", + "CDKN1B", + "CRTC1", + "C10orf53", + "CAPNS2", + "KCNH3", + "ATP6V1G2", + "ADGRF1", + "GDPD5", + "E2F1", + "ANXA4", + "ASPSCR1", + "AP3D1", + "BIRC8", + "AMBN", + "CLDN1", + "CGB1", + "CELF6", + "ADAMDEC1", + "CACNG6", + "ABCC2", + "EDIL3", + "CCDC71", + "ADRA2A", + "AMMECR1", + "ARMCX3", + "BMPER", + "DNAH5", + "GCK", + "C1orf105", + "ARFIP2", + "BPY2", + "BLCAP", + "LOC727980", + "ABCG4", + "ARL17A", + "DUX4L8", + "AWAT2", + "ALG6", + "BARHL2", + "ADIPOQ", + "AVPR1A", + "CPZ", + "FABP2", + "ASCC2", + "FIGLA", + "AGO1", + "FST", + "CHSY1", + "ANP32A", + "ASIC1", + "CABIN1", + "IQUB", + "DEFB107B", + "AP1M2", + "CSMD2", + "PRODH2", + "CAVIN4", + "CHPF2", + "TACC2", + "AATK", + "CRLF1", + "ABCC3", + "ASPHD1", + "ADCY2", + "BUD31", + "ALDH2", + "ATP2B4", + "ATP5MF", + "ATE1", + "DYNC2H1", + "CERS4", + "ACKR4", + "CACNA1H", + "ADGRG7", + "BRD1", + "C20orf96", + "ARHGEF7", + "CCHCR1", + "ANXA9", + "FGFR2", + "CHKB", + "ATP6V1B1", + "FRAS1", + "CCDC162P", + "ARHGAP31", + "DPEP1", + "BMP3", + "FAM120C", + "CHRM5", + "CACNA1F", + "GLI4", + "ACLY", + "ATP12A", + "ARHGAP12", + "ALKBH7", + "NQO2", + "CAD", + "CLDN6", + "AGPS", + "ETV5", + "CORO1B", + "L1CAM", + "BCAS4", + "AKAP10", + "B3GNT7", + "ARPC5", + "ANKRD2", + "IER5L", + "MOCOS", + "ENPP6", + "CSH1", + "CCNB2", + "CPLX1", + "ABTB3", + "CSF1", + "CTSL3P", + "HPN", + "ADRB3", + "XKR7", + "DLX6-AS1", + "CCDC191", + "ABCB6", + "ALKBH5", + "EGFL8", + "FTCD", + "MRGPRX1", + "CLCNKA", + "CLCA4", + "ANKRD53", + "AGTR2", + "KRTAP23-1", + "AXIN1", + "ANKRD16", + "AKT2", + "ACTRT3", + "CFAP298-TCP10L", + "C1S", + "ATP5PF", + "NSMCE1", + "ASNSD1", + "ADGB", + "ABHD14B", + "FFAR4", + "ADA2", + "BOD1", + "NUS1P3", + "HDGF", + "ANKS1B", + "AHCY", + "KIAA1217", + "ALDH3A1", + "C17orf50", + "FAM90A16", + "C11orf98", + "ALKBH3", + "BCS1L", + "CCR5", + "CEACAM18", + "ARHGAP8", + "FRK", + "ALDH3B1", + "BCO1", + "BLK", + "ALKAL1", + "DSCAML1", + "ALG10", + "CCL15", + "COMP", + "DRD3", + "AGBL1", + "ARHGAP35", + "CRYBB3", + "CEP72", + "AMPD1", + "CA6", + "ARL13B", + "BZW1", + "ANXA10", + "C11orf87", + "APOB", + "FAM187B", + "ABHD8", + "ALDH1A3", + "RER1", + "CATSPERD", + "BAGE", + "ARMC8", + "CDH18", + "ADRM1", + "H3C2", + "KIAA1210", + "CD300E", + "ASB3", + "ACTA1", + "ARMC7", + "CLIP2", + "B3GNT3", + "CELP", + "TMEM171", + "APRT", + "CD19", + "HCRTR2", + "OR8H1", + "AMH", + "CHRDL1", + "LOC647264", + "SNORD51", + "ALDH9A1", + "LOC100131496", + "AKR1C6P", + "CCT4", + "ANXA2", + "CDCP1", + "CMC2", + "CBR1", + "AKR7A2", + "RAD54L", + "CCDC13", + "ATOSB", + "ADAM19", + "BRD3OS", + "ELOA3BP", + "DRGX", + "EFNB1", + "GRAMD1B", + "BCL10", + "C8orf74", + "SPIRE2", + "AMELY", + "ZNF843", + "AGAP9", + "ARSJ", + "CD72", + "NPDC1", + "DNAH17", + "ADHFE1", + "AGBL3", + "RBFA", + "OR1A1", + "LIMA1", + "ATN1", + "CYP4Z2P", + "ASIC4", + "GPR83", + "ACAT1", + "LINC00696", + "LRP3", + "ASB13", + "C1QL4", + "CCDC152", + "ADGRG1", + "FAAP24", + "LOC729218", + "BPIFB4", + "ADNP2", + "LACC1", + "MTSS2", + "COL18A1-AS1", + "CCDC144NL", + "BBLN", + "ARMS2", + "AGPAT5", + "ATP5MK", + "ARL17B", + "CCNB3", + "OMD", + "GLDC", + "COG7", + "WNT1", + "CXADRP2", + "FAM219A", + "MIR524", + "CDRT4", + "KLK2", + "ASIC5", + "FMN2", + "MYL9", + "LOC100130872", + "ANKRD20A1", + "ADAM10", + "EPCIP", + "IFNA5", + "KCNJ5", + "TBX6", + "CABP5", + "CSPG4", + "HEBP1", + "CRY2", + "CDC42EP2", + "CLHC1", + "CCIN", + "C2CD4A", + "CRCT1", + "CCDC7", + "MVK", + "CENPM", + "AQP11", + "PKD2L2", + "CDK15", + "HLA-DOB", + "HENMT1", + "CA5A", + "PNKD", + "MIR1915HG", + "ATP2A1", + "C12orf50", + "GPR152", + "ATP6V0A1", + "ANGPTL1", + "ISL2", + "GPX3", + "ADAT2", + "ANKRD11", + "HSD11B1", + "COX5B", + "HLA-C", + "BTNL3", + "CNTF", + "TOP1MT", + "AKT1S1", + "BDH1", + "ABCG1", + "AUNIP", + "NXF4", + "CDK9", + "FAM87A", + "CHI3L2", + "GEMIN4", + "BAD", + "BPHL", + "MIR141", + "ASB17", + "CHRNB1", + "PBLD", + "DSCR9", + "CAPN14", + "ADPRH", + "ARF5", + "CBLN1", + "ADGRD1", + "BLOC1S2", + "ARHGAP19", + "BAK1", + "DNHD1", + "FAM210A", + "ARG2", + "ADH5P4", + "NAV3", + "AZU1", + "SNORD91B", + "COX11", + "ATL3", + "DNAH14", + "CDH22", + "ERICH4", + "MIR629", + "CLEC11A", + "CLK2", + "EPHA2", + "C2orf15", + "ADD3", + "ELFN1", + "TRPM4", + "EXOSC2", + "DNAJC5B", + "ARHGAP9", + "FGFR4", + "CD4", + "SPACA5", + "ADCYAP1R1", + "MYL10", + "CNTNAP2", + "EIF4ENIF1", + "ARIH2OS", + "MIR548Q", + "ATP1B1", + "MIR620", + "CHAT", + "MPV17", + "BABAM1", + "AFG2B", + "LZTS1", + "CCK", + "BPI", + "RCN3", + "FAM90A20", + "DMP1", + "ADAMTS3", + "INO80C", + "MUC15", + "C2CD4D", + "CES5A", + "LYSMD4", + "GRHL3", + "DDX43", + "HAS1", + "MIR494", + "C1QA", + "LIMD2", + "IL22", + "KCMF1", + "LCE4A", + "ERCC6", + "ASB5", + "CLEC12B", + "CCNQP1", + "CDK3", + "GAS1", + "ADCY7", + "DERPC", + "ZNF607", + "HOXA11-AS", + "BAZ2A", + "DANCR", + "ALS2CL", + "ASCC1", + "EME1", + "CHRNB4", + "CLBA1", + "CDC42SE2", + "APOBEC4", + "BHLHE23", + "APEX1", + "ADRB1", + "ARL5C", + "MAP1LC3C", + "DRD1", + "C1orf21", + "AIFM1", + "CTIF", + "PCDHGA4", + "ACOT11", + "GNRHR2", + "ADSS2", + "IL12B", + "HNF1B", + "H2BC21", + "DNAI3", + "C1orf146", + "CLIC4", + "BICDL2", + "GCC2", + "CNGA4", + "EMID1", + "ARNT2", + "CDCA2", + "BMP1", + "CD101", + "ASIC2", + "CDC40", + "AKR1C1", + "CFHR1", + "ARL8A", + "BAG3", + "DIS3L", + "ATP1A1-AS1", + "APOE", + "EML5", + "ADSS1", + "OR8G2P", + "TMSB15A", + "GABRB1", + "NWD2", + "AASDH", + "HOXD10", + "MIRLET7C", + "ODAD3", + "CCDC144CP", + "AGTPBP1", + "C1GALT1", + "LDLRAD3", + "CALML3", + "AHSA2P", + "CDK5RAP1", + "AMER1", + "PHLDB1", + "DHRS3", + "KRT81", + "CD177", + "COL26A1", + "BBS10", + "CSPG5", + "IL19", + "NCK1", + "ARRDC5", + "KLK5", + "GIGYF1", + "DMWD", + "FKSG49", + "GDF9", + "CARMIL2", + "AGL", + "KCNA1", + "ACSS1", + "ARHGAP29", + "ADGRB1", + "PPIL6", + "ADIRF", + "CAPN3", + "CDKN2B", + "CREBL2", + "COIL", + "BCAR4", + "AFF4", + "COMMD7", + "LTB4R", + "DGCR2", + "GRM4", + "AP1G1", + "DNAJC17", + "BAZ1B", + "BTNL9", + "ACTR3B", + "MAGEA2B", + "BORA", + "SFMBT2", + "CIAPIN1", + "ATP1B2", + "ACTB", + "C3orf38", + "CD180", + "CCDC85B", + "CSNK1A1P1", + "ADGRG5", + "CXCR3", + "TBPL2", + "CRISP3", + "CBLL2", + "GMDS", + "ACSL3", + "LRRC36", + "DDX56", + "AQP2", + "PRSS53", + "NMU", + "DMAC2L", + "KRCC1", + "FILIP1", + "CENPU", + "C11orf16", + "CCDC148", + "MIR7-3", + "DBX2", + "OBSL1", + "CDRT15P1", + "B4GALNT3", + "CLPSL2", + "CEP63", + "ARSK", + "C19orf18", + "ATP10A", + "ANKRD22", + "SPACDR", + "EHD3", + "UCK2", + "MIR455", + "CAMTA2", + "ADIG", + "OVGP1", + "GIP", + "GJA4", + "C1orf141", + "AMN1", + "MIR761", + "FAM170B", + "CDH16", + "ALOX5", + "C12orf76", + "SAMD13", + "FAM120B", + "INSM1", + "SVOP", + "ADGRG3", + "HCG27", + "BBS4", + "PRSS37", + "SPESP1", + "CNTROB", + "MIR29B1", + "H2BW2", + "ARMC3", + "ADAMTS20", + "EGFL7", + "LOC151760", + "DPEP3", + "AFAP1", + "ARFGAP1", + "BCL7B", + "COX14", + "ECE2", + "DEFB130A", + "ACTR1A", + "CCKAR", + "RBMY1A1", + "MIR193B", + "RBP1", + "KANK1", + "CELF3", + "RCN1", + "PAGE1", + "AGXT2", + "DISC1", + "SNORD119", + "LRRC32", + "MRPL9", + "F10", + "NR2F2", + "RIN1", + "ACSL6", + "CRMP1", + "ELMOD2", + "BNIP1", + "BOLA3", + "NR0B2", + "ARMCX5-GPRASP2", + "AMMECR1L", + "CPXM2", + "SUPT16H", + "MMP8", + "MMP15", + "GLYAT", + "LOC391322", + "ATG2B", + "ANGPTL7", + "C3", + "CHRNB3", + "HDX", + "GCOM1", + "CEMP1", + "IRX5", + "CASP8", + "ARHGAP11A", + "LTC4S", + "INO80", + "CDKAL1", + "ART5", + "CADM2", + "ADORA2A", + "CCDC25", + "NMRAL1", + "FAM3A", + "ELP5", + "ADRA1B", + "HOXD9", + "CARD11", + "BIRC6", + "MFSD5", + "RENBP", + "CEP135", + "CFC1B", + "FGF17", + "AMZ1", + "EPHA1", + "ENTPD1", + "MRPL28", + "CD38", + "DCUN1D2", + "IL12RB1", + "BMX", + "APIP", + "EOLA1", + "GATA1", + "ALDH1B1", + "KCNC4", + "APOOL", + "OR4S2", + "CCP110", + "ADAT1", + "GPR31", + "GGT7", + "CDK6", + "SNORA25", + "CCNF", + "BTN2A3P", + "IL6ST", + "BIN1", + "PCDHGB8P", + "PRPF38B", + "BARX2", + "GTF2A1L", + "PGAM1", + "PPARA", + "ANXA3", + "CYP2F1", + "SNPH", + "BCL2A1", + "NEURL2", + "ATP2B2", + "CCDC142", + "MRO", + "DRC12", + "LAMB2", + "CECR2", + "BLVRB", + "CLTC", + "BAG6", + "SH3RF3", + "ANGPTL4", + "ZNF454", + "WDR48", + "STX5", + "AKAP11", + "LIN54", + "KRTAP6-3", + "CD209", + "DOK5", + "CATSPERB", + "CUL3", + "DEFA6", + "DCAF8L2", + "CCL27", + "AHNAK", + "PNMA8B", + "CHST1", + "NFATC3", + "CFAP61", + "ASXL2", + "FAM221B", + "CCT3", + "BTG4", + "FBXO24", + "CYP39A1", + "DEFB131A", + "TP73", + "CMTM8", + "SLC3A2", + "ACTN1", + "MAGEB3", + "CTPS2", + "CERS5", + "C3orf70", + "TP53BP2", + "ADAMTS5", + "ARMCX1", + "CHD5", + "ALG14", + "RFC3", + "AEBP2", + "RRH", + "ATF2", + "TSKS", + "MIR1277", + "CIBAR1", + "PDCL", + "PNCK", + "DACT2", + "LOC727884", + "COMMD4", + "SCGB3A2", + "FABP5P7", + "OR2G6", + "CRB1", + "LAMB3", + "FAP", + "LOC401957", + "CALB1", + "HRNR", + "LCLAT1" + ], + "Coefficient": [ + 0.042581893415209696, + 0.035315034929914925, + 0.03299052793159814, + 0.0324033371674329, + 0.03236181732886609, + 0.028065373180709573, + 0.026996719336043862, + -0.026512911446626392, + -0.02647279224700578, + -0.026449051893259714, + -0.02560044781712479, + 0.025303774630052085, + 0.024445501682041085, + -0.02443713530647242, + -0.024200068521459922, + -0.023872096582479664, + -0.023690427419418153, + -0.023110978019136832, + 0.023025251156809617, + 0.02293721147999244, + 0.02272336915948323, + 0.022224723578780824, + 0.02217427065044734, + 0.022045891602525892, + 0.02203503039413248, + 0.021648226519533964, + 0.021422742981237697, + -0.021325822833315515, + -0.020481382618062136, + -0.02030109386647387, + -0.019247587310169713, + 0.01908237926489252, + 0.018739156742493178, + 0.018673763154221028, + -0.018432607829635166, + -0.018155836102071443, + -0.0180297191885221, + -0.017937335276363518, + -0.01793142108412119, + -0.017714245484731366, + -0.017538765527334604, + 0.017503636683009718, + -0.017245847725301383, + -0.01719604368458047, + -0.01705712842274201, + 0.017023034277177447, + 0.0159822092420369, + 0.01589124508002788, + 0.01580729157633391, + 0.015781829933775502, + -0.01550260527627984, + 0.015355513064271537, + -0.01508577073900088, + -0.014934080027216837, + -0.014767740013500834, + -0.01475961912946627, + 0.01459764811684999, + -0.014021427447376179, + 0.013863786460342467, + -0.013808413029231335, + -0.013799265451929192, + 0.013741721279471144, + 0.013543123278783492, + 0.013513496910825895, + -0.013497817852137944, + 0.013319528632231726, + -0.013118878862046256, + -0.012918368107804931, + 0.0129068717184956, + 0.012906084857201397, + 0.012885309204182415, + -0.012684967903835059, + 0.012653067552752086, + -0.012415993353513117, + 0.012341577886099922, + -0.012199214081604714, + -0.01219121262682522, + 0.0121262212245103, + 0.012123572315874465, + 0.011786331208425791, + -0.011738144445345265, + 0.011703629877323644, + 0.011542828021806555, + 0.011502073982720648, + -0.011439293416174903, + -0.0113406315331393, + -0.011296885741461291, + 0.011175974050523299, + 0.011029351079638889, + -0.011016840914136013, + 0.010987399203910399, + -0.010932076405108803, + 0.010924024760300358, + 0.01088570318387558, + -0.010883058902373326, + 0.010882101265194476, + -0.010772059184492063, + 0.010648403800083632, + -0.01046146045077683, + 0.010361931709817144, + 0.010230180519836258, + -0.010140178593070016, + 0.010131953210327206, + 0.010120322352142356, + 0.010107126373438457, + 0.00998797031604358, + 0.0098859484169887, + 0.009662994376615608, + 0.009625042426957706, + 0.009617657141908348, + -0.009548277243112042, + -0.0093972084909124, + 0.00932077421560064, + -0.009246031277528939, + -0.009239149767827626, + -0.009145904969371099, + 0.009135602236407728, + -0.009086107212954391, + 0.008952250868771598, + -0.008936746385251645, + 0.008930496750278225, + -0.008884468471196246, + -0.008864326185148243, + -0.008810001283989044, + 0.008808368983367284, + 0.008804346745796953, + -0.008786009300147864, + -0.008685802366519594, + -0.00866839227230425, + 0.008626695022394291, + 0.008576107284430323, + 0.008544129149083035, + -0.008426446301740735, + 0.0083550738570809, + 0.00831504815458073, + 0.008311223511466653, + -0.008281884614399207, + -0.008210962070948178, + 0.008206693531367912, + -0.008178423901286796, + -0.008117518835860536, + -0.00808580998334968, + -0.008060611360932654, + -0.008036538286917952, + 0.007999545093597687, + 0.00799795431878664, + -0.007977810472179657, + -0.00795730376928951, + 0.00790633334045581, + -0.0077698863936834185, + -0.007666779028806921, + 0.007616072006810556, + 0.0076077180406187404, + 0.007538488737592459, + 0.007537033166736785, + -0.007502479484831248, + -0.00748348247562698, + 0.007455918387129226, + 0.007355737473140093, + -0.007343849928309908, + -0.007337229036889726, + 0.007334490498473692, + 0.007292265654502245, + 0.007256430542544776, + 0.0071554399145191865, + 0.007147402498077959, + 0.007130961224693989, + 0.007099402217313592, + 0.0070307190091292, + -0.006987900897807511, + -0.006983902129640526, + -0.006819437928877359, + -0.006744236798511593, + 0.006639755020011816, + -0.006625922646326319, + 0.0065727796076534475, + 0.00648039502462272, + 0.006466089776075682, + 0.006465650780159678, + 0.0064217583439850874, + 0.006406194020946327, + 0.006369129285216462, + -0.006332982031947283, + 0.006329978175760949, + -0.006317637941942825, + 0.006283374771767829, + -0.006236356168808831, + -0.006204416954859273, + 0.006200090602396923, + -0.006173587156889302, + 0.0061614294551384, + 0.006139831168572021, + -0.006132416199260219, + 0.006106995301528407, + -0.006100206398340347, + 0.006075056263713624, + 0.0060080350925295995, + 0.005996024593243698, + 0.005995078267026052, + -0.005968743442348615, + 0.005949485533706396, + 0.005938702681033481, + -0.0059386252917659095, + -0.00590169165044689, + 0.005867960399563484, + -0.005802902668103839, + -0.005795023997954046, + -0.005785597373178014, + -0.005778131000697939, + 0.00575938127892213, + 0.005757875197667858, + -0.0057540504565448585, + -0.005714587902102421, + 0.00564795701107858, + 0.005647749143868416, + 0.005626399555056161, + 0.005613503568528256, + -0.005596788880752291, + 0.005562271761477513, + 0.005509813191416425, + 0.0054912427986591236, + -0.005437478026133597, + -0.005388673142057507, + -0.005329152070436335, + 0.005291596824813094, + -0.00515596295076981, + -0.005143239633579529, + -0.005141194934043591, + -0.005076791375012468, + -0.005075270854814667, + 0.005042231316615074, + -0.005011449471337605, + -0.0049798692156497225, + -0.004967200138383496, + 0.0049510920431496954, + -0.004884316141792368, + 0.004854493598980995, + -0.004851968862403366, + -0.004831701287060894, + -0.004741240091914588, + -0.004713124458802826, + 0.004706575553247674, + 0.004659461515753423, + -0.004645874228252171, + -0.004589537205942855, + -0.004575109992054347, + -0.004548417465414645, + -0.00453783201589493, + -0.004534600718175608, + 0.004530691357226919, + -0.004470352134348955, + -0.004440904511352396, + -0.0044044102500921615, + -0.004387290442302671, + 0.004383688703454383, + 0.00437253513752793, + -0.0043379068478914245, + -0.0043331963733145105, + 0.0043108808865132365, + -0.004300745155352451, + 0.004292905041392391, + 0.004256008252848007, + 0.004253690869626221, + 0.004235651638640849, + 0.004232396698366712, + -0.004228209576283224, + -0.004215925146396839, + -0.004201020186983697, + -0.004198362506297102, + 0.0041734842032726295, + -0.004169168819795077, + -0.004161533130857724, + -0.004156630266873515, + 0.004151479616922748, + 0.004147162445372618, + -0.004145398215260232, + -0.004117332707595995, + -0.004117108095979338, + -0.004110930414541812, + 0.0041087945124731445, + 0.004101892127397546, + 0.004096415413171186, + -0.004084085838608061, + 0.0040528333039227295, + 0.0040511252841438795, + -0.004050305522778038, + 0.004049172281804893, + -0.004039878964578679, + -0.004012901467922367, + -0.003967766237526177, + -0.003965699583841871, + -0.00395778832681568, + -0.0039505659821612955, + -0.003947886581160011, + -0.003945392415958028, + 0.003929193696851606, + -0.003909356573578857, + 0.003907963334069418, + -0.00389963399307829, + -0.003894819042609811, + -0.003877145903092858, + -0.003852633544822156, + -0.003808470184290265, + -0.0037844496810537955, + 0.0037603279106128134, + 0.003748341570722391, + -0.0037322296807932647, + -0.003724306996646934, + -0.003719620603874558, + 0.0037168986206332507, + -0.0037153336996578372, + 0.003712568480131715, + -0.0037060594653299055, + 0.003697316272418852, + 0.003696602299029795, + -0.0036893300511914168, + -0.00366572781816624, + 0.003665137097056477, + 0.0036060116358472795, + 0.0036002360836715195, + 0.0035917632040657166, + -0.003591103116062938, + -0.0035871735244939152, + 0.0035654514670902205, + 0.0035426726377712436, + 0.003507192637099662, + 0.0035040766451839003, + 0.003497442369729248, + 0.003493674861028602, + -0.003491894717689291, + -0.00349038368282208, + 0.0034901315619846243, + 0.0034788626321029252, + 0.003470429062754688, + -0.0034653462455556225, + -0.0034581114414791976, + -0.003430419958308364, + 0.0034198883556676, + 0.0034045205587808656, + -0.0033832915952594403, + 0.0033827250131996584, + -0.0033817077672009797, + -0.003334496390920705, + -0.003323727106152458, + 0.003321860653602644, + -0.0033135932974976408, + -0.0033077301614961004, + -0.003290014791560581, + -0.0032650276034108996, + 0.0032535083122439664, + -0.003251003454857452, + 0.0032476151691719387, + 0.003236833124990503, + -0.003230389892664462, + 0.003230378779260098, + 0.0032237959550282347, + 0.0032205199005135602, + 0.003213211008390649, + 0.0032091832425374354, + 0.0031962732998602086, + -0.0031939293404753847, + 0.0031925089198517366, + -0.003191887257750394, + -0.003184969212739328, + 0.0031550911181875444, + -0.003112880518032699, + 0.003112088497410578, + -0.0030907863649391808, + -0.003089628828129412, + -0.003088684357127576, + -0.0030606016801576477, + 0.0030298978842476397, + -0.0030245739351586827, + -0.003017847078788749, + 0.003014380050925658, + -0.0030007247163376994, + 0.0029978088885614365, + -0.002980664370228203, + 0.002979711568794079, + -0.0029754969916879724, + 0.002948226900306319, + 0.0029460444598166636, + -0.0029446046275368575, + -0.0029334227472710716, + 0.0029329261257301452, + 0.0029317263525682966, + 0.002920613851443948, + -0.0028835036423992457, + -0.002864202889616391, + 0.0028640287197362253, + 0.0028583990730129565, + -0.002825250559865094, + 0.0028125320268218147, + 0.0028069453326235224, + 0.0027815413556652835, + -0.0027710049425013522, + 0.0027608029321734245, + -0.0027506227342141585, + -0.00275000877831617, + 0.0027468740469785238, + 0.0027189802803440216, + -0.0027141037481869515, + -0.0027106149809430565, + 0.002700538907355271, + -0.002676363883113654, + 0.0026515567716446226, + -0.002638859779149675, + -0.0026301696968329224, + -0.002625689323094005, + 0.0026017141087444056, + 0.002583999088188814, + 0.0025752314747671656, + 0.002553461025728091, + 0.0025501910010643325, + 0.0025390199951651126, + 0.0025179319097180636, + -0.002497532890107407, + -0.0024923029853257286, + -0.0024697009778965134, + -0.0024658117860268335, + -0.002462865182912639, + -0.0024596732490488214, + -0.002458565321124681, + -0.0024539318320208913, + -0.0024519596746158784, + 0.002451472819012059, + -0.0024493685624951277, + 0.0024325141821288877, + 0.002426011873933288, + 0.00239989371766033, + 0.0023915947896065567, + -0.0023883908842123767, + -0.002383114131557639, + 0.0023817963685885462, + 0.0023711651071679778, + 0.002370921430316001, + 0.0023623164932491942, + 0.002354676360656226, + 0.0023199967590594845, + -0.002309379016324846, + 0.002308826869612904, + 0.0022870573835760966, + 0.002274579767793986, + -0.0022561606220228136, + -0.002245781122590804, + 0.0022439829927522565, + -0.0022403711982663323, + -0.0022325301498171647, + -0.002225434444744934, + -0.0022221402940920437, + -0.002212838832670062, + -0.0022111499696932492, + -0.0022101056933685847, + -0.002204277479805892, + 0.0021829004872442404, + 0.002146549218273175, + 0.002146508371209799, + -0.0021310120680843743, + 0.002121689121351645, + 0.0020910020807461613, + -0.002083010587847928, + 0.002077058696242287, + -0.0020768489529780264, + 0.00207045515350562, + 0.0020537390146250618, + -0.0020296623501737244, + 0.002002898506089505, + -0.0020015907279302275, + 0.0020007498121546235, + 0.0019968219635789508, + 0.0019883594661554297, + -0.001983555214979402, + 0.001975688608246558, + 0.001964565750865332, + -0.001962373239071193, + 0.0019586554997842107, + 0.0019503124968389062, + -0.0019464512585809384, + -0.001942929182198111, + 0.0019420391322891926, + -0.0019315269697947216, + 0.0019313176781375774, + 0.0019277829324750933, + -0.0019245428761161271, + 0.0019127816425042708, + 0.0019119811181393825, + 0.0019046574127172396, + 0.0019009122832757159, + 0.0018924787013517798, + -0.0018906524826829405, + -0.0018598650677889583, + 0.001857120767086285, + -0.001838340285034473, + 0.0018348532777661465, + 0.0018216800095146206, + 0.0018204183065562575, + -0.0017958033225099542, + -0.0017939848080448355, + -0.0017881688417045775, + 0.0017803373416195951, + -0.0017755796789473437, + -0.0017716363466443016, + -0.0017695983452229531, + -0.0017667075627926117, + 0.0017651562799964376, + -0.0017626678031330124, + 0.0017536241148057602, + 0.0017408396277364196, + 0.0017257920523502126, + -0.0017223910125852592, + -0.001697670563520651, + 0.0016954696194008334, + -0.001692757702485637, + 0.001679563289149541, + -0.0016788967288747742, + -0.0016761490010767065, + -0.0016692627626629186, + 0.0016671221202735646, + -0.0016667149804583047, + 0.0016624218371492693, + 0.0016536617953397065, + -0.0016488797014264638, + 0.0016453566586082625, + 0.0016411639123197262, + 0.001640505162847143, + -0.0016401360571588327, + 0.001639994637816497, + 0.0016352367569798917, + 0.0016262338604582842, + 0.0016115691203960043, + 0.001608412285088259, + -0.0016015285655448953, + 0.001599093087080559, + -0.0015925612506563027, + 0.0015894370892812265, + -0.0015814177219625628, + 0.0015796289366779466, + 0.0015780685794544091, + 0.0015766658386384671, + 0.0015708099137229099, + -0.0015694659497179151, + -0.0015692636103537033, + 0.0015664264881007622, + -0.0015628529680236766, + 0.001562325500137155, + -0.0015504960009604305, + -0.0015416056682954497, + 0.0015200363952167794, + -0.001516012403895809, + -0.0015063519356387815, + 0.001505136081153758, + 0.0015024783545306514, + -0.001500322024892157, + -0.0014904852105453634, + 0.0014837688749695327, + 0.0014827211672557546, + 0.0014818699228320838, + 0.0014816276399289793, + 0.0014795391999336074, + -0.0014778063831820622, + 0.0014770135637961587, + -0.0014691089263381067, + -0.0014623605354446405, + 0.0014593369915379168, + 0.001456505227311283, + 0.0014508752312527374, + -0.001450044408962408, + -0.0014422244896849313, + -0.0014299424914480687, + -0.0014279472336663655, + 0.001423589699017726, + 0.0014162707889974339, + -0.0014160701955643136, + -0.0014029268953396708, + 0.0013965591219790156, + 0.0013921611522729612, + 0.0013897595284339131, + -0.0013837529976432562, + -0.001379571134182548, + -0.001378485690294121, + -0.0013781850267910846, + -0.0013758673957682435, + 0.0013734594138720042, + 0.001372863651055159, + -0.0013668582930781888, + -0.0013600271264213304, + -0.0013573709222011276, + 0.0013491105504231363, + 0.0013486402829920537, + 0.0013448804343451654, + 0.001338549092320772, + -0.0013343647620881426, + 0.0013187027811567564, + 0.0013151937068024144, + -0.001310575266382403, + -0.001307222000090125, + 0.0013001581898325798, + -0.001298179244546403, + 0.0012885462333508016, + 0.0012878896188258753, + 0.0012808471243514015, + -0.0012790804394432103, + 0.00127711260656492, + -0.0012733908620434367, + 0.0012722661044979558, + -0.0012687932284786044, + 0.0012546597419152386, + -0.0012441935735176299, + -0.0012374809259409188, + 0.0012358508085125966, + -0.0012357434542135746, + -0.0012296441255311133, + 0.0012270216538114258, + -0.0012152870275757156, + -0.001201572153681323, + 0.0011986435193393496, + -0.001195200769016645, + -0.0011826896288084446, + -0.001182357401315582, + 0.0011733233777998927, + -0.0011719710367738762, + -0.0011608025254897416, + 0.0011595040811062456, + -0.0011529885825687473, + -0.0011520191629944534, + -0.0011512229865573416, + 0.0011472033347756701, + 0.001146605869034016, + 0.0011438074965993954, + 0.0011328935230090684, + 0.0011327962963344276, + 0.0011280094129782379, + -0.0011237220545309182, + 0.001120053045557371, + 0.0011186488722786654, + 0.0011170877244978243, + -0.0011123752649013566, + -0.0011115310864809255, + 0.0011011562860422136, + 0.0010973051172133426, + 0.0010927699271418786, + 0.0010858793355408357, + 0.0010800648525885026, + -0.0010740601506039325, + 0.0010680770018755622, + -0.0010676684212640281, + -0.0010633873856861634, + 0.0010570344807766675, + 0.0010530689673139463, + -0.0010504325652176663, + 0.0010449490017960274, + 0.0010374587702940365, + -0.0010267025338083985, + -0.001024570555162343, + -0.0010236011220065178, + 0.0010183395408739611, + 0.0010151266316343402, + -0.001011169721233141, + 0.0010003734281683124, + 0.000996912531336672, + -0.0009964573995889282, + -0.0009949876375656363, + -0.0009941457385531484, + -0.000986874246581242, + 0.000982881240416761, + 0.0009761839061667345, + -0.000974853307852331, + 0.0009719870945323316, + -0.0009710317708519594, + -0.0009706325419727964, + -0.0009704182737404351, + 0.0009635986250173332, + 0.0009623889900568742, + 0.0009571674810918819, + 0.0009515856128489076, + 0.000946497111760212, + 0.0009454125418338788, + 0.0009444953020720226, + 0.0009405101970640851, + 0.0009398702739810502, + -0.0009373650911419301, + -0.000929896927220727, + -0.0009275421162736781, + -0.0009251694168648087, + 0.0009251313106939901, + 0.0009233180322600783, + 0.0009186593268188767, + -0.0009125504937539415, + 0.0009096596613637296, + 0.0009023050488510668, + 0.0009002454649991587, + -0.0008987783936667304, + -0.0008963286569190454, + -0.0008903845422190389, + 0.0008881914125706238, + 0.0008816665363366077, + -0.0008724638411257889, + -0.0008659516207824219, + 0.0008631375842537088, + 0.0008602475000053817, + 0.0008597521292372868, + -0.0008594655630743231, + -0.0008581122949203079, + -0.0008424919864525643, + 0.0008414287362542179, + -0.0008364126849983504, + -0.0008322373605106779, + 0.0008297223919429556, + 0.0008263395693267974, + -0.000823733891284748, + -0.0008225983193010714, + 0.0008191391211253568, + -0.0008179724697511027, + -0.0008151508088683395, + 0.000813671528982292, + 0.0008109441602296559, + 0.0008091727906317962, + -0.0008064816278927713, + -0.0008060234987199015, + 0.0008046925112147037, + 0.0008031614500858757, + 0.0008002255422730629, + -0.000787458633455768, + 0.0007857434553411173, + 0.0007813128131333304, + 0.0007788398764343715, + 0.000776173780856367, + -0.0007752057368733577, + -0.0007742177111137231, + 0.000772699818446016, + 0.0007724290298843154, + 0.0007653957406083574, + -0.0007649591614307678, + 0.0007603348150645792, + 0.0007582893184549147, + -0.0007580927046728492, + 0.0007536334008530607, + -0.0007518740934927924, + 0.0007495203299526986, + -0.000748201689555459, + -0.0007470243619443919, + 0.0007468650219314321, + 0.0007459474152145871, + 0.0007435079587488823, + 0.000736943740827363, + -0.0007362471582392916, + -0.000734254888523844, + 0.0007334768467134107, + -0.0007274087064138154, + 0.0007250890932741813, + 0.0007250584057519597, + -0.0007246064753965119, + 0.000720483537833188, + 0.0007193080075054482, + 0.0007142974800539062, + -0.0007116044985884665, + 0.0007110898461572255, + 0.0007092314140142873, + 0.0007069912685921961, + -0.0007051089719684699, + -0.0007050906354736169, + -0.0007045877629172155, + 0.0007020491474473039, + -0.0007002687639247927, + 0.0006993342526506786, + 0.0006962783383923164, + 0.0006951671474074186, + 0.0006948791712049364, + 0.0006923321775479203, + 0.0006892866293205193, + -0.0006871614998791653, + -0.0006823623941673378, + -0.0006806048980755012, + 0.0006744024290148942, + 0.0006739155226915011, + -0.0006715523683912553, + -0.0006696356624536998, + 0.0006654124755343024, + -0.0006641533215414306, + -0.0006628082575959717, + 0.0006596959399744731, + -0.0006518140589334433, + 0.0006493678904154903, + 0.0006462397364502555, + 0.000643121790556783, + 0.0006410858180919206, + -0.000640339640353429, + -0.0006377383739289499, + 0.0006256412658401748, + 0.0006239980531753802, + -0.0006154076174987526, + 0.0006137444874821674, + -0.0006128956081848986, + 0.0006097421269082794, + -0.0006078499202572615, + 0.0006067074087159144, + -0.0006066289186622574, + -0.0006065140479346309, + 0.0006036580778077236, + -0.0006034742961640879, + -0.0005975990246317383, + -0.0005935007892220711, + 0.0005933244659242775, + -0.0005854463106274953, + 0.0005803446801330377, + -0.0005725796921128924, + -0.0005687083534141413, + -0.0005649828979467528, + -0.0005635451914684078, + 0.0005585099576720084, + 0.0005543049632027185, + -0.0005527545593046086, + 0.0005483322793068648, + 0.0005481262842543775, + 0.000546826389762406, + 0.0005467780463763441, + 0.000544474052984242, + 0.0005430729666865777, + 0.0005387264765722298, + 0.0005299320185664373, + 0.0005294885902763778, + -0.0005275663754592432, + -0.0005250949971413354, + -0.0005249728172206772, + 0.0005244724924602562, + -0.0005215107430625652, + 0.0005161263672527044, + 0.0005159708064236231, + 0.0005110563490167998, + -0.0005102402431543692, + 0.0005094324427921125, + 0.0005063437465480525, + 0.0005061673313156601, + 0.000500530239597445, + 0.0004950090964994762, + 0.0004929001437142504, + -0.000491145603677957, + 0.0004894509168696245, + 0.0004891871567462183, + -0.0004879987443358288, + 0.0004861006641055719, + -0.0004809228353491319, + -0.00047981466964382136, + 0.00047704821253563735, + -0.00047676161404108694, + -0.00047558979832285986, + -0.00047265765641859854, + -0.0004598079908956865, + -0.00045627493003243957, + -0.00045173935962787527, + 0.0004512223834473979, + -0.00045063381267005693, + -0.00044861204083348376, + 0.00044555250163027973, + 0.0004454711611505284, + 0.000441841469909078, + -0.0004413904563563307, + -0.0004402166461266251, + -0.0004388689325887103, + 0.0004379423093936931, + -0.0004367368416065909, + -0.0004366189603414429, + -0.00043447678525863025, + 0.00043322440976031125, + -0.00043086844199962825, + -0.00042988709187953935, + 0.0004288030684956332, + 0.00042582873710582793, + -0.00042339764173996125, + 0.00042330078013162053, + 0.0004226044902138568, + 0.00042179743809272005, + 0.0004180895326467226, + 0.00041758093554014863, + -0.0004152135690276766, + -0.0004135406225337116, + 0.00041281925956557013, + -0.0004127378121539655, + -0.00040464883466253843, + 0.0004045669634714291, + -0.00039211060159229376, + -0.0003866068739700217, + 0.0003834222104909071, + 0.00037534680567150014, + -0.0003739646394286813, + -0.00037237185088988554, + 0.0003705739166523031, + 0.00036705988721681644, + 0.00036681811952879646, + -0.0003651401577418443, + -0.000359969667532332, + 0.00035906116021644773, + -0.0003580921166995575, + -0.00035528293110661624, + -0.00034700353587880126, + 0.0003459805814099093, + -0.000342936588264954, + -0.00034282500242895976, + -0.0003427637035159371, + 0.0003421287210140081, + -0.0003420102487652044, + -0.00033900781766771045, + 0.00033650010106659904, + -0.00033237338543133524, + -0.0003284098443160146, + -0.0003260791344281227, + -0.00032567243406423323, + 0.00032494390741798836, + 0.000316324337337058, + -0.00031463553299796826, + 0.00030939987221901183, + 0.0003092228404274861, + 0.00030808473881934254, + -0.00030766215222324117, + 0.00030719036459133655, + 0.00030643104055758113, + 0.00030537792555737235, + 0.0003052500045842293, + 0.0003044517884308239, + 0.00030358056874244183, + 0.00030244400722325196, + 0.00030216290142086885, + 0.00029463243246173105, + -0.0002929037158958065, + 0.0002897243155665627, + -0.000289161043733346, + 0.0002854566741844813, + 0.0002823534457984454, + 0.0002815473799191759, + 0.0002815055736216289, + -0.00027951241731992335, + 0.0002777756195534701, + -0.00027544808829885767, + -0.00027467518845648457, + -0.0002725747363179189, + -0.00027147870816321055, + 0.0002712981783142358, + 0.0002708797062813107, + -0.0002693403418066123, + 0.0002674570254579033, + 0.00026727029928700117, + -0.0002644664994659545, + 0.00025955034090256176, + 0.0002595065827637555, + -0.0002555510140031016, + 0.00025462887991996785, + 0.00025423824621411653, + -0.000250957309194317, + -0.0002471499568380917, + -0.000246955091255481, + -0.00024694966200517653, + 0.0002468289338968114, + 0.00024590056557534753, + 0.000245429641221984, + -0.00024280691000070045, + 0.00024230838592575107, + -0.00024063105810273605, + 0.00023829706701323548, + 0.00023707942547860134, + -0.00023494072486246486, + 0.00023463869197227203, + 0.00023254928635643704, + 0.00023250692129413785, + -0.00023120970048874585, + 0.000230743818054419, + 0.0002301084328328786, + 0.00022939959587002422, + -0.00022905868500071227, + -0.0002273633623823752, + 0.00022461869782515768, + 0.00022430131180314224, + -0.0002241170340256499, + -0.00022411563335960694, + 0.00022319521684217495, + -0.00022185003809865425, + 0.00022120227748683775, + -0.00021364642285965886, + 0.00021294571794391938, + -0.00020985663075003623, + -0.00020857376616849509, + -0.00020734578990090266, + 0.00020690949656346157, + -0.00020632456046623668, + 0.00020614004228885964, + -0.0002021253850740923, + 0.00020205501933285148, + -0.00020183284474373198, + 0.0001994204567483597, + 0.00019771879905514762, + -0.0001975388203841771, + -0.0001971077809971154, + 0.00019634906073846673, + 0.00019622272943018319, + 0.00019535528025460072, + 0.00019070622822144713, + -0.00018974230777508917, + 0.00018882539729036727, + 0.00018654381242432194, + -0.0001853721964480004, + 0.00018355167413932933, + -0.00018212509033930035, + 0.00017841090964648438, + -0.0001743837837673308, + 0.00017431207140000625, + -0.0001736526671186901, + -0.00017313925547598636, + 0.0001720992671551417, + 0.0001698220075890144, + -0.0001677135991962966, + -0.00016644583682883166, + -0.00016439926063336832, + 0.00016204526925646008, + 0.00015926848741936342, + 0.00015790716787294058, + 0.00015708196309053578, + 0.00014969689640967966, + -0.00014924467851355994, + 0.00014872258294570002, + -0.00014779932111610533, + 0.00014778458245944036, + -0.00014665188876256344, + -0.00014586765602152328, + 0.00014385419678170224, + -0.0001408073016863791, + 0.00014057626962347774, + -0.00014008033039456267, + 0.00013918690636292394, + -0.00013814524408683278, + 0.00013755899599886896, + -0.00013593284123138066, + -0.0001348406858201948, + 0.0001344811132054669, + 0.00013336417706465468, + 0.00013316225019674487, + -0.00013254005082348515, + 0.0001324310359141688, + -0.00013167773812880265, + 0.00013148514857546555, + 0.0001305113552810316, + -0.00012989501386290197, + -0.00012969703946851712, + 0.00012887374988175958, + -0.00012848094408605387, + -0.00012521181059060618, + -0.00012520929614267577, + -0.00012478679319875114, + 0.00012439420334636527, + -0.0001233648612799285, + -0.00012328106510394804, + 0.00012238691201883943, + 0.0001212046996865755, + -0.00012029491020884987, + 0.00011949836064811536, + -0.00011946414020330835, + -0.00011845853132561963, + -0.00011835911164436232, + 0.00011453195840844681, + 0.00011440291687777956, + -0.00011318283117892168, + 0.00011245706926999021, + 0.00011149360788105881, + -0.00011089740204246583, + -0.00011068618102858193, + 0.00011021879828030966, + -0.00010945969624869532, + 0.00010939203562220528, + 0.00010913183312274395, + 0.00010856863750860231, + 0.00010854907072455774, + -0.00010849221409816275, + 0.00010694957196603716, + 0.00010476118822184021, + -0.00010434085433631886, + 0.00010426614664489473, + -0.00010390186718619626, + 0.0001034052480007154, + -0.00010250888666366454, + -0.0001001664887201131, + -9.920339793344354e-05, + 9.7397406227989e-05, + 9.738065275937145e-05, + -9.737742966389704e-05, + 9.708587052538416e-05, + -9.462613875566551e-05, + 9.29145912056159e-05, + -9.290120150013248e-05, + -8.963529675213989e-05, + -8.920332348989963e-05, + 8.90068301704181e-05, + 8.861936991660208e-05, + -8.766562491469854e-05, + -8.691232837857577e-05, + 8.439590087338608e-05, + 8.382355093080616e-05, + 8.275249981188632e-05, + 8.151837773531349e-05, + 8.148242160621286e-05, + -8.015281994376513e-05, + -7.819997397490806e-05, + 7.598658695004693e-05, + 7.577614163117206e-05, + -7.480850470545823e-05, + -7.076085733434815e-05, + 7.0220709025137e-05, + 6.866132626526056e-05, + -6.759422902910128e-05, + 6.733808291171277e-05, + -6.648122625953242e-05, + 6.566874097070192e-05, + 6.459768933833365e-05, + 6.458243988024596e-05, + 6.395405727377416e-05, + -6.347996496475135e-05, + -6.255175982424731e-05, + 6.080799571163069e-05, + 6.039820431307973e-05, + -6.0379615704500174e-05, + 6.010610832223855e-05, + -5.9849099291044586e-05, + 5.913239500185466e-05, + 5.898638386358034e-05, + -5.892935993005533e-05, + -5.885512821219736e-05, + -5.884743546626021e-05, + -5.850883803325571e-05, + -5.523159626306198e-05, + -5.321619816291106e-05, + -5.3045190274865326e-05, + -5.2319242066839756e-05, + 5.1676781151941076e-05, + 5.1398751124983275e-05, + -5.1233703195896954e-05, + 5.096824829853617e-05, + 5.0786069368459034e-05, + 4.911259053264328e-05, + 4.862995488483528e-05, + 4.8492047968400434e-05, + -4.824328018746434e-05, + -4.775392320420514e-05, + 4.725691520526467e-05, + 4.71283297694819e-05, + 4.69347490499259e-05, + 4.609508150732106e-05, + 4.597795409810507e-05, + -4.587747291405296e-05, + 4.574400975592693e-05, + 4.451885621969513e-05, + 4.333330997023546e-05, + -4.3060475716895805e-05, + 4.255596784941023e-05, + 4.155595502929359e-05, + 4.1270676629486737e-05, + -4.114485390410958e-05, + -4.098492668919049e-05, + -4.053982049314991e-05, + -4.029653724420205e-05, + 4.0283369882210025e-05, + -4.00261542753211e-05, + 3.9527268667609044e-05, + 3.9301814182239005e-05, + 3.871133594584075e-05, + 3.766411229315686e-05, + -3.501730368928838e-05, + 3.4577152590729146e-05, + -3.407708714019983e-05, + 3.399116521029907e-05, + 3.273949421975725e-05, + 3.242145719030336e-05, + 3.2327686960479005e-05, + 2.9382919781907902e-05, + -2.9114335091100012e-05, + 2.8529589879248882e-05, + 2.771595775577874e-05, + -2.748838016583799e-05, + 2.6941389092220173e-05, + -2.6449779460250105e-05, + -2.6135267750313985e-05, + -2.4785554492103983e-05, + 2.458401015066795e-05, + 2.4419013395224536e-05, + 2.2536387667042713e-05, + -2.2324834899150413e-05, + -2.217385161617045e-05, + 2.2040268604113973e-05, + 2.196723320500896e-05, + -2.1830909153585226e-05, + 2.144580769758903e-05, + -2.1164164924738518e-05, + 2.0981054121884818e-05, + -2.0490682330626074e-05, + -2.0477463246517776e-05, + 1.984070936095505e-05, + 1.980300809152868e-05, + -1.962104543992051e-05, + -1.958955800810244e-05, + -1.9402261367326262e-05, + 1.875584458488509e-05, + -1.8400127830512553e-05, + 1.8283890314178156e-05, + 1.76090459907531e-05, + -1.724540864856606e-05, + 1.671938406681175e-05, + 1.6000295273145614e-05, + -1.5135832319959953e-05, + -1.4645836505239274e-05, + -1.3633979292964405e-05, + 1.3614776864703942e-05, + 1.3591080882853374e-05, + -1.3446180729864347e-05, + 1.3005599386289987e-05, + -1.290229492336304e-05, + -1.1355530872853375e-05, + -1.1256920963921128e-05, + 1.1212447841608506e-05, + 1.0659132447803356e-05, + 1.0386174561961957e-05, + 9.564647980895034e-06, + 9.15213920770396e-06, + -8.765619811474643e-06, + -8.762241674582207e-06, + -8.760082506031455e-06, + -8.577925667067972e-06, + 8.574357857626137e-06, + 8.50383941214258e-06, + 7.892758869358564e-06, + 7.713119740495445e-06, + 7.5331971106372695e-06, + 7.395330112301081e-06, + 6.533152711925058e-06, + 6.519540496127749e-06, + 6.2707695248093825e-06, + -5.950613115412572e-06, + -5.89806500000353e-06, + -5.761945566135862e-06, + -5.486799920203452e-06, + 5.041464949065667e-06, + -4.9279036554790125e-06, + 4.7652793439053e-06, + 4.716239809724412e-06, + 4.569275505261988e-06, + -4.340692353594236e-06, + -4.137968691760829e-06, + 3.60445013146858e-06, + -3.59322354854018e-06, + 2.961393999256719e-06, + 2.7248127355086707e-06, + -2.547276189423254e-06, + -2.359515553318527e-06, + 2.1563575299078493e-06, + 2.125973674398205e-06, + -2.0797874967147717e-06, + 2.049033098863258e-06, + 1.919477589690081e-06, + 1.731658185886839e-06, + 1.7093141675191824e-06, + 1.6677219013840611e-06, + -1.4016790145337197e-06, + 1.3759841355808026e-06, + -1.352535694437414e-06, + 1.140151024515511e-06, + 1.044529181975507e-06, + -1.007422230571403e-06, + -9.610489269488122e-07, + 9.01914508882674e-07, + 7.708888771005245e-07, + 7.149236465499821e-07, + 6.187009294078587e-07, + 5.327006249437649e-07, + -4.582371990654793e-07, + -4.3362837848047366e-07, + 3.694757162647343e-07, + 2.9399607211680124e-07, + 2.621485425205201e-07, + 2.5306347227317534e-07, + -2.1634137410379716e-07, + 1.958927036721828e-07, + -1.949293668724266e-07, + -1.5442951712991281e-07, + 1.1340378200650383e-07, + -1.1333968899728782e-07, + -9.778735649687355e-08, + 3.5652772845861086e-08, + 2.6249823887411286e-08, + -2.556858555486057e-08 + ], + "Absolute Coefficient": [ + 0.042581893415209696, + 0.035315034929914925, + 0.03299052793159814, + 0.0324033371674329, + 0.03236181732886609, + 0.028065373180709573, + 0.026996719336043862, + 0.026512911446626392, + 0.02647279224700578, + 0.026449051893259714, + 0.02560044781712479, + 0.025303774630052085, + 0.024445501682041085, + 0.02443713530647242, + 0.024200068521459922, + 0.023872096582479664, + 0.023690427419418153, + 0.023110978019136832, + 0.023025251156809617, + 0.02293721147999244, + 0.02272336915948323, + 0.022224723578780824, + 0.02217427065044734, + 0.022045891602525892, + 0.02203503039413248, + 0.021648226519533964, + 0.021422742981237697, + 0.021325822833315515, + 0.020481382618062136, + 0.02030109386647387, + 0.019247587310169713, + 0.01908237926489252, + 0.018739156742493178, + 0.018673763154221028, + 0.018432607829635166, + 0.018155836102071443, + 0.0180297191885221, + 0.017937335276363518, + 0.01793142108412119, + 0.017714245484731366, + 0.017538765527334604, + 0.017503636683009718, + 0.017245847725301383, + 0.01719604368458047, + 0.01705712842274201, + 0.017023034277177447, + 0.0159822092420369, + 0.01589124508002788, + 0.01580729157633391, + 0.015781829933775502, + 0.01550260527627984, + 0.015355513064271537, + 0.01508577073900088, + 0.014934080027216837, + 0.014767740013500834, + 0.01475961912946627, + 0.01459764811684999, + 0.014021427447376179, + 0.013863786460342467, + 0.013808413029231335, + 0.013799265451929192, + 0.013741721279471144, + 0.013543123278783492, + 0.013513496910825895, + 0.013497817852137944, + 0.013319528632231726, + 0.013118878862046256, + 0.012918368107804931, + 0.0129068717184956, + 0.012906084857201397, + 0.012885309204182415, + 0.012684967903835059, + 0.012653067552752086, + 0.012415993353513117, + 0.012341577886099922, + 0.012199214081604714, + 0.01219121262682522, + 0.0121262212245103, + 0.012123572315874465, + 0.011786331208425791, + 0.011738144445345265, + 0.011703629877323644, + 0.011542828021806555, + 0.011502073982720648, + 0.011439293416174903, + 0.0113406315331393, + 0.011296885741461291, + 0.011175974050523299, + 0.011029351079638889, + 0.011016840914136013, + 0.010987399203910399, + 0.010932076405108803, + 0.010924024760300358, + 0.01088570318387558, + 0.010883058902373326, + 0.010882101265194476, + 0.010772059184492063, + 0.010648403800083632, + 0.01046146045077683, + 0.010361931709817144, + 0.010230180519836258, + 0.010140178593070016, + 0.010131953210327206, + 0.010120322352142356, + 0.010107126373438457, + 0.00998797031604358, + 0.0098859484169887, + 0.009662994376615608, + 0.009625042426957706, + 0.009617657141908348, + 0.009548277243112042, + 0.0093972084909124, + 0.00932077421560064, + 0.009246031277528939, + 0.009239149767827626, + 0.009145904969371099, + 0.009135602236407728, + 0.009086107212954391, + 0.008952250868771598, + 0.008936746385251645, + 0.008930496750278225, + 0.008884468471196246, + 0.008864326185148243, + 0.008810001283989044, + 0.008808368983367284, + 0.008804346745796953, + 0.008786009300147864, + 0.008685802366519594, + 0.00866839227230425, + 0.008626695022394291, + 0.008576107284430323, + 0.008544129149083035, + 0.008426446301740735, + 0.0083550738570809, + 0.00831504815458073, + 0.008311223511466653, + 0.008281884614399207, + 0.008210962070948178, + 0.008206693531367912, + 0.008178423901286796, + 0.008117518835860536, + 0.00808580998334968, + 0.008060611360932654, + 0.008036538286917952, + 0.007999545093597687, + 0.00799795431878664, + 0.007977810472179657, + 0.00795730376928951, + 0.00790633334045581, + 0.0077698863936834185, + 0.007666779028806921, + 0.007616072006810556, + 0.0076077180406187404, + 0.007538488737592459, + 0.007537033166736785, + 0.007502479484831248, + 0.00748348247562698, + 0.007455918387129226, + 0.007355737473140093, + 0.007343849928309908, + 0.007337229036889726, + 0.007334490498473692, + 0.007292265654502245, + 0.007256430542544776, + 0.0071554399145191865, + 0.007147402498077959, + 0.007130961224693989, + 0.007099402217313592, + 0.0070307190091292, + 0.006987900897807511, + 0.006983902129640526, + 0.006819437928877359, + 0.006744236798511593, + 0.006639755020011816, + 0.006625922646326319, + 0.0065727796076534475, + 0.00648039502462272, + 0.006466089776075682, + 0.006465650780159678, + 0.0064217583439850874, + 0.006406194020946327, + 0.006369129285216462, + 0.006332982031947283, + 0.006329978175760949, + 0.006317637941942825, + 0.006283374771767829, + 0.006236356168808831, + 0.006204416954859273, + 0.006200090602396923, + 0.006173587156889302, + 0.0061614294551384, + 0.006139831168572021, + 0.006132416199260219, + 0.006106995301528407, + 0.006100206398340347, + 0.006075056263713624, + 0.0060080350925295995, + 0.005996024593243698, + 0.005995078267026052, + 0.005968743442348615, + 0.005949485533706396, + 0.005938702681033481, + 0.0059386252917659095, + 0.00590169165044689, + 0.005867960399563484, + 0.005802902668103839, + 0.005795023997954046, + 0.005785597373178014, + 0.005778131000697939, + 0.00575938127892213, + 0.005757875197667858, + 0.0057540504565448585, + 0.005714587902102421, + 0.00564795701107858, + 0.005647749143868416, + 0.005626399555056161, + 0.005613503568528256, + 0.005596788880752291, + 0.005562271761477513, + 0.005509813191416425, + 0.0054912427986591236, + 0.005437478026133597, + 0.005388673142057507, + 0.005329152070436335, + 0.005291596824813094, + 0.00515596295076981, + 0.005143239633579529, + 0.005141194934043591, + 0.005076791375012468, + 0.005075270854814667, + 0.005042231316615074, + 0.005011449471337605, + 0.0049798692156497225, + 0.004967200138383496, + 0.0049510920431496954, + 0.004884316141792368, + 0.004854493598980995, + 0.004851968862403366, + 0.004831701287060894, + 0.004741240091914588, + 0.004713124458802826, + 0.004706575553247674, + 0.004659461515753423, + 0.004645874228252171, + 0.004589537205942855, + 0.004575109992054347, + 0.004548417465414645, + 0.00453783201589493, + 0.004534600718175608, + 0.004530691357226919, + 0.004470352134348955, + 0.004440904511352396, + 0.0044044102500921615, + 0.004387290442302671, + 0.004383688703454383, + 0.00437253513752793, + 0.0043379068478914245, + 0.0043331963733145105, + 0.0043108808865132365, + 0.004300745155352451, + 0.004292905041392391, + 0.004256008252848007, + 0.004253690869626221, + 0.004235651638640849, + 0.004232396698366712, + 0.004228209576283224, + 0.004215925146396839, + 0.004201020186983697, + 0.004198362506297102, + 0.0041734842032726295, + 0.004169168819795077, + 0.004161533130857724, + 0.004156630266873515, + 0.004151479616922748, + 0.004147162445372618, + 0.004145398215260232, + 0.004117332707595995, + 0.004117108095979338, + 0.004110930414541812, + 0.0041087945124731445, + 0.004101892127397546, + 0.004096415413171186, + 0.004084085838608061, + 0.0040528333039227295, + 0.0040511252841438795, + 0.004050305522778038, + 0.004049172281804893, + 0.004039878964578679, + 0.004012901467922367, + 0.003967766237526177, + 0.003965699583841871, + 0.00395778832681568, + 0.0039505659821612955, + 0.003947886581160011, + 0.003945392415958028, + 0.003929193696851606, + 0.003909356573578857, + 0.003907963334069418, + 0.00389963399307829, + 0.003894819042609811, + 0.003877145903092858, + 0.003852633544822156, + 0.003808470184290265, + 0.0037844496810537955, + 0.0037603279106128134, + 0.003748341570722391, + 0.0037322296807932647, + 0.003724306996646934, + 0.003719620603874558, + 0.0037168986206332507, + 0.0037153336996578372, + 0.003712568480131715, + 0.0037060594653299055, + 0.003697316272418852, + 0.003696602299029795, + 0.0036893300511914168, + 0.00366572781816624, + 0.003665137097056477, + 0.0036060116358472795, + 0.0036002360836715195, + 0.0035917632040657166, + 0.003591103116062938, + 0.0035871735244939152, + 0.0035654514670902205, + 0.0035426726377712436, + 0.003507192637099662, + 0.0035040766451839003, + 0.003497442369729248, + 0.003493674861028602, + 0.003491894717689291, + 0.00349038368282208, + 0.0034901315619846243, + 0.0034788626321029252, + 0.003470429062754688, + 0.0034653462455556225, + 0.0034581114414791976, + 0.003430419958308364, + 0.0034198883556676, + 0.0034045205587808656, + 0.0033832915952594403, + 0.0033827250131996584, + 0.0033817077672009797, + 0.003334496390920705, + 0.003323727106152458, + 0.003321860653602644, + 0.0033135932974976408, + 0.0033077301614961004, + 0.003290014791560581, + 0.0032650276034108996, + 0.0032535083122439664, + 0.003251003454857452, + 0.0032476151691719387, + 0.003236833124990503, + 0.003230389892664462, + 0.003230378779260098, + 0.0032237959550282347, + 0.0032205199005135602, + 0.003213211008390649, + 0.0032091832425374354, + 0.0031962732998602086, + 0.0031939293404753847, + 0.0031925089198517366, + 0.003191887257750394, + 0.003184969212739328, + 0.0031550911181875444, + 0.003112880518032699, + 0.003112088497410578, + 0.0030907863649391808, + 0.003089628828129412, + 0.003088684357127576, + 0.0030606016801576477, + 0.0030298978842476397, + 0.0030245739351586827, + 0.003017847078788749, + 0.003014380050925658, + 0.0030007247163376994, + 0.0029978088885614365, + 0.002980664370228203, + 0.002979711568794079, + 0.0029754969916879724, + 0.002948226900306319, + 0.0029460444598166636, + 0.0029446046275368575, + 0.0029334227472710716, + 0.0029329261257301452, + 0.0029317263525682966, + 0.002920613851443948, + 0.0028835036423992457, + 0.002864202889616391, + 0.0028640287197362253, + 0.0028583990730129565, + 0.002825250559865094, + 0.0028125320268218147, + 0.0028069453326235224, + 0.0027815413556652835, + 0.0027710049425013522, + 0.0027608029321734245, + 0.0027506227342141585, + 0.00275000877831617, + 0.0027468740469785238, + 0.0027189802803440216, + 0.0027141037481869515, + 0.0027106149809430565, + 0.002700538907355271, + 0.002676363883113654, + 0.0026515567716446226, + 0.002638859779149675, + 0.0026301696968329224, + 0.002625689323094005, + 0.0026017141087444056, + 0.002583999088188814, + 0.0025752314747671656, + 0.002553461025728091, + 0.0025501910010643325, + 0.0025390199951651126, + 0.0025179319097180636, + 0.002497532890107407, + 0.0024923029853257286, + 0.0024697009778965134, + 0.0024658117860268335, + 0.002462865182912639, + 0.0024596732490488214, + 0.002458565321124681, + 0.0024539318320208913, + 0.0024519596746158784, + 0.002451472819012059, + 0.0024493685624951277, + 0.0024325141821288877, + 0.002426011873933288, + 0.00239989371766033, + 0.0023915947896065567, + 0.0023883908842123767, + 0.002383114131557639, + 0.0023817963685885462, + 0.0023711651071679778, + 0.002370921430316001, + 0.0023623164932491942, + 0.002354676360656226, + 0.0023199967590594845, + 0.002309379016324846, + 0.002308826869612904, + 0.0022870573835760966, + 0.002274579767793986, + 0.0022561606220228136, + 0.002245781122590804, + 0.0022439829927522565, + 0.0022403711982663323, + 0.0022325301498171647, + 0.002225434444744934, + 0.0022221402940920437, + 0.002212838832670062, + 0.0022111499696932492, + 0.0022101056933685847, + 0.002204277479805892, + 0.0021829004872442404, + 0.002146549218273175, + 0.002146508371209799, + 0.0021310120680843743, + 0.002121689121351645, + 0.0020910020807461613, + 0.002083010587847928, + 0.002077058696242287, + 0.0020768489529780264, + 0.00207045515350562, + 0.0020537390146250618, + 0.0020296623501737244, + 0.002002898506089505, + 0.0020015907279302275, + 0.0020007498121546235, + 0.0019968219635789508, + 0.0019883594661554297, + 0.001983555214979402, + 0.001975688608246558, + 0.001964565750865332, + 0.001962373239071193, + 0.0019586554997842107, + 0.0019503124968389062, + 0.0019464512585809384, + 0.001942929182198111, + 0.0019420391322891926, + 0.0019315269697947216, + 0.0019313176781375774, + 0.0019277829324750933, + 0.0019245428761161271, + 0.0019127816425042708, + 0.0019119811181393825, + 0.0019046574127172396, + 0.0019009122832757159, + 0.0018924787013517798, + 0.0018906524826829405, + 0.0018598650677889583, + 0.001857120767086285, + 0.001838340285034473, + 0.0018348532777661465, + 0.0018216800095146206, + 0.0018204183065562575, + 0.0017958033225099542, + 0.0017939848080448355, + 0.0017881688417045775, + 0.0017803373416195951, + 0.0017755796789473437, + 0.0017716363466443016, + 0.0017695983452229531, + 0.0017667075627926117, + 0.0017651562799964376, + 0.0017626678031330124, + 0.0017536241148057602, + 0.0017408396277364196, + 0.0017257920523502126, + 0.0017223910125852592, + 0.001697670563520651, + 0.0016954696194008334, + 0.001692757702485637, + 0.001679563289149541, + 0.0016788967288747742, + 0.0016761490010767065, + 0.0016692627626629186, + 0.0016671221202735646, + 0.0016667149804583047, + 0.0016624218371492693, + 0.0016536617953397065, + 0.0016488797014264638, + 0.0016453566586082625, + 0.0016411639123197262, + 0.001640505162847143, + 0.0016401360571588327, + 0.001639994637816497, + 0.0016352367569798917, + 0.0016262338604582842, + 0.0016115691203960043, + 0.001608412285088259, + 0.0016015285655448953, + 0.001599093087080559, + 0.0015925612506563027, + 0.0015894370892812265, + 0.0015814177219625628, + 0.0015796289366779466, + 0.0015780685794544091, + 0.0015766658386384671, + 0.0015708099137229099, + 0.0015694659497179151, + 0.0015692636103537033, + 0.0015664264881007622, + 0.0015628529680236766, + 0.001562325500137155, + 0.0015504960009604305, + 0.0015416056682954497, + 0.0015200363952167794, + 0.001516012403895809, + 0.0015063519356387815, + 0.001505136081153758, + 0.0015024783545306514, + 0.001500322024892157, + 0.0014904852105453634, + 0.0014837688749695327, + 0.0014827211672557546, + 0.0014818699228320838, + 0.0014816276399289793, + 0.0014795391999336074, + 0.0014778063831820622, + 0.0014770135637961587, + 0.0014691089263381067, + 0.0014623605354446405, + 0.0014593369915379168, + 0.001456505227311283, + 0.0014508752312527374, + 0.001450044408962408, + 0.0014422244896849313, + 0.0014299424914480687, + 0.0014279472336663655, + 0.001423589699017726, + 0.0014162707889974339, + 0.0014160701955643136, + 0.0014029268953396708, + 0.0013965591219790156, + 0.0013921611522729612, + 0.0013897595284339131, + 0.0013837529976432562, + 0.001379571134182548, + 0.001378485690294121, + 0.0013781850267910846, + 0.0013758673957682435, + 0.0013734594138720042, + 0.001372863651055159, + 0.0013668582930781888, + 0.0013600271264213304, + 0.0013573709222011276, + 0.0013491105504231363, + 0.0013486402829920537, + 0.0013448804343451654, + 0.001338549092320772, + 0.0013343647620881426, + 0.0013187027811567564, + 0.0013151937068024144, + 0.001310575266382403, + 0.001307222000090125, + 0.0013001581898325798, + 0.001298179244546403, + 0.0012885462333508016, + 0.0012878896188258753, + 0.0012808471243514015, + 0.0012790804394432103, + 0.00127711260656492, + 0.0012733908620434367, + 0.0012722661044979558, + 0.0012687932284786044, + 0.0012546597419152386, + 0.0012441935735176299, + 0.0012374809259409188, + 0.0012358508085125966, + 0.0012357434542135746, + 0.0012296441255311133, + 0.0012270216538114258, + 0.0012152870275757156, + 0.001201572153681323, + 0.0011986435193393496, + 0.001195200769016645, + 0.0011826896288084446, + 0.001182357401315582, + 0.0011733233777998927, + 0.0011719710367738762, + 0.0011608025254897416, + 0.0011595040811062456, + 0.0011529885825687473, + 0.0011520191629944534, + 0.0011512229865573416, + 0.0011472033347756701, + 0.001146605869034016, + 0.0011438074965993954, + 0.0011328935230090684, + 0.0011327962963344276, + 0.0011280094129782379, + 0.0011237220545309182, + 0.001120053045557371, + 0.0011186488722786654, + 0.0011170877244978243, + 0.0011123752649013566, + 0.0011115310864809255, + 0.0011011562860422136, + 0.0010973051172133426, + 0.0010927699271418786, + 0.0010858793355408357, + 0.0010800648525885026, + 0.0010740601506039325, + 0.0010680770018755622, + 0.0010676684212640281, + 0.0010633873856861634, + 0.0010570344807766675, + 0.0010530689673139463, + 0.0010504325652176663, + 0.0010449490017960274, + 0.0010374587702940365, + 0.0010267025338083985, + 0.001024570555162343, + 0.0010236011220065178, + 0.0010183395408739611, + 0.0010151266316343402, + 0.001011169721233141, + 0.0010003734281683124, + 0.000996912531336672, + 0.0009964573995889282, + 0.0009949876375656363, + 0.0009941457385531484, + 0.000986874246581242, + 0.000982881240416761, + 0.0009761839061667345, + 0.000974853307852331, + 0.0009719870945323316, + 0.0009710317708519594, + 0.0009706325419727964, + 0.0009704182737404351, + 0.0009635986250173332, + 0.0009623889900568742, + 0.0009571674810918819, + 0.0009515856128489076, + 0.000946497111760212, + 0.0009454125418338788, + 0.0009444953020720226, + 0.0009405101970640851, + 0.0009398702739810502, + 0.0009373650911419301, + 0.000929896927220727, + 0.0009275421162736781, + 0.0009251694168648087, + 0.0009251313106939901, + 0.0009233180322600783, + 0.0009186593268188767, + 0.0009125504937539415, + 0.0009096596613637296, + 0.0009023050488510668, + 0.0009002454649991587, + 0.0008987783936667304, + 0.0008963286569190454, + 0.0008903845422190389, + 0.0008881914125706238, + 0.0008816665363366077, + 0.0008724638411257889, + 0.0008659516207824219, + 0.0008631375842537088, + 0.0008602475000053817, + 0.0008597521292372868, + 0.0008594655630743231, + 0.0008581122949203079, + 0.0008424919864525643, + 0.0008414287362542179, + 0.0008364126849983504, + 0.0008322373605106779, + 0.0008297223919429556, + 0.0008263395693267974, + 0.000823733891284748, + 0.0008225983193010714, + 0.0008191391211253568, + 0.0008179724697511027, + 0.0008151508088683395, + 0.000813671528982292, + 0.0008109441602296559, + 0.0008091727906317962, + 0.0008064816278927713, + 0.0008060234987199015, + 0.0008046925112147037, + 0.0008031614500858757, + 0.0008002255422730629, + 0.000787458633455768, + 0.0007857434553411173, + 0.0007813128131333304, + 0.0007788398764343715, + 0.000776173780856367, + 0.0007752057368733577, + 0.0007742177111137231, + 0.000772699818446016, + 0.0007724290298843154, + 0.0007653957406083574, + 0.0007649591614307678, + 0.0007603348150645792, + 0.0007582893184549147, + 0.0007580927046728492, + 0.0007536334008530607, + 0.0007518740934927924, + 0.0007495203299526986, + 0.000748201689555459, + 0.0007470243619443919, + 0.0007468650219314321, + 0.0007459474152145871, + 0.0007435079587488823, + 0.000736943740827363, + 0.0007362471582392916, + 0.000734254888523844, + 0.0007334768467134107, + 0.0007274087064138154, + 0.0007250890932741813, + 0.0007250584057519597, + 0.0007246064753965119, + 0.000720483537833188, + 0.0007193080075054482, + 0.0007142974800539062, + 0.0007116044985884665, + 0.0007110898461572255, + 0.0007092314140142873, + 0.0007069912685921961, + 0.0007051089719684699, + 0.0007050906354736169, + 0.0007045877629172155, + 0.0007020491474473039, + 0.0007002687639247927, + 0.0006993342526506786, + 0.0006962783383923164, + 0.0006951671474074186, + 0.0006948791712049364, + 0.0006923321775479203, + 0.0006892866293205193, + 0.0006871614998791653, + 0.0006823623941673378, + 0.0006806048980755012, + 0.0006744024290148942, + 0.0006739155226915011, + 0.0006715523683912553, + 0.0006696356624536998, + 0.0006654124755343024, + 0.0006641533215414306, + 0.0006628082575959717, + 0.0006596959399744731, + 0.0006518140589334433, + 0.0006493678904154903, + 0.0006462397364502555, + 0.000643121790556783, + 0.0006410858180919206, + 0.000640339640353429, + 0.0006377383739289499, + 0.0006256412658401748, + 0.0006239980531753802, + 0.0006154076174987526, + 0.0006137444874821674, + 0.0006128956081848986, + 0.0006097421269082794, + 0.0006078499202572615, + 0.0006067074087159144, + 0.0006066289186622574, + 0.0006065140479346309, + 0.0006036580778077236, + 0.0006034742961640879, + 0.0005975990246317383, + 0.0005935007892220711, + 0.0005933244659242775, + 0.0005854463106274953, + 0.0005803446801330377, + 0.0005725796921128924, + 0.0005687083534141413, + 0.0005649828979467528, + 0.0005635451914684078, + 0.0005585099576720084, + 0.0005543049632027185, + 0.0005527545593046086, + 0.0005483322793068648, + 0.0005481262842543775, + 0.000546826389762406, + 0.0005467780463763441, + 0.000544474052984242, + 0.0005430729666865777, + 0.0005387264765722298, + 0.0005299320185664373, + 0.0005294885902763778, + 0.0005275663754592432, + 0.0005250949971413354, + 0.0005249728172206772, + 0.0005244724924602562, + 0.0005215107430625652, + 0.0005161263672527044, + 0.0005159708064236231, + 0.0005110563490167998, + 0.0005102402431543692, + 0.0005094324427921125, + 0.0005063437465480525, + 0.0005061673313156601, + 0.000500530239597445, + 0.0004950090964994762, + 0.0004929001437142504, + 0.000491145603677957, + 0.0004894509168696245, + 0.0004891871567462183, + 0.0004879987443358288, + 0.0004861006641055719, + 0.0004809228353491319, + 0.00047981466964382136, + 0.00047704821253563735, + 0.00047676161404108694, + 0.00047558979832285986, + 0.00047265765641859854, + 0.0004598079908956865, + 0.00045627493003243957, + 0.00045173935962787527, + 0.0004512223834473979, + 0.00045063381267005693, + 0.00044861204083348376, + 0.00044555250163027973, + 0.0004454711611505284, + 0.000441841469909078, + 0.0004413904563563307, + 0.0004402166461266251, + 0.0004388689325887103, + 0.0004379423093936931, + 0.0004367368416065909, + 0.0004366189603414429, + 0.00043447678525863025, + 0.00043322440976031125, + 0.00043086844199962825, + 0.00042988709187953935, + 0.0004288030684956332, + 0.00042582873710582793, + 0.00042339764173996125, + 0.00042330078013162053, + 0.0004226044902138568, + 0.00042179743809272005, + 0.0004180895326467226, + 0.00041758093554014863, + 0.0004152135690276766, + 0.0004135406225337116, + 0.00041281925956557013, + 0.0004127378121539655, + 0.00040464883466253843, + 0.0004045669634714291, + 0.00039211060159229376, + 0.0003866068739700217, + 0.0003834222104909071, + 0.00037534680567150014, + 0.0003739646394286813, + 0.00037237185088988554, + 0.0003705739166523031, + 0.00036705988721681644, + 0.00036681811952879646, + 0.0003651401577418443, + 0.000359969667532332, + 0.00035906116021644773, + 0.0003580921166995575, + 0.00035528293110661624, + 0.00034700353587880126, + 0.0003459805814099093, + 0.000342936588264954, + 0.00034282500242895976, + 0.0003427637035159371, + 0.0003421287210140081, + 0.0003420102487652044, + 0.00033900781766771045, + 0.00033650010106659904, + 0.00033237338543133524, + 0.0003284098443160146, + 0.0003260791344281227, + 0.00032567243406423323, + 0.00032494390741798836, + 0.000316324337337058, + 0.00031463553299796826, + 0.00030939987221901183, + 0.0003092228404274861, + 0.00030808473881934254, + 0.00030766215222324117, + 0.00030719036459133655, + 0.00030643104055758113, + 0.00030537792555737235, + 0.0003052500045842293, + 0.0003044517884308239, + 0.00030358056874244183, + 0.00030244400722325196, + 0.00030216290142086885, + 0.00029463243246173105, + 0.0002929037158958065, + 0.0002897243155665627, + 0.000289161043733346, + 0.0002854566741844813, + 0.0002823534457984454, + 0.0002815473799191759, + 0.0002815055736216289, + 0.00027951241731992335, + 0.0002777756195534701, + 0.00027544808829885767, + 0.00027467518845648457, + 0.0002725747363179189, + 0.00027147870816321055, + 0.0002712981783142358, + 0.0002708797062813107, + 0.0002693403418066123, + 0.0002674570254579033, + 0.00026727029928700117, + 0.0002644664994659545, + 0.00025955034090256176, + 0.0002595065827637555, + 0.0002555510140031016, + 0.00025462887991996785, + 0.00025423824621411653, + 0.000250957309194317, + 0.0002471499568380917, + 0.000246955091255481, + 0.00024694966200517653, + 0.0002468289338968114, + 0.00024590056557534753, + 0.000245429641221984, + 0.00024280691000070045, + 0.00024230838592575107, + 0.00024063105810273605, + 0.00023829706701323548, + 0.00023707942547860134, + 0.00023494072486246486, + 0.00023463869197227203, + 0.00023254928635643704, + 0.00023250692129413785, + 0.00023120970048874585, + 0.000230743818054419, + 0.0002301084328328786, + 0.00022939959587002422, + 0.00022905868500071227, + 0.0002273633623823752, + 0.00022461869782515768, + 0.00022430131180314224, + 0.0002241170340256499, + 0.00022411563335960694, + 0.00022319521684217495, + 0.00022185003809865425, + 0.00022120227748683775, + 0.00021364642285965886, + 0.00021294571794391938, + 0.00020985663075003623, + 0.00020857376616849509, + 0.00020734578990090266, + 0.00020690949656346157, + 0.00020632456046623668, + 0.00020614004228885964, + 0.0002021253850740923, + 0.00020205501933285148, + 0.00020183284474373198, + 0.0001994204567483597, + 0.00019771879905514762, + 0.0001975388203841771, + 0.0001971077809971154, + 0.00019634906073846673, + 0.00019622272943018319, + 0.00019535528025460072, + 0.00019070622822144713, + 0.00018974230777508917, + 0.00018882539729036727, + 0.00018654381242432194, + 0.0001853721964480004, + 0.00018355167413932933, + 0.00018212509033930035, + 0.00017841090964648438, + 0.0001743837837673308, + 0.00017431207140000625, + 0.0001736526671186901, + 0.00017313925547598636, + 0.0001720992671551417, + 0.0001698220075890144, + 0.0001677135991962966, + 0.00016644583682883166, + 0.00016439926063336832, + 0.00016204526925646008, + 0.00015926848741936342, + 0.00015790716787294058, + 0.00015708196309053578, + 0.00014969689640967966, + 0.00014924467851355994, + 0.00014872258294570002, + 0.00014779932111610533, + 0.00014778458245944036, + 0.00014665188876256344, + 0.00014586765602152328, + 0.00014385419678170224, + 0.0001408073016863791, + 0.00014057626962347774, + 0.00014008033039456267, + 0.00013918690636292394, + 0.00013814524408683278, + 0.00013755899599886896, + 0.00013593284123138066, + 0.0001348406858201948, + 0.0001344811132054669, + 0.00013336417706465468, + 0.00013316225019674487, + 0.00013254005082348515, + 0.0001324310359141688, + 0.00013167773812880265, + 0.00013148514857546555, + 0.0001305113552810316, + 0.00012989501386290197, + 0.00012969703946851712, + 0.00012887374988175958, + 0.00012848094408605387, + 0.00012521181059060618, + 0.00012520929614267577, + 0.00012478679319875114, + 0.00012439420334636527, + 0.0001233648612799285, + 0.00012328106510394804, + 0.00012238691201883943, + 0.0001212046996865755, + 0.00012029491020884987, + 0.00011949836064811536, + 0.00011946414020330835, + 0.00011845853132561963, + 0.00011835911164436232, + 0.00011453195840844681, + 0.00011440291687777956, + 0.00011318283117892168, + 0.00011245706926999021, + 0.00011149360788105881, + 0.00011089740204246583, + 0.00011068618102858193, + 0.00011021879828030966, + 0.00010945969624869532, + 0.00010939203562220528, + 0.00010913183312274395, + 0.00010856863750860231, + 0.00010854907072455774, + 0.00010849221409816275, + 0.00010694957196603716, + 0.00010476118822184021, + 0.00010434085433631886, + 0.00010426614664489473, + 0.00010390186718619626, + 0.0001034052480007154, + 0.00010250888666366454, + 0.0001001664887201131, + 9.920339793344354e-05, + 9.7397406227989e-05, + 9.738065275937145e-05, + 9.737742966389704e-05, + 9.708587052538416e-05, + 9.462613875566551e-05, + 9.29145912056159e-05, + 9.290120150013248e-05, + 8.963529675213989e-05, + 8.920332348989963e-05, + 8.90068301704181e-05, + 8.861936991660208e-05, + 8.766562491469854e-05, + 8.691232837857577e-05, + 8.439590087338608e-05, + 8.382355093080616e-05, + 8.275249981188632e-05, + 8.151837773531349e-05, + 8.148242160621286e-05, + 8.015281994376513e-05, + 7.819997397490806e-05, + 7.598658695004693e-05, + 7.577614163117206e-05, + 7.480850470545823e-05, + 7.076085733434815e-05, + 7.0220709025137e-05, + 6.866132626526056e-05, + 6.759422902910128e-05, + 6.733808291171277e-05, + 6.648122625953242e-05, + 6.566874097070192e-05, + 6.459768933833365e-05, + 6.458243988024596e-05, + 6.395405727377416e-05, + 6.347996496475135e-05, + 6.255175982424731e-05, + 6.080799571163069e-05, + 6.039820431307973e-05, + 6.0379615704500174e-05, + 6.010610832223855e-05, + 5.9849099291044586e-05, + 5.913239500185466e-05, + 5.898638386358034e-05, + 5.892935993005533e-05, + 5.885512821219736e-05, + 5.884743546626021e-05, + 5.850883803325571e-05, + 5.523159626306198e-05, + 5.321619816291106e-05, + 5.3045190274865326e-05, + 5.2319242066839756e-05, + 5.1676781151941076e-05, + 5.1398751124983275e-05, + 5.1233703195896954e-05, + 5.096824829853617e-05, + 5.0786069368459034e-05, + 4.911259053264328e-05, + 4.862995488483528e-05, + 4.8492047968400434e-05, + 4.824328018746434e-05, + 4.775392320420514e-05, + 4.725691520526467e-05, + 4.71283297694819e-05, + 4.69347490499259e-05, + 4.609508150732106e-05, + 4.597795409810507e-05, + 4.587747291405296e-05, + 4.574400975592693e-05, + 4.451885621969513e-05, + 4.333330997023546e-05, + 4.3060475716895805e-05, + 4.255596784941023e-05, + 4.155595502929359e-05, + 4.1270676629486737e-05, + 4.114485390410958e-05, + 4.098492668919049e-05, + 4.053982049314991e-05, + 4.029653724420205e-05, + 4.0283369882210025e-05, + 4.00261542753211e-05, + 3.9527268667609044e-05, + 3.9301814182239005e-05, + 3.871133594584075e-05, + 3.766411229315686e-05, + 3.501730368928838e-05, + 3.4577152590729146e-05, + 3.407708714019983e-05, + 3.399116521029907e-05, + 3.273949421975725e-05, + 3.242145719030336e-05, + 3.2327686960479005e-05, + 2.9382919781907902e-05, + 2.9114335091100012e-05, + 2.8529589879248882e-05, + 2.771595775577874e-05, + 2.748838016583799e-05, + 2.6941389092220173e-05, + 2.6449779460250105e-05, + 2.6135267750313985e-05, + 2.4785554492103983e-05, + 2.458401015066795e-05, + 2.4419013395224536e-05, + 2.2536387667042713e-05, + 2.2324834899150413e-05, + 2.217385161617045e-05, + 2.2040268604113973e-05, + 2.196723320500896e-05, + 2.1830909153585226e-05, + 2.144580769758903e-05, + 2.1164164924738518e-05, + 2.0981054121884818e-05, + 2.0490682330626074e-05, + 2.0477463246517776e-05, + 1.984070936095505e-05, + 1.980300809152868e-05, + 1.962104543992051e-05, + 1.958955800810244e-05, + 1.9402261367326262e-05, + 1.875584458488509e-05, + 1.8400127830512553e-05, + 1.8283890314178156e-05, + 1.76090459907531e-05, + 1.724540864856606e-05, + 1.671938406681175e-05, + 1.6000295273145614e-05, + 1.5135832319959953e-05, + 1.4645836505239274e-05, + 1.3633979292964405e-05, + 1.3614776864703942e-05, + 1.3591080882853374e-05, + 1.3446180729864347e-05, + 1.3005599386289987e-05, + 1.290229492336304e-05, + 1.1355530872853375e-05, + 1.1256920963921128e-05, + 1.1212447841608506e-05, + 1.0659132447803356e-05, + 1.0386174561961957e-05, + 9.564647980895034e-06, + 9.15213920770396e-06, + 8.765619811474643e-06, + 8.762241674582207e-06, + 8.760082506031455e-06, + 8.577925667067972e-06, + 8.574357857626137e-06, + 8.50383941214258e-06, + 7.892758869358564e-06, + 7.713119740495445e-06, + 7.5331971106372695e-06, + 7.395330112301081e-06, + 6.533152711925058e-06, + 6.519540496127749e-06, + 6.2707695248093825e-06, + 5.950613115412572e-06, + 5.89806500000353e-06, + 5.761945566135862e-06, + 5.486799920203452e-06, + 5.041464949065667e-06, + 4.9279036554790125e-06, + 4.7652793439053e-06, + 4.716239809724412e-06, + 4.569275505261988e-06, + 4.340692353594236e-06, + 4.137968691760829e-06, + 3.60445013146858e-06, + 3.59322354854018e-06, + 2.961393999256719e-06, + 2.7248127355086707e-06, + 2.547276189423254e-06, + 2.359515553318527e-06, + 2.1563575299078493e-06, + 2.125973674398205e-06, + 2.0797874967147717e-06, + 2.049033098863258e-06, + 1.919477589690081e-06, + 1.731658185886839e-06, + 1.7093141675191824e-06, + 1.6677219013840611e-06, + 1.4016790145337197e-06, + 1.3759841355808026e-06, + 1.352535694437414e-06, + 1.140151024515511e-06, + 1.044529181975507e-06, + 1.007422230571403e-06, + 9.610489269488122e-07, + 9.01914508882674e-07, + 7.708888771005245e-07, + 7.149236465499821e-07, + 6.187009294078587e-07, + 5.327006249437649e-07, + 4.582371990654793e-07, + 4.3362837848047366e-07, + 3.694757162647343e-07, + 2.9399607211680124e-07, + 2.621485425205201e-07, + 2.5306347227317534e-07, + 2.1634137410379716e-07, + 1.958927036721828e-07, + 1.949293668724266e-07, + 1.5442951712991281e-07, + 1.1340378200650383e-07, + 1.1333968899728782e-07, + 9.778735649687355e-08, + 3.5652772845861086e-08, + 2.6249823887411286e-08, + 2.556858555486057e-08 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 83.2, + "precision": 22.380952380952376, + "recall": 19.714285714285715, + "f1": 20.38850038850039 + }, + "selection": { + "precision": 0.5224333693755584, + "recall": 7.532467532467533, + "f1": 0.9770693916783564, + "jaccard": 0.4912698241883417 + } + } +} \ No newline at end of file diff --git a/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Anxiety_disorder.json b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Anxiety_disorder.json new file mode 100644 index 0000000000000000000000000000000000000000..b7c5fe52cf9538206cbadf7063a37ec080a50b49 --- /dev/null +++ b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Anxiety_disorder.json @@ -0,0 +1,3816 @@ +{ + "significant_genes": { + "Variable": [ + "AATF", + "AADAC", + "ACTMAP", + "ALPK2", + "A2M", + "ABCF2", + "ABCC6", + "ACADVL", + "ACSM4", + "ACSM5", + "AASDHPPT", + "AAMDC", + "ACOT4", + "ANKRD40", + "ADAMTS12", + "ABHD2", + "ABCB10", + "ACRV1", + "ACOT2", + "ABCE1", + "ABCB8", + "ADGRG4", + "ACTN3", + "ABCC10", + "ABI3BP", + "ALDH4A1", + "AGR2", + "ART3", + "AACS", + "ACAT2", + "ALDH1L1", + "ABCC13", + "ABCC8", + "ADGRE4P", + "ACSM2A", + "AFG1L", + "ABLIM3", + "ABCA8", + "AHCYL2", + "AK2", + "AADACL3", + "ADAMTSL2", + "AGRP", + "ADAMTSL5", + "AEN", + "ABHD17B", + "ALDOB", + "ABCA6", + "AFF2", + "ARHGAP24", + "ABHD1", + "ADAM21P1", + "ALKBH4", + "ADRA1A", + "ACSM3", + "ARL3", + "ABHD13", + "AKAP7", + "ABHD5", + "ABLIM2", + "ABCA12", + "ACBD6", + "ACTR5", + "ABCA11P", + "ACTR2", + "ACMSD", + "AGER", + "ACO2", + "ABCC9", + "ADCY9", + "ADCYAP1", + "ADAD1", + "ABCB5", + "AARSD1", + "A3GALT2", + "ALAD", + "ACTR10", + "AOX1", + "ACKR1", + "ADGRD2", + "ADAP2", + "BPIFA4P", + "ABHD12", + "ANKZF1", + "ADH5", + "ARHGAP22", + "ARHGAP23", + "ABHD17A", + "ABCC4", + "ANKK1", + "APBA3", + "ACOT1", + "ACTRT1", + "APLP1", + "BBS5", + "AIRIM", + "ADAD2", + "ALOX12P2", + "ASIP", + "ANGEL2", + "AKAP1", + "ADGRG2", + "ADCY1", + "ALDH1L2", + "ABRA", + "AGAP7P", + "ABCA10", + "APCS", + "ABI1", + "AP4M1", + "BMP5", + "ALG1L1P", + "ACER1", + "ADAM21", + "ADGRG6", + "ANO3", + "ALG9", + "ALX1", + "ACSL5", + "ABRAXAS1", + "AKAP8", + "AP2S1", + "ALDH7A1", + "AARS1", + "ABCB11", + "ACKR3", + "C1orf167", + "ABCB4", + "ADCK5", + "ABAT", + "BHLHE22", + "AKR1B15", + "APOBEC3H", + "ARSL", + "APLN", + "ASXL1", + "ADORA3", + "ALDH18A1", + "ADA", + "ACACB", + "ADAM5", + "C3orf20", + "ANGPT2", + "APCDD1", + "ABCD1", + "ATG10", + "AKR1C8", + "ANK3", + "AFDN-DT", + "ATXN1L", + "ARFRP1", + "ADO", + "AEBP1", + "HMGB4", + "ADK", + "ARHGEF19", + "ALDH16A1", + "C2", + "ADAM32", + "ADGRV1", + "ABCF3", + "CETN3", + "ARID1A", + "ACTL10", + "ANKAR", + "AFAP1L1", + "CTXN2", + "ACTL6B", + "ADIPOR1", + "AADAT", + "ADAMTSL4", + "AACSP1", + "ACAP3", + "CHRM1", + "AK3", + "BANP", + "ADGRF2P", + "ALCAM", + "APEX2", + "ADAMTS8", + "CACNA2D1", + "ANKRD13C", + "ANKFN1", + "ABR", + "ANO7", + "ANO1", + "A1BG", + "COLEC10", + "AAK1", + "ANKMY1", + "BAGE2", + "ARHGEF15", + "AP4B1", + "ACTL7A", + "ACVR2A", + "AP5S1", + "ABHD11", + "ASTE1", + "AP2A2", + "ARID3C", + "ANKRD34A", + "ADTRP", + "ADORA1", + "ATF1", + "ACP2", + "AGT", + "AHSP", + "CLEC4GP1", + "ABRAXAS2", + "AP4E1", + "ARHGEF16", + "ALPL", + "C12orf43", + "CNPY1", + "APOLD1", + "AURKC", + "AIPL1", + "ANKRA2", + "ADAM22", + "ASPN", + "ACVR1C", + "BDH2", + "BMERB1", + "AMER3", + "ACTR6", + "ACSM2B", + "AAAS", + "CAPN11", + "CD109", + "CRTC3", + "ANAPC15", + "CAND2", + "ADAMTSL1", + "C1orf216", + "CA14", + "AMELX", + "ANKS4B", + "ADCY4", + "FUZ", + "ACP5", + "ATRX", + "DHX30", + "ADAM8", + "AMPH", + "ARHGEF28", + "ACTBL2", + "AMHR2", + "GARNL3", + "ACSM1", + "ARMH4", + "AQP1", + "AKAP14", + "ADARB1", + "AQP4", + "ANKIB1", + "ANOS1", + "CCDC27", + "ABCB1", + "ANKLE2", + "CDH7", + "ARHGAP32", + "AP1S1", + "CLLU1-AS1", + "ANKRD20A8P", + "BAHCC1", + "ADAMTS10", + "AMPD3", + "SCTR", + "ANKRD24", + "BDNF-AS", + "ADAMTS16", + "BCL2L12", + "ALDH3A2", + "ATP5MC3", + "BRDT", + "AIG1", + "CCAR2", + "BMAL2", + "ARLN", + "FAM225B", + "AADACL4", + "CALR3", + "AGAP4", + "BCO2", + "ANAPC2", + "ACOX3", + "DAZL", + "ATP10D", + "C16orf87", + "ADGRB2", + "ADIPOR2", + "BPESC1", + "ATAT1", + "ASB16-AS1", + "FAM90A13", + "AAGAB", + "ACBD5", + "ADGRF4", + "BTNL2", + "ANKRD54", + "AKIRIN2", + "BRI3BP", + "ABCA3", + "CDKL3", + "ANKRD31", + "COL11A1", + "AICDA", + "AIF1", + "AHSG", + "ABCB9", + "C10orf55", + "AKAP6", + "CHRDL2", + "APOBEC3D", + "MGAT5", + "BRWD1-AS2", + "DAZ4", + "ARHGEF25", + "DUX3", + "AMY2B", + "LOC654780", + "BCAT1", + "CGREF1", + "LILRA3", + "CDYL", + "ADAM7", + "ACTG1", + "CBX8", + "CACNA1A", + "COQ3", + "ATAD3B", + "ANKRD18B", + "CLSTN2", + "BRS3", + "CHDH", + "ACOD1", + "AVP", + "ANO2", + "ANAPC7", + "ABI3", + "ACYP1", + "ACADL", + "ATXN2L", + "C3orf18", + "GLRA1", + "ANKRD18A", + "ATRNL1", + "CASP9", + "ATF6B", + "BMP2KL", + "ABCA9", + "AKR1A1", + "ASAH1", + "CHRM4", + "CHST2", + "DLST", + "TRIM42", + "ACO1", + "DEFB103A", + "CENPL", + "ABCD2", + "AKNA", + "ADGRL3", + "ADAMTS1", + "AFDN", + "C7orf57", + "AKIRIN1", + "ANK1", + "CFAP20", + "CCDC116", + "ANAPC4", + "BCL9L", + "ADAM17", + "ACOXL", + "ABO", + "C1QBP", + "DHDH", + "SNORD113-5", + "ANXA2P1", + "CLEC4M", + "AATK", + "CHD1L", + "ANKRD35", + "ANKRD20A2P", + "C1orf53", + "ADORA2B", + "ACTN2", + "ADGRE3", + "AKR1C4", + "CARD19", + "COL13A1", + "PAFAH1B3", + "AMDHD2", + "ADGRL1", + "ACR", + "DAPL1", + "ASB12", + "AASS", + "APMAP", + "ANKRD20A11P", + "AAR2", + "ADAM15", + "AGPAT4", + "CSNK1E", + "ADGRA1", + "CLDN3", + "AZGP1", + "ABITRAM", + "ADAMTS4", + "CFAP53", + "ANXA8", + "ADH4", + "ARSB", + "ATP6V1F", + "AGBL2", + "DRAXIN", + "AGO2", + "ALPK3", + "AGAP11", + "AFM", + "ARMCX5", + "AXIN2", + "CDC14C", + "ARHGAP10", + "ANP32E", + "HRG", + "ADGRA3", + "BIRC2", + "CNTNAP1", + "ADAMTS7", + "ABCA1", + "CRTAP", + "AGPAT3", + "ARHGAP5", + "FBXL2", + "ADAM18", + "ANLN", + "ATP13A2", + "AQP6", + "CATSPERE", + "DUOXA1", + "DTX1", + "C5", + "ANKUB1", + "BTBD16", + "ARRDC1-AS1", + "CLTCL1", + "C8orf58", + "CNR2", + "ATP5PD", + "APOL6", + "CCDC42", + "AGRN", + "FANCB", + "NLRP3", + "LOC613038", + "ATP6V1G3", + "CHRNB2", + "ACAP2", + "MIR302B", + "CLCN1", + "APEH", + "ALYREF", + "ANKRD27", + "BNC2", + "BAIAP2", + "CLIP3", + "KCTD21", + "TMEM52", + "MIR602", + "CBLL1", + "CARNS1", + "PBX3", + "C16orf78", + "ARR3", + "EPS15L1", + "CCDC146", + "ACSS3", + "CLN8", + "AGAP6", + "CARMIL1", + "BOC", + "RLBP1", + "ARL14", + "ACYP2", + "IL1RAPL2", + "ASB18", + "CNTN4", + "CPNE9", + "GINS2", + "CCDC144A", + "BCAM", + "ARID5B", + "INSM2", + "BST1", + "COL4A5", + "COL5A3", + "PKD1L1-AS1", + "CPT1A", + "CLDN23", + "ANXA9", + "A4GNT", + "CFAP141", + "CCDC83", + "ABTB1", + "ALG6", + "EDIL3", + "CDKN1B", + "ABCC2", + "BCHE", + "ATP6V1G2", + "CPE", + "ADGRF1", + "ARL17A", + "CITED1", + "C3AR1", + "LOC646804", + "RASD2", + "PADI3", + "EXD1", + "IFITM5", + "ASCC2", + "BDKRB2", + "GDPD5", + "CELF6", + "CSMD2", + "FST", + "THOC6", + "BEND4", + "C10orf53", + "CRTC1", + "BBIP1", + "BPY2", + "CACNA1H", + "FABP2", + "ANKRD40CL", + "AMPD1", + "ADAMDEC1", + "COL15A1", + "PRODH2", + "LOC727980", + "AGO1", + "KCNH5", + "CLDN1", + "AGAP10P", + "APOC3", + "AWAT2", + "E2F1", + "CCNK", + "CPZ", + "CGB1", + "ACTC1", + "FIGLA", + "KCNH3", + "C1orf105", + "ACAT1", + "ADIPOQ", + "ASPHD1", + "ASIC1", + "FGFR2", + "ABCC3", + "ATP6V1B1", + "ALKBH7", + "DPEP1", + "IQUB", + "ASPSCR1", + "AVPR1A", + "ADGRG7", + "ABHD8", + "ATP5MF", + "GCK", + "CHPF2", + "CHSY1", + "AP1M2", + "ACKR4", + "DUX4L8", + "CACNG6", + "ABCB6", + "DNAH5", + "AMMECR1", + "ANP32A", + "CEACAM18", + "CAD", + "BMP3", + "ARHGAP31", + "NQO2", + "CERS4", + "CCDC71", + "CRLF1", + "C20orf96", + "AMBN", + "ABCF1", + "ENPP6", + "TACC2", + "AMELY", + "DEFB107B", + "BIRC8", + "ANKRD2", + "BRD1", + "ARMCX3", + "XKR7", + "CABIN1", + "ATP12A", + "CHRM5", + "ADCY2", + "FAM90A16", + "BMPER", + "CFAP298-TCP10L", + "CAPNS2", + "CORO1B", + "ATE1", + "CACNA1F", + "BARHL2", + "ADRB3", + "FRAS1", + "CHKB", + "CLCNKA", + "CTSL3P", + "BCAS4", + "AP3D1", + "ALDH2", + "AKR1C6P", + "BZW1", + "CLCA4", + "AMFR", + "C2CD6", + "ADRA2A", + "IER5L", + "HPN", + "FTCD", + "L1CAM", + "ETV5", + "ARFIP2", + "ARHGAP12", + "ALDH9A1", + "DSCAML1", + "ACTA1", + "HDGF", + "KIAA1217", + "ABCG4", + "ARHGAP8", + "MOCOS", + "FRK", + "NUS1P3", + "ARHGEF7", + "CPLX1", + "CCHCR1", + "FFAR4", + "CLDN6", + "CA6", + "ANKS1B", + "AXIN1", + "CAVIN4", + "C1S", + "CCDC162P", + "CSH1", + "ANXA4", + "BLK", + "BLCAP", + "ANKRD53", + "BCO1", + "CDCP1", + "DYNC2H1", + "NSMCE1", + "CSF1", + "CCL15", + "ARMC8", + "B3GNT7", + "ADGB", + "ATP2B4", + "CCNB2", + "MRGPRX1", + "ABTB3", + "ARPC5", + "ADAM19", + "GLI4", + "EGFL8", + "ATN1", + "ARL13B", + "ALDH3B1", + "BUD31", + "CDH18", + "CBR1", + "CRYBB3", + "ADRM1", + "FAM120C", + "ELOA3BP", + "BPIFB4", + "ARF5", + "ANKRD16", + "KRTAP23-1", + "ACLY", + "ASNSD1", + "ANXA10", + "AKAP10", + "AGBL3", + "GPR83", + "DLX6-AS1", + "CEP72", + "AGPS", + "CCDC191", + "CATSPERD", + "C17orf50", + "ACTRT3", + "BCS1L", + "ANKRD20A1", + "CCT4", + "RER1", + "OR8H1", + "COMP", + "ISL2", + "KLK2", + "GRAMD1B", + "CXADRP2", + "DRD3", + "BAGE", + "KIAA1210", + "EFNB1", + "CLIP2", + "BRD3OS", + "FAM187B", + "AGBL1", + "ALKAL1", + "SNORD51", + "ALG10", + "C1QL4", + "ARMC7", + "EPCIP", + "APOB", + "LACC1", + "CCDC13", + "BOD1", + "ASB13", + "ALKBH5", + "CD19", + "ANKRD11", + "CNTF", + "APOBEC4", + "LINC00696", + "RAD54L", + "ADIG", + "CES5A", + "COG7", + "C11orf87", + "B3GNT3", + "CMC2", + "CCDC152", + "CELP", + "ANGPTL1", + "CDRT4", + "ADCYAP1R1", + "ADNP2", + "ADHFE1", + "CCR5", + "SPIRE2", + "ALDH3A1", + "CD72", + "AHCY", + "ADA2", + "ADGRG1", + "H3C2", + "AGTR2", + "ABHD14B", + "C11orf98", + "AKR7A2", + "LOC100131496", + "ATP5MK", + "TMEM171", + "APRT", + "OR1A1", + "GLDC", + "HEBP1", + "ATP5PF", + "ATP2A1", + "MIR524", + "MTSS2", + "LOC729218", + "CSPG4", + "PKD2L2", + "ABCG1", + "NXF4", + "AKT2", + "HCRTR2", + "CRCT1", + "C12orf50", + "ZNF843", + "ASCC1", + "DRGX", + "OMD", + "CDC42EP2", + "ARHGAP35", + "BCL10", + "IFNA5", + "BBLN", + "ALKBH3", + "DNAH17", + "CENPM", + "CA5A", + "COL18A1-AS1", + "ARL17B", + "LIMA1", + "C8orf74", + "LOC647264", + "NPDC1", + "WNT1", + "CD300E", + "BTNL3", + "MYL9", + "LOC100130872", + "FAAP24", + "COX11", + "ADH5P4", + "ALDH1A3", + "ATOSB", + "CCDC144NL", + "ASB3", + "ATP10A", + "MYL10", + "MIR629", + "CCIN", + "ARSJ", + "CLBA1", + "TBX6", + "MVK", + "SNORD91B", + "ARL5C", + "HLA-DOB", + "FMN2", + "AGPAT5", + "HSD11B1", + "CDH22", + "HENMT1", + "ANXA2", + "RBFA", + "DDX43", + "CLEC11A", + "ARMS2", + "CD4", + "CDK9", + "DNAH14", + "BDH1", + "CRY2", + "GPR152", + "ASIC4", + "KCNJ5", + "CD38", + "BLOC1S2", + "ADAMTS5", + "CLK2", + "BAK1", + "AGAP9", + "FAM210A", + "HLA-C", + "AMH", + "MIR620", + "CHRDL1", + "TRPM4", + "CCK", + "ATP6V0A1", + "CHI3L2", + "TOP1MT", + "GPX3", + "ARG2", + "ADAT2", + "PNKD", + "LRP3", + "MIR1915HG", + "BAD", + "IL22", + "ASB17", + "DSCR9", + "AUNIP", + "ATL3", + "CCDC7", + "DNAJC5B", + "ELFN1", + "GAS1", + "EPHA2", + "OR8G2P", + "COX5B", + "ADRB1", + "MPV17", + "DMP1", + "DNHD1", + "C2CD4A", + "MIR141", + "ARHGAP19", + "ARRDC5", + "GCC2", + "C2CD4D", + "GEMIN4", + "BABAM1", + "AKT1S1", + "AGK", + "LZTS1", + "CLEC12B", + "SPACA5", + "APOE", + "CNTNAP2", + "ADAMTS3", + "CBLN1", + "EXOSC2", + "HOXA11-AS", + "INO80C", + "CASK", + "ACTR3B", + "FAM219A", + "CDK3", + "KCMF1", + "DNAJC17", + "CHRNB1", + "PBLD", + "CNGA4", + "ERICH4", + "CAPN14", + "BPI", + "ASIC5", + "ADSS2", + "FKSG49", + "ODAD3", + "FAM87A", + "BAG3", + "AFG2B", + "MIR548Q", + "BAZ2A", + "MUC15", + "CYP4Z2P", + "CDK5RAP1", + "ASIC2", + "ADGRD1", + "CCNQP1", + "KRCC1", + "RCN3", + "CTIF", + "CCDC148", + "ASCL4", + "CD180", + "ARHGAP9", + "KCNA1", + "ERCC6", + "FGFR4", + "LYSMD4", + "DNAI3", + "DERPC", + "C1orf146", + "ALS2CL", + "BTNL9", + "ADCY7", + "DANCR", + "AZU1", + "ZNF607", + "EME1", + "ARMC3", + "MIR494", + "MIRLET7C", + "ARIH2OS", + "NAV3", + "AKR1C1", + "H2BC21", + "CLIC4", + "TMSB15A", + "FOXF2", + "EML5", + "KLK5", + "LCE4A", + "LDLRAD3", + "CHAT", + "ARL8A", + "AMER1", + "CLHC1", + "DBX2", + "C11orf16", + "BORA", + "BPHL", + "C12orf76", + "CEP63", + "AIFM1", + "APOH", + "ADAM10", + "MAP1LC3C", + "CD177", + "DRD1", + "HNF1B", + "CFHR1", + "ATP1B1", + "GRHL3", + "CSPG5", + "CCNB3", + "FAM90A20", + "EMID1", + "C1QA", + "B3GNT5", + "DMWD", + "GABRB1", + "CDC40", + "ANKRD22", + "DHRS3", + "ACOT11", + "AP1G1", + "MIR29B1", + "ATP1B2", + "C2orf15", + "APEX1", + "COMMD7", + "HOXD10", + "HAS1", + "NR2F2", + "PBK", + "LIMD2", + "ADGRB1", + "CDC42SE2", + "GCOM1", + "CDH16", + "ADPRH", + "RCN1", + "C1GALT1", + "AGL", + "ASB5", + "FAM90A19", + "BMP1", + "CCDC144CP", + "C1orf21", + "ENTR1", + "CSNK1A1P1", + "PPIL6", + "GNRHR2", + "GDF9", + "CAPN3", + "CIAPIN1", + "FILIP1", + "ALOX5", + "CSNK1A1L", + "ARHGAP29", + "MIR455", + "AHSA2P", + "ADGRG5", + "TBPL2", + "FAM120B", + "GMDS", + "CABP5", + "DIS3L", + "SAMD13", + "CPXM2", + "DEFA6", + "PHLDB1", + "ADGRG3", + "CDCA2", + "AQP11", + "AASDH", + "F10", + "RBP1", + "ADD3", + "CALML3", + "IL19", + "NCK1", + "ATG2B", + "ADIRF", + "COQ4", + "ARSK", + "GIP", + "CEP135", + "CD101", + "SUPT16H", + "DEFB130A", + "ATP1A1-AS1", + "B4GALNT3", + "CLPSL2", + "CREBL2", + "SVOP", + "GLYAT", + "BBS10", + "ADSS1", + "C1QL2", + "B3GALT6", + "LRRC36", + "MIR761", + "DISC1", + "EHD3", + "CBLL2", + "RIMBP3C", + "BAZ1B", + "MAGEA2B", + "MFSD5", + "GRM4", + "BNIP1", + "ACSL3", + "MRPL34", + "SFMBT2", + "GGT7", + "NMU", + "HDX", + "FGF17", + "CCDC85B", + "ACSL6", + "MRPL9", + "GJA4", + "EIF4ENIF1", + "ALG5", + "KRT81", + "LOC151760", + "LRRC32", + "NRXN2", + "KANK1", + "PRSS37", + "OVGP1", + "RIN1", + "LTC4S", + "BCAR4", + "CAMTA2", + "LOC391322", + "ECE2", + "IRX5", + "CARD11", + "CNTROB", + "CCP110", + "ART5", + "ARHGAP11A", + "ELP5", + "CADM2", + "CRISP3", + "OBSL1", + "PAGE1", + "BCL7B", + "DGCR2", + "BBS4", + "ACSS1", + "TTC31", + "CCM2", + "SPESP1", + "DMAC2L", + "TP73", + "COL26A1", + "SNORA25", + "ZNF454", + "DDX56", + "CHRNB3", + "CMTM8", + "UCK2", + "RBMY1A1", + "ACTR1A", + "BOLA3", + "BMX", + "NWD2", + "AMZ1", + "ADAMTS20", + "CXCR3", + "C19orf67", + "DCUN1D2", + "AGTPBP1", + "BIRC6", + "LAMB2", + "SPACDR", + "PPARA", + "AQP2", + "GATA1", + "DOK5", + "CEMP1", + "C2orf78", + "CECR2", + "CLDN22", + "COX14", + "ATP2B2", + "SNPH", + "DNAI1", + "MMP15", + "CLTC", + "ARMCX1", + "NR0B2", + "CCKAR", + "ADORA2A", + "MMP8", + "BARX2", + "CRMP1", + "CDK8", + "INSM1", + "PGAM1", + "CYP39A1", + "CCL17", + "CYP4Z1", + "CSAG1", + "ADRA1B", + "HRNR", + "CENPU", + "LIN54", + "PRSS53", + "BHLHA15", + "AMN1", + "FAM3A", + "ARMCX5-GPRASP2", + "DPEP3", + "BTN2A3P", + "PRPF38B", + "IL6ST", + "LTB4R", + "MRPL28", + "NEURL2", + "SNORD119", + "OR4S2", + "ATP6V1E2", + "INO80", + "COMMD4", + "ELMOD2", + "FABP5P7", + "ANGPTL7", + "EOLA1", + "MRO", + "DEFB131A", + "HCCS", + "HSD3B2", + "CCNF", + "CDRT15P1", + "BIN1", + "DPPA2", + "BAG6", + "ALDH1B1", + "CUL3", + "ATF2", + "RRH", + "DDN", + "DCAF8L2", + "BTG4", + "CAMSAP2", + "ARNT2", + "FICD", + "CEBPE", + "DRC12", + "HCG27", + "RNF185", + "NMRAL1", + "FADS3", + "DPRXP4", + "FAM170B", + "ALG14", + "LOC653303", + "ALK", + "LAMB3", + "CD209", + "ARL10", + "MARK1", + "PCDHGB8P", + "CALHM1", + "GAD2", + "MECR", + "LOC727884", + "IL12B", + "LCE1E", + "DYRK1B", + "CYP11B2", + "ANGPTL4", + "RENBP", + "MAGEB3", + "LY6G6D", + "CCL27", + "CCNG1", + "MIR211", + "ADAT3", + "ACTN1", + "AEBP2", + "HDHD3", + "APOL2", + "IL12RB1", + "CFAP61", + "ZRANB3", + "ACTL7B" + ], + "Coefficient": [ + 0.041806020993917156, + 0.036097521443775184, + 0.032162654494403246, + 0.03215659744079302, + 0.030888125621789376, + 0.027641612248597024, + 0.027159781834831677, + -0.026602209723752494, + -0.026376485315222537, + -0.026323730500595405, + -0.025661430893324556, + -0.025021048380666717, + -0.024938346569030056, + 0.024595667654816227, + 0.024312808039527, + -0.024108246871983183, + -0.024091776970397445, + 0.023523290593970896, + -0.02336041468472799, + 0.023049966284313293, + -0.022801590601842826, + 0.02269587992754726, + 0.022682870150009884, + 0.022152429789946818, + 0.022142896739210705, + 0.022026405488744637, + 0.021927616426061357, + 0.02129532951690146, + -0.020649011102059637, + -0.020587926297457985, + -0.020293064911793595, + 0.0189356682836869, + -0.01892659013455966, + 0.018840596549208773, + 0.01868472453666416, + -0.018605835913207584, + -0.01826757382690464, + -0.018233254683783007, + 0.01777556162579318, + -0.017663309276164083, + 0.017635819975157323, + -0.01757450351104175, + -0.01756228863643348, + -0.017282649758024796, + -0.016662133862488968, + -0.016303849211294453, + 0.01588840119104391, + 0.015767472681040177, + 0.015728284814944343, + 0.015705366666848564, + 0.015139695882133566, + -0.01513478208384887, + -0.015067187036817007, + -0.01489871269239838, + -0.01486813524853488, + 0.01469158605251393, + -0.014669437280922881, + -0.014166431148992534, + 0.014134562503812901, + -0.013958431601859372, + -0.013910389152874274, + 0.013864436595506676, + -0.013605627846266516, + 0.013540594807150705, + 0.013472049536867906, + -0.013021693202448129, + -0.012991863426794058, + 0.012985929059160335, + 0.012905860214893775, + 0.012808597451727579, + -0.012773747428494105, + 0.012623107719152676, + 0.012500950061222729, + -0.012488040274824865, + 0.012408149176896737, + 0.012310412513405629, + 0.01230710426028754, + -0.012281721828860363, + -0.012077676921256768, + -0.011881847691836016, + -0.011873430616716934, + 0.011781791692540209, + -0.011708142884812365, + 0.011701595057031817, + 0.011500443522369775, + 0.011412438695843477, + 0.011405444785684147, + 0.011171403421118154, + 0.011133429714185036, + -0.01098114476582051, + 0.01097941170273587, + -0.01096949454290175, + 0.010871897356606512, + -0.010841983931488497, + 0.010735272805376726, + 0.010654758839588387, + -0.010569117516768128, + 0.010393050927995239, + -0.010239877863416857, + 0.010198593034625182, + -0.010128984914614678, + 0.01009663158925505, + -0.009957280855510401, + 0.009843062530644148, + 0.009818714338654777, + -0.009553196778442553, + 0.00951772691310748, + 0.00951685250612799, + 0.009478394885601394, + -0.009466837976508373, + 0.00942770947252111, + 0.00942248217654954, + -0.009421029783034064, + -0.00937495311881883, + -0.009296176420062616, + -0.009290603686258487, + -0.009233178741894485, + -0.009228730920137618, + -0.009180764252231825, + 0.009173539483667895, + 0.009032134254001895, + -0.009024531681834735, + 0.008989948271687682, + 0.008921661172671942, + -0.008890441008432264, + 0.008859624586625332, + 0.008797050086017616, + -0.008794625736734668, + 0.008722683753921186, + 0.008583367810290116, + -0.008583050208101723, + 0.008527692265136173, + -0.008491850101963273, + -0.00842743709288745, + -0.008412690971286926, + 0.00840719856986649, + -0.008373959537369687, + -0.008357682074442057, + 0.008329269837191863, + 0.008278415807752288, + 0.008278259217477402, + 0.00824033008015003, + -0.008240080017043, + -0.008230854975879004, + 0.008137989758997259, + -0.007997146141277079, + -0.007981626845285103, + 0.007915551155210797, + 0.007860234952032941, + -0.007841535406727978, + -0.007810853959501546, + 0.0077496422206793395, + 0.007708141938675438, + -0.007702460895676726, + -0.007693166040828952, + 0.00766069017618367, + -0.007539149509540931, + -0.0074896271870966025, + -0.007470252763787189, + 0.0073791012364656135, + 0.0073379269576711904, + 0.007282824482461079, + 0.00726969972634466, + 0.0072045186998331975, + -0.007190598335171034, + 0.007151851823029942, + 0.007068121947625193, + -0.006984107144263846, + 0.006906987731657654, + -0.006884934668027136, + -0.00686635798461064, + 0.006796709738759093, + 0.006765684932738837, + 0.006757103072093052, + 0.006739783610495972, + 0.006689836995691242, + -0.006659638350390279, + 0.006654574310700194, + -0.00653555041467478, + -0.006533397712331041, + 0.006512909944169894, + 0.006477083644483697, + 0.006415446234552888, + -0.006351775252163342, + 0.0063423327881680334, + 0.0062945034705062936, + 0.006269839598322003, + 0.006163293747616621, + -0.006114115572137696, + -0.006098306343886582, + 0.006095746650483845, + -0.006085325528240539, + 0.006078942236297118, + -0.006065599812100544, + 0.00601211099899338, + 0.00599744587636352, + 0.005963194457606079, + -0.005944419333787712, + -0.005943150958777063, + -0.005936429515892154, + -0.005933129590790097, + -0.005920561809483181, + 0.0059174125268535395, + 0.005882383684932518, + 0.005874867310901934, + 0.0058495618801646925, + -0.0058054445456464585, + 0.005777210993456005, + -0.005748516246775524, + 0.005745816953217032, + -0.005743686325441449, + -0.005718967328383799, + -0.005676797293380099, + 0.00561784600985961, + 0.00561108544218885, + -0.005568571982360638, + 0.00551654981139223, + 0.005515657104211794, + 0.005487424029091117, + -0.005466031714971654, + 0.005406370747733644, + 0.00537706023325479, + -0.005217307769234731, + 0.0051683267992861685, + 0.005166015721076311, + -0.005149655703494062, + -0.005137171253907097, + -0.0051258489048630115, + -0.0051183728808131, + -0.005090392111829305, + 0.005087878700495465, + -0.005067555579883564, + -0.005045540320767023, + 0.004891547282376649, + -0.004880374159125986, + -0.004801348265007302, + -0.004785364330298063, + -0.004719691005847644, + -0.0046883566840582695, + -0.004650503243290614, + -0.0046256449809102575, + 0.004625062014714516, + -0.004625000737538942, + -0.004622156123238671, + 0.004619341992887407, + 0.004592029941760432, + -0.0045656184103703935, + -0.0045307974005391015, + -0.004508670542240387, + -0.00450645569561908, + 0.004423421480115511, + -0.004420723286598798, + 0.004419011063746238, + 0.004418464713070844, + -0.0043964169678415675, + -0.004386956324145011, + -0.004379258375114446, + -0.004357800728718336, + 0.004355038323823889, + 0.004339150484671536, + -0.004326521374185818, + -0.004312531180680317, + 0.004301454461043221, + -0.00427417858675587, + -0.004273677093798874, + 0.0042709536366081794, + 0.00424778043498172, + 0.004244056563136196, + -0.004216955909810618, + -0.0041906680940086965, + -0.004187421589287666, + -0.004186851382752618, + -0.004181374762454361, + -0.0041677128897660435, + -0.004166348765392287, + 0.004154257972830884, + -0.004105232261471119, + 0.004103258638281705, + -0.004086591242846717, + -0.004077208643366022, + 0.00406543076393094, + 0.0040110299593328754, + 0.004004717355498968, + -0.003999233721258315, + -0.003989212418878419, + -0.003988503490950925, + 0.003973810112795308, + -0.003918294322586955, + -0.0039027052244755374, + 0.003895314457256936, + 0.0038648866992161235, + -0.00384555092353154, + -0.003838137125095816, + -0.0038296266209384166, + -0.003826620172722924, + -0.0038212761966413956, + 0.003801469736071689, + 0.0037993373255883786, + -0.0037936830427442135, + 0.0037919039442569314, + -0.003742965242062405, + -0.0037386110061422367, + 0.003737739051442484, + 0.0037111013790460806, + 0.0037066707760768968, + -0.003697170659908965, + 0.0036965667574395695, + 0.0036941221799006727, + -0.0036695976556017696, + 0.0036430661153404355, + -0.0036372806282796363, + -0.003624129297929474, + 0.0036207427485917733, + -0.0036168126362466128, + -0.003566936375610385, + 0.003559097218300199, + 0.0035542837046196613, + 0.003551887079504051, + -0.003535258183599648, + 0.003526591341318268, + -0.0035212828834832273, + -0.003521196343931211, + -0.003520434636424271, + -0.003510524977000225, + 0.0034969690772592103, + -0.0034876424931630746, + -0.0034838900776965357, + -0.003472016586894464, + -0.003448764053341596, + -0.00344560174029426, + -0.003444670945983596, + 0.0034402716860208286, + 0.003439839265894375, + 0.003428189130545823, + -0.0034272646006476004, + -0.003425303994150569, + 0.0034215129279305764, + -0.0034151750687811486, + -0.0034046570940711464, + -0.003372538843478334, + 0.003355109463745781, + -0.0033455727129676127, + -0.003319689248230247, + 0.0033046771075448513, + 0.003300989655886842, + 0.0032956863677888358, + 0.0032879927783078574, + 0.0032500823922354404, + 0.0032493832451368446, + -0.0032408657825239696, + 0.00324020412829256, + -0.00323476814963766, + 0.0032102859458581477, + 0.003181381997909895, + -0.003181008836204753, + 0.003167643551788676, + -0.0031460045422995924, + 0.003133873333300424, + -0.003115979102289536, + -0.0031139225924549196, + -0.003107422845293965, + 0.0031002304985329305, + -0.003096972233736525, + -0.003094057994760222, + 0.0030830280126502457, + 0.0030824159884862822, + 0.0030677416747764688, + 0.0030634463558284154, + 0.0030587160559762887, + 0.0030427900686009293, + 0.003028260274062323, + -0.003019009465670719, + 0.0030021721682853045, + 0.0029979694580734195, + -0.0029977428153495655, + -0.0029945150732078878, + -0.0029934083441033633, + -0.002965875899397968, + -0.002964560615601002, + -0.0029601270831914506, + -0.0029570488372208646, + 0.002951761861911185, + -0.0029443870246532926, + 0.002938277464365528, + 0.0029298788476154083, + 0.002928893475426135, + 0.0029267143339874, + 0.002875194190435767, + -0.0028663946904266186, + 0.002850067576248493, + -0.0028449820692415598, + 0.0028191119011674597, + 0.0027945278879761173, + 0.0027936450219813017, + 0.0027932638490867174, + 0.0027683004968467057, + 0.002759814618630879, + -0.0027407286037255604, + -0.002732629256144319, + 0.0027266433043538706, + 0.0027248639063047267, + -0.002721106392843457, + 0.0027166923233460333, + -0.0027119696347854614, + 0.0026771729392146035, + -0.002661562595919616, + -0.002656529212587327, + 0.0026520239707726683, + 0.0026364458223308664, + 0.0026353654911009, + -0.0026305277223963946, + -0.002627974153622912, + 0.002624199172025532, + -0.0026182769802690284, + 0.0026035899111275804, + -0.0025939116853483887, + 0.002586709826878857, + 0.002580401242960447, + -0.002571449198103123, + 0.002534960250878325, + -0.002530519429971742, + -0.0025299975071329684, + -0.0025297052247544396, + -0.002505494227405078, + 0.0024681714836368024, + 0.0024448159962735827, + -0.0024318262939783696, + 0.002423193808840431, + -0.002416310085732816, + -0.0023941431151077927, + -0.002362237659771643, + -0.002359317482806547, + -0.002356350401400716, + 0.0023554514497659005, + 0.0023172652220940786, + -0.002311858571909726, + -0.0023091212254974813, + -0.0023027537002122383, + 0.0023017823341084974, + -0.002299584179854495, + 0.002294427181597625, + -0.002276632262597251, + 0.002272014835086884, + 0.0022703110982410716, + 0.0022648717047265574, + 0.0022495071775266435, + -0.002225927821478551, + 0.00221633911832911, + 0.002212750806459034, + -0.0022086634239737624, + -0.00220633060141944, + -0.00219531588532034, + -0.002167953208179094, + -0.002160549328687411, + -0.002158170377951864, + 0.002155108039093398, + 0.0021529882170791916, + 0.002109334450897857, + -0.0021020062486441014, + 0.0020989036319762153, + 0.0020941881999889268, + 0.0020740175574145226, + 0.0020487040863869546, + -0.0020335200011584106, + 0.0020262974281250717, + -0.0020260590014214443, + 0.002025047034354389, + -0.002003844373846996, + 0.0019996247961008716, + -0.001998902090423359, + 0.0019961462963711796, + -0.0019773013301725927, + -0.001976322574114083, + 0.001971382018522892, + 0.00195485263916942, + -0.001941520273676604, + 0.0019237523215135848, + 0.0019218747589458758, + 0.001897737133820228, + 0.0018975577434905795, + 0.0018973151272672136, + 0.0018835051584462949, + 0.0018753512090454471, + 0.001859170852222705, + 0.0018495043749678429, + 0.0018490525584661248, + 0.0018393326929283791, + 0.0018129276814835584, + -0.0018106076696747604, + 0.0018081118405984973, + 0.001808064135996533, + 0.00180805657102976, + -0.001807780307970602, + 0.0017898893292510158, + -0.0017877252937939017, + 0.001786255164026413, + -0.0017847407580347063, + -0.0017843722045593608, + 0.001784070351258995, + -0.001783864650665777, + 0.0017820374358072963, + -0.001779189580536428, + -0.0017607591791293888, + 0.0017356220316742143, + 0.0017349884528233917, + 0.0017320877391948906, + -0.0017269012701393673, + 0.0017241525995620299, + -0.0017228248101449674, + -0.0017194772688139581, + -0.0017154402961040169, + -0.0017125498180349994, + 0.001709803814233575, + 0.0017046997428281974, + -0.0016993648174709283, + 0.0016909604600132797, + 0.0016897738201917358, + 0.0016795682533094355, + 0.0016638557501814125, + -0.0016592039118400541, + -0.0016487668576395942, + -0.0016438058823154617, + -0.0016388779747720961, + -0.00163440641859056, + 0.0016310984980314465, + -0.0016295340344292704, + -0.0016261131192718892, + 0.0016238744728353403, + -0.0016191474579343478, + 0.001612883977296126, + 0.0016066988140659639, + -0.0016021098143883122, + 0.0015991374703468889, + 0.0015986834135772656, + -0.0015980296601287795, + -0.0015716538241914552, + 0.0015681542813402252, + -0.0015666117644976367, + 0.0015521781453635434, + -0.001549727017998436, + 0.001540061872145321, + 0.0015380441240858702, + 0.0015278026538347892, + -0.0015234055200353438, + 0.0015159473593560776, + -0.0015133707798122226, + -0.001512280944452014, + 0.0015085453131545752, + -0.0015011440436129705, + -0.0014979038084180398, + -0.0014750223852569243, + -0.0014736665796764572, + 0.0014628785555836476, + 0.0014614343006194197, + 0.0014586846531418217, + -0.0014555705983779934, + 0.0014463898338074308, + 0.0014450633535173997, + 0.0014421377833605702, + -0.0014411008814542662, + 0.001440964292720827, + -0.001434445585150481, + -0.001433703325137922, + -0.001432170093307657, + -0.0014264877991464974, + 0.0014245213885299031, + -0.001415523915531705, + 0.001404798999979377, + 0.001400757409963677, + 0.0014007177626665654, + -0.001395457334782325, + 0.0013869987868381833, + -0.0013787790737653854, + -0.001373138223818207, + -0.0013730293758877257, + -0.0013709281486433652, + 0.0013696532608908176, + 0.0013669344721142758, + -0.00136521356701663, + -0.0013555530373022555, + 0.0013555503965296302, + -0.001353370685339743, + 0.0013482228170140147, + 0.0013439496241569274, + -0.0013426878219947992, + -0.001340570003668341, + 0.0013347100080590073, + 0.0013286851571013025, + -0.00132450792219628, + -0.001322710676584922, + 0.001312569934073568, + -0.001305544016518964, + 0.001305457991498771, + -0.0013041173184225564, + 0.0012957166519313018, + -0.0012951482070973164, + 0.0012748325711564603, + -0.0012744441319255835, + 0.0012690880097702467, + 0.0012630273435104342, + 0.0012591490124988056, + 0.0012570196694552795, + -0.0012568721720945559, + -0.0012515351342643462, + 0.0012493657329116967, + 0.0012440680599326694, + 0.00123879602997692, + -0.0012346133918215982, + 0.001216230008748434, + 0.0012126452297220726, + -0.0012110091228745821, + 0.0012108160339588854, + 0.001201042856274683, + -0.0011992335581332211, + -0.0011991577678736557, + 0.0011933141144252434, + -0.0011882692867101331, + 0.0011879350762601952, + 0.0011793214566769294, + 0.0011765579256365782, + -0.0011693361659084465, + -0.0011680820554159212, + -0.001162584546250895, + -0.0011621878544308328, + -0.0011603087526688765, + -0.0011586636207070455, + -0.0011586627070347018, + 0.0011579969203389122, + 0.0011571753784596433, + 0.0011460541387185539, + 0.0011412325482290553, + -0.001140050286127229, + 0.0011399266211869626, + 0.0011342783262055735, + 0.0011319710626148166, + 0.0011236503101632567, + 0.0011220801231017759, + 0.0011184857866967375, + 0.0011155811266126898, + -0.0011151562975634363, + 0.0011144497994406463, + 0.001113773890218275, + 0.0011058360032850342, + 0.0011021699374373257, + 0.001094923154119941, + 0.0010920407632505449, + -0.0010873789579288224, + -0.0010872995516452851, + -0.0010847154978400626, + 0.0010837431983266998, + 0.0010835086148517025, + -0.0010818455562493182, + 0.0010814296890596588, + -0.0010684790949761127, + 0.001064585907503194, + -0.001057127087539694, + -0.0010558533392954247, + 0.001048774969908176, + 0.0010392130390898657, + -0.0010378706687772495, + -0.0010298738313470049, + 0.0010193135250464267, + -0.0010190367695971075, + 0.0010180855171699457, + 0.0010124209456534765, + -0.00100289918587881, + -0.0009984412761117176, + 0.0009944017859274594, + -0.0009928788230348538, + 0.0009855422225727968, + -0.00098482773837308, + 0.0009803945308466994, + 0.0009771100161800692, + 0.0009699826254331711, + -0.000962923970021257, + -0.0009624025035965962, + -0.0009550447631781608, + 0.000954434318841347, + -0.0009534561188377644, + 0.0009527451737572109, + 0.0009486938472061765, + -0.0009394914865071966, + -0.0009381978186348376, + -0.0009355324206774198, + 0.0009348775523663601, + -0.0009285615678106666, + 0.0009271251251029126, + -0.0009263759539793147, + 0.0009245967203926718, + 0.00092376919821425, + 0.0009208494034290267, + -0.0009201384417696029, + 0.0009196113836546983, + -0.0009176806198465222, + 0.0009165655203962604, + 0.0009110704474423398, + 0.0009073340841383447, + -0.0009038776565611773, + 0.0008997147744937308, + -0.0008996977022160497, + -0.0008976013897858973, + -0.0008972031371936334, + 0.0008820240093110773, + -0.000857986501356303, + -0.0008579393145885812, + 0.0008554565755808743, + 0.0008542433419518066, + -0.0008533462081180472, + -0.0008378858113633674, + -0.0008365915601345899, + 0.0008327352382885235, + -0.0008316826886353748, + 0.0008313494824174637, + 0.0008291539702706587, + 0.0008201937172984126, + 0.0008191701495869583, + 0.0008123372650605266, + 0.0008062891126814527, + 0.0008057577600510393, + -0.0008026652457827866, + -0.0007989989626804563, + 0.0007945797187442602, + 0.0007934495643610081, + -0.0007913113614596582, + -0.0007883761970478683, + 0.0007811673010294761, + 0.0007805565956595205, + -0.0007776898798589296, + -0.0007753496792731432, + -0.0007704856084807864, + 0.0007559694135030337, + -0.0007540546243994599, + 0.0007531950053114852, + 0.0007517486188216913, + 0.000751158327150544, + 0.0007508553326370783, + 0.0007437588812163208, + 0.0007429166090995683, + -0.0007427483308349187, + 0.0007403943460616329, + -0.0007357009277996246, + 0.0007354196828475568, + 0.0007335334325996977, + 0.0007335223265447884, + -0.0007258256010706274, + -0.0007240481752973421, + -0.0007240445255617602, + 0.0007234836816299756, + 0.0007233438215078129, + 0.0007209005501975853, + 0.0007181053549631407, + 0.0007143843513580168, + -0.0007123108631785629, + -0.0007110965224857695, + 0.0007110877947773559, + 0.0007100352898455406, + 0.0007070801502306722, + 0.0007050215879754004, + -0.0007026356093472704, + -0.000701439662949409, + 0.0006996019414356504, + 0.0006960165296118483, + 0.000695750756648422, + 0.000695555842530362, + 0.00069494465918627, + 0.0006911448210271698, + 0.0006905955833460022, + 0.0006896533939361367, + 0.0006843816390915853, + 0.0006840703028607046, + -0.0006824373654925544, + 0.0006804129092178872, + -0.00067867840526812, + 0.0006659681462516374, + -0.0006568280455393053, + 0.0006556316365320216, + -0.0006537090820665943, + -0.0006487436622859775, + -0.0006444363712346969, + -0.0006415257341991183, + -0.000637776906282986, + 0.0006308916686359145, + -0.0006268954836102032, + 0.000626616975979801, + 0.0006258352626124115, + -0.0006255923457992947, + -0.0006194967087524916, + -0.0006194451468832647, + 0.000618404017847348, + 0.0006059342578477499, + -0.0006058532238874036, + -0.0006044062744006807, + -0.0006019172414396042, + 0.000597517325500942, + -0.0005965584384526982, + -0.0005914357246082215, + -0.0005829631934915551, + 0.0005794794153011969, + 0.0005701632915889497, + 0.0005662981976610722, + 0.0005639730738646827, + 0.0005582005681108087, + 0.0005540108638807191, + -0.0005524626153954495, + -0.0005491440769219316, + -0.0005475738744242414, + -0.0005452636566409776, + 0.0005430470063530986, + -0.0005419586542061027, + 0.0005321130060999745, + 0.0005299158701270143, + 0.0005275784056683482, + 0.0005264573705734148, + 0.0005252654160569965, + 0.0005238180430798248, + -0.0005200326169657561, + -0.000519774941419225, + -0.0005190479297620613, + -0.0005179706462091893, + 0.0005160133759317667, + 0.0005137020607661368, + -0.000513198020767066, + 0.0005125189616970856, + 0.000510425106190401, + -0.0005085697361685421, + -0.0005038561747035612, + -0.0005036063135304852, + -0.0005033417239884511, + -0.0005030407422720848, + -0.0004995970585294279, + 0.0004989161410530742, + 0.0004969605275982836, + -0.000496164490152842, + -0.0004959146608943481, + 0.0004936738586054795, + 0.0004912556490404351, + -0.000490978494975707, + -0.0004889614668308573, + 0.0004871572833553769, + -0.0004809403613593152, + -0.00047813037241923185, + 0.00047777805485223147, + 0.0004774294902963635, + 0.0004731050765671412, + -0.00046946789835592334, + -0.0004692877536805104, + 0.0004692389073814998, + -0.00046886958872332867, + 0.000465068555327804, + -0.0004648617836547858, + 0.0004648553610545677, + 0.0004617253022971601, + -0.0004602917337436002, + 0.0004593554897592175, + 0.0004581959084398011, + 0.0004578637220521942, + 0.00045297926626499524, + 0.0004528875168025551, + 0.0004511659008518438, + -0.00044888021914594393, + -0.00044014012535921064, + -0.0004400904236112165, + 0.0004291227822029496, + 0.00042689848189395073, + 0.0004263354505444545, + -0.00042339477419938695, + -0.0004221536532619444, + 0.00042095427381416396, + -0.00042071310872313826, + -0.0004151378487135334, + -0.0004140688881701994, + -0.00041158957477967104, + -0.0004106357737457092, + 0.000408036128736028, + -0.00040717905065776913, + 0.000403388462088676, + -0.00039492836296429074, + -0.0003854526448767339, + 0.000385049588809322, + 0.0003815846636864845, + -0.00037816341738753495, + -0.0003778026465076082, + 0.00037632230537612706, + 0.0003754328009155043, + 0.00037365344159629756, + -0.00037333487124434784, + 0.00037206216008197734, + -0.00036229978364357994, + -0.0003610279561590787, + 0.00035939186598796794, + 0.0003555945426056412, + -0.00035182911912342066, + -0.00035107004270302876, + -0.0003485217064183924, + 0.00034765291227424513, + -0.00034699000762511726, + -0.0003439067340736698, + -0.00034249890189379456, + -0.00034055254789420005, + -0.00033982271913693906, + -0.0003365900348715979, + -0.0003362855464118544, + 0.00033189274268519435, + 0.000331359546801913, + 0.00032748152864737665, + 0.00032715113283931694, + -0.00032640527073573135, + -0.0003242427702103337, + 0.00032418204772119105, + 0.0003230091201115335, + -0.000321411835109186, + 0.0003181178554006356, + -0.0003171705940798035, + -0.00031697047872233263, + -0.0003124553674103662, + -0.0003091696139974407, + -0.0003080927356076865, + -0.0003077359654575159, + 0.0003066715741513727, + 0.0003043802440094263, + -0.00029808623635646373, + -0.00029691576631440573, + -0.00029582801859980235, + -0.00029138135225569744, + -0.00028455290246326903, + 0.0002836615591584368, + 0.0002813134478962261, + 0.0002793938284310026, + -0.00027900742614255555, + -0.0002785099368198353, + 0.00027545076722274454, + -0.0002744367207569324, + 0.0002693399548186228, + 0.00026578435861702727, + 0.0002620508181699458, + 0.0002620191772308803, + 0.0002608010261912475, + 0.0002607352616087497, + -0.0002606918544493475, + 0.00026009002357690376, + -0.0002587272363176596, + 0.0002580326578443975, + -0.0002572949992856469, + -0.0002572352052944495, + 0.0002556149775433015, + 0.0002552597201684085, + 0.00024999912734776183, + -0.000247085189633173, + 0.000245617700762762, + -0.00024391603484426005, + 0.00024296410557649142, + 0.00024208422223546343, + 0.00024184270624192443, + 0.00024082867051036187, + 0.00023935594450367844, + 0.0002392061917441678, + 0.00023689813447843314, + -0.0002363405957431494, + 0.0002336686918558842, + 0.00023358913717241297, + -0.0002320491290955023, + 0.00023006934545694382, + 0.0002299039371101282, + 0.00022707402334626935, + 0.00022637350088369887, + 0.0002257994376139975, + -0.00022349680381786614, + -0.000223311663342421, + -0.00022244870492597735, + 0.0002222497515179425, + 0.00022102283119591917, + 0.00021906642142528794, + -0.0002189793399856256, + 0.00021894951599270946, + 0.00021823388758362785, + 0.000214840384916016, + -0.00021249096897128802, + -0.00021187688865291433, + -0.00021133905568000632, + 0.00021105536808199533, + -0.00020814703260862982, + 0.00020554783156046362, + 0.0002023026593226688, + 0.00020091375096801975, + -0.00020080718722478017, + 0.0002003365526665921, + 0.00019865596599163074, + -0.0001985579134292143, + 0.00019632856496856939, + 0.00019561769820283732, + -0.00019427141868539471, + -0.00019412481810147404, + 0.00019104733124618867, + 0.00019103994803134562, + 0.00018981027483611307, + -0.00018907446717629972, + -0.0001885713473467886, + 0.00018847019481129602, + -0.00018568922145580484, + 0.00018425998006483377, + -0.00018225895044048822, + -0.00018143383855118167, + -0.00018005580968862318, + -0.00017736704247728997, + -0.00017375392100125894, + 0.00017360028977471048, + 0.00017355551348330854, + -0.00017343239267637452, + 0.00017094621310478097, + -0.00016899933439145254, + 0.0001686413590901884, + -0.00016638740294238163, + -0.00016514037526024885, + -0.00016422415518944377, + -0.00016330009652043255, + -0.00016302409032957892, + 0.0001630163622112273, + 0.00015991153747729622, + 0.00015869272195831143, + -0.0001583069186909238, + 0.0001568681659289913, + 0.00015630575976063616, + 0.00015489322968177354, + -0.00015334653627686296, + 0.00015315113351434186, + 0.0001524244869288988, + 0.00015227172208945834, + 0.00015118079819001896, + -0.00015040540337836616, + 0.00014948387096852842, + 0.0001473559537737031, + -0.0001470547325668035, + -0.00014551815742074677, + -0.00014409851549734606, + -0.0001426467994403909, + 0.00014220864179284167, + -0.00013963234116196255, + 0.000138663889723481, + -0.00013841154020020915, + 0.00013806385267168937, + -0.00013799156925412253, + 0.00013529407556512056, + 0.00013461983435146316, + -0.00013429142093502276, + 0.00013193620291152998, + -0.00013016133666344135, + -0.00012921984605877105, + -0.00012892236476726642, + -0.000128812739621366, + -0.00012871615337289687, + -0.00012644192888982563, + 0.00012381240938417733, + 0.00012076696700559354, + -0.00012003897520359353, + -0.00011862349759163706, + -0.00011632108188001117, + -0.00011511622828545148, + -0.00011306917517902462, + -0.0001129823344319873, + -0.00011257414398246603, + 0.00011059132297955105, + 0.00010949488046730034, + 0.00010810212097942886, + -0.00010727719392365302, + 0.00010685570017894026, + 0.00010655250381680696, + -0.0001048141820332605, + 0.00010466329913846622, + -0.00010462338550951914, + 0.00010358234887942853, + 0.00010210955344718239, + -0.00010073224988305309, + 0.0001003928642782355, + 9.932740075289214e-05, + 9.886692949701993e-05, + 9.848509198108275e-05, + -9.816188419313787e-05, + 9.815201013330392e-05, + -9.788665817391393e-05, + -9.775511287663003e-05, + -9.64591746459572e-05, + -9.515258603842125e-05, + 9.513299677614379e-05, + 9.368862002402705e-05, + -9.210286885247885e-05, + -9.128923696848726e-05, + 8.870447115318936e-05, + 8.859237920749606e-05, + -8.727287015821584e-05, + 8.607518815357374e-05, + -8.557333542230601e-05, + -8.550145335061292e-05, + -8.516941210283154e-05, + 8.21880311748771e-05, + 8.189031447351928e-05, + -8.137781474237162e-05, + -7.96210289535015e-05, + -7.782911941277264e-05, + 7.76839555763304e-05, + 7.688205128835663e-05, + 7.603053323807663e-05, + 7.586174222048875e-05, + -7.487500875709411e-05, + -7.471008687893695e-05, + 7.439195587415148e-05, + 7.38118480520884e-05, + 7.324677984591448e-05, + 7.279619470774438e-05, + 6.804660526996623e-05, + 6.783709974186742e-05, + 6.78199234137905e-05, + -6.646630621913796e-05, + -6.473419405329186e-05, + 6.407482441887862e-05, + 6.179207008615135e-05, + 6.171858573245734e-05, + -6.137268306524958e-05, + 6.098863985466597e-05, + -6.070799949223239e-05, + 6.0057280951103756e-05, + -5.942430959540163e-05, + -5.939578343078309e-05, + -5.865421594104132e-05, + 5.858855352769863e-05, + 5.821646084592838e-05, + 5.6197902866434716e-05, + 5.5460555903048936e-05, + 5.473337313205434e-05, + -5.1914562632934096e-05, + -5.1461894149453136e-05, + 5.103934231391954e-05, + -4.959370049491997e-05, + -4.877767537414172e-05, + 4.785501294364479e-05, + 4.7853853149977636e-05, + 4.7761686472351564e-05, + -4.6776097393933644e-05, + 4.669111481795171e-05, + 4.584944297413096e-05, + 4.500699461742419e-05, + -4.4905504083044896e-05, + 4.4824675536050394e-05, + 4.460238854366244e-05, + -4.35998401800069e-05, + -4.2826397740051316e-05, + 4.231350820308235e-05, + -4.2003641737252034e-05, + -4.1589170507138944e-05, + 4.138294914238813e-05, + 4.10075625821367e-05, + 4.0917830756597434e-05, + -4.054397359914201e-05, + 4.0344755520676456e-05, + -4.033836855296453e-05, + -4.006305138173668e-05, + -3.9501149086392544e-05, + -3.9436892831965275e-05, + -3.9409598290872216e-05, + -3.701570199417897e-05, + 3.5760728338727975e-05, + 3.490727551952612e-05, + 3.463898461206808e-05, + -3.3769740380166444e-05, + -3.245691095379376e-05, + 3.221628377599335e-05, + -3.18816213106899e-05, + 2.9898631509413865e-05, + 2.7704165364461488e-05, + -2.6410803939226103e-05, + 2.636151091467305e-05, + -2.6258026712730537e-05, + -2.6156896915399547e-05, + 2.6094031339249976e-05, + 2.6092542125590886e-05, + 2.5454773817782543e-05, + 2.5384296630357233e-05, + -2.3810208712086124e-05, + -2.346975598815555e-05, + 2.3452567929421897e-05, + 2.333792028438699e-05, + 2.3336017119046142e-05, + 2.2733397088670716e-05, + -2.246468340877712e-05, + 2.1783614743815e-05, + 2.1573776892423076e-05, + -2.04555827500766e-05, + 2.034294731199827e-05, + 2.0330629031417225e-05, + 1.852697105482118e-05, + 1.8256730396693647e-05, + 1.823319942208758e-05, + -1.7657248092329616e-05, + -1.7487600616513505e-05, + 1.725837935336065e-05, + 1.6958045036144904e-05, + -1.675659299809107e-05, + -1.6305733534213125e-05, + 1.629522139920444e-05, + -1.6098892659469147e-05, + 1.516091663519238e-05, + 1.4903036656057173e-05, + 1.3765607432349052e-05, + 1.3081369231060607e-05, + 1.2437690031165614e-05, + 1.2319404001231154e-05, + 1.1363465618703635e-05, + 1.1029138908854683e-05, + -1.0662690482214883e-05, + -1.0591179973093602e-05, + 1.0499941448071715e-05, + 1.02644614579201e-05, + 9.668992063613443e-06, + -9.224814355648028e-06, + -8.593185552209511e-06, + 8.55677147805832e-06, + -7.966676825379403e-06, + 7.90454819223827e-06, + 7.89072642580387e-06, + 7.860433518139926e-06, + 6.983072145212454e-06, + 6.731344071448775e-06, + 6.674507595092253e-06, + 6.463429157023428e-06, + -6.3573179267655595e-06, + 5.9390096197078244e-06, + 5.851486979257326e-06, + 5.3799114434311585e-06, + 5.121437673607904e-06, + 4.784889140826312e-06, + 4.778069607097301e-06, + 4.650317565246279e-06, + -4.365311543284115e-06, + -4.330598457896226e-06, + 3.871996405985885e-06, + 3.792538382990164e-06, + 3.769340097926992e-06, + 3.727168376150268e-06, + 3.4259027256964162e-06, + 3.060458954548572e-06, + 3.000961601291217e-06, + -2.591752736455476e-06, + 1.9920458022404363e-06, + 1.947294310964316e-06, + 1.9080507826726682e-06, + 1.897272192686209e-06, + 1.8758759712493386e-06, + 1.8094348825329174e-06, + -1.6669463845981342e-06, + 1.6649882477936516e-06, + -1.6616546399212864e-06, + 1.3912606077412375e-06, + -1.1021488978934176e-06, + -1.024718394232608e-06, + 1.0111898577822283e-06, + 7.674073482975388e-07, + -7.128491027674365e-07, + 5.865472011362455e-07, + 3.3491964622477313e-07, + -3.334950023133372e-07, + -1.942217894110829e-07, + 1.1110327218976994e-07, + -7.69139994162499e-08, + 1.642252913054507e-08, + -1.049591174013361e-08 + ], + "Absolute Coefficient": [ + 0.041806020993917156, + 0.036097521443775184, + 0.032162654494403246, + 0.03215659744079302, + 0.030888125621789376, + 0.027641612248597024, + 0.027159781834831677, + 0.026602209723752494, + 0.026376485315222537, + 0.026323730500595405, + 0.025661430893324556, + 0.025021048380666717, + 0.024938346569030056, + 0.024595667654816227, + 0.024312808039527, + 0.024108246871983183, + 0.024091776970397445, + 0.023523290593970896, + 0.02336041468472799, + 0.023049966284313293, + 0.022801590601842826, + 0.02269587992754726, + 0.022682870150009884, + 0.022152429789946818, + 0.022142896739210705, + 0.022026405488744637, + 0.021927616426061357, + 0.02129532951690146, + 0.020649011102059637, + 0.020587926297457985, + 0.020293064911793595, + 0.0189356682836869, + 0.01892659013455966, + 0.018840596549208773, + 0.01868472453666416, + 0.018605835913207584, + 0.01826757382690464, + 0.018233254683783007, + 0.01777556162579318, + 0.017663309276164083, + 0.017635819975157323, + 0.01757450351104175, + 0.01756228863643348, + 0.017282649758024796, + 0.016662133862488968, + 0.016303849211294453, + 0.01588840119104391, + 0.015767472681040177, + 0.015728284814944343, + 0.015705366666848564, + 0.015139695882133566, + 0.01513478208384887, + 0.015067187036817007, + 0.01489871269239838, + 0.01486813524853488, + 0.01469158605251393, + 0.014669437280922881, + 0.014166431148992534, + 0.014134562503812901, + 0.013958431601859372, + 0.013910389152874274, + 0.013864436595506676, + 0.013605627846266516, + 0.013540594807150705, + 0.013472049536867906, + 0.013021693202448129, + 0.012991863426794058, + 0.012985929059160335, + 0.012905860214893775, + 0.012808597451727579, + 0.012773747428494105, + 0.012623107719152676, + 0.012500950061222729, + 0.012488040274824865, + 0.012408149176896737, + 0.012310412513405629, + 0.01230710426028754, + 0.012281721828860363, + 0.012077676921256768, + 0.011881847691836016, + 0.011873430616716934, + 0.011781791692540209, + 0.011708142884812365, + 0.011701595057031817, + 0.011500443522369775, + 0.011412438695843477, + 0.011405444785684147, + 0.011171403421118154, + 0.011133429714185036, + 0.01098114476582051, + 0.01097941170273587, + 0.01096949454290175, + 0.010871897356606512, + 0.010841983931488497, + 0.010735272805376726, + 0.010654758839588387, + 0.010569117516768128, + 0.010393050927995239, + 0.010239877863416857, + 0.010198593034625182, + 0.010128984914614678, + 0.01009663158925505, + 0.009957280855510401, + 0.009843062530644148, + 0.009818714338654777, + 0.009553196778442553, + 0.00951772691310748, + 0.00951685250612799, + 0.009478394885601394, + 0.009466837976508373, + 0.00942770947252111, + 0.00942248217654954, + 0.009421029783034064, + 0.00937495311881883, + 0.009296176420062616, + 0.009290603686258487, + 0.009233178741894485, + 0.009228730920137618, + 0.009180764252231825, + 0.009173539483667895, + 0.009032134254001895, + 0.009024531681834735, + 0.008989948271687682, + 0.008921661172671942, + 0.008890441008432264, + 0.008859624586625332, + 0.008797050086017616, + 0.008794625736734668, + 0.008722683753921186, + 0.008583367810290116, + 0.008583050208101723, + 0.008527692265136173, + 0.008491850101963273, + 0.00842743709288745, + 0.008412690971286926, + 0.00840719856986649, + 0.008373959537369687, + 0.008357682074442057, + 0.008329269837191863, + 0.008278415807752288, + 0.008278259217477402, + 0.00824033008015003, + 0.008240080017043, + 0.008230854975879004, + 0.008137989758997259, + 0.007997146141277079, + 0.007981626845285103, + 0.007915551155210797, + 0.007860234952032941, + 0.007841535406727978, + 0.007810853959501546, + 0.0077496422206793395, + 0.007708141938675438, + 0.007702460895676726, + 0.007693166040828952, + 0.00766069017618367, + 0.007539149509540931, + 0.0074896271870966025, + 0.007470252763787189, + 0.0073791012364656135, + 0.0073379269576711904, + 0.007282824482461079, + 0.00726969972634466, + 0.0072045186998331975, + 0.007190598335171034, + 0.007151851823029942, + 0.007068121947625193, + 0.006984107144263846, + 0.006906987731657654, + 0.006884934668027136, + 0.00686635798461064, + 0.006796709738759093, + 0.006765684932738837, + 0.006757103072093052, + 0.006739783610495972, + 0.006689836995691242, + 0.006659638350390279, + 0.006654574310700194, + 0.00653555041467478, + 0.006533397712331041, + 0.006512909944169894, + 0.006477083644483697, + 0.006415446234552888, + 0.006351775252163342, + 0.0063423327881680334, + 0.0062945034705062936, + 0.006269839598322003, + 0.006163293747616621, + 0.006114115572137696, + 0.006098306343886582, + 0.006095746650483845, + 0.006085325528240539, + 0.006078942236297118, + 0.006065599812100544, + 0.00601211099899338, + 0.00599744587636352, + 0.005963194457606079, + 0.005944419333787712, + 0.005943150958777063, + 0.005936429515892154, + 0.005933129590790097, + 0.005920561809483181, + 0.0059174125268535395, + 0.005882383684932518, + 0.005874867310901934, + 0.0058495618801646925, + 0.0058054445456464585, + 0.005777210993456005, + 0.005748516246775524, + 0.005745816953217032, + 0.005743686325441449, + 0.005718967328383799, + 0.005676797293380099, + 0.00561784600985961, + 0.00561108544218885, + 0.005568571982360638, + 0.00551654981139223, + 0.005515657104211794, + 0.005487424029091117, + 0.005466031714971654, + 0.005406370747733644, + 0.00537706023325479, + 0.005217307769234731, + 0.0051683267992861685, + 0.005166015721076311, + 0.005149655703494062, + 0.005137171253907097, + 0.0051258489048630115, + 0.0051183728808131, + 0.005090392111829305, + 0.005087878700495465, + 0.005067555579883564, + 0.005045540320767023, + 0.004891547282376649, + 0.004880374159125986, + 0.004801348265007302, + 0.004785364330298063, + 0.004719691005847644, + 0.0046883566840582695, + 0.004650503243290614, + 0.0046256449809102575, + 0.004625062014714516, + 0.004625000737538942, + 0.004622156123238671, + 0.004619341992887407, + 0.004592029941760432, + 0.0045656184103703935, + 0.0045307974005391015, + 0.004508670542240387, + 0.00450645569561908, + 0.004423421480115511, + 0.004420723286598798, + 0.004419011063746238, + 0.004418464713070844, + 0.0043964169678415675, + 0.004386956324145011, + 0.004379258375114446, + 0.004357800728718336, + 0.004355038323823889, + 0.004339150484671536, + 0.004326521374185818, + 0.004312531180680317, + 0.004301454461043221, + 0.00427417858675587, + 0.004273677093798874, + 0.0042709536366081794, + 0.00424778043498172, + 0.004244056563136196, + 0.004216955909810618, + 0.0041906680940086965, + 0.004187421589287666, + 0.004186851382752618, + 0.004181374762454361, + 0.0041677128897660435, + 0.004166348765392287, + 0.004154257972830884, + 0.004105232261471119, + 0.004103258638281705, + 0.004086591242846717, + 0.004077208643366022, + 0.00406543076393094, + 0.0040110299593328754, + 0.004004717355498968, + 0.003999233721258315, + 0.003989212418878419, + 0.003988503490950925, + 0.003973810112795308, + 0.003918294322586955, + 0.0039027052244755374, + 0.003895314457256936, + 0.0038648866992161235, + 0.00384555092353154, + 0.003838137125095816, + 0.0038296266209384166, + 0.003826620172722924, + 0.0038212761966413956, + 0.003801469736071689, + 0.0037993373255883786, + 0.0037936830427442135, + 0.0037919039442569314, + 0.003742965242062405, + 0.0037386110061422367, + 0.003737739051442484, + 0.0037111013790460806, + 0.0037066707760768968, + 0.003697170659908965, + 0.0036965667574395695, + 0.0036941221799006727, + 0.0036695976556017696, + 0.0036430661153404355, + 0.0036372806282796363, + 0.003624129297929474, + 0.0036207427485917733, + 0.0036168126362466128, + 0.003566936375610385, + 0.003559097218300199, + 0.0035542837046196613, + 0.003551887079504051, + 0.003535258183599648, + 0.003526591341318268, + 0.0035212828834832273, + 0.003521196343931211, + 0.003520434636424271, + 0.003510524977000225, + 0.0034969690772592103, + 0.0034876424931630746, + 0.0034838900776965357, + 0.003472016586894464, + 0.003448764053341596, + 0.00344560174029426, + 0.003444670945983596, + 0.0034402716860208286, + 0.003439839265894375, + 0.003428189130545823, + 0.0034272646006476004, + 0.003425303994150569, + 0.0034215129279305764, + 0.0034151750687811486, + 0.0034046570940711464, + 0.003372538843478334, + 0.003355109463745781, + 0.0033455727129676127, + 0.003319689248230247, + 0.0033046771075448513, + 0.003300989655886842, + 0.0032956863677888358, + 0.0032879927783078574, + 0.0032500823922354404, + 0.0032493832451368446, + 0.0032408657825239696, + 0.00324020412829256, + 0.00323476814963766, + 0.0032102859458581477, + 0.003181381997909895, + 0.003181008836204753, + 0.003167643551788676, + 0.0031460045422995924, + 0.003133873333300424, + 0.003115979102289536, + 0.0031139225924549196, + 0.003107422845293965, + 0.0031002304985329305, + 0.003096972233736525, + 0.003094057994760222, + 0.0030830280126502457, + 0.0030824159884862822, + 0.0030677416747764688, + 0.0030634463558284154, + 0.0030587160559762887, + 0.0030427900686009293, + 0.003028260274062323, + 0.003019009465670719, + 0.0030021721682853045, + 0.0029979694580734195, + 0.0029977428153495655, + 0.0029945150732078878, + 0.0029934083441033633, + 0.002965875899397968, + 0.002964560615601002, + 0.0029601270831914506, + 0.0029570488372208646, + 0.002951761861911185, + 0.0029443870246532926, + 0.002938277464365528, + 0.0029298788476154083, + 0.002928893475426135, + 0.0029267143339874, + 0.002875194190435767, + 0.0028663946904266186, + 0.002850067576248493, + 0.0028449820692415598, + 0.0028191119011674597, + 0.0027945278879761173, + 0.0027936450219813017, + 0.0027932638490867174, + 0.0027683004968467057, + 0.002759814618630879, + 0.0027407286037255604, + 0.002732629256144319, + 0.0027266433043538706, + 0.0027248639063047267, + 0.002721106392843457, + 0.0027166923233460333, + 0.0027119696347854614, + 0.0026771729392146035, + 0.002661562595919616, + 0.002656529212587327, + 0.0026520239707726683, + 0.0026364458223308664, + 0.0026353654911009, + 0.0026305277223963946, + 0.002627974153622912, + 0.002624199172025532, + 0.0026182769802690284, + 0.0026035899111275804, + 0.0025939116853483887, + 0.002586709826878857, + 0.002580401242960447, + 0.002571449198103123, + 0.002534960250878325, + 0.002530519429971742, + 0.0025299975071329684, + 0.0025297052247544396, + 0.002505494227405078, + 0.0024681714836368024, + 0.0024448159962735827, + 0.0024318262939783696, + 0.002423193808840431, + 0.002416310085732816, + 0.0023941431151077927, + 0.002362237659771643, + 0.002359317482806547, + 0.002356350401400716, + 0.0023554514497659005, + 0.0023172652220940786, + 0.002311858571909726, + 0.0023091212254974813, + 0.0023027537002122383, + 0.0023017823341084974, + 0.002299584179854495, + 0.002294427181597625, + 0.002276632262597251, + 0.002272014835086884, + 0.0022703110982410716, + 0.0022648717047265574, + 0.0022495071775266435, + 0.002225927821478551, + 0.00221633911832911, + 0.002212750806459034, + 0.0022086634239737624, + 0.00220633060141944, + 0.00219531588532034, + 0.002167953208179094, + 0.002160549328687411, + 0.002158170377951864, + 0.002155108039093398, + 0.0021529882170791916, + 0.002109334450897857, + 0.0021020062486441014, + 0.0020989036319762153, + 0.0020941881999889268, + 0.0020740175574145226, + 0.0020487040863869546, + 0.0020335200011584106, + 0.0020262974281250717, + 0.0020260590014214443, + 0.002025047034354389, + 0.002003844373846996, + 0.0019996247961008716, + 0.001998902090423359, + 0.0019961462963711796, + 0.0019773013301725927, + 0.001976322574114083, + 0.001971382018522892, + 0.00195485263916942, + 0.001941520273676604, + 0.0019237523215135848, + 0.0019218747589458758, + 0.001897737133820228, + 0.0018975577434905795, + 0.0018973151272672136, + 0.0018835051584462949, + 0.0018753512090454471, + 0.001859170852222705, + 0.0018495043749678429, + 0.0018490525584661248, + 0.0018393326929283791, + 0.0018129276814835584, + 0.0018106076696747604, + 0.0018081118405984973, + 0.001808064135996533, + 0.00180805657102976, + 0.001807780307970602, + 0.0017898893292510158, + 0.0017877252937939017, + 0.001786255164026413, + 0.0017847407580347063, + 0.0017843722045593608, + 0.001784070351258995, + 0.001783864650665777, + 0.0017820374358072963, + 0.001779189580536428, + 0.0017607591791293888, + 0.0017356220316742143, + 0.0017349884528233917, + 0.0017320877391948906, + 0.0017269012701393673, + 0.0017241525995620299, + 0.0017228248101449674, + 0.0017194772688139581, + 0.0017154402961040169, + 0.0017125498180349994, + 0.001709803814233575, + 0.0017046997428281974, + 0.0016993648174709283, + 0.0016909604600132797, + 0.0016897738201917358, + 0.0016795682533094355, + 0.0016638557501814125, + 0.0016592039118400541, + 0.0016487668576395942, + 0.0016438058823154617, + 0.0016388779747720961, + 0.00163440641859056, + 0.0016310984980314465, + 0.0016295340344292704, + 0.0016261131192718892, + 0.0016238744728353403, + 0.0016191474579343478, + 0.001612883977296126, + 0.0016066988140659639, + 0.0016021098143883122, + 0.0015991374703468889, + 0.0015986834135772656, + 0.0015980296601287795, + 0.0015716538241914552, + 0.0015681542813402252, + 0.0015666117644976367, + 0.0015521781453635434, + 0.001549727017998436, + 0.001540061872145321, + 0.0015380441240858702, + 0.0015278026538347892, + 0.0015234055200353438, + 0.0015159473593560776, + 0.0015133707798122226, + 0.001512280944452014, + 0.0015085453131545752, + 0.0015011440436129705, + 0.0014979038084180398, + 0.0014750223852569243, + 0.0014736665796764572, + 0.0014628785555836476, + 0.0014614343006194197, + 0.0014586846531418217, + 0.0014555705983779934, + 0.0014463898338074308, + 0.0014450633535173997, + 0.0014421377833605702, + 0.0014411008814542662, + 0.001440964292720827, + 0.001434445585150481, + 0.001433703325137922, + 0.001432170093307657, + 0.0014264877991464974, + 0.0014245213885299031, + 0.001415523915531705, + 0.001404798999979377, + 0.001400757409963677, + 0.0014007177626665654, + 0.001395457334782325, + 0.0013869987868381833, + 0.0013787790737653854, + 0.001373138223818207, + 0.0013730293758877257, + 0.0013709281486433652, + 0.0013696532608908176, + 0.0013669344721142758, + 0.00136521356701663, + 0.0013555530373022555, + 0.0013555503965296302, + 0.001353370685339743, + 0.0013482228170140147, + 0.0013439496241569274, + 0.0013426878219947992, + 0.001340570003668341, + 0.0013347100080590073, + 0.0013286851571013025, + 0.00132450792219628, + 0.001322710676584922, + 0.001312569934073568, + 0.001305544016518964, + 0.001305457991498771, + 0.0013041173184225564, + 0.0012957166519313018, + 0.0012951482070973164, + 0.0012748325711564603, + 0.0012744441319255835, + 0.0012690880097702467, + 0.0012630273435104342, + 0.0012591490124988056, + 0.0012570196694552795, + 0.0012568721720945559, + 0.0012515351342643462, + 0.0012493657329116967, + 0.0012440680599326694, + 0.00123879602997692, + 0.0012346133918215982, + 0.001216230008748434, + 0.0012126452297220726, + 0.0012110091228745821, + 0.0012108160339588854, + 0.001201042856274683, + 0.0011992335581332211, + 0.0011991577678736557, + 0.0011933141144252434, + 0.0011882692867101331, + 0.0011879350762601952, + 0.0011793214566769294, + 0.0011765579256365782, + 0.0011693361659084465, + 0.0011680820554159212, + 0.001162584546250895, + 0.0011621878544308328, + 0.0011603087526688765, + 0.0011586636207070455, + 0.0011586627070347018, + 0.0011579969203389122, + 0.0011571753784596433, + 0.0011460541387185539, + 0.0011412325482290553, + 0.001140050286127229, + 0.0011399266211869626, + 0.0011342783262055735, + 0.0011319710626148166, + 0.0011236503101632567, + 0.0011220801231017759, + 0.0011184857866967375, + 0.0011155811266126898, + 0.0011151562975634363, + 0.0011144497994406463, + 0.001113773890218275, + 0.0011058360032850342, + 0.0011021699374373257, + 0.001094923154119941, + 0.0010920407632505449, + 0.0010873789579288224, + 0.0010872995516452851, + 0.0010847154978400626, + 0.0010837431983266998, + 0.0010835086148517025, + 0.0010818455562493182, + 0.0010814296890596588, + 0.0010684790949761127, + 0.001064585907503194, + 0.001057127087539694, + 0.0010558533392954247, + 0.001048774969908176, + 0.0010392130390898657, + 0.0010378706687772495, + 0.0010298738313470049, + 0.0010193135250464267, + 0.0010190367695971075, + 0.0010180855171699457, + 0.0010124209456534765, + 0.00100289918587881, + 0.0009984412761117176, + 0.0009944017859274594, + 0.0009928788230348538, + 0.0009855422225727968, + 0.00098482773837308, + 0.0009803945308466994, + 0.0009771100161800692, + 0.0009699826254331711, + 0.000962923970021257, + 0.0009624025035965962, + 0.0009550447631781608, + 0.000954434318841347, + 0.0009534561188377644, + 0.0009527451737572109, + 0.0009486938472061765, + 0.0009394914865071966, + 0.0009381978186348376, + 0.0009355324206774198, + 0.0009348775523663601, + 0.0009285615678106666, + 0.0009271251251029126, + 0.0009263759539793147, + 0.0009245967203926718, + 0.00092376919821425, + 0.0009208494034290267, + 0.0009201384417696029, + 0.0009196113836546983, + 0.0009176806198465222, + 0.0009165655203962604, + 0.0009110704474423398, + 0.0009073340841383447, + 0.0009038776565611773, + 0.0008997147744937308, + 0.0008996977022160497, + 0.0008976013897858973, + 0.0008972031371936334, + 0.0008820240093110773, + 0.000857986501356303, + 0.0008579393145885812, + 0.0008554565755808743, + 0.0008542433419518066, + 0.0008533462081180472, + 0.0008378858113633674, + 0.0008365915601345899, + 0.0008327352382885235, + 0.0008316826886353748, + 0.0008313494824174637, + 0.0008291539702706587, + 0.0008201937172984126, + 0.0008191701495869583, + 0.0008123372650605266, + 0.0008062891126814527, + 0.0008057577600510393, + 0.0008026652457827866, + 0.0007989989626804563, + 0.0007945797187442602, + 0.0007934495643610081, + 0.0007913113614596582, + 0.0007883761970478683, + 0.0007811673010294761, + 0.0007805565956595205, + 0.0007776898798589296, + 0.0007753496792731432, + 0.0007704856084807864, + 0.0007559694135030337, + 0.0007540546243994599, + 0.0007531950053114852, + 0.0007517486188216913, + 0.000751158327150544, + 0.0007508553326370783, + 0.0007437588812163208, + 0.0007429166090995683, + 0.0007427483308349187, + 0.0007403943460616329, + 0.0007357009277996246, + 0.0007354196828475568, + 0.0007335334325996977, + 0.0007335223265447884, + 0.0007258256010706274, + 0.0007240481752973421, + 0.0007240445255617602, + 0.0007234836816299756, + 0.0007233438215078129, + 0.0007209005501975853, + 0.0007181053549631407, + 0.0007143843513580168, + 0.0007123108631785629, + 0.0007110965224857695, + 0.0007110877947773559, + 0.0007100352898455406, + 0.0007070801502306722, + 0.0007050215879754004, + 0.0007026356093472704, + 0.000701439662949409, + 0.0006996019414356504, + 0.0006960165296118483, + 0.000695750756648422, + 0.000695555842530362, + 0.00069494465918627, + 0.0006911448210271698, + 0.0006905955833460022, + 0.0006896533939361367, + 0.0006843816390915853, + 0.0006840703028607046, + 0.0006824373654925544, + 0.0006804129092178872, + 0.00067867840526812, + 0.0006659681462516374, + 0.0006568280455393053, + 0.0006556316365320216, + 0.0006537090820665943, + 0.0006487436622859775, + 0.0006444363712346969, + 0.0006415257341991183, + 0.000637776906282986, + 0.0006308916686359145, + 0.0006268954836102032, + 0.000626616975979801, + 0.0006258352626124115, + 0.0006255923457992947, + 0.0006194967087524916, + 0.0006194451468832647, + 0.000618404017847348, + 0.0006059342578477499, + 0.0006058532238874036, + 0.0006044062744006807, + 0.0006019172414396042, + 0.000597517325500942, + 0.0005965584384526982, + 0.0005914357246082215, + 0.0005829631934915551, + 0.0005794794153011969, + 0.0005701632915889497, + 0.0005662981976610722, + 0.0005639730738646827, + 0.0005582005681108087, + 0.0005540108638807191, + 0.0005524626153954495, + 0.0005491440769219316, + 0.0005475738744242414, + 0.0005452636566409776, + 0.0005430470063530986, + 0.0005419586542061027, + 0.0005321130060999745, + 0.0005299158701270143, + 0.0005275784056683482, + 0.0005264573705734148, + 0.0005252654160569965, + 0.0005238180430798248, + 0.0005200326169657561, + 0.000519774941419225, + 0.0005190479297620613, + 0.0005179706462091893, + 0.0005160133759317667, + 0.0005137020607661368, + 0.000513198020767066, + 0.0005125189616970856, + 0.000510425106190401, + 0.0005085697361685421, + 0.0005038561747035612, + 0.0005036063135304852, + 0.0005033417239884511, + 0.0005030407422720848, + 0.0004995970585294279, + 0.0004989161410530742, + 0.0004969605275982836, + 0.000496164490152842, + 0.0004959146608943481, + 0.0004936738586054795, + 0.0004912556490404351, + 0.000490978494975707, + 0.0004889614668308573, + 0.0004871572833553769, + 0.0004809403613593152, + 0.00047813037241923185, + 0.00047777805485223147, + 0.0004774294902963635, + 0.0004731050765671412, + 0.00046946789835592334, + 0.0004692877536805104, + 0.0004692389073814998, + 0.00046886958872332867, + 0.000465068555327804, + 0.0004648617836547858, + 0.0004648553610545677, + 0.0004617253022971601, + 0.0004602917337436002, + 0.0004593554897592175, + 0.0004581959084398011, + 0.0004578637220521942, + 0.00045297926626499524, + 0.0004528875168025551, + 0.0004511659008518438, + 0.00044888021914594393, + 0.00044014012535921064, + 0.0004400904236112165, + 0.0004291227822029496, + 0.00042689848189395073, + 0.0004263354505444545, + 0.00042339477419938695, + 0.0004221536532619444, + 0.00042095427381416396, + 0.00042071310872313826, + 0.0004151378487135334, + 0.0004140688881701994, + 0.00041158957477967104, + 0.0004106357737457092, + 0.000408036128736028, + 0.00040717905065776913, + 0.000403388462088676, + 0.00039492836296429074, + 0.0003854526448767339, + 0.000385049588809322, + 0.0003815846636864845, + 0.00037816341738753495, + 0.0003778026465076082, + 0.00037632230537612706, + 0.0003754328009155043, + 0.00037365344159629756, + 0.00037333487124434784, + 0.00037206216008197734, + 0.00036229978364357994, + 0.0003610279561590787, + 0.00035939186598796794, + 0.0003555945426056412, + 0.00035182911912342066, + 0.00035107004270302876, + 0.0003485217064183924, + 0.00034765291227424513, + 0.00034699000762511726, + 0.0003439067340736698, + 0.00034249890189379456, + 0.00034055254789420005, + 0.00033982271913693906, + 0.0003365900348715979, + 0.0003362855464118544, + 0.00033189274268519435, + 0.000331359546801913, + 0.00032748152864737665, + 0.00032715113283931694, + 0.00032640527073573135, + 0.0003242427702103337, + 0.00032418204772119105, + 0.0003230091201115335, + 0.000321411835109186, + 0.0003181178554006356, + 0.0003171705940798035, + 0.00031697047872233263, + 0.0003124553674103662, + 0.0003091696139974407, + 0.0003080927356076865, + 0.0003077359654575159, + 0.0003066715741513727, + 0.0003043802440094263, + 0.00029808623635646373, + 0.00029691576631440573, + 0.00029582801859980235, + 0.00029138135225569744, + 0.00028455290246326903, + 0.0002836615591584368, + 0.0002813134478962261, + 0.0002793938284310026, + 0.00027900742614255555, + 0.0002785099368198353, + 0.00027545076722274454, + 0.0002744367207569324, + 0.0002693399548186228, + 0.00026578435861702727, + 0.0002620508181699458, + 0.0002620191772308803, + 0.0002608010261912475, + 0.0002607352616087497, + 0.0002606918544493475, + 0.00026009002357690376, + 0.0002587272363176596, + 0.0002580326578443975, + 0.0002572949992856469, + 0.0002572352052944495, + 0.0002556149775433015, + 0.0002552597201684085, + 0.00024999912734776183, + 0.000247085189633173, + 0.000245617700762762, + 0.00024391603484426005, + 0.00024296410557649142, + 0.00024208422223546343, + 0.00024184270624192443, + 0.00024082867051036187, + 0.00023935594450367844, + 0.0002392061917441678, + 0.00023689813447843314, + 0.0002363405957431494, + 0.0002336686918558842, + 0.00023358913717241297, + 0.0002320491290955023, + 0.00023006934545694382, + 0.0002299039371101282, + 0.00022707402334626935, + 0.00022637350088369887, + 0.0002257994376139975, + 0.00022349680381786614, + 0.000223311663342421, + 0.00022244870492597735, + 0.0002222497515179425, + 0.00022102283119591917, + 0.00021906642142528794, + 0.0002189793399856256, + 0.00021894951599270946, + 0.00021823388758362785, + 0.000214840384916016, + 0.00021249096897128802, + 0.00021187688865291433, + 0.00021133905568000632, + 0.00021105536808199533, + 0.00020814703260862982, + 0.00020554783156046362, + 0.0002023026593226688, + 0.00020091375096801975, + 0.00020080718722478017, + 0.0002003365526665921, + 0.00019865596599163074, + 0.0001985579134292143, + 0.00019632856496856939, + 0.00019561769820283732, + 0.00019427141868539471, + 0.00019412481810147404, + 0.00019104733124618867, + 0.00019103994803134562, + 0.00018981027483611307, + 0.00018907446717629972, + 0.0001885713473467886, + 0.00018847019481129602, + 0.00018568922145580484, + 0.00018425998006483377, + 0.00018225895044048822, + 0.00018143383855118167, + 0.00018005580968862318, + 0.00017736704247728997, + 0.00017375392100125894, + 0.00017360028977471048, + 0.00017355551348330854, + 0.00017343239267637452, + 0.00017094621310478097, + 0.00016899933439145254, + 0.0001686413590901884, + 0.00016638740294238163, + 0.00016514037526024885, + 0.00016422415518944377, + 0.00016330009652043255, + 0.00016302409032957892, + 0.0001630163622112273, + 0.00015991153747729622, + 0.00015869272195831143, + 0.0001583069186909238, + 0.0001568681659289913, + 0.00015630575976063616, + 0.00015489322968177354, + 0.00015334653627686296, + 0.00015315113351434186, + 0.0001524244869288988, + 0.00015227172208945834, + 0.00015118079819001896, + 0.00015040540337836616, + 0.00014948387096852842, + 0.0001473559537737031, + 0.0001470547325668035, + 0.00014551815742074677, + 0.00014409851549734606, + 0.0001426467994403909, + 0.00014220864179284167, + 0.00013963234116196255, + 0.000138663889723481, + 0.00013841154020020915, + 0.00013806385267168937, + 0.00013799156925412253, + 0.00013529407556512056, + 0.00013461983435146316, + 0.00013429142093502276, + 0.00013193620291152998, + 0.00013016133666344135, + 0.00012921984605877105, + 0.00012892236476726642, + 0.000128812739621366, + 0.00012871615337289687, + 0.00012644192888982563, + 0.00012381240938417733, + 0.00012076696700559354, + 0.00012003897520359353, + 0.00011862349759163706, + 0.00011632108188001117, + 0.00011511622828545148, + 0.00011306917517902462, + 0.0001129823344319873, + 0.00011257414398246603, + 0.00011059132297955105, + 0.00010949488046730034, + 0.00010810212097942886, + 0.00010727719392365302, + 0.00010685570017894026, + 0.00010655250381680696, + 0.0001048141820332605, + 0.00010466329913846622, + 0.00010462338550951914, + 0.00010358234887942853, + 0.00010210955344718239, + 0.00010073224988305309, + 0.0001003928642782355, + 9.932740075289214e-05, + 9.886692949701993e-05, + 9.848509198108275e-05, + 9.816188419313787e-05, + 9.815201013330392e-05, + 9.788665817391393e-05, + 9.775511287663003e-05, + 9.64591746459572e-05, + 9.515258603842125e-05, + 9.513299677614379e-05, + 9.368862002402705e-05, + 9.210286885247885e-05, + 9.128923696848726e-05, + 8.870447115318936e-05, + 8.859237920749606e-05, + 8.727287015821584e-05, + 8.607518815357374e-05, + 8.557333542230601e-05, + 8.550145335061292e-05, + 8.516941210283154e-05, + 8.21880311748771e-05, + 8.189031447351928e-05, + 8.137781474237162e-05, + 7.96210289535015e-05, + 7.782911941277264e-05, + 7.76839555763304e-05, + 7.688205128835663e-05, + 7.603053323807663e-05, + 7.586174222048875e-05, + 7.487500875709411e-05, + 7.471008687893695e-05, + 7.439195587415148e-05, + 7.38118480520884e-05, + 7.324677984591448e-05, + 7.279619470774438e-05, + 6.804660526996623e-05, + 6.783709974186742e-05, + 6.78199234137905e-05, + 6.646630621913796e-05, + 6.473419405329186e-05, + 6.407482441887862e-05, + 6.179207008615135e-05, + 6.171858573245734e-05, + 6.137268306524958e-05, + 6.098863985466597e-05, + 6.070799949223239e-05, + 6.0057280951103756e-05, + 5.942430959540163e-05, + 5.939578343078309e-05, + 5.865421594104132e-05, + 5.858855352769863e-05, + 5.821646084592838e-05, + 5.6197902866434716e-05, + 5.5460555903048936e-05, + 5.473337313205434e-05, + 5.1914562632934096e-05, + 5.1461894149453136e-05, + 5.103934231391954e-05, + 4.959370049491997e-05, + 4.877767537414172e-05, + 4.785501294364479e-05, + 4.7853853149977636e-05, + 4.7761686472351564e-05, + 4.6776097393933644e-05, + 4.669111481795171e-05, + 4.584944297413096e-05, + 4.500699461742419e-05, + 4.4905504083044896e-05, + 4.4824675536050394e-05, + 4.460238854366244e-05, + 4.35998401800069e-05, + 4.2826397740051316e-05, + 4.231350820308235e-05, + 4.2003641737252034e-05, + 4.1589170507138944e-05, + 4.138294914238813e-05, + 4.10075625821367e-05, + 4.0917830756597434e-05, + 4.054397359914201e-05, + 4.0344755520676456e-05, + 4.033836855296453e-05, + 4.006305138173668e-05, + 3.9501149086392544e-05, + 3.9436892831965275e-05, + 3.9409598290872216e-05, + 3.701570199417897e-05, + 3.5760728338727975e-05, + 3.490727551952612e-05, + 3.463898461206808e-05, + 3.3769740380166444e-05, + 3.245691095379376e-05, + 3.221628377599335e-05, + 3.18816213106899e-05, + 2.9898631509413865e-05, + 2.7704165364461488e-05, + 2.6410803939226103e-05, + 2.636151091467305e-05, + 2.6258026712730537e-05, + 2.6156896915399547e-05, + 2.6094031339249976e-05, + 2.6092542125590886e-05, + 2.5454773817782543e-05, + 2.5384296630357233e-05, + 2.3810208712086124e-05, + 2.346975598815555e-05, + 2.3452567929421897e-05, + 2.333792028438699e-05, + 2.3336017119046142e-05, + 2.2733397088670716e-05, + 2.246468340877712e-05, + 2.1783614743815e-05, + 2.1573776892423076e-05, + 2.04555827500766e-05, + 2.034294731199827e-05, + 2.0330629031417225e-05, + 1.852697105482118e-05, + 1.8256730396693647e-05, + 1.823319942208758e-05, + 1.7657248092329616e-05, + 1.7487600616513505e-05, + 1.725837935336065e-05, + 1.6958045036144904e-05, + 1.675659299809107e-05, + 1.6305733534213125e-05, + 1.629522139920444e-05, + 1.6098892659469147e-05, + 1.516091663519238e-05, + 1.4903036656057173e-05, + 1.3765607432349052e-05, + 1.3081369231060607e-05, + 1.2437690031165614e-05, + 1.2319404001231154e-05, + 1.1363465618703635e-05, + 1.1029138908854683e-05, + 1.0662690482214883e-05, + 1.0591179973093602e-05, + 1.0499941448071715e-05, + 1.02644614579201e-05, + 9.668992063613443e-06, + 9.224814355648028e-06, + 8.593185552209511e-06, + 8.55677147805832e-06, + 7.966676825379403e-06, + 7.90454819223827e-06, + 7.89072642580387e-06, + 7.860433518139926e-06, + 6.983072145212454e-06, + 6.731344071448775e-06, + 6.674507595092253e-06, + 6.463429157023428e-06, + 6.3573179267655595e-06, + 5.9390096197078244e-06, + 5.851486979257326e-06, + 5.3799114434311585e-06, + 5.121437673607904e-06, + 4.784889140826312e-06, + 4.778069607097301e-06, + 4.650317565246279e-06, + 4.365311543284115e-06, + 4.330598457896226e-06, + 3.871996405985885e-06, + 3.792538382990164e-06, + 3.769340097926992e-06, + 3.727168376150268e-06, + 3.4259027256964162e-06, + 3.060458954548572e-06, + 3.000961601291217e-06, + 2.591752736455476e-06, + 1.9920458022404363e-06, + 1.947294310964316e-06, + 1.9080507826726682e-06, + 1.897272192686209e-06, + 1.8758759712493386e-06, + 1.8094348825329174e-06, + 1.6669463845981342e-06, + 1.6649882477936516e-06, + 1.6616546399212864e-06, + 1.3912606077412375e-06, + 1.1021488978934176e-06, + 1.024718394232608e-06, + 1.0111898577822283e-06, + 7.674073482975388e-07, + 7.128491027674365e-07, + 5.865472011362455e-07, + 3.3491964622477313e-07, + 3.334950023133372e-07, + 1.942217894110829e-07, + 1.1110327218976994e-07, + 7.69139994162499e-08, + 1.642252913054507e-08, + 1.049591174013361e-08 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 82.8, + "precision": 21.9047619047619, + "recall": 19.714285714285715, + "f1": 20.085470085470085 + }, + "selection": { + "precision": 0.5431441065207421, + "recall": 7.792207792207792, + "f1": 1.0154838902415815, + "jaccard": 0.5108942644359777 + } + } +} \ No newline at end of file diff --git a/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Arrhythmia.json b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Arrhythmia.json new file mode 100644 index 0000000000000000000000000000000000000000..1dd2f9ea5913a9a9dc80d1f28ee204e398501caa --- /dev/null +++ b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Arrhythmia.json @@ -0,0 +1,3849 @@ +{ + "significant_genes": { + "Variable": [ + "AATF", + "AADAC", + "A2M", + "ALPK2", + "ACTMAP", + "ABCF2", + "AAMDC", + "ABCC6", + "ACSM5", + "ACSM4", + "ACADVL", + "ANKRD40", + "ADAMTS12", + "ACOT4", + "ABHD2", + "ACRV1", + "ACOT2", + "ABCB10", + "AASDHPPT", + "ACTN3", + "AGR2", + "ADGRG4", + "ABI3BP", + "ABCC10", + "ABCB8", + "ABCE1", + "ALDH4A1", + "ART3", + "ACAT2", + "ACSM2A", + "AACS", + "ADGRE4P", + "ALDH1L1", + "ABCA8", + "ABLIM3", + "ABHD17B", + "ABCC8", + "ABCC13", + "AADACL3", + "AHCYL2", + "ADAMTSL5", + "AFG1L", + "AEN", + "AGRP", + "AK2", + "ADAMTSL2", + "ALDOB", + "ALKBH4", + "ADRA1A", + "ACSM3", + "AFF2", + "ARL3", + "ARHGAP24", + "AARSD1", + "ADAM21P1", + "ABCA6", + "ABCB5", + "ACBD6", + "ACTR5", + "ABHD13", + "ABCA11P", + "ADCY9", + "ABHD1", + "ABCA12", + "ACTR2", + "ADAD1", + "ABLIM2", + "AKAP7", + "ACO2", + "ACTR10", + "ADCYAP1", + "AOX1", + "AGER", + "ABCC9", + "BPIFA4P", + "ADGRD2", + "ARHGAP22", + "AIRIM", + "ADAP2", + "ADH5", + "ANKZF1", + "ACMSD", + "APBA3", + "ACKR1", + "ANKK1", + "ARHGAP23", + "ABHD5", + "ALAD", + "ABCC4", + "APLP1", + "ADAD2", + "ADCY1", + "BBS5", + "ANGEL2", + "ASIP", + "ALOX12P2", + "ADGRG2", + "ABCA10", + "A3GALT2", + "ALG1L1P", + "ABI1", + "ACOT1", + "ALG9", + "ALDH1L2", + "ABHD12", + "AKAP8", + "ADGRG6", + "ABRAXAS1", + "AP4M1", + "ACSL5", + "APCS", + "ADORA3", + "AKAP1", + "A1BG", + "AGAP7P", + "AP2S1", + "ABAT", + "ABHD17A", + "ACKR3", + "ACACB", + "ACTRT1", + "AARS1", + "ACER1", + "ABCB4", + "AADAT", + "ADAM21", + "BHLHE22", + "ANO3", + "ALDH7A1", + "C1orf167", + "AKR1C8", + "BMP5", + "ASXL1", + "ADAM5", + "ABRA", + "HMGB4", + "ARSL", + "ALX1", + "AEBP1", + "ALDH18A1", + "APOBEC3H", + "C3orf20", + "ADCK5", + "ANK3", + "ABCB11", + "ATXN1L", + "AK3", + "ATG10", + "C2", + "APLN", + "ADK", + "ADIPOR1", + "ANKAR", + "ANGPT2", + "ADAM32", + "APCDD1", + "ALDH16A1", + "ARFRP1", + "ARHGEF19", + "ACTL6B", + "ABCD1", + "ANO7", + "ADA", + "ADGRV1", + "ABCF3", + "CHRM1", + "AKR1B15", + "ACTL10", + "ADAMTSL4", + "ANKFN1", + "ADO", + "ARID1A", + "ABHD11", + "ADGRF2P", + "CETN3", + "ACAP3", + "CTXN2", + "AP4B1", + "AFDN-DT", + "APEX2", + "ARHGEF15", + "BANP", + "CACNA2D1", + "AACSP1", + "ANKMY1", + "ALCAM", + "ANO1", + "ACVR1C", + "AGT", + "ACP2", + "AFAP1L1", + "ANKRD13C", + "ADAMTS8", + "ANKRD34A", + "ABRAXAS2", + "ADTRP", + "AAK1", + "ASPN", + "BAGE2", + "ADORA1", + "AP4E1", + "ANKLE2", + "ABR", + "COLEC10", + "C12orf43", + "AAAS", + "AMELX", + "AP5S1", + "ACTR6", + "ANKRA2", + "ASTE1", + "ARHGEF16", + "ACSM2B", + "ACTL7A", + "CLEC4GP1", + "ADAMTSL1", + "AHSP", + "ATF1", + "BDH2", + "CD109", + "CA14", + "APOLD1", + "CAPN11", + "AKAP14", + "ANAPC15", + "AMER3", + "ACP5", + "CNPY1", + "AIPL1", + "AKIRIN2", + "CRTC3", + "ALPL", + "AURKC", + "AP2A2", + "BMERB1", + "ARLN", + "ACVR2A", + "AICDA", + "DHX30", + "ALDH3A2", + "ADGRL3", + "ACSM1", + "AIG1", + "CCDC27", + "GARNL3", + "ASB16-AS1", + "ARID3C", + "C1orf216", + "ARHGEF28", + "ABCB9", + "ADAM8", + "AGAP4", + "AQP1", + "BCL2L12", + "ACTBL2", + "CAND2", + "AMPH", + "BDNF-AS", + "ANO2", + "BPESC1", + "ANKRD24", + "FUZ", + "AQP4", + "ADAM7", + "BRI3BP", + "ANKRD18B", + "ADAMTS10", + "ADAM22", + "CALR3", + "BAHCC1", + "ATP5MC3", + "ADARB1", + "AMPD3", + "ANOS1", + "AAR2", + "CDYL", + "ADAMTS16", + "BMAL2", + "AADACL4", + "ABCA3", + "ANAPC2", + "ATRX", + "ADGRB2", + "FAM225B", + "AMHR2", + "CDH7", + "AHSG", + "ANKRD54", + "ATP10D", + "AP1S1", + "SCTR", + "ANKRD20A8P", + "CGREF1", + "C16orf87", + "ANKIB1", + "ABCB1", + "ADGRA3", + "ARMH4", + "ACADL", + "CCAR2", + "ACR", + "ANKS4B", + "ACO1", + "ANAPC7", + "DAZL", + "CLLU1-AS1", + "APOBEC3D", + "ACOX3", + "ADGRF4", + "AZGP1", + "CLSTN2", + "BRS3", + "CBX8", + "ADAM17", + "ATRNL1", + "ADCY4", + "CHRM4", + "BCO2", + "AGAP11", + "ACTG1", + "DUX3", + "BCAT1", + "MGAT5", + "AKAP6", + "DAZ4", + "ARHGEF25", + "GLRA1", + "BRDT", + "LILRA3", + "C10orf55", + "CHST2", + "CHDH", + "ADIPOR2", + "ADGRA1", + "CDKL3", + "ACTN2", + "C7orf57", + "ABO", + "CACNA1A", + "DHDH", + "ANKRD18A", + "CASP9", + "ABCA9", + "A4GNT", + "AGAP6", + "FAM90A13", + "COL11A1", + "CHRDL2", + "CARD19", + "LOC654780", + "ATAT1", + "AVP", + "ATXN2L", + "COQ3", + "TRIM42", + "AMY2B", + "BRWD1-AS2", + "C3orf18", + "ASAH1", + "DRAXIN", + "ACYP1", + "CFAP20", + "ACOD1", + "ASB12", + "ACOXL", + "ACBD5", + "ADGRE3", + "ARHGAP32", + "AKR1A1", + "CCDC116", + "ACYP2", + "ABTB1", + "ABCD2", + "DAPL1", + "ADAM15", + "ANAPC4", + "DEFB103A", + "AMDHD2", + "AIF1", + "AKIRIN1", + "ATF6B", + "ATAD3B", + "C1QBP", + "APMAP", + "CLEC4M", + "ADAMTS7", + "CHD1L", + "AKNA", + "CENPL", + "BTNL2", + "AGPAT3", + "ANLN", + "ARMCX5", + "BIRC2", + "SNORD113-5", + "DLST", + "ANKRD20A2P", + "CSNK1E", + "C1orf53", + "DTX1", + "AMPD1", + "AGBL2", + "COL13A1", + "AATK", + "AGPAT4", + "CNTNAP1", + "ANKRD31", + "AKR1C4", + "ANK1", + "ADH4", + "ADAMTS4", + "BCL9L", + "ABCA1", + "ADORA2B", + "ABITRAM", + "AQP6", + "ALPK3", + "ANKRD27", + "CBLL1", + "ACLY", + "ARSB", + "ADAM18", + "ATP13A2", + "C16orf78", + "CFAP53", + "CHRNB2", + "ADAMTS1", + "CATSPERE", + "PAFAH1B3", + "HRG", + "BMP2KL", + "CLIP3", + "CLDN3", + "NLRP3", + "ANXA2P1", + "FBXL2", + "CRTAP", + "MIR302B", + "ADGRF1", + "LOC613038", + "APEH", + "ARHGAP5", + "ATP6V1G3", + "CARNS1", + "EXD1", + "APOL6", + "C5", + "ARHGAP10", + "ABI3", + "COL5A3", + "CDC14C", + "CCNK", + "ADIPOQ", + "ATP6V1F", + "AXIN2", + "CLCN1", + "ANXA9", + "MIR602", + "DUOXA1", + "ANKRD35", + "AGO2", + "ANP32E", + "PBX3", + "CLTCL1", + "CCDC146", + "RLBP1", + "FANCB", + "ASPHD1", + "AFM", + "ALYREF", + "ARRDC1-AS1", + "CCDC83", + "CNR2", + "TMEM52", + "BPY2", + "CCDC42", + "FST", + "ARL14", + "ARR3", + "ATP5PD", + "COL4A5", + "C8orf58", + "ABCC3", + "GINS2", + "CARMIL1", + "ADAM19", + "KCTD21", + "BAIAP2", + "IFITM5", + "CELF6", + "BOC", + "IL1RAPL2", + "AFDN", + "AAGAB", + "ALKBH7", + "BDKRB2", + "ANKUB1", + "CFAP141", + "AVPR1A", + "AGRN", + "CPT1A", + "C10orf53", + "BTBD16", + "ANKRD40CL", + "EPS15L1", + "EDIL3", + "ACKR4", + "ARMCX3", + "CNTN4", + "CLDN23", + "ACTA1", + "INSM2", + "CHPF2", + "CAPNS2", + "ADGRL1", + "ASCC2", + "AWAT2", + "AGO1", + "ANKRD20A11P", + "ASPSCR1", + "CLN8", + "CSMD2", + "RASD2", + "FABP2", + "COL15A1", + "B3GNT7", + "CDKN1B", + "AASS", + "BNC2", + "AP3D1", + "ADGRG7", + "CRTC1", + "FIGLA", + "AMMECR1", + "KCNH3", + "GDPD5", + "CCDC71", + "CPNE9", + "BBIP1", + "BARHL2", + "FGFR2", + "CLDN1", + "CACNA1H", + "HPN", + "CCHCR1", + "CPE", + "AXIN1", + "CHRM5", + "DNAH5", + "C12orf50", + "BRD1", + "CCDC144A", + "APOC3", + "ANXA8", + "BZW1", + "ABCF1", + "CEACAM18", + "ASIC1", + "ARL17A", + "BIRC8", + "BCHE", + "CCL15", + "LOC727980", + "CITED1", + "CERS4", + "C11orf87", + "C3AR1", + "C1orf105", + "ARHGEF7", + "ATP5MF", + "PKD1L1-AS1", + "DPEP1", + "CHSY1", + "ATP6V1G2", + "BEND4", + "ARHGAP31", + "ANKRD2", + "FTCD", + "GCK", + "BCAM", + "ALKBH5", + "BMPER", + "MOCOS", + "ALDH3A1", + "CABIN1", + "ACAT1", + "ARID5B", + "BST1", + "ATP6V1B1", + "DEFB107B", + "ATP12A", + "AMFR", + "PADI3", + "AGTR2", + "FAM90A16", + "KCNH5", + "HDGF", + "ASIC5", + "CHKB", + "DUX4L8", + "C2CD6", + "AMER1", + "C1S", + "TACC2", + "IQUB", + "AMELY", + "ALG6", + "ABTB2", + "ACSS3", + "FAM120C", + "AGPAT5", + "BLK", + "MRGPRX1", + "E2F1", + "DLX6-AS1", + "CAVIN4", + "CRLF1", + "GLI4", + "C11orf98", + "AP1M2", + "CCDC162P", + "AGPS", + "CPZ", + "ALDH2", + "LOC646804", + "CLCNKA", + "APOB", + "THOC6", + "KIAA1217", + "BMP3", + "IER5L", + "BCAS4", + "AGAP10P", + "CACNG6", + "AGBL1", + "BOD1", + "XKR7", + "CLCA4", + "ADRB3", + "CCNB2", + "CSF1", + "ENPP6", + "ARL13B", + "CD72", + "ACAP2", + "ANKRD20A1", + "H3C2", + "ARFIP2", + "AGBL3", + "CCDC191", + "ELOA3BP", + "ADRA2A", + "ADRM1", + "APRT", + "ALDH3B1", + "AKAP10", + "ADCY2", + "DYNC2H1", + "BRD3OS", + "FRK", + "SPIRE2", + "CCDC13", + "EGFL8", + "ADCYAP1R1", + "CSH1", + "KIAA1210", + "CPLX1", + "C20orf96", + "CTSL3P", + "ATP5MK", + "AKR1C6P", + "CCDC144CP", + "RAD54L", + "CGB1", + "CFAP298-TCP10L", + "FRAS1", + "CCR5", + "NQO2", + "ACTRT3", + "CDRT4", + "ASB18", + "AKR1C1", + "BPIFB4", + "ANKRD53", + "PRODH2", + "DRGX", + "CACNA1F", + "BCO1", + "C1QL4", + "CORO1B", + "CD300E", + "L1CAM", + "LACC1", + "CRYBB3", + "FFAR4", + "HSD11B1", + "ARMS2", + "ETV5", + "OR8H1", + "BUD31", + "ZNF607", + "CCDC152", + "B3GNT3", + "SNORD51", + "CEP72", + "CA6", + "BBLN", + "ANGPTL1", + "KLK2", + "BAK1", + "LOC647264", + "NUS1P3", + "ARHGAP8", + "CDK9", + "CELP", + "BLCAP", + "ADAMDEC1", + "AMBN", + "CDH18", + "CAD", + "FAM187B", + "ATP5PF", + "ISL2", + "AGAP9", + "NSMCE1", + "FAAP24", + "EFNB1", + "ALDH9A1", + "CA5A", + "CLEC11A", + "ANP32A", + "OR1A1", + "CATSPERD", + "ADNP2", + "APRG1", + "CLDN6", + "ADGRG1", + "CHRNB1", + "ATP2B4", + "CCK", + "ATOSB", + "RBFA", + "ANXA10", + "ADHFE1", + "MIR524", + "RER1", + "CFHR1", + "ALKAL1", + "ASNSD1", + "KCNJ5", + "ATN1", + "COX11", + "CLEC12B", + "GRAMD1B", + "AZU1", + "ARNT2", + "OMD", + "ALPK1", + "ADPRH", + "ABCG4", + "BAD", + "PBLD", + "DRD3", + "GPR152", + "ARHGAP12", + "LOC100131496", + "DSCAML1", + "CDCP1", + "LINC00696", + "ARG2", + "GEMIN4", + "CD19", + "HEBP1", + "CALML3", + "MIR141", + "KRTAP23-1", + "GPX3", + "GLDC", + "TOP1MT", + "AKT1S1", + "IFNA5", + "GPR83", + "ASB17", + "TMEM171", + "CBR1", + "PKD2L2", + "DSCR9", + "CCT4", + "DNAH17", + "LOC729218", + "ANKS1B", + "ACAD11", + "BAGE", + "HNF1B", + "MIR1915HG", + "ALKBH3", + "EPCIP", + "ADH5P4", + "C17orf50", + "CDK15", + "ANKRD16", + "ARRDC5", + "ATP6V1E2", + "ARPC5", + "CDC42EP2", + "CXADRP2", + "ABCG1", + "CNTF", + "ACTC1", + "ARL5C", + "NPDC1", + "CES5A", + "CMC2", + "AFF3", + "HCRTR2", + "ARMC7", + "CCDC7", + "ASCC1", + "CRCT1", + "AKR7A2", + "MYL9", + "CFAP96", + "SNORD91B", + "GRHL3", + "CCDC144NL", + "ARF5", + "ARIH2OS", + "BNIP1", + "C1orf146", + "DNAJC5B", + "ABCC2", + "COG7", + "CTIF", + "MIRLET7C", + "TBX6", + "CCIN", + "C8orf74", + "MTSS2", + "WNT1", + "MYL10", + "C2CD4D", + "CSAG1", + "ATP2A1", + "APEX1", + "MIR620", + "MUC15", + "ARSJ", + "NXF4", + "BRD3", + "CENPM", + "DRD1", + "ELFN1", + "AHCY", + "LOC100130872", + "BHLHE23", + "CSPG4", + "HLA-DOB", + "CLIP2", + "ATE1", + "ARSK", + "AGXT", + "ARHGAP9", + "ADAT2", + "ATP1B2", + "AUNIP", + "ANKRD28", + "ANKRD11", + "CCNB3", + "DNAH14", + "CAPN14", + "ATP6V0A1", + "LYSMD4", + "LIMA1", + "FGFR4", + "BTNL9", + "LDLRAD3", + "LRP3", + "MIR629", + "ADAMTS3", + "CDH22", + "C1QA", + "ADIG", + "ODAD3", + "FMN2", + "COL18A1-AS1", + "MIR494", + "CD38", + "BTNL3", + "CNTNAP2", + "MVK", + "ALG10", + "ZNF843", + "ARHGAP19", + "CDK5RAP1", + "FAM87A", + "BMP1", + "HLA-C", + "BCS1L", + "DDX43", + "CHI3L2", + "FAM170B", + "CDC42SE2", + "CLIC4", + "LCE4A", + "COMP", + "AFG2B", + "ADGRD1", + "ATP10A", + "FAM210A", + "ARMC8", + "ACADS", + "ANXA2", + "GMDS", + "CRY2", + "BAG3", + "OR8G2P", + "HENMT1", + "CD4", + "ADSS2", + "DNHD1", + "DERPC", + "AMN", + "HOXD10", + "COX5B", + "ADAM10", + "PNKD", + "BLOC1S2", + "DNAI3", + "HOXA11-AS", + "BPHL", + "INO80C", + "C19orf18", + "BICDL2", + "RCN3", + "CYP11B2", + "GDF9", + "ATP1B1", + "RCN1", + "CD101", + "CSNK1A1P1", + "CHAT", + "GAS1", + "MIR548Q", + "MPV17", + "DNAJC17", + "CDKN2B", + "DMWD", + "PPIL6", + "CASK", + "TMSB15A", + "ANXA4", + "FKSG49", + "ACTR3B", + "C1orf21", + "FAM219A", + "CADM2", + "DBX2", + "AGK", + "FOXF2", + "CHRDL1", + "CCNQP1", + "TRPM4", + "AMMECR1L", + "PHLDB1", + "ASIC2", + "ERCC6", + "SAMD13", + "ANGPTL4", + "GNRHR2", + "HDX", + "ERICH4", + "EIF4ENIF1", + "ADGRG3", + "PBK", + "DHRS3", + "CLK2", + "MAP1LC3C", + "APOE", + "ATG2B", + "BAZ1B", + "CRMP1", + "HAS1", + "AMH", + "ACSS1", + "GABRB1", + "AFAP1", + "EML5", + "IL22", + "ADRB1", + "ASB3", + "C12orf76", + "MAGEA2B", + "KCNA1", + "C1GALT1", + "LIMD2", + "AMOT", + "BCL7B", + "LOC151760", + "DMP1", + "PEX11G", + "MIR761", + "CYP2W1", + "CEP63", + "CDC40", + "NR0B2", + "C3orf33", + "FAM90A20", + "ARHGAP35", + "CDH16", + "EXOSC2", + "ADIRF", + "ADAMTS5", + "DEFA6", + "RBMY1A1", + "CDRT15P1", + "EME1", + "INO80", + "AASDH", + "NR2F2", + "CD177", + "LZTS1", + "ADSL", + "ARL8A", + "BORA", + "ADCY7", + "OBSL1", + "CD180", + "GALR1", + "AGMO", + "ACSL6", + "AKT2", + "ASIC4", + "NAV3", + "KCMF1", + "FBXW11", + "ATL3", + "MMP8", + "CYP4F11", + "BAZ2A", + "C2orf78", + "H2BC21", + "GCC2", + "CARMIL2", + "ABHD14B", + "GATA1", + "ADAMTS13", + "DANCR", + "CREBL2", + "CCKAR", + "LRRC32", + "CSNK1A1L", + "GIP", + "MIR455", + "COL26A1", + "CIBAR1", + "EPHA2", + "TBPL2", + "GGT7", + "MARK1", + "ATP1A1-AS1", + "GCOM1", + "ADAT1", + "ARMCX5-GPRASP2", + "ASXL2", + "CPXM2", + "UCK2", + "LAMB2", + "BHLHA15", + "NRXN2", + "LTC4S", + "COQ4", + "FILIP1", + "DMAC2L", + "FKBPL", + "KLK5", + "DEFB130A", + "KRT81", + "C11orf16", + "ASIC3", + "TSKS", + "CAPN3", + "CLHC1", + "ECE2", + "ACTR1A", + "SFMBT2", + "SPACDR", + "CYP4Z2P", + "ERICH5", + "AMZ1", + "MFSD5", + "MIR211", + "BPI", + "CDC7", + "BABAM1", + "BMX", + "CBLL2", + "IL6ST", + "SVOP", + "SNORA25", + "ABTB3", + "RBP1", + "DISC1", + "C15orf39", + "CCDC142", + "FABP5P7", + "ZNF580", + "CCL7", + "CXCR3", + "CCP110", + "GJA4", + "NMRAL1", + "LIN54", + "AGTPBP1", + "HCG27", + "CAMSAP2", + "CENPU", + "CLPSL2", + "CCDC148", + "FGF17", + "OVGP1", + "MGMT", + "CNGA4", + "PRSS37", + "NCK1", + "FAM221B", + "ARHGAP29", + "C3", + "ASTL", + "EHD3", + "CDK6", + "C1QTNF5", + "SUPT16H", + "CARD11", + "DPEP3", + "LAMB3", + "GAD2", + "CATSPERB", + "ARL1", + "ZNF585B", + "MIR609", + "CBLN1", + "BLVRB", + "DEFB131A", + "ATP10B", + "FZD10", + "ZNF454", + "ACSS2", + "SNPH", + "H2BW2", + "C2orf15", + "CELF3", + "BARX2", + "CALCRL", + "CUL3", + "FYB2", + "CLTC", + "CHRNB3", + "BEX4", + "CCNF", + "LOC653303", + "OR4S2", + "RIN1", + "CNTROB", + "ASZ1", + "PRSS53", + "DDX56", + "DCAF8L2", + "ARHGAP11A", + "LRRC36", + "PPARA", + "ACOT11", + "CHFR", + "C6orf118", + "PSG10P", + "ELMOD2", + "DPPA2", + "CYP39A1", + "ASTN2", + "BBS4", + "PRPF38B", + "CLEC1A", + "BCL10", + "DRC12", + "LTB4R", + "AKAP11", + "ARL17B", + "CAMTA2", + "RENBP", + "PGAM1", + "DPRXP4", + "CECR2", + "B3GALT5-AS1", + "MCU", + "ANKRD22", + "NMU", + "MFSD2B", + "ALOX5", + "B4GALNT3", + "ASAH2", + "C9orf163", + "MRO", + "MYO1G", + "DCUN1D2", + "BIRC6", + "LSS", + "ATP5F1D", + "CABLES2", + "MMP15", + "CC2D1B", + "ATP2B2", + "CTPS2", + "EXOC3L2", + "HDHD3", + "ZPR1", + "DNAI1", + "COMMD7", + "C1orf116", + "IL12B", + "PCDHGB8P", + "BOLA3", + "ANXA3", + "SNORD119", + "AQP11", + "MEDAG", + "BAG4", + "GRM4", + "MIRLET7A2", + "ARRB1", + "CDK8", + "NWD2", + "TMEM170B", + "MECR", + "CKM", + "RFC3", + "CMTM4", + "SPESP1", + "DHX32", + "C19orf67", + "PPM1H", + "COX14", + "ELAVL4", + "CALB1", + "HOXD9", + "CERS5", + "NEURL2", + "MLLT1", + "WDR48", + "ATP6V0B", + "OR6C76", + "CFAP61", + "RFPL3S", + "LAMTOR1", + "ADAM12", + "MRPL45", + "LOC728715", + "CIMAP1B", + "GLYAT", + "MS4A10", + "BCAR4", + "KDM5D", + "DNAAF6", + "APOL5", + "ATP2A3", + "CASC2", + "LOC727884", + "PAGE1", + "PNMA8A", + "DOK5", + "JSRP1", + "CHD5", + "CD300LD-AS1", + "LOC401957", + "ATG4A", + "CCBE1", + "CLDN22" + ], + "Coefficient": [ + 0.04252889750159329, + 0.035484595350054084, + 0.033310299942154425, + 0.032758639341507786, + 0.03161598954084918, + 0.028306648739328446, + -0.027407858358731503, + 0.02679987773817394, + -0.026729031338819435, + -0.025830840958798434, + -0.025527625686407294, + 0.024459656379007214, + 0.024164349532256213, + -0.024090131483176097, + -0.023987465453653094, + 0.023420397723613373, + -0.02323095178180987, + -0.023139482971725082, + -0.022872927293965818, + 0.0226854854622705, + 0.022188446518662298, + 0.02195855197634475, + 0.021948550430616283, + 0.021862689962422216, + -0.021770336373458224, + 0.02159878340179705, + 0.021556966297912254, + 0.021453109527353624, + -0.020578192746122888, + 0.02047357266207181, + -0.020196427442123795, + 0.020095504949994607, + -0.02007444802012223, + -0.018464195448465937, + -0.018338100312244896, + -0.018296939744950107, + -0.018229587614987146, + 0.018204868332571802, + 0.018024894042890087, + 0.018000707673924074, + -0.017779695861350454, + -0.017468780524591568, + -0.01714748408525137, + -0.016908564412720258, + -0.016503583031203802, + -0.016390835204013385, + 0.015835894162803565, + -0.0156542208525605, + -0.015366411557228484, + -0.015330088460748357, + 0.015321961094517646, + 0.015088761272518961, + 0.014967458131741548, + -0.014924225194488123, + -0.014900429206105927, + 0.014771949474862827, + 0.014446106522663489, + 0.014435316600596097, + -0.014022362446501258, + -0.013576983244405963, + 0.013502022320996964, + 0.013441823003816293, + 0.013352840315019836, + -0.013341888324841168, + 0.013278999320739228, + 0.013227435382794712, + -0.01319982917846347, + -0.013154858445912337, + 0.013047065154862208, + 0.01268303543011167, + -0.012588288912417181, + -0.012404783754370792, + -0.012332183744846252, + 0.012242405993197538, + 0.012215957006011434, + -0.012093873282429567, + 0.011998261112209968, + 0.011908875760047167, + -0.011906442971262534, + 0.011891410212456268, + 0.01178928785295834, + -0.011378299117268575, + 0.011344960323421449, + -0.011336738103232304, + -0.011332217109241108, + 0.011332139759295234, + 0.0112724546663032, + 0.01111862114760012, + 0.011040806718495966, + -0.010941433982471533, + -0.010797006350799646, + -0.010632960141645952, + 0.01053212838503218, + 0.010314508473833684, + -0.010263857660084105, + 0.0101702707267622, + 0.010096968619171306, + 0.010078652516725505, + 0.010058321753464161, + 0.010057130946801454, + 0.010026044084151928, + -0.010004052632586954, + -0.009855859899484886, + 0.00984146911258515, + -0.009800610029310089, + 0.009755231357760666, + -0.009736830077581832, + 0.009727135391630186, + -0.009507855421841753, + -0.009478015163938742, + 0.00945462079611394, + -0.009450458083706346, + -0.009427018499616599, + 0.00942270134279294, + -0.00934063241906444, + -0.009285881715136859, + 0.009248709022046279, + 0.009207315735386527, + 0.009190048023852227, + 0.009158445068663236, + 0.009134313551673443, + 0.00910740209209773, + -0.009089851845993696, + -0.008946395049322034, + -0.008929816803831533, + -0.008885974469702036, + -0.008881813798171106, + -0.008859429579830588, + 0.008794167721388958, + 0.008785254461539218, + -0.008783935831230482, + 0.008711910641554953, + 0.008650762642626516, + 0.00863741618828486, + 0.008603576283312016, + -0.008461163630704795, + -0.008404100615785465, + -0.008334003702130704, + 0.008305981186854425, + -0.008242127220157075, + -0.00817738101740401, + 0.008153745095748587, + 0.008116778441510535, + 0.008115831449500526, + -0.008096474882699134, + -0.008022656127788613, + 0.007931124646508542, + -0.00786030942667957, + -0.007834738258195133, + -0.007825900570868488, + -0.007816102939187261, + 0.007806524148247397, + -0.007749262012678273, + -0.007715217097421035, + -0.007707263676210554, + -0.007696398815572595, + -0.007669940669163524, + -0.007578486753069693, + 0.007548889631042935, + -0.007542163446723341, + 0.007538914213846711, + 0.007534103727071688, + 0.0073787706741167605, + 0.007357372986713708, + 0.007229399561519051, + 0.0072223403205808525, + 0.007220929144862632, + 0.007178310592742903, + -0.007173215269234548, + 0.007107371722613281, + 0.007102685241716429, + 0.007070287693283365, + 0.0070533244165024295, + -0.00700772814479523, + 0.006988597326278074, + 0.006944479008247576, + 0.0068026241687475205, + 0.006787662041976599, + 0.006768032991668762, + -0.006754480256359893, + -0.006660378808767195, + 0.006553944647785939, + 0.006518344273894583, + 0.0064705126975802075, + -0.00643481131387442, + 0.006420147485134348, + 0.006404879186103446, + 0.006382045602170565, + 0.006299615399272486, + 0.00627912851958206, + 0.006271907863957708, + 0.006263555805765339, + -0.0061974720733604, + -0.006195780597746595, + -0.006149707929906415, + -0.006130252029132894, + -0.006113595825629852, + -0.0060331354515661476, + 0.0060170552945827335, + 0.006014768727844106, + 0.005968392275697221, + 0.005815687634504607, + -0.005801913181028635, + 0.005782862096833886, + -0.005766546391169705, + -0.005753479759447137, + -0.005745651672475454, + 0.005719899835344381, + 0.005714745258374736, + 0.005709882405240158, + -0.005667528412221622, + -0.005588656026495484, + -0.005581417826704963, + -0.005560488892528601, + 0.005524218776195253, + -0.005495368612808593, + -0.005476838393748842, + 0.0054526471768475936, + 0.0053982020359455846, + -0.005368669248546187, + -0.00532122841988837, + 0.00526029191036961, + -0.005243645426330092, + -0.005224304464770908, + 0.005218792643305021, + 0.005197597561691244, + -0.005186440130509185, + 0.0051781082915184845, + 0.005143578071562417, + -0.005110377843959833, + -0.005096713586229026, + -0.005081938898777464, + -0.005048049175666935, + -0.0049803794527136696, + -0.004972076147539152, + -0.0049483366215348, + 0.004923343641601721, + 0.004886882182942146, + 0.0048456773107996174, + -0.004761702570012439, + -0.0047509705865825145, + -0.004719982070781372, + 0.0047115760097570175, + -0.004697833689149345, + -0.004694179217962232, + -0.004675192931434254, + -0.004663728112556897, + 0.004621648873547042, + 0.004610418208386265, + 0.004599129203233996, + -0.0045863268731138615, + 0.00455665790434503, + 0.004510013366284782, + -0.004498039000619961, + 0.004484712155385636, + -0.00443376882654659, + -0.004416562689920596, + -0.0044129496575778995, + -0.004402935660107337, + -0.004400624141164254, + -0.004398671585289591, + -0.00438597455371533, + 0.004384448526764959, + -0.004376117487259151, + -0.004361758530916147, + 0.004355763953039574, + 0.004342049123862451, + 0.004340827578728195, + 0.0043271088403299286, + -0.0042939740627633205, + -0.004281387642399988, + 0.004250467450568049, + 0.004232237496464409, + -0.004205780254108284, + 0.004196001506552846, + 0.00417707261014694, + -0.00417630534796773, + 0.004166302814935707, + 0.0041550862986853825, + 0.004150082805151346, + -0.004134850815356566, + -0.004115741410091396, + 0.004100460394361067, + -0.004087211462876762, + -0.004079368036973637, + 0.004024725378718055, + -0.004018352999851071, + 0.004009298057742771, + -0.00399173663525137, + -0.003986111008921349, + 0.003954062962154199, + -0.00392298804908121, + -0.003915392279198912, + -0.0039122950697806766, + -0.00391060053493591, + -0.0039031200693375547, + -0.003897457492395006, + -0.0038874772238306605, + -0.003886115918836596, + -0.003884577855830989, + 0.0038761826434429397, + -0.0038747267364722063, + 0.0038742660513888106, + -0.003872070447039051, + 0.003858733712525236, + 0.0038537703042756774, + -0.0038507101039328526, + -0.003809122079295619, + 0.0037876431493375096, + -0.003779577884693014, + 0.0037461775810404404, + 0.003737272779232486, + -0.0037261059317513596, + 0.0037188707337469933, + 0.0036980417872982006, + -0.0036951116401416173, + 0.0036834393600304167, + -0.0036609386373419595, + -0.0036500819587337078, + -0.003649518545749371, + -0.0036367573345526425, + -0.0036356376887624227, + -0.0036210323268455547, + -0.0036190181767667747, + 0.0035958336652662736, + 0.0035909984265331692, + 0.0035747595076640435, + -0.0035701638046357277, + -0.0035575663544756145, + -0.003543642460964587, + -0.003534509555003675, + -0.0035301830264478453, + 0.003525293492957106, + 0.0035186532336740285, + 0.0035076420926827803, + 0.0035027993766650364, + 0.0035025608901251386, + -0.0034853923504405055, + -0.003464062830626099, + -0.003464033202681289, + 0.0034604716386287407, + 0.003455367798609729, + 0.0034522417874491545, + -0.003452097057902134, + 0.00343962637860421, + -0.0034306117318465518, + -0.0034278251124590054, + 0.0034263051878205756, + 0.003418116789263541, + -0.003397204514628916, + -0.0033848286654570166, + 0.00338291845622277, + -0.0033680369940809734, + -0.0033594770239121084, + -0.0033540355984837266, + 0.0033531121622718545, + 0.00334823717380826, + 0.0033300620216827506, + 0.003320808715239845, + -0.003300575900821352, + 0.003300355757468203, + 0.003245991639092753, + -0.003242970464562991, + 0.0032210387970386498, + 0.0032186718665340227, + 0.0032100098532340574, + 0.003209427275922221, + -0.0031987294053722826, + -0.003194507208548994, + 0.0031837695711989518, + 0.0031724333530509076, + 0.0031621618379902507, + -0.003136292795053471, + 0.0031339459387236036, + -0.003132374082380422, + 0.0031297923929158493, + -0.003110619692183835, + 0.003108422828411655, + 0.0030817603359361537, + 0.003075076367546108, + 0.0030741192044534105, + -0.003063770918828627, + -0.003032212524983726, + -0.0030299906640693674, + -0.0030259557468808236, + -0.0030181711423308767, + 0.003010931660532118, + 0.0030020936177426816, + -0.0029912962544964947, + -0.0029704673346505816, + -0.0029670119023043114, + -0.0029397969424288088, + -0.0029341737911452222, + 0.0029310534259178785, + -0.0028850231416567423, + 0.002877247843791388, + 0.002859741275187423, + -0.0028500168185839544, + 0.0028484224776763383, + -0.0028178080460136384, + 0.002785569817953596, + 0.002768929026742271, + -0.0027672059299011487, + -0.002763487135846677, + 0.0027389998339281043, + -0.002731627068132717, + 0.0026827573459268224, + -0.0026725443412658105, + 0.0026527770051709225, + -0.002647008415955535, + 0.002635659775225066, + -0.002624265860811144, + -0.002617403583557007, + 0.002603971423840765, + 0.0025914865351001214, + 0.0025743102418312393, + 0.002555752392401344, + -0.0025341428177092845, + 0.0025251132405263487, + -0.0025190584399666515, + 0.002497272338431208, + -0.002495677497188695, + -0.0024910695477322175, + 0.0024862528848171046, + 0.0024851259273643528, + 0.0024786574928024867, + -0.0024753376988106545, + -0.0024718408287451054, + 0.002465532864263416, + 0.0024509145438047562, + -0.0024331655385507116, + 0.0024099144667284714, + -0.0024029251728439984, + -0.0023670372543856417, + -0.002355350733231742, + 0.0023529951117079043, + -0.002325465563482946, + 0.002313990695283451, + 0.0023112158320349884, + 0.0023057110527638707, + 0.0022886911811638936, + 0.002287012559897064, + 0.0022763554530394487, + -0.002255181511261423, + -0.0022428167994540584, + -0.0022323051118461955, + 0.0022158663997685676, + -0.0021835837038977055, + -0.002183013655094276, + -0.002174341081739049, + -0.0021668415072411676, + -0.0021640671261132223, + 0.0021584633703882064, + -0.002143206704631239, + -0.0021354738078183362, + 0.002126141103470461, + 0.0021216871520384423, + -0.002112467617583289, + 0.0021113229932333364, + -0.0021105868696893403, + 0.002091957678436014, + 0.002089004806406275, + -0.002086008061332039, + -0.0020857074675413967, + 0.002081117032482574, + 0.002074440306474551, + -0.002061763956794989, + 0.002056722343993066, + 0.002055803298493481, + 0.002054793763639489, + 0.002020888966409712, + 0.0020159150627899456, + 0.0019969371620013575, + 0.0019934858664751635, + 0.001986366045273062, + -0.0019722647946738034, + -0.0019538764396282242, + 0.0019500598850731455, + 0.0019326838849689594, + -0.001923455484834909, + 0.0019176415253181406, + 0.0018955730997715302, + 0.0018880336283057558, + 0.001886779234630558, + 0.0018844124627006753, + -0.0018835318366823824, + -0.001882742126584777, + -0.001881427353990732, + -0.0018795674113156783, + 0.0018792268164091919, + 0.0018689261852850977, + 0.001841068057529055, + 0.0018298716364381817, + -0.0018265029295543224, + -0.0018233986805940758, + -0.0018218297287237507, + 0.001816444926783986, + -0.00181081227313818, + -0.0018091650222251605, + -0.0018081317659598601, + 0.0017922871833998474, + 0.0017918409808599753, + 0.0017813937240025147, + -0.0017799304769795332, + -0.001774232030096104, + -0.001766567215871561, + -0.0017562944943843282, + 0.0017509721654153495, + 0.0017491644585058332, + -0.0017477751416143975, + 0.0017403119363598037, + 0.0017389125315297284, + 0.0017260684404759447, + 0.0017259924373611581, + 0.0017234725645037473, + -0.0017107159040928395, + -0.0017048191820980582, + 0.0017021488148237255, + 0.0016983670055870778, + 0.001694520072431393, + 0.0016830296350072089, + -0.001673460043136384, + 0.00166905948310763, + -0.0016655898528655309, + 0.0016460366780619204, + 0.0016334203255073882, + 0.0016292927618616697, + -0.00162686482293784, + 0.0016196759233003404, + 0.0016152906725106536, + 0.0016099809822022653, + 0.0015914159974591265, + 0.0015751460055649404, + -0.0015634170347876455, + 0.0015538516123200063, + -0.0015505521508397135, + 0.0015443497445008741, + -0.001537593656071743, + -0.0015303234406629576, + 0.001529908318057747, + -0.0015265600872446732, + -0.0015158385144953314, + 0.0015095016453994864, + 0.001508361506131165, + -0.0015048259073074282, + -0.0015046837076396168, + -0.0015024059152808455, + -0.001487515319634601, + -0.0014802085515617175, + 0.0014778525156163718, + 0.0014749297328036102, + 0.0014662507181172448, + -0.0014613127832636761, + -0.0014468547688447973, + -0.0014450965253205376, + -0.0014411179502727776, + -0.001431652580045443, + 0.0014302979112952715, + 0.0014292227261091669, + 0.0014233309338431764, + -0.0014189141045352425, + -0.0014159385365681322, + 0.0014137757194971447, + -0.001410753318685528, + 0.0013990483750971816, + 0.0013850578755877849, + 0.0013831109424788008, + 0.0013741113380356079, + 0.0013685950345273354, + 0.0013651977453595983, + -0.0013641552245085321, + -0.0013623876110629726, + -0.0013444411365933814, + -0.0013369144427132088, + -0.0013282176914157907, + -0.0013273420468186987, + -0.0013229869832649458, + 0.0013224985628377186, + -0.001309899513686708, + 0.0013049438714381751, + 0.001301256535394121, + 0.001294968610359698, + 0.001294744165995878, + 0.0012913403660755724, + 0.0012878265302128347, + -0.0012819919391172075, + -0.0012757117736399205, + -0.0012732943813576118, + -0.0012722404871203655, + -0.0012703464750709222, + -0.001253359202733143, + -0.001252920554896254, + 0.0012493789044669842, + 0.001246104964696812, + 0.0012301956162848334, + 0.0012279500123910624, + 0.0012236673643529715, + -0.0012185715489917146, + 0.0012173504075229558, + -0.0012142259497071315, + -0.0012121435792014355, + -0.0012090108302031416, + -0.0012047134714089473, + -0.0011980592343240565, + -0.001185100465878149, + 0.0011847266115551903, + 0.0011822910843573497, + 0.0011812376591812273, + 0.001180862983717384, + -0.0011806938828454567, + -0.0011765889825774993, + 0.0011748141898861746, + 0.0011736478541540614, + 0.0011699708712999137, + -0.001166088275240356, + 0.001163175311280872, + -0.0011616853966801956, + -0.0011540289190331205, + 0.0011481171845252422, + -0.0011446243680516416, + 0.00114192873547101, + -0.0011409156493148366, + -0.001138900140623025, + -0.0011335629140485331, + 0.0011311618823159333, + -0.0011260080378203293, + -0.0011085911641559114, + 0.0011081543524686522, + 0.0010997635697321095, + 0.001098754336751135, + 0.001097657299183686, + 0.0010955836154916724, + 0.001094230294813663, + 0.0010810578126540264, + 0.0010728483808988463, + -0.0010722494937044067, + 0.0010668176165200371, + -0.0010657672711498008, + -0.001064776814355554, + -0.0010597329602952661, + 0.001051773514573131, + 0.0010500818006989412, + -0.0010494190405545105, + 0.0010458973138762855, + -0.0010435750033981983, + 0.0010400831503325797, + 0.0010231484322223484, + 0.0010231376704269162, + 0.0010217604538532677, + -0.0010189681791354704, + 0.001016624024281919, + -0.001016447295158919, + 0.0010135414851070688, + 0.0010112210468299335, + 0.0010090054674823522, + 0.0010068459401184413, + 0.001003327598729652, + -0.0009985132145048945, + -0.000994854146121967, + 0.0009751724211995051, + 0.000963827328585147, + 0.0009637177099401747, + -0.0009628585755802799, + 0.0009467333677600947, + -0.0009463498164241883, + 0.0009404191091014292, + 0.000936671810323588, + -0.0009346848830749387, + 0.0009341686453533213, + 0.0009283398857169045, + -0.0009282156341590715, + 0.0009141450647787274, + 0.0009105951253965317, + -0.0009066891197985478, + -0.0009063655066915116, + -0.0008966244970190351, + -0.0008915398709804743, + -0.0008888801382399604, + -0.0008877960221266172, + 0.00088446477052288, + 0.0008840311535516897, + -0.0008826938861502062, + -0.0008792175837566915, + -0.00087646448827418, + -0.0008676285342170752, + -0.0008610715698859094, + 0.0008601299314554557, + -0.0008592209773758393, + 0.0008533796255604788, + 0.000850793929187521, + -0.0008376966913521398, + 0.000834283060507995, + -0.0008328437899433174, + -0.0008289465191716313, + -0.0008282943055511426, + -0.0008277018496949173, + -0.000827643538333913, + -0.0008264623099551268, + -0.0008251316312967256, + 0.0008242771516180615, + 0.0008230986744129275, + -0.0008209437059035995, + -0.0008208455844970109, + -0.0008094476207225065, + 0.0008086367541642522, + 0.0008030300226270224, + 0.000799615933973846, + 0.0007975906131057335, + -0.0007959003660287044, + -0.0007939484516753818, + 0.0007884133746419237, + 0.0007848366341326018, + 0.0007840954778956619, + 0.0007778793170052837, + 0.0007762307862428786, + 0.000769611954030396, + -0.0007658609813517677, + 0.0007647025803356906, + -0.0007617768229697186, + 0.0007564244390383192, + -0.0007506110050451071, + -0.0007462988558045758, + 0.0007454150411349744, + 0.000740981402942915, + 0.0007376114931563747, + 0.0007360330195559708, + 0.0007316290856659557, + 0.0007258201387078977, + 0.0007246423319495109, + 0.000721013810653169, + 0.0007197919628944692, + 0.0007158715090378614, + -0.0007152337462735927, + 0.000708157239018092, + 0.0007069622360662483, + -0.0007061742229933774, + -0.0006996787743466065, + -0.0006977830362133978, + 0.0006965523014344459, + 0.0006937680352564661, + 0.000693658665908443, + -0.0006889353441939223, + -0.0006839227719811677, + -0.0006771906868595452, + -0.0006766422358341278, + -0.0006764968562295334, + 0.0006750197908909021, + 0.0006742287657518992, + 0.0006584887700685722, + -0.0006436488725776663, + 0.0006378636556010687, + 0.0006361400371468966, + -0.0006355001200679276, + 0.0006324850286840093, + -0.0006311133904266564, + 0.000630547116540405, + 0.0006271994467380084, + 0.0006251658540369483, + -0.0006224437104489657, + -0.000621528759363135, + 0.0006211215125141928, + 0.0006181148726572498, + 0.0006171204136037146, + 0.0006137622664753756, + 0.0006124306055931284, + 0.0006086605460820014, + 0.0006084301088683852, + 0.0006054641760834756, + -0.0006025229060374234, + 0.0006006720531378018, + 0.0005977655393543141, + 0.0005963946794772089, + 0.00059497169883072, + 0.0005949579341957515, + -0.0005942003982177082, + 0.0005936633188421503, + -0.0005931332330052137, + -0.0005906137601317091, + -0.000588715268081399, + -0.0005863938369698695, + -0.0005858961544314818, + 0.0005858709947086667, + -0.0005824866125170538, + 0.0005821741321934058, + -0.0005816969902731752, + -0.0005814277604084931, + -0.0005797477640321666, + 0.0005784259191332834, + -0.0005777745688378542, + -0.0005773953551226381, + 0.0005766285192888175, + 0.0005741588335205154, + 0.000571760610272325, + 0.0005700829918904232, + -0.0005665142782961774, + -0.0005624465495643677, + -0.0005610874965756123, + 0.0005575201949004988, + 0.0005559761197922964, + 0.0005518830210230985, + 0.000550981982825261, + -0.0005448993222302883, + -0.0005427810362040858, + 0.0005360537225872962, + 0.0005359301530963972, + 0.0005356570117489605, + -0.0005349348184163044, + 0.000533238381758312, + -0.0005319101872260037, + -0.0005273854360205019, + -0.0005261168440075676, + 0.000518358734401196, + -0.000517634611392115, + 0.0005160097412513674, + -0.0005154486188777503, + 0.0005146269294410518, + 0.0005082715306220876, + -0.0005030282206834881, + 0.0005029853435564352, + 0.0004983573087095485, + 0.0004968133881881892, + -0.0004960022045021113, + -0.0004941494323547333, + 0.0004936566022515227, + 0.0004931412612420251, + 0.0004919897276249921, + 0.00049032742348404, + -0.00048399745314352575, + 0.0004837248029036552, + -0.00048174652541742996, + -0.00048126859696974303, + 0.0004790197061075868, + 0.0004788999999043742, + 0.000475967197182769, + 0.0004740670071889967, + 0.0004721443282171784, + 0.0004654980016160045, + 0.00046475798122621914, + -0.0004645805734739633, + -0.0004589422116672516, + 0.00045795558563524463, + 0.00045409339876050517, + 0.0004516038140695304, + -0.0004515411490018799, + 0.00045084346829734245, + 0.00045073233644505435, + 0.0004461577757231188, + -0.0004435966052426305, + 0.00044359527769965827, + -0.000443547730627846, + 0.0004417737767514664, + 0.00043871027697181986, + 0.00043783281182071935, + -0.0004356115916682301, + -0.0004355753969000819, + -0.0004353623642726966, + -0.0004330483857940792, + 0.0004323684442985742, + -0.0004281275344357625, + -0.0004256648629845814, + -0.0004214472785931073, + 0.000418458989593113, + 0.0004108702733203054, + -0.0004104648093678642, + -0.00040991838703567516, + -0.0004094140821965139, + 0.00040813173532867333, + -0.0004066984393413198, + -0.0004056182128826324, + -0.0004047098687538289, + 0.0004034710538084573, + 0.00040096189886003423, + 0.0003994634300110282, + -0.00039836147571349737, + 0.0003956072787291032, + 0.00039299538027940875, + -0.00039291657392502615, + -0.0003918319088041249, + -0.000389419294325766, + 0.0003867802845542848, + -0.00038660578940820204, + -0.0003858498622758651, + 0.0003838590895621672, + -0.00038077611377487617, + 0.0003793932760234784, + 0.0003793702313579859, + -0.00037731601107330334, + -0.0003772613027919718, + -0.0003757951409948431, + 0.0003715467917189122, + -0.0003676365803737672, + -0.00036624180255267585, + 0.00036558054355697873, + 0.00036537432854843316, + -0.00036409088645204276, + -0.0003624858961118716, + -0.0003584742582232789, + -0.00035423063276950815, + 0.00034840159794932403, + -0.0003453809499172656, + -0.00034371218072811225, + 0.000343179319346249, + 0.000342806791274452, + 0.000342420656898444, + -0.0003372291628581735, + -0.0003339127559126483, + -0.00033367004176851193, + -0.0003333025599703791, + 0.00033127258232083226, + -0.00032768422029430706, + 0.0003242016122412393, + -0.00031488705783730154, + -0.0003105606611229248, + 0.0003102753785925626, + -0.0003081791278735579, + 0.000307082086888766, + 0.0003060112050623838, + -0.00030517169026265793, + -0.0003049858014244004, + 0.00030001124479255096, + -0.0002999228266954591, + 0.00029886847269792126, + -0.00029794572174375366, + 0.00029753718703223156, + -0.00029301718521886294, + 0.00029131344467920087, + 0.0002904991925527695, + -0.0002896834072923875, + 0.0002883485277613412, + 0.00028583633750714515, + 0.00028497031124408335, + 0.00028420685733328803, + 0.00028078010339137674, + 0.00027943768674636887, + -0.00027861090225054906, + 0.0002784968515419951, + -0.00027802608955312795, + -0.00027769910893359035, + 0.000275677722218868, + -0.0002756774802012189, + -0.000274828636144671, + -0.00027430011036782724, + -0.00027426011663189204, + -0.0002741564854013511, + 0.0002715608528780961, + -0.00027130461389413143, + 0.0002703897200408453, + 0.0002700536171820228, + 0.00026991462856621525, + -0.00026851240077863483, + -0.0002664750987617793, + 0.00026622153252572477, + 0.00026597322544459157, + 0.0002639340724137681, + -0.0002623864594376338, + -0.00025855737517791643, + 0.0002584453217095964, + -0.00025836382985470606, + 0.00025701167995935664, + 0.0002565742806683043, + 0.00025451577286017134, + 0.00025009644335608974, + 0.0002455395972685093, + 0.00024306076809174008, + -0.00024304747243778006, + 0.0002399064164114243, + 0.0002394045747817555, + 0.000238996266169625, + 0.00023691184217144838, + -0.00023681746037009988, + -0.00023671608838392235, + -0.00023549644020288383, + -0.00023501677063651695, + -0.00023384161461264278, + -0.00023353538269870375, + 0.0002332980268923327, + 0.00022880557071406761, + -0.00022849838245794533, + -0.00022413620427469874, + -0.00022227177002599074, + 0.0002193403113976413, + 0.00021921000340642077, + 0.00021824814634391256, + 0.00021638896439420133, + 0.0002157612531326589, + 0.0002135330323995578, + 0.00020736019028090767, + -0.00020624034575912321, + -0.00020579819288462514, + -0.00020397151188332861, + 0.0002030592549887732, + -0.00020011245874720994, + -0.00019821109675590573, + -0.00019773257897408753, + 0.00019472131022599617, + 0.00019351281902551772, + -0.00019006895284924574, + 0.00018881542519137503, + 0.0001853437757194235, + 0.00018301308807632463, + 0.0001815862377937917, + 0.0001807498972387107, + 0.00017955651441298434, + 0.00017874937978939532, + 0.0001774590033738348, + 0.0001772356879528927, + 0.00017229544716104394, + -0.0001719973795068597, + -0.0001707474247607333, + -0.00016978986664998913, + -0.00016848762025118748, + -0.000168100211779094, + -0.0001676559850216583, + 0.00016752477555146997, + 0.00016686382945570765, + 0.00016518164839779452, + 0.00016381240867648263, + -0.00016340914126127201, + 0.00016236161509237338, + -0.00016015846080317064, + 0.0001585000073171747, + 0.00015825352113317922, + -0.00015229265574497023, + -0.0001512758796335444, + -0.00015011367823228468, + -0.00014705047663351466, + 0.00014623420592532835, + 0.00014499623909058234, + 0.00014230433613215886, + 0.00014156522142730248, + 0.0001402406766115849, + 0.00013990864399043515, + 0.00013918447243750875, + 0.00013877421683935174, + 0.00013773879158391987, + -0.0001345315789293303, + -0.00013250118400494833, + -0.0001321527213734749, + -0.00013182871685512136, + -0.00012727773592000126, + 0.00012661580586540458, + -0.00012634206943372417, + -0.00012502127540184904, + 0.0001247978590120146, + -0.00012460436105392466, + 0.00012399449179173244, + 0.00012256471796047826, + 0.0001221025416511288, + -0.00012178226241858245, + 0.00011858598657763268, + -0.0001183501919383128, + -0.00011674348647594903, + -0.00011629933044090102, + -0.00011482746399659506, + -0.00011400943079474735, + -0.00011371847824910178, + -0.00011092932299773406, + -0.00011048494776767052, + 0.00010992714723391097, + 0.00010968473721917289, + -0.00010963394527507387, + -0.00010657491065925308, + 0.0001053508214393644, + 0.00010533066147124952, + 0.0001047825684825537, + 0.00010465779670089891, + 0.00010431931410316773, + -0.0001026620946649955, + 9.985568659423136e-05, + 9.932801221912054e-05, + -9.791695162986953e-05, + 9.698446884504514e-05, + -9.537178776574087e-05, + 9.527147882666975e-05, + 9.431627939950863e-05, + -9.331025403879907e-05, + 9.195664710879627e-05, + 9.129136498774155e-05, + 9.035975933981006e-05, + 8.906553475058065e-05, + 8.852333766975046e-05, + 8.799277358958144e-05, + 8.629938017748159e-05, + 8.561941366224956e-05, + 8.446100731756976e-05, + -8.389785006106552e-05, + 8.328293637573997e-05, + -8.310496085277339e-05, + -8.17128752573701e-05, + 7.858965709615202e-05, + 7.776092878718489e-05, + -7.749520720026739e-05, + -7.69294108032467e-05, + -7.618995108862093e-05, + 7.365437132160822e-05, + -7.129856108080796e-05, + -7.105231634904449e-05, + -7.06759623318933e-05, + -7.033373737991393e-05, + 7.027413609817525e-05, + -6.941355537853447e-05, + -6.938389928869592e-05, + 6.846919581985893e-05, + 6.846708737327252e-05, + 6.65506244266585e-05, + 6.610474399483733e-05, + 6.591924474026574e-05, + 6.50729961857223e-05, + 6.50102488300221e-05, + -6.357760192321582e-05, + 6.30478172320218e-05, + 6.101771822564978e-05, + 6.0603685681996e-05, + 6.0578935571734865e-05, + 6.030441415026706e-05, + -5.967890452938441e-05, + -5.833889915274231e-05, + 5.662087371237746e-05, + -5.616360063411863e-05, + 5.611712591985867e-05, + -5.366097725746869e-05, + -5.335201768944382e-05, + -5.2362143777363236e-05, + -5.213787442819808e-05, + -5.1929546936558025e-05, + -5.191416751961643e-05, + 5.174229609468854e-05, + 5.163947581081836e-05, + 5.109711953638446e-05, + 5.031650998877331e-05, + 4.96854105074127e-05, + 4.679797255020317e-05, + -4.6299703864021496e-05, + 4.551349681532074e-05, + 4.477101950825509e-05, + 4.425723559157644e-05, + -4.325342203777083e-05, + 4.2801901455408786e-05, + -4.2722621366924875e-05, + 4.241470168345828e-05, + -4.2356189047602916e-05, + -4.144833026779812e-05, + 4.06748657236803e-05, + 3.997343944075374e-05, + -3.9726102654416094e-05, + 3.9484116902082534e-05, + 3.936289416404355e-05, + -3.895402086246605e-05, + -3.771383824681441e-05, + -3.75847562259597e-05, + -3.729689557685105e-05, + -3.698382119746472e-05, + 3.683180876562409e-05, + -3.570784776548978e-05, + -3.4913821513806684e-05, + -3.4338506564398984e-05, + 3.431898510928676e-05, + -3.385766713251117e-05, + 3.3675814680261015e-05, + 3.354365241428204e-05, + 3.228388729826747e-05, + 3.170473569041799e-05, + 3.1179807295400784e-05, + -3.088918402966235e-05, + 3.015537361247907e-05, + 2.9956549991620354e-05, + 2.9193883455193685e-05, + -2.843307928667262e-05, + 2.6805160781885772e-05, + 2.5938312380838276e-05, + 2.5894147597955017e-05, + 2.567181012261411e-05, + 2.46915304169487e-05, + 2.441895028307516e-05, + 2.4202571416947288e-05, + -2.389172442085949e-05, + -2.3265649158754012e-05, + 2.3250807936932962e-05, + 2.291356700860729e-05, + -2.2699445604310948e-05, + 2.2453268814974915e-05, + -2.1188909839235288e-05, + 2.0489537467788723e-05, + 1.718151053899348e-05, + 1.708082131938596e-05, + 1.693788129058086e-05, + 1.6763130268276155e-05, + -1.656326559225651e-05, + 1.644144975166244e-05, + 1.643168411489757e-05, + -1.62135404970772e-05, + -1.5736126619430273e-05, + 1.5456592704211448e-05, + -1.4315751762374302e-05, + 1.2592516413844869e-05, + 1.2538086121338091e-05, + 1.2307464319116858e-05, + 1.21485924724995e-05, + -1.212000741736696e-05, + -1.1926996039815783e-05, + 1.15642741523325e-05, + 1.1200085230981028e-05, + -1.0492190909458818e-05, + 1.0484559744037358e-05, + 1.02617261014699e-05, + -9.819159385697391e-06, + -9.499650758145848e-06, + 8.836020897673969e-06, + -8.037983061135943e-06, + 7.813698716785669e-06, + 7.79039916188419e-06, + -7.721404122838962e-06, + -7.717433212438369e-06, + -7.299998417376641e-06, + -6.713088485124039e-06, + -6.5819381911279805e-06, + -6.317651194482255e-06, + 5.855668182857223e-06, + 5.753525369214096e-06, + -5.636280966407997e-06, + -5.158699950852785e-06, + -5.137069253299731e-06, + -5.111825271148489e-06, + 4.843383290237122e-06, + 4.591025922353084e-06, + 4.501966241289196e-06, + -4.288266078098238e-06, + 4.109834368978981e-06, + 4.025657957401235e-06, + 3.9629155578522365e-06, + -3.91866498078409e-06, + 3.9138965720540735e-06, + 3.845502761697667e-06, + -3.5093177401258894e-06, + 3.3794876599204506e-06, + -2.855730560686593e-06, + -2.8025102852195634e-06, + -2.7161824770085447e-06, + -2.656134977394494e-06, + 2.6310490885501658e-06, + 2.370694085973559e-06, + 2.3022881283800693e-06, + 2.2960619620207953e-06, + 2.236438261304092e-06, + -2.2204374019132324e-06, + 2.2115837734396152e-06, + 2.1656567051693535e-06, + 2.128200577414028e-06, + 2.07997185202919e-06, + -2.023994109838432e-06, + -1.826530540701909e-06, + 1.7278108256864183e-06, + -1.6678955640960679e-06, + -1.6500111545319791e-06, + 1.4891208890054252e-06, + -1.4861153902928576e-06, + 1.2339734657447787e-06, + -1.144855506314024e-06, + 1.1231831387219714e-06, + -1.050382668365229e-06, + -9.487522780114565e-07, + -9.236283872300668e-07, + 8.466442187843976e-07, + -7.210391063600372e-07, + 4.6827798371140455e-07, + -3.466230058663562e-07, + 2.5337013991129053e-07, + -2.2011477315862114e-07, + -2.0394402178801292e-07, + 1.722007368804295e-07, + 1.5877587564351675e-07, + -1.2436913420088522e-07, + -8.522361918653658e-08, + -6.750821947650305e-08, + 4.1214836918513584e-08 + ], + "Absolute Coefficient": [ + 0.04252889750159329, + 0.035484595350054084, + 0.033310299942154425, + 0.032758639341507786, + 0.03161598954084918, + 0.028306648739328446, + 0.027407858358731503, + 0.02679987773817394, + 0.026729031338819435, + 0.025830840958798434, + 0.025527625686407294, + 0.024459656379007214, + 0.024164349532256213, + 0.024090131483176097, + 0.023987465453653094, + 0.023420397723613373, + 0.02323095178180987, + 0.023139482971725082, + 0.022872927293965818, + 0.0226854854622705, + 0.022188446518662298, + 0.02195855197634475, + 0.021948550430616283, + 0.021862689962422216, + 0.021770336373458224, + 0.02159878340179705, + 0.021556966297912254, + 0.021453109527353624, + 0.020578192746122888, + 0.02047357266207181, + 0.020196427442123795, + 0.020095504949994607, + 0.02007444802012223, + 0.018464195448465937, + 0.018338100312244896, + 0.018296939744950107, + 0.018229587614987146, + 0.018204868332571802, + 0.018024894042890087, + 0.018000707673924074, + 0.017779695861350454, + 0.017468780524591568, + 0.01714748408525137, + 0.016908564412720258, + 0.016503583031203802, + 0.016390835204013385, + 0.015835894162803565, + 0.0156542208525605, + 0.015366411557228484, + 0.015330088460748357, + 0.015321961094517646, + 0.015088761272518961, + 0.014967458131741548, + 0.014924225194488123, + 0.014900429206105927, + 0.014771949474862827, + 0.014446106522663489, + 0.014435316600596097, + 0.014022362446501258, + 0.013576983244405963, + 0.013502022320996964, + 0.013441823003816293, + 0.013352840315019836, + 0.013341888324841168, + 0.013278999320739228, + 0.013227435382794712, + 0.01319982917846347, + 0.013154858445912337, + 0.013047065154862208, + 0.01268303543011167, + 0.012588288912417181, + 0.012404783754370792, + 0.012332183744846252, + 0.012242405993197538, + 0.012215957006011434, + 0.012093873282429567, + 0.011998261112209968, + 0.011908875760047167, + 0.011906442971262534, + 0.011891410212456268, + 0.01178928785295834, + 0.011378299117268575, + 0.011344960323421449, + 0.011336738103232304, + 0.011332217109241108, + 0.011332139759295234, + 0.0112724546663032, + 0.01111862114760012, + 0.011040806718495966, + 0.010941433982471533, + 0.010797006350799646, + 0.010632960141645952, + 0.01053212838503218, + 0.010314508473833684, + 0.010263857660084105, + 0.0101702707267622, + 0.010096968619171306, + 0.010078652516725505, + 0.010058321753464161, + 0.010057130946801454, + 0.010026044084151928, + 0.010004052632586954, + 0.009855859899484886, + 0.00984146911258515, + 0.009800610029310089, + 0.009755231357760666, + 0.009736830077581832, + 0.009727135391630186, + 0.009507855421841753, + 0.009478015163938742, + 0.00945462079611394, + 0.009450458083706346, + 0.009427018499616599, + 0.00942270134279294, + 0.00934063241906444, + 0.009285881715136859, + 0.009248709022046279, + 0.009207315735386527, + 0.009190048023852227, + 0.009158445068663236, + 0.009134313551673443, + 0.00910740209209773, + 0.009089851845993696, + 0.008946395049322034, + 0.008929816803831533, + 0.008885974469702036, + 0.008881813798171106, + 0.008859429579830588, + 0.008794167721388958, + 0.008785254461539218, + 0.008783935831230482, + 0.008711910641554953, + 0.008650762642626516, + 0.00863741618828486, + 0.008603576283312016, + 0.008461163630704795, + 0.008404100615785465, + 0.008334003702130704, + 0.008305981186854425, + 0.008242127220157075, + 0.00817738101740401, + 0.008153745095748587, + 0.008116778441510535, + 0.008115831449500526, + 0.008096474882699134, + 0.008022656127788613, + 0.007931124646508542, + 0.00786030942667957, + 0.007834738258195133, + 0.007825900570868488, + 0.007816102939187261, + 0.007806524148247397, + 0.007749262012678273, + 0.007715217097421035, + 0.007707263676210554, + 0.007696398815572595, + 0.007669940669163524, + 0.007578486753069693, + 0.007548889631042935, + 0.007542163446723341, + 0.007538914213846711, + 0.007534103727071688, + 0.0073787706741167605, + 0.007357372986713708, + 0.007229399561519051, + 0.0072223403205808525, + 0.007220929144862632, + 0.007178310592742903, + 0.007173215269234548, + 0.007107371722613281, + 0.007102685241716429, + 0.007070287693283365, + 0.0070533244165024295, + 0.00700772814479523, + 0.006988597326278074, + 0.006944479008247576, + 0.0068026241687475205, + 0.006787662041976599, + 0.006768032991668762, + 0.006754480256359893, + 0.006660378808767195, + 0.006553944647785939, + 0.006518344273894583, + 0.0064705126975802075, + 0.00643481131387442, + 0.006420147485134348, + 0.006404879186103446, + 0.006382045602170565, + 0.006299615399272486, + 0.00627912851958206, + 0.006271907863957708, + 0.006263555805765339, + 0.0061974720733604, + 0.006195780597746595, + 0.006149707929906415, + 0.006130252029132894, + 0.006113595825629852, + 0.0060331354515661476, + 0.0060170552945827335, + 0.006014768727844106, + 0.005968392275697221, + 0.005815687634504607, + 0.005801913181028635, + 0.005782862096833886, + 0.005766546391169705, + 0.005753479759447137, + 0.005745651672475454, + 0.005719899835344381, + 0.005714745258374736, + 0.005709882405240158, + 0.005667528412221622, + 0.005588656026495484, + 0.005581417826704963, + 0.005560488892528601, + 0.005524218776195253, + 0.005495368612808593, + 0.005476838393748842, + 0.0054526471768475936, + 0.0053982020359455846, + 0.005368669248546187, + 0.00532122841988837, + 0.00526029191036961, + 0.005243645426330092, + 0.005224304464770908, + 0.005218792643305021, + 0.005197597561691244, + 0.005186440130509185, + 0.0051781082915184845, + 0.005143578071562417, + 0.005110377843959833, + 0.005096713586229026, + 0.005081938898777464, + 0.005048049175666935, + 0.0049803794527136696, + 0.004972076147539152, + 0.0049483366215348, + 0.004923343641601721, + 0.004886882182942146, + 0.0048456773107996174, + 0.004761702570012439, + 0.0047509705865825145, + 0.004719982070781372, + 0.0047115760097570175, + 0.004697833689149345, + 0.004694179217962232, + 0.004675192931434254, + 0.004663728112556897, + 0.004621648873547042, + 0.004610418208386265, + 0.004599129203233996, + 0.0045863268731138615, + 0.00455665790434503, + 0.004510013366284782, + 0.004498039000619961, + 0.004484712155385636, + 0.00443376882654659, + 0.004416562689920596, + 0.0044129496575778995, + 0.004402935660107337, + 0.004400624141164254, + 0.004398671585289591, + 0.00438597455371533, + 0.004384448526764959, + 0.004376117487259151, + 0.004361758530916147, + 0.004355763953039574, + 0.004342049123862451, + 0.004340827578728195, + 0.0043271088403299286, + 0.0042939740627633205, + 0.004281387642399988, + 0.004250467450568049, + 0.004232237496464409, + 0.004205780254108284, + 0.004196001506552846, + 0.00417707261014694, + 0.00417630534796773, + 0.004166302814935707, + 0.0041550862986853825, + 0.004150082805151346, + 0.004134850815356566, + 0.004115741410091396, + 0.004100460394361067, + 0.004087211462876762, + 0.004079368036973637, + 0.004024725378718055, + 0.004018352999851071, + 0.004009298057742771, + 0.00399173663525137, + 0.003986111008921349, + 0.003954062962154199, + 0.00392298804908121, + 0.003915392279198912, + 0.0039122950697806766, + 0.00391060053493591, + 0.0039031200693375547, + 0.003897457492395006, + 0.0038874772238306605, + 0.003886115918836596, + 0.003884577855830989, + 0.0038761826434429397, + 0.0038747267364722063, + 0.0038742660513888106, + 0.003872070447039051, + 0.003858733712525236, + 0.0038537703042756774, + 0.0038507101039328526, + 0.003809122079295619, + 0.0037876431493375096, + 0.003779577884693014, + 0.0037461775810404404, + 0.003737272779232486, + 0.0037261059317513596, + 0.0037188707337469933, + 0.0036980417872982006, + 0.0036951116401416173, + 0.0036834393600304167, + 0.0036609386373419595, + 0.0036500819587337078, + 0.003649518545749371, + 0.0036367573345526425, + 0.0036356376887624227, + 0.0036210323268455547, + 0.0036190181767667747, + 0.0035958336652662736, + 0.0035909984265331692, + 0.0035747595076640435, + 0.0035701638046357277, + 0.0035575663544756145, + 0.003543642460964587, + 0.003534509555003675, + 0.0035301830264478453, + 0.003525293492957106, + 0.0035186532336740285, + 0.0035076420926827803, + 0.0035027993766650364, + 0.0035025608901251386, + 0.0034853923504405055, + 0.003464062830626099, + 0.003464033202681289, + 0.0034604716386287407, + 0.003455367798609729, + 0.0034522417874491545, + 0.003452097057902134, + 0.00343962637860421, + 0.0034306117318465518, + 0.0034278251124590054, + 0.0034263051878205756, + 0.003418116789263541, + 0.003397204514628916, + 0.0033848286654570166, + 0.00338291845622277, + 0.0033680369940809734, + 0.0033594770239121084, + 0.0033540355984837266, + 0.0033531121622718545, + 0.00334823717380826, + 0.0033300620216827506, + 0.003320808715239845, + 0.003300575900821352, + 0.003300355757468203, + 0.003245991639092753, + 0.003242970464562991, + 0.0032210387970386498, + 0.0032186718665340227, + 0.0032100098532340574, + 0.003209427275922221, + 0.0031987294053722826, + 0.003194507208548994, + 0.0031837695711989518, + 0.0031724333530509076, + 0.0031621618379902507, + 0.003136292795053471, + 0.0031339459387236036, + 0.003132374082380422, + 0.0031297923929158493, + 0.003110619692183835, + 0.003108422828411655, + 0.0030817603359361537, + 0.003075076367546108, + 0.0030741192044534105, + 0.003063770918828627, + 0.003032212524983726, + 0.0030299906640693674, + 0.0030259557468808236, + 0.0030181711423308767, + 0.003010931660532118, + 0.0030020936177426816, + 0.0029912962544964947, + 0.0029704673346505816, + 0.0029670119023043114, + 0.0029397969424288088, + 0.0029341737911452222, + 0.0029310534259178785, + 0.0028850231416567423, + 0.002877247843791388, + 0.002859741275187423, + 0.0028500168185839544, + 0.0028484224776763383, + 0.0028178080460136384, + 0.002785569817953596, + 0.002768929026742271, + 0.0027672059299011487, + 0.002763487135846677, + 0.0027389998339281043, + 0.002731627068132717, + 0.0026827573459268224, + 0.0026725443412658105, + 0.0026527770051709225, + 0.002647008415955535, + 0.002635659775225066, + 0.002624265860811144, + 0.002617403583557007, + 0.002603971423840765, + 0.0025914865351001214, + 0.0025743102418312393, + 0.002555752392401344, + 0.0025341428177092845, + 0.0025251132405263487, + 0.0025190584399666515, + 0.002497272338431208, + 0.002495677497188695, + 0.0024910695477322175, + 0.0024862528848171046, + 0.0024851259273643528, + 0.0024786574928024867, + 0.0024753376988106545, + 0.0024718408287451054, + 0.002465532864263416, + 0.0024509145438047562, + 0.0024331655385507116, + 0.0024099144667284714, + 0.0024029251728439984, + 0.0023670372543856417, + 0.002355350733231742, + 0.0023529951117079043, + 0.002325465563482946, + 0.002313990695283451, + 0.0023112158320349884, + 0.0023057110527638707, + 0.0022886911811638936, + 0.002287012559897064, + 0.0022763554530394487, + 0.002255181511261423, + 0.0022428167994540584, + 0.0022323051118461955, + 0.0022158663997685676, + 0.0021835837038977055, + 0.002183013655094276, + 0.002174341081739049, + 0.0021668415072411676, + 0.0021640671261132223, + 0.0021584633703882064, + 0.002143206704631239, + 0.0021354738078183362, + 0.002126141103470461, + 0.0021216871520384423, + 0.002112467617583289, + 0.0021113229932333364, + 0.0021105868696893403, + 0.002091957678436014, + 0.002089004806406275, + 0.002086008061332039, + 0.0020857074675413967, + 0.002081117032482574, + 0.002074440306474551, + 0.002061763956794989, + 0.002056722343993066, + 0.002055803298493481, + 0.002054793763639489, + 0.002020888966409712, + 0.0020159150627899456, + 0.0019969371620013575, + 0.0019934858664751635, + 0.001986366045273062, + 0.0019722647946738034, + 0.0019538764396282242, + 0.0019500598850731455, + 0.0019326838849689594, + 0.001923455484834909, + 0.0019176415253181406, + 0.0018955730997715302, + 0.0018880336283057558, + 0.001886779234630558, + 0.0018844124627006753, + 0.0018835318366823824, + 0.001882742126584777, + 0.001881427353990732, + 0.0018795674113156783, + 0.0018792268164091919, + 0.0018689261852850977, + 0.001841068057529055, + 0.0018298716364381817, + 0.0018265029295543224, + 0.0018233986805940758, + 0.0018218297287237507, + 0.001816444926783986, + 0.00181081227313818, + 0.0018091650222251605, + 0.0018081317659598601, + 0.0017922871833998474, + 0.0017918409808599753, + 0.0017813937240025147, + 0.0017799304769795332, + 0.001774232030096104, + 0.001766567215871561, + 0.0017562944943843282, + 0.0017509721654153495, + 0.0017491644585058332, + 0.0017477751416143975, + 0.0017403119363598037, + 0.0017389125315297284, + 0.0017260684404759447, + 0.0017259924373611581, + 0.0017234725645037473, + 0.0017107159040928395, + 0.0017048191820980582, + 0.0017021488148237255, + 0.0016983670055870778, + 0.001694520072431393, + 0.0016830296350072089, + 0.001673460043136384, + 0.00166905948310763, + 0.0016655898528655309, + 0.0016460366780619204, + 0.0016334203255073882, + 0.0016292927618616697, + 0.00162686482293784, + 0.0016196759233003404, + 0.0016152906725106536, + 0.0016099809822022653, + 0.0015914159974591265, + 0.0015751460055649404, + 0.0015634170347876455, + 0.0015538516123200063, + 0.0015505521508397135, + 0.0015443497445008741, + 0.001537593656071743, + 0.0015303234406629576, + 0.001529908318057747, + 0.0015265600872446732, + 0.0015158385144953314, + 0.0015095016453994864, + 0.001508361506131165, + 0.0015048259073074282, + 0.0015046837076396168, + 0.0015024059152808455, + 0.001487515319634601, + 0.0014802085515617175, + 0.0014778525156163718, + 0.0014749297328036102, + 0.0014662507181172448, + 0.0014613127832636761, + 0.0014468547688447973, + 0.0014450965253205376, + 0.0014411179502727776, + 0.001431652580045443, + 0.0014302979112952715, + 0.0014292227261091669, + 0.0014233309338431764, + 0.0014189141045352425, + 0.0014159385365681322, + 0.0014137757194971447, + 0.001410753318685528, + 0.0013990483750971816, + 0.0013850578755877849, + 0.0013831109424788008, + 0.0013741113380356079, + 0.0013685950345273354, + 0.0013651977453595983, + 0.0013641552245085321, + 0.0013623876110629726, + 0.0013444411365933814, + 0.0013369144427132088, + 0.0013282176914157907, + 0.0013273420468186987, + 0.0013229869832649458, + 0.0013224985628377186, + 0.001309899513686708, + 0.0013049438714381751, + 0.001301256535394121, + 0.001294968610359698, + 0.001294744165995878, + 0.0012913403660755724, + 0.0012878265302128347, + 0.0012819919391172075, + 0.0012757117736399205, + 0.0012732943813576118, + 0.0012722404871203655, + 0.0012703464750709222, + 0.001253359202733143, + 0.001252920554896254, + 0.0012493789044669842, + 0.001246104964696812, + 0.0012301956162848334, + 0.0012279500123910624, + 0.0012236673643529715, + 0.0012185715489917146, + 0.0012173504075229558, + 0.0012142259497071315, + 0.0012121435792014355, + 0.0012090108302031416, + 0.0012047134714089473, + 0.0011980592343240565, + 0.001185100465878149, + 0.0011847266115551903, + 0.0011822910843573497, + 0.0011812376591812273, + 0.001180862983717384, + 0.0011806938828454567, + 0.0011765889825774993, + 0.0011748141898861746, + 0.0011736478541540614, + 0.0011699708712999137, + 0.001166088275240356, + 0.001163175311280872, + 0.0011616853966801956, + 0.0011540289190331205, + 0.0011481171845252422, + 0.0011446243680516416, + 0.00114192873547101, + 0.0011409156493148366, + 0.001138900140623025, + 0.0011335629140485331, + 0.0011311618823159333, + 0.0011260080378203293, + 0.0011085911641559114, + 0.0011081543524686522, + 0.0010997635697321095, + 0.001098754336751135, + 0.001097657299183686, + 0.0010955836154916724, + 0.001094230294813663, + 0.0010810578126540264, + 0.0010728483808988463, + 0.0010722494937044067, + 0.0010668176165200371, + 0.0010657672711498008, + 0.001064776814355554, + 0.0010597329602952661, + 0.001051773514573131, + 0.0010500818006989412, + 0.0010494190405545105, + 0.0010458973138762855, + 0.0010435750033981983, + 0.0010400831503325797, + 0.0010231484322223484, + 0.0010231376704269162, + 0.0010217604538532677, + 0.0010189681791354704, + 0.001016624024281919, + 0.001016447295158919, + 0.0010135414851070688, + 0.0010112210468299335, + 0.0010090054674823522, + 0.0010068459401184413, + 0.001003327598729652, + 0.0009985132145048945, + 0.000994854146121967, + 0.0009751724211995051, + 0.000963827328585147, + 0.0009637177099401747, + 0.0009628585755802799, + 0.0009467333677600947, + 0.0009463498164241883, + 0.0009404191091014292, + 0.000936671810323588, + 0.0009346848830749387, + 0.0009341686453533213, + 0.0009283398857169045, + 0.0009282156341590715, + 0.0009141450647787274, + 0.0009105951253965317, + 0.0009066891197985478, + 0.0009063655066915116, + 0.0008966244970190351, + 0.0008915398709804743, + 0.0008888801382399604, + 0.0008877960221266172, + 0.00088446477052288, + 0.0008840311535516897, + 0.0008826938861502062, + 0.0008792175837566915, + 0.00087646448827418, + 0.0008676285342170752, + 0.0008610715698859094, + 0.0008601299314554557, + 0.0008592209773758393, + 0.0008533796255604788, + 0.000850793929187521, + 0.0008376966913521398, + 0.000834283060507995, + 0.0008328437899433174, + 0.0008289465191716313, + 0.0008282943055511426, + 0.0008277018496949173, + 0.000827643538333913, + 0.0008264623099551268, + 0.0008251316312967256, + 0.0008242771516180615, + 0.0008230986744129275, + 0.0008209437059035995, + 0.0008208455844970109, + 0.0008094476207225065, + 0.0008086367541642522, + 0.0008030300226270224, + 0.000799615933973846, + 0.0007975906131057335, + 0.0007959003660287044, + 0.0007939484516753818, + 0.0007884133746419237, + 0.0007848366341326018, + 0.0007840954778956619, + 0.0007778793170052837, + 0.0007762307862428786, + 0.000769611954030396, + 0.0007658609813517677, + 0.0007647025803356906, + 0.0007617768229697186, + 0.0007564244390383192, + 0.0007506110050451071, + 0.0007462988558045758, + 0.0007454150411349744, + 0.000740981402942915, + 0.0007376114931563747, + 0.0007360330195559708, + 0.0007316290856659557, + 0.0007258201387078977, + 0.0007246423319495109, + 0.000721013810653169, + 0.0007197919628944692, + 0.0007158715090378614, + 0.0007152337462735927, + 0.000708157239018092, + 0.0007069622360662483, + 0.0007061742229933774, + 0.0006996787743466065, + 0.0006977830362133978, + 0.0006965523014344459, + 0.0006937680352564661, + 0.000693658665908443, + 0.0006889353441939223, + 0.0006839227719811677, + 0.0006771906868595452, + 0.0006766422358341278, + 0.0006764968562295334, + 0.0006750197908909021, + 0.0006742287657518992, + 0.0006584887700685722, + 0.0006436488725776663, + 0.0006378636556010687, + 0.0006361400371468966, + 0.0006355001200679276, + 0.0006324850286840093, + 0.0006311133904266564, + 0.000630547116540405, + 0.0006271994467380084, + 0.0006251658540369483, + 0.0006224437104489657, + 0.000621528759363135, + 0.0006211215125141928, + 0.0006181148726572498, + 0.0006171204136037146, + 0.0006137622664753756, + 0.0006124306055931284, + 0.0006086605460820014, + 0.0006084301088683852, + 0.0006054641760834756, + 0.0006025229060374234, + 0.0006006720531378018, + 0.0005977655393543141, + 0.0005963946794772089, + 0.00059497169883072, + 0.0005949579341957515, + 0.0005942003982177082, + 0.0005936633188421503, + 0.0005931332330052137, + 0.0005906137601317091, + 0.000588715268081399, + 0.0005863938369698695, + 0.0005858961544314818, + 0.0005858709947086667, + 0.0005824866125170538, + 0.0005821741321934058, + 0.0005816969902731752, + 0.0005814277604084931, + 0.0005797477640321666, + 0.0005784259191332834, + 0.0005777745688378542, + 0.0005773953551226381, + 0.0005766285192888175, + 0.0005741588335205154, + 0.000571760610272325, + 0.0005700829918904232, + 0.0005665142782961774, + 0.0005624465495643677, + 0.0005610874965756123, + 0.0005575201949004988, + 0.0005559761197922964, + 0.0005518830210230985, + 0.000550981982825261, + 0.0005448993222302883, + 0.0005427810362040858, + 0.0005360537225872962, + 0.0005359301530963972, + 0.0005356570117489605, + 0.0005349348184163044, + 0.000533238381758312, + 0.0005319101872260037, + 0.0005273854360205019, + 0.0005261168440075676, + 0.000518358734401196, + 0.000517634611392115, + 0.0005160097412513674, + 0.0005154486188777503, + 0.0005146269294410518, + 0.0005082715306220876, + 0.0005030282206834881, + 0.0005029853435564352, + 0.0004983573087095485, + 0.0004968133881881892, + 0.0004960022045021113, + 0.0004941494323547333, + 0.0004936566022515227, + 0.0004931412612420251, + 0.0004919897276249921, + 0.00049032742348404, + 0.00048399745314352575, + 0.0004837248029036552, + 0.00048174652541742996, + 0.00048126859696974303, + 0.0004790197061075868, + 0.0004788999999043742, + 0.000475967197182769, + 0.0004740670071889967, + 0.0004721443282171784, + 0.0004654980016160045, + 0.00046475798122621914, + 0.0004645805734739633, + 0.0004589422116672516, + 0.00045795558563524463, + 0.00045409339876050517, + 0.0004516038140695304, + 0.0004515411490018799, + 0.00045084346829734245, + 0.00045073233644505435, + 0.0004461577757231188, + 0.0004435966052426305, + 0.00044359527769965827, + 0.000443547730627846, + 0.0004417737767514664, + 0.00043871027697181986, + 0.00043783281182071935, + 0.0004356115916682301, + 0.0004355753969000819, + 0.0004353623642726966, + 0.0004330483857940792, + 0.0004323684442985742, + 0.0004281275344357625, + 0.0004256648629845814, + 0.0004214472785931073, + 0.000418458989593113, + 0.0004108702733203054, + 0.0004104648093678642, + 0.00040991838703567516, + 0.0004094140821965139, + 0.00040813173532867333, + 0.0004066984393413198, + 0.0004056182128826324, + 0.0004047098687538289, + 0.0004034710538084573, + 0.00040096189886003423, + 0.0003994634300110282, + 0.00039836147571349737, + 0.0003956072787291032, + 0.00039299538027940875, + 0.00039291657392502615, + 0.0003918319088041249, + 0.000389419294325766, + 0.0003867802845542848, + 0.00038660578940820204, + 0.0003858498622758651, + 0.0003838590895621672, + 0.00038077611377487617, + 0.0003793932760234784, + 0.0003793702313579859, + 0.00037731601107330334, + 0.0003772613027919718, + 0.0003757951409948431, + 0.0003715467917189122, + 0.0003676365803737672, + 0.00036624180255267585, + 0.00036558054355697873, + 0.00036537432854843316, + 0.00036409088645204276, + 0.0003624858961118716, + 0.0003584742582232789, + 0.00035423063276950815, + 0.00034840159794932403, + 0.0003453809499172656, + 0.00034371218072811225, + 0.000343179319346249, + 0.000342806791274452, + 0.000342420656898444, + 0.0003372291628581735, + 0.0003339127559126483, + 0.00033367004176851193, + 0.0003333025599703791, + 0.00033127258232083226, + 0.00032768422029430706, + 0.0003242016122412393, + 0.00031488705783730154, + 0.0003105606611229248, + 0.0003102753785925626, + 0.0003081791278735579, + 0.000307082086888766, + 0.0003060112050623838, + 0.00030517169026265793, + 0.0003049858014244004, + 0.00030001124479255096, + 0.0002999228266954591, + 0.00029886847269792126, + 0.00029794572174375366, + 0.00029753718703223156, + 0.00029301718521886294, + 0.00029131344467920087, + 0.0002904991925527695, + 0.0002896834072923875, + 0.0002883485277613412, + 0.00028583633750714515, + 0.00028497031124408335, + 0.00028420685733328803, + 0.00028078010339137674, + 0.00027943768674636887, + 0.00027861090225054906, + 0.0002784968515419951, + 0.00027802608955312795, + 0.00027769910893359035, + 0.000275677722218868, + 0.0002756774802012189, + 0.000274828636144671, + 0.00027430011036782724, + 0.00027426011663189204, + 0.0002741564854013511, + 0.0002715608528780961, + 0.00027130461389413143, + 0.0002703897200408453, + 0.0002700536171820228, + 0.00026991462856621525, + 0.00026851240077863483, + 0.0002664750987617793, + 0.00026622153252572477, + 0.00026597322544459157, + 0.0002639340724137681, + 0.0002623864594376338, + 0.00025855737517791643, + 0.0002584453217095964, + 0.00025836382985470606, + 0.00025701167995935664, + 0.0002565742806683043, + 0.00025451577286017134, + 0.00025009644335608974, + 0.0002455395972685093, + 0.00024306076809174008, + 0.00024304747243778006, + 0.0002399064164114243, + 0.0002394045747817555, + 0.000238996266169625, + 0.00023691184217144838, + 0.00023681746037009988, + 0.00023671608838392235, + 0.00023549644020288383, + 0.00023501677063651695, + 0.00023384161461264278, + 0.00023353538269870375, + 0.0002332980268923327, + 0.00022880557071406761, + 0.00022849838245794533, + 0.00022413620427469874, + 0.00022227177002599074, + 0.0002193403113976413, + 0.00021921000340642077, + 0.00021824814634391256, + 0.00021638896439420133, + 0.0002157612531326589, + 0.0002135330323995578, + 0.00020736019028090767, + 0.00020624034575912321, + 0.00020579819288462514, + 0.00020397151188332861, + 0.0002030592549887732, + 0.00020011245874720994, + 0.00019821109675590573, + 0.00019773257897408753, + 0.00019472131022599617, + 0.00019351281902551772, + 0.00019006895284924574, + 0.00018881542519137503, + 0.0001853437757194235, + 0.00018301308807632463, + 0.0001815862377937917, + 0.0001807498972387107, + 0.00017955651441298434, + 0.00017874937978939532, + 0.0001774590033738348, + 0.0001772356879528927, + 0.00017229544716104394, + 0.0001719973795068597, + 0.0001707474247607333, + 0.00016978986664998913, + 0.00016848762025118748, + 0.000168100211779094, + 0.0001676559850216583, + 0.00016752477555146997, + 0.00016686382945570765, + 0.00016518164839779452, + 0.00016381240867648263, + 0.00016340914126127201, + 0.00016236161509237338, + 0.00016015846080317064, + 0.0001585000073171747, + 0.00015825352113317922, + 0.00015229265574497023, + 0.0001512758796335444, + 0.00015011367823228468, + 0.00014705047663351466, + 0.00014623420592532835, + 0.00014499623909058234, + 0.00014230433613215886, + 0.00014156522142730248, + 0.0001402406766115849, + 0.00013990864399043515, + 0.00013918447243750875, + 0.00013877421683935174, + 0.00013773879158391987, + 0.0001345315789293303, + 0.00013250118400494833, + 0.0001321527213734749, + 0.00013182871685512136, + 0.00012727773592000126, + 0.00012661580586540458, + 0.00012634206943372417, + 0.00012502127540184904, + 0.0001247978590120146, + 0.00012460436105392466, + 0.00012399449179173244, + 0.00012256471796047826, + 0.0001221025416511288, + 0.00012178226241858245, + 0.00011858598657763268, + 0.0001183501919383128, + 0.00011674348647594903, + 0.00011629933044090102, + 0.00011482746399659506, + 0.00011400943079474735, + 0.00011371847824910178, + 0.00011092932299773406, + 0.00011048494776767052, + 0.00010992714723391097, + 0.00010968473721917289, + 0.00010963394527507387, + 0.00010657491065925308, + 0.0001053508214393644, + 0.00010533066147124952, + 0.0001047825684825537, + 0.00010465779670089891, + 0.00010431931410316773, + 0.0001026620946649955, + 9.985568659423136e-05, + 9.932801221912054e-05, + 9.791695162986953e-05, + 9.698446884504514e-05, + 9.537178776574087e-05, + 9.527147882666975e-05, + 9.431627939950863e-05, + 9.331025403879907e-05, + 9.195664710879627e-05, + 9.129136498774155e-05, + 9.035975933981006e-05, + 8.906553475058065e-05, + 8.852333766975046e-05, + 8.799277358958144e-05, + 8.629938017748159e-05, + 8.561941366224956e-05, + 8.446100731756976e-05, + 8.389785006106552e-05, + 8.328293637573997e-05, + 8.310496085277339e-05, + 8.17128752573701e-05, + 7.858965709615202e-05, + 7.776092878718489e-05, + 7.749520720026739e-05, + 7.69294108032467e-05, + 7.618995108862093e-05, + 7.365437132160822e-05, + 7.129856108080796e-05, + 7.105231634904449e-05, + 7.06759623318933e-05, + 7.033373737991393e-05, + 7.027413609817525e-05, + 6.941355537853447e-05, + 6.938389928869592e-05, + 6.846919581985893e-05, + 6.846708737327252e-05, + 6.65506244266585e-05, + 6.610474399483733e-05, + 6.591924474026574e-05, + 6.50729961857223e-05, + 6.50102488300221e-05, + 6.357760192321582e-05, + 6.30478172320218e-05, + 6.101771822564978e-05, + 6.0603685681996e-05, + 6.0578935571734865e-05, + 6.030441415026706e-05, + 5.967890452938441e-05, + 5.833889915274231e-05, + 5.662087371237746e-05, + 5.616360063411863e-05, + 5.611712591985867e-05, + 5.366097725746869e-05, + 5.335201768944382e-05, + 5.2362143777363236e-05, + 5.213787442819808e-05, + 5.1929546936558025e-05, + 5.191416751961643e-05, + 5.174229609468854e-05, + 5.163947581081836e-05, + 5.109711953638446e-05, + 5.031650998877331e-05, + 4.96854105074127e-05, + 4.679797255020317e-05, + 4.6299703864021496e-05, + 4.551349681532074e-05, + 4.477101950825509e-05, + 4.425723559157644e-05, + 4.325342203777083e-05, + 4.2801901455408786e-05, + 4.2722621366924875e-05, + 4.241470168345828e-05, + 4.2356189047602916e-05, + 4.144833026779812e-05, + 4.06748657236803e-05, + 3.997343944075374e-05, + 3.9726102654416094e-05, + 3.9484116902082534e-05, + 3.936289416404355e-05, + 3.895402086246605e-05, + 3.771383824681441e-05, + 3.75847562259597e-05, + 3.729689557685105e-05, + 3.698382119746472e-05, + 3.683180876562409e-05, + 3.570784776548978e-05, + 3.4913821513806684e-05, + 3.4338506564398984e-05, + 3.431898510928676e-05, + 3.385766713251117e-05, + 3.3675814680261015e-05, + 3.354365241428204e-05, + 3.228388729826747e-05, + 3.170473569041799e-05, + 3.1179807295400784e-05, + 3.088918402966235e-05, + 3.015537361247907e-05, + 2.9956549991620354e-05, + 2.9193883455193685e-05, + 2.843307928667262e-05, + 2.6805160781885772e-05, + 2.5938312380838276e-05, + 2.5894147597955017e-05, + 2.567181012261411e-05, + 2.46915304169487e-05, + 2.441895028307516e-05, + 2.4202571416947288e-05, + 2.389172442085949e-05, + 2.3265649158754012e-05, + 2.3250807936932962e-05, + 2.291356700860729e-05, + 2.2699445604310948e-05, + 2.2453268814974915e-05, + 2.1188909839235288e-05, + 2.0489537467788723e-05, + 1.718151053899348e-05, + 1.708082131938596e-05, + 1.693788129058086e-05, + 1.6763130268276155e-05, + 1.656326559225651e-05, + 1.644144975166244e-05, + 1.643168411489757e-05, + 1.62135404970772e-05, + 1.5736126619430273e-05, + 1.5456592704211448e-05, + 1.4315751762374302e-05, + 1.2592516413844869e-05, + 1.2538086121338091e-05, + 1.2307464319116858e-05, + 1.21485924724995e-05, + 1.212000741736696e-05, + 1.1926996039815783e-05, + 1.15642741523325e-05, + 1.1200085230981028e-05, + 1.0492190909458818e-05, + 1.0484559744037358e-05, + 1.02617261014699e-05, + 9.819159385697391e-06, + 9.499650758145848e-06, + 8.836020897673969e-06, + 8.037983061135943e-06, + 7.813698716785669e-06, + 7.79039916188419e-06, + 7.721404122838962e-06, + 7.717433212438369e-06, + 7.299998417376641e-06, + 6.713088485124039e-06, + 6.5819381911279805e-06, + 6.317651194482255e-06, + 5.855668182857223e-06, + 5.753525369214096e-06, + 5.636280966407997e-06, + 5.158699950852785e-06, + 5.137069253299731e-06, + 5.111825271148489e-06, + 4.843383290237122e-06, + 4.591025922353084e-06, + 4.501966241289196e-06, + 4.288266078098238e-06, + 4.109834368978981e-06, + 4.025657957401235e-06, + 3.9629155578522365e-06, + 3.91866498078409e-06, + 3.9138965720540735e-06, + 3.845502761697667e-06, + 3.5093177401258894e-06, + 3.3794876599204506e-06, + 2.855730560686593e-06, + 2.8025102852195634e-06, + 2.7161824770085447e-06, + 2.656134977394494e-06, + 2.6310490885501658e-06, + 2.370694085973559e-06, + 2.3022881283800693e-06, + 2.2960619620207953e-06, + 2.236438261304092e-06, + 2.2204374019132324e-06, + 2.2115837734396152e-06, + 2.1656567051693535e-06, + 2.128200577414028e-06, + 2.07997185202919e-06, + 2.023994109838432e-06, + 1.826530540701909e-06, + 1.7278108256864183e-06, + 1.6678955640960679e-06, + 1.6500111545319791e-06, + 1.4891208890054252e-06, + 1.4861153902928576e-06, + 1.2339734657447787e-06, + 1.144855506314024e-06, + 1.1231831387219714e-06, + 1.050382668365229e-06, + 9.487522780114565e-07, + 9.236283872300668e-07, + 8.466442187843976e-07, + 7.210391063600372e-07, + 4.6827798371140455e-07, + 3.466230058663562e-07, + 2.5337013991129053e-07, + 2.2011477315862114e-07, + 2.0394402178801292e-07, + 1.722007368804295e-07, + 1.5877587564351675e-07, + 1.2436913420088522e-07, + 8.522361918653658e-08, + 6.750821947650305e-08, + 4.1214836918513584e-08 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 82.4, + "precision": 25.238095238095234, + "recall": 19.714285714285715, + "f1": 20.641025641025642 + }, + "selection": { + "precision": 0.5947118664302669, + "recall": 8.571428571428571, + "f1": 1.1121956867885117, + "jaccard": 0.5598193004426133 + } + } +} \ No newline at end of file diff --git a/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Bipolar_disorder.json b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Bipolar_disorder.json new file mode 100644 index 0000000000000000000000000000000000000000..c478f22e59c0a92a4133801891138614a0009027 --- /dev/null +++ b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Bipolar_disorder.json @@ -0,0 +1,3843 @@ +{ + "significant_genes": { + "Variable": [ + "AATF", + "A2M", + "ALPK2", + "ACTMAP", + "AADAC", + "ABCF2", + "ABCC6", + "ACSM5", + "ACADVL", + "ACSM4", + "ACOT4", + "ANKRD40", + "ACOT2", + "ADAMTS12", + "ACTN3", + "ADGRG4", + "ABCC10", + "ABCE1", + "ABI3BP", + "ABHD2", + "ALDH4A1", + "AGR2", + "ART3", + "AAMDC", + "ACRV1", + "AASDHPPT", + "ABCB8", + "ALDH1L1", + "ACAT2", + "ABCB10", + "ABCC13", + "ACSM2A", + "ABHD17B", + "ADGRE4P", + "ABCA8", + "AHCYL2", + "AFG1L", + "ADAMTSL2", + "ABLIM3", + "ABCC8", + "AFF2", + "AACS", + "AADACL3", + "ALDOB", + "ARHGAP24", + "ACKR1", + "ABCA12", + "ADAMTSL5", + "ADAP2", + "ADCYAP1", + "ABHD17A", + "AGRP", + "ABCB5", + "ACBD6", + "AK2", + "ALKBH4", + "AEN", + "ARL3", + "ACTR10", + "ADAD1", + "ADAM21P1", + "AGER", + "ABLIM2", + "AOX1", + "ADCY9", + "AARSD1", + "ACO2", + "ABHD1", + "AKAP7", + "ADRA1A", + "ABCA6", + "ABHD13", + "ACSM3", + "ACTR5", + "AIRIM", + "ACTRT1", + "ABCA11P", + "ACMSD", + "ADGRD2", + "ARHGAP23", + "ACTR2", + "ABCC4", + "ALAD", + "APBA3", + "A1BG", + "BPIFA4P", + "ADCY1", + "ARHGAP22", + "ADH5", + "ABHD12", + "ACSL5", + "ABCC9", + "BMP5", + "ALDH18A1", + "BBS5", + "AGAP7P", + "ABI1", + "ACOT1", + "ADAD2", + "ADGRG2", + "ABRAXAS1", + "ABAT", + "ADAM21", + "ANKZF1", + "APLP1", + "ABHD5", + "ASIP", + "AP4M1", + "ATG10", + "ACKR3", + "BHLHE22", + "ALX1", + "ABRA", + "AARS1", + "AKAP1", + "ALG1L1P", + "ACER1", + "ANGEL2", + "ANKK1", + "ABCB4", + "AKR1B15", + "ANO3", + "AKAP8", + "ALOX12P2", + "AP2S1", + "ARID1A", + "ADORA3", + "ABCA3", + "C1orf167", + "ADAM32", + "C2", + "ACAP3", + "AK3", + "ARSL", + "ADIPOR1", + "ACACB", + "ALDH1L2", + "ACTL10", + "ALG9", + "ABCA10", + "APOBEC3H", + "APCS", + "APOLD1", + "C3orf20", + "ADCK5", + "ANK3", + "APCDD1", + "HMGB4", + "ADAMTSL4", + "ABCD1", + "AFAP1L1", + "ALDH16A1", + "ASXL1", + "ATXN1L", + "ANGPT2", + "ADO", + "AFDN-DT", + "ARFRP1", + "ABCB11", + "ALDH7A1", + "AKR1C8", + "AAK1", + "ACTL7A", + "ADAM5", + "ABR", + "ADGRF2P", + "AADACL4", + "ABCF3", + "AMER3", + "ADGRG6", + "CAND2", + "ANKAR", + "APLN", + "AIPL1", + "AP4E1", + "CETN3", + "ADK", + "BAGE2", + "ANKFN1", + "ACTL6B", + "ANKRD13C", + "AP2A2", + "ANO7", + "COLEC10", + "ADGRV1", + "ARID3C", + "AHSP", + "ADAM22", + "ACTR6", + "BANP", + "AADAT", + "CTXN2", + "A3GALT2", + "AP5S1", + "ARHGEF15", + "ASPN", + "ARHGEF16", + "ACSM2B", + "ANO1", + "CLEC4GP1", + "AGAP4", + "ARHGEF19", + "AKAP14", + "ADAMTS8", + "AGT", + "ADA", + "ADORA1", + "CRTC3", + "ANKRD34A", + "ANKMY1", + "AQP4", + "ALPL", + "ALCAM", + "CHRM1", + "ABHD11", + "AMPH", + "ARMH4", + "ASTE1", + "AP4B1", + "ARLN", + "APEX2", + "ACP2", + "CNPY1", + "AURKC", + "ACOX3", + "AAAS", + "ANAPC15", + "AHSG", + "CACNA2D1", + "ABCB1", + "BDNF-AS", + "C1orf216", + "GARNL3", + "ADAM7", + "CA14", + "AKIRIN2", + "ARHGEF28", + "ABI3", + "ANKRA2", + "CALR3", + "ACVR2A", + "CCDC27", + "ALDH3A2", + "AAGAB", + "ADARB1", + "ADH4", + "ADTRP", + "C12orf43", + "ACR", + "ATRX", + "ADGRF4", + "ANKLE2", + "CD109", + "ACOD1", + "BDH2", + "AEBP1", + "ARHGEF25", + "ANKRD54", + "ACP5", + "ATF1", + "AMDHD2", + "ANKRD24", + "AMELX", + "CGREF1", + "AKIRIN1", + "AMPD3", + "DAZL", + "AQP1", + "AKAP6", + "FUZ", + "ADGRA1", + "ACSM1", + "ARHGAP32", + "ACOXL", + "AIG1", + "BMERB1", + "CHRDL2", + "AVP", + "AIF1", + "ABCC2", + "CHDH", + "AICDA", + "ADGRB2", + "SCTR", + "ADAMTS16", + "BAHCC1", + "ABRAXAS2", + "CAPN11", + "ADAMTS10", + "ATRNL1", + "ANOS1", + "BCO2", + "AGBL2", + "CDH7", + "AXIN2", + "C3orf18", + "ADAM8", + "A4GNT", + "ACTC1", + "AMY2B", + "CLEC4M", + "LOC654780", + "ADIPOR2", + "ATAT1", + "ADAMTSL1", + "AASS", + "FAM225B", + "ADORA2B", + "BRDT", + "ABTB1", + "ACVR1C", + "DHX30", + "ANAPC2", + "C1orf53", + "ANKS4B", + "BMAL2", + "ANKIB1", + "BRS3", + "CLLU1-AS1", + "ABCB9", + "BRI3BP", + "AKR1A1", + "ATF6B", + "ANKRD20A8P", + "BCL2L12", + "AP1S1", + "CLSTN2", + "BMP2KL", + "ABO", + "ABCC3", + "AGO2", + "BTNL2", + "ATP10D", + "DUX3", + "FAM90A13", + "AMMECR1", + "BCAM", + "MGAT5", + "AAR2", + "CCAR2", + "AMHR2", + "CASP9", + "COL11A1", + "DRAXIN", + "ANO2", + "C10orf53", + "ABHD8", + "BCL9L", + "ATXN2L", + "C1QBP", + "ADCY4", + "COL13A1", + "ANK1", + "BCAT1", + "C7orf57", + "ADGRL3", + "ANKRD31", + "ARMCX5", + "BPESC1", + "ACYP2", + "PAFAH1B3", + "DHDH", + "TRIM42", + "AFDN", + "ACTG1", + "CACNA1A", + "ATP6V1F", + "ALG6", + "ABHD17AP1", + "AKNA", + "CBX8", + "C16orf87", + "ANP32E", + "ADGRL1", + "AGRN", + "ASCC2", + "GLRA1", + "AZGP1", + "DAZ4", + "ADAMTS1", + "COQ3", + "ASAH1", + "ALYREF", + "ACBD5", + "ADAM19", + "SNORD113-5", + "ADGRE3", + "CHRM4", + "APOL6", + "CARMIL1", + "DAPL1", + "ATP5MC3", + "ANKRD18A", + "C5", + "ACSS3", + "CDKL3", + "ASB16-AS1", + "ANAPC7", + "CCDC116", + "C10orf55", + "ABITRAM", + "ATAD3B", + "ATP6V1G3", + "AMMECR1L", + "APEH", + "CNTN4", + "ADGRA3", + "ANLN", + "ANXA8", + "PKD1L1-AS1", + "ARID5B", + "ACBD4", + "ANKRD27", + "ADAMTS7", + "AWAT2", + "CHD1L", + "ANKRD18B", + "ACTBL2", + "ARL17A", + "ARHGAP10", + "ANAPC4", + "CPT1A", + "CDYL", + "ASB12", + "ARL14", + "BRWD1-AS2", + "CBLL1", + "CLDN3", + "CHST2", + "CRTAP", + "ACAP2", + "DLST", + "CLTCL1", + "CPE", + "C8orf58", + "CEACAM18", + "PBX3", + "CSNK1E", + "TMEM52", + "FANCB", + "CLIP3", + "CENPL", + "ADAMTS4", + "AGO1", + "AGAP11", + "AP3D1", + "ARR3", + "BNC2", + "CFAP53", + "CLDN23", + "ANKS1B", + "BEND4", + "LOC613038", + "CELP", + "CRTC1", + "C16orf78", + "CDC14C", + "CHPF2", + "ASB18", + "COL5A3", + "CAD", + "CATSPERE", + "APOBEC3D", + "CARNS1", + "ARHGAP5", + "BAIAP2", + "ATP2B4", + "EXD1", + "CCDC146", + "ANXA2P1", + "DEFB103A", + "ADAMTS3", + "CNR2", + "BARHL2", + "CTSL3P", + "CDH18", + "BUD31", + "ADA2", + "CFAP20", + "CCNK", + "BST1", + "NLRP3", + "CCDC144A", + "ADAM15", + "CRYBB3", + "COL4A5", + "CLIP2", + "ALDH1A3", + "ATP5PD", + "CCDC83", + "ACTRT3", + "ANKRD40CL", + "LILRA3", + "AQP6", + "ANKRD20A2P", + "AKR1C4", + "ARMCX3", + "ARG2", + "ASPSCR1", + "CAVIN4", + "KCTD21", + "AGPAT4", + "AP1M2", + "EDIL3", + "ACADL", + "CSMD2", + "BIRC2", + "COL15A1", + "CNTNAP1", + "GLI4", + "THOC6", + "AGAP6", + "ARHGAP12", + "ENPP6", + "ANKRD35", + "CLDN6", + "CRLF1", + "ANKRD20A1", + "DTX1", + "BOD1", + "IQUB", + "BCAS4", + "EPS15L1", + "SNORD51", + "CITED1", + "AXIN1", + "ALDH3B1", + "BMP3", + "ALG10", + "DNAH5", + "ADCY2", + "FRAS1", + "ALDH2", + "PADI3", + "GDPD5", + "KCNH3", + "FABP2", + "ACYP1", + "ABCA9", + "APMAP", + "AIFM1", + "ARRDC1-AS1", + "BIRC8", + "ATE1", + "RLBP1", + "CELF6", + "BDKRB2", + "RASD2", + "ABTB2", + "KCNH5", + "ATP5MF", + "AGPAT5", + "AMBN", + "FRK", + "BOC", + "IL1RAPL2", + "ADAMDEC1", + "ALKBH5", + "ATP13A2", + "CARD19", + "MIR302B", + "ACLY", + "ADRM1", + "CGB1", + "COMP", + "GRAMD1B", + "ANKRD20A11P", + "ADGRF1", + "FBXL2", + "AQP2", + "ABCF1", + "LOC646804", + "DUX4L8", + "DSCAML1", + "E2F1", + "ATP12A", + "HPN", + "ACO1", + "IFITM5", + "APOBEC4", + "ABCD2", + "BRD1", + "DYNC2H1", + "CPZ", + "FST", + "C20orf96", + "GINS2", + "ADIG", + "FFAR4", + "ARHGAP9", + "GCK", + "BMPER", + "BAK1", + "AGPAT3", + "ALKBH7", + "ASPHD1", + "CCDC42", + "CACNA1H", + "CLCN1", + "MIR602", + "DUOXA1", + "HRG", + "FAM120C", + "C1QL4", + "CATSPERD", + "ADAM17", + "MOCOS", + "BLCAP", + "ABHD16B", + "CABIN1", + "L1CAM", + "CLDN1", + "BLK", + "NQO2", + "H3C2", + "ARSB", + "ASB3", + "CFAP141", + "TACC2", + "ARHGAP31", + "KRTAP23-1", + "CDKN1B", + "ANKRD2", + "C2CD6", + "ALDH9A1", + "CLN8", + "AFM", + "CPNE9", + "ADHFE1", + "MTSS2", + "CLHC1", + "AKT2", + "C1orf105", + "DRGX", + "KIAA1210", + "CCDC71", + "ASIC5", + "ACTN2", + "ALMS1P1", + "CCNB3", + "CCT4", + "AHCY", + "ARL13B", + "CACNG6", + "ALDH3A1", + "BPHL", + "CHRM5", + "EFNB1", + "ALPK3", + "MIR524", + "LOC647264", + "MRGPRX1", + "AMPD1", + "FGFR2", + "CAPNS2", + "EGFL8", + "AZU1", + "DLX6-AS1", + "AP1G1", + "AMELY", + "ARRB1", + "AGAP9", + "COG7", + "B4GALNT4", + "AVPR1A", + "BBIP1", + "TMEM171", + "CDCP1", + "ANXA4", + "CCDC162P", + "CCNB2", + "ARPC5", + "FTCD", + "HENMT1", + "AGPS", + "ANXA10", + "KCNJ5", + "NUS1P3", + "EPCIP", + "BRD3OS", + "BHLHE23", + "ADNP2", + "ASIC1", + "DEFB107B", + "ASNSD1", + "HDGF", + "ADGRG1", + "ANKS1A", + "ABCA1", + "CES5A", + "CMC2", + "PRODH2", + "CDRT4", + "APEX1", + "COL18A1-AS1", + "CBLN1", + "CLCNKA", + "OR8H1", + "RAD54L", + "CA6", + "ADIPOQ", + "C3AR1", + "ADRB1", + "CLCA4", + "FKSG49", + "CIBAR1", + "INSM2", + "HSD11B1", + "DRD3", + "FIGLA", + "CCDC25", + "ARSJ", + "CLK2", + "FGFR4", + "CCIN", + "CFAP298-TCP10L", + "DPEP1", + "ISL2", + "AGBL3", + "CD101", + "CCL15", + "XKR7", + "BPIFB4", + "CHRNB2", + "CSH1", + "EDDM3B", + "ANP32A", + "LIMA1", + "ATP6V1E2", + "LOC100131496", + "CELF3", + "HEBP1", + "CHSY1", + "C1S", + "AGTR2", + "AKT1S1", + "ANKRD16", + "KRT81", + "ATP6V1G2", + "CCDC191", + "BCO1", + "CCDC13", + "KIAA1217", + "APOH", + "NSMCE1", + "MVK", + "CPLX1", + "DNAH17", + "ADRB3", + "ABCG1", + "CNTNAP2", + "CADM2", + "ANXA9", + "ARF5", + "F10", + "BTBD16", + "CCR5", + "LOC727980", + "BAGE", + "CLEC11A", + "C11orf87", + "FAM90A16", + "MYL10", + "CHRNB1", + "ATP6V1C2", + "ACKR4", + "ANXA2", + "APOB", + "C2orf15", + "ATP5MK", + "ANKRD11", + "RBFA", + "GPR152", + "CDK5RAP1", + "APOC3", + "RER1", + "TOP1MT", + "C17orf50", + "C19orf18", + "CORO1B", + "ATP2B2", + "ASIC2", + "PNKD", + "OMD", + "KRCC1", + "WNT1", + "AMFR", + "ACTA1", + "BTNL3", + "LDLRAD3", + "AATK", + "HCRTR2", + "CD33", + "CCDC7", + "LRP3", + "GRHL3", + "CSF1", + "ATP6V1B1", + "ARL5C", + "CERS4", + "ADAM20", + "NPDC1", + "BMPR2", + "CCDC85B", + "KCMF1", + "ATL3", + "CYP4Z2P", + "FAM187B", + "AKR1C6P", + "ALDH1A1", + "ELFN1", + "CCDC148", + "GLDC", + "IER5L", + "SPIRE2", + "GPR83", + "BPY2", + "CCDC152", + "ATOSB", + "AKR1C1", + "C2CD4D", + "CD72", + "COL26A1", + "DDX56", + "B3GNT7", + "CDH22", + "DBX2", + "ARFIP2", + "CENPM", + "C8orf74", + "PKD2L2", + "DGCR2", + "CXADRP2", + "FMN2", + "CEP76", + "CEP72", + "ADGRG7", + "ACSS1", + "AMER2", + "ADRA1B", + "ASTL", + "ELOA3BP", + "C3", + "OR1A1", + "AFAP1", + "MARK1", + "KLK2", + "ACTRT2", + "MUC15", + "BRD3", + "ATF2", + "CRY2", + "CBR1", + "NXF4", + "DNAJC5B", + "MCU", + "MRO", + "CRCT1", + "PPIL6", + "INO80C", + "ABCG4", + "ATP1B1", + "AKAP11", + "HLA-C", + "ARHGEF7", + "CHST1", + "MIR494", + "C1orf21", + "CD19", + "ACOT8", + "BAZ2A", + "NR2F2", + "CLEC12B", + "C11orf98", + "FAM90A19", + "ATG2B", + "ALKBH3", + "CEP63", + "ARHGAP35", + "CAMP", + "AMH", + "ARPC3", + "ASPM", + "ASB4", + "FAM90A20", + "BDH1", + "BZW1", + "RCN3", + "APIP", + "TBX6", + "GAD2", + "BOP1", + "IFNA5", + "MIR548Q", + "C3orf38", + "ASIC3", + "NAV3", + "APRT", + "ATP10A", + "COX11", + "ASCL4", + "CLPSL2", + "ETV5", + "ERICH4", + "ACAT1", + "SNORD91B", + "CDC42SE2", + "RBMY1A1", + "FAM219A", + "GCC2", + "FAM210A", + "C11orf16", + "NDUFV1", + "LCE4A", + "ZNF843", + "LACC1", + "DISC1", + "RCN1", + "DACT2", + "EPHA2", + "ODAD3", + "LOC151760", + "CCDC144CP", + "CHI3L2", + "GIP", + "C12orf76", + "B3GNT3", + "LOC729218", + "DERPC", + "PRSS53", + "CXCR3", + "C1orf226", + "ASIC4", + "FCGR3B", + "MAGEA2B", + "DMP1", + "CCNQP1", + "IL22", + "MIR1915HG", + "CHKB", + "MEDAG", + "CFHR1", + "GTF2F1", + "BHLHA15", + "ASB17", + "CACNA1F", + "SSMEM1", + "ALKAL1", + "ANKUB1", + "AEBP2", + "TSKS", + "C3orf70", + "RBP1", + "SNPH", + "CDC14A", + "BBLN", + "ENTR1", + "MAP1LC3C", + "MAJIN", + "ADAM9", + "B3GALT6", + "CDC42EP2", + "CHAT", + "ECE2", + "B3GAT2", + "MYL9", + "CNTF", + "PRSS37", + "MIR620", + "ATCAY", + "KANK1", + "BGLAP", + "LTC4S", + "ACOT6", + "CHRDL1", + "ARHGAP19", + "EXOSC2", + "CSNK1A1L", + "ATP6V0A1", + "SPRR2G", + "MFSD2B", + "ADCY7", + "AASDH", + "GCOM1", + "SPACA5", + "ARHGAP8", + "CD300LG", + "CCM2", + "BAD", + "BCL7B", + "CTIF", + "ARMC3", + "DEFA6", + "LIMD2", + "FSCN2", + "C12orf50", + "CD209", + "ART5", + "MIR7-3", + "DANCR", + "BTNL9", + "AGGF1", + "IL19", + "RRH", + "CA5A", + "DRD1", + "BICDL2", + "CD177", + "COQ4", + "ANKRD53", + "BTN2A3P", + "CRB1", + "CRMP1", + "ARFGAP1", + "GRM4", + "LTB4R", + "FOXF2", + "ATP1B2", + "ACSL6", + "SFMBT2", + "CALB1", + "HAS1", + "CCDC144NL", + "CMTM4", + "FAM170B", + "ARL10", + "RFPL3S", + "CDC40", + "ADRA2A", + "ANGEL1", + "EZH1", + "ADH5P4", + "SH3RF3", + "SPACDR", + "BNIP1", + "FYB2", + "NMU", + "SNORA25", + "MPV17", + "CDK3", + "GSDMC", + "GNRHR2", + "ADAMTS20", + "BAG3", + "ARMC8", + "BCL10", + "CDK15", + "FGF17", + "CD300E", + "IRX5", + "OR8G2P", + "TBPL2", + "FAM87A", + "ADCY5", + "TNNC2", + "AUNIP", + "CUL3", + "GATA1", + "TEX36", + "AKAP10", + "DEFB130A", + "CEP135", + "FAAP24", + "LOC391322", + "MS4A10", + "CSNK1A1P1", + "MEGF8", + "C1orf116", + "PHLDB1", + "MINAR2", + "CD4", + "MIR193B", + "PCDHGB8P", + "ANKRD22", + "ARL17B", + "TERB2", + "GPX3", + "DNAH14", + "ATP2A1", + "LAMB2", + "POTEG", + "CSPG5", + "COMMD7", + "ACTL6A", + "SNORD113-9", + "ATN1", + "MIR629", + "CMKLR2", + "TMEM68", + "KCNN2", + "MIR141", + "LOC727884", + "KLHL25", + "BABAM1", + "FILIP1", + "ASTN2", + "FSCN1", + "AFG2B", + "CDC7", + "VXN", + "GGT8P", + "CRISP3", + "FAM3A", + "ATM", + "MIR512-2", + "HDHD3", + "TMSB15A", + "ARRDC5", + "CD38", + "SCGB2A1", + "EML5", + "LRRC32", + "AQP7P2", + "BATF", + "PSG10P", + "CDRT15P1", + "CXorf65", + "C6orf118", + "DNAAF5", + "LOC653303", + "BAZ1B", + "CAPN14", + "RIMBP3C", + "CDHR4", + "AACSP1", + "GAS1", + "CLIC4", + "SRPK3", + "FKBPL", + "MIR29B1", + "DPPA4", + "CDK8", + "SAMD13", + "CCL27", + "DCUN1D2", + "C2orf78", + "APOE", + "FBXL18", + "MIR455", + "UCK2", + "CKM", + "GTF2A1L", + "DNAJB3", + "ASMTL-AS1", + "MIR211", + "FADS3", + "DUOXA2", + "BIN1", + "ADAMTS5", + "DMAC2L", + "RENBP", + "BRF2", + "KANSL2", + "MRPL28", + "AOC3", + "UCN3", + "DSCR9", + "KRTAP2-2", + "MFSD5", + "ACOT11", + "AMN1", + "C1GALT1", + "CD164L2", + "BOLA3", + "NEURL2", + "TPRXL", + "CYP11B2", + "INMT", + "DYNLT3", + "ASB13", + "CYB5B", + "HSPA12B", + "BPIFB2", + "BTG4", + "EVI5L", + "MLLT1", + "CYP2F1", + "ZNF607", + "CARMIL2", + "AMER1", + "CCK", + "HDX", + "SVOP", + "ZNF454", + "STX5", + "ADAT1", + "DOK3", + "GNG8", + "ARL8A", + "LYSMD4", + "IL12RB1", + "ACTR1A", + "NR0B2", + "CAPN3", + "RIN1", + "CSPG4", + "HOXD10", + "BRK1", + "BRINP3", + "PGAM1", + "GDF9", + "BRMS1", + "CYP7B1", + "ADD3", + "EXOC3L4", + "CMSS1", + "BTRC", + "VPS39", + "ADORA2A", + "ARHGAP29", + "GALR1", + "MRPL9", + "HCG27", + "PRPF38B", + "SGIP1", + "COMMD4", + "CENPE", + "MIRLET7C", + "WDR48", + "CARD11", + "C6orf52", + "ARMC7", + "TP53BP2", + "CAMTA2", + "CCT3", + "ADGRL2", + "SNX21", + "MYO1G", + "CCDC150", + "BMP1", + "AGFG1", + "SULF2", + "MMP15", + "COX14", + "RAB11FIP4", + "DPEP3", + "TTTY6", + "BTD", + "BAGE3", + "PBK", + "NWD2", + "CAMSAP2", + "MIR9-1HG", + "EXOC6B", + "BSPRY", + "MIR770", + "DUOX2", + "CCNF", + "FABP9", + "NMRAL1", + "MIR1263", + "MECR", + "HNRNPA3P1", + "PHC1", + "ARMCX5-GPRASP2", + "OR6C76", + "ALS2CL", + "SIGLEC10", + "KCNA1", + "NOTCH1", + "HOXA11-AS", + "CFC1B", + "MMP11", + "CPXM2", + "C2CD4A", + "OR6N1", + "TP73", + "PPP1R14A", + "OGFOD1", + "DPRXP4", + "OR1L3", + "H4C4", + "ELP5" + ], + "Coefficient": [ + 0.04275367052218765, + 0.032839385622083245, + 0.03217587752494558, + 0.03180349183607953, + 0.03177896207918532, + 0.027840825382037575, + 0.027614001148724636, + -0.025979770816706993, + -0.025520409253727883, + -0.02536117489325147, + -0.02504210578465706, + 0.02503833915666229, + -0.025015283266547395, + 0.024327689652151277, + 0.02404232254599227, + 0.02359544244184966, + 0.023415712013431872, + 0.023209738961148224, + 0.023117833449222084, + -0.022579083207232353, + 0.02244126860805095, + 0.022260433508967288, + 0.022215652337886055, + -0.021914722552606767, + 0.021733858731366747, + -0.02155109072094766, + -0.021472044718909886, + -0.021404144154512538, + -0.021384727359230898, + -0.02103854985134421, + 0.020390479094964453, + 0.020291609356126967, + -0.019294292806639114, + 0.01923102408433052, + -0.019090906259665297, + 0.01898785280866038, + -0.018859284399963667, + -0.01874632808452954, + -0.017944322932295666, + -0.01749658792856034, + 0.017069389566219978, + -0.016819659461452946, + 0.016813537279253336, + 0.016775949200696055, + 0.0159935366713122, + -0.015539258115313087, + -0.01546609640496022, + -0.015376813040143916, + -0.015366284889807702, + -0.015335209886483687, + 0.015309308837891987, + -0.015276332304080873, + 0.015120614413960837, + 0.015051466565549006, + -0.01503924495976259, + -0.014893939318911338, + -0.014555627618750941, + 0.01450721180048048, + 0.014249812149096838, + 0.014157425180257671, + -0.014053876119191054, + -0.013702962112515591, + -0.013559766399090898, + -0.013430888399470712, + 0.01340571805213671, + -0.013393698512271226, + 0.013370557998921997, + 0.013330704538775382, + -0.013251537757674493, + -0.01312383843060649, + 0.012699414152634963, + -0.012490913259613066, + -0.01241161063157258, + -0.012382842562153147, + 0.012320088748131541, + 0.01221246177553975, + 0.012194444157618698, + -0.011990395639922297, + -0.011760874438978925, + 0.011724788825816053, + 0.011715816701786213, + 0.011715053826239845, + 0.011513539632847281, + 0.01151072703077207, + 0.01144522594242017, + 0.011414142499685694, + -0.01120879639156555, + 0.011195714083023915, + 0.011113354598285769, + -0.010968410771524696, + -0.010959907342399511, + 0.010911700903644616, + 0.010775444057836212, + -0.010764730660305998, + 0.01074211667949909, + -0.010469516148395506, + 0.010450301088921261, + -0.010394368166122603, + -0.010136978794560476, + 0.010056663495414793, + 0.010009969974356967, + 0.01000384609893228, + -0.009959114142987769, + 0.009925234815919491, + -0.009895386695550503, + 0.009731229928509357, + -0.0095627837734911, + -0.009350588691044635, + -0.009349005099552709, + 0.009318725589632773, + -0.009303375675412827, + -0.009298381182514267, + 0.009252927445864534, + 0.009050464246209599, + -0.00902449670297086, + 0.00902028235330221, + -0.008983365966191249, + 0.008970564971470417, + -0.0089457212540269, + -0.00889183117608153, + 0.008871214556953435, + -0.008856505251423421, + 0.008774365339919842, + 0.008746430430326899, + -0.008690407910204607, + 0.008645811258254957, + -0.008627625124550562, + 0.008627312778320668, + 0.008535231439006493, + -0.008448598080640163, + -0.008447726712283641, + 0.008412785979253688, + 0.008341150107879156, + -0.00832087332503226, + 0.008315001928559617, + 0.0082654313000475, + 0.008237175672552582, + 0.008130813804412303, + -0.00799859222573269, + 0.00798442166234603, + -0.007949671497679165, + 0.007923729402494254, + 0.007907052581174683, + 0.007878607453208125, + 0.007872859579521944, + 0.007840240354828519, + -0.007688328004976392, + -0.007679820819331832, + -0.007660154057000949, + 0.007659844047457941, + 0.007651095261487482, + -0.007620465117872029, + 0.007575171271235787, + -0.007544375468971896, + -0.007404355595943815, + 0.007399167496538866, + 0.007395392228400392, + -0.007327330921865398, + -0.007292966071246147, + 0.007292802219785575, + -0.0072326077155073125, + -0.0072192693148773746, + -0.007215202007311699, + 0.007180469636076358, + -0.007180169249360657, + -0.007168314245834125, + 0.007119891865263806, + 0.007115179562345713, + 0.007065490564603048, + -0.007038849235212186, + -0.006954186394725247, + -0.006909039572019674, + -0.0069032510107432735, + 0.0068672842030886505, + 0.00680955298014555, + 0.006798560736225405, + -0.006784479591113329, + 0.006782916576525191, + 0.006775644282792386, + -0.0067621628085026315, + 0.006722196808682001, + -0.00667494621616808, + 0.006652586232805612, + 0.006559820538549521, + 0.0065550865068240444, + -0.006548719724110379, + -0.006538835261840326, + 0.006507246422196811, + 0.006447885281624554, + 0.0063977554074726144, + -0.006388482563684652, + 0.006371944797131868, + 0.0063237413231705675, + 0.006301631409270291, + -0.00627185329966136, + -0.006199403032819499, + -0.006146338346846857, + -0.006102992125704333, + 0.006020681580129737, + 0.005997344200984052, + 0.005958852950944207, + 0.005937847622739628, + -0.005928372459648034, + -0.005772820737483964, + 0.0057555056616367785, + 0.005715388093799658, + 0.005685721972604787, + -0.005661730814905558, + -0.0056410257449525094, + -0.005634312187688731, + 0.005608620310803609, + -0.005578339103988141, + 0.005571959222934276, + 0.005567759407707491, + 0.0055583012484656585, + -0.005547539999511159, + -0.005501337518059569, + -0.005499859508254226, + 0.005433050401940692, + -0.005342331978712232, + -0.0052024912281582, + 0.005150549102465841, + 0.005124109425313734, + -0.005105845729536485, + -0.005082748137623471, + -0.005051278403305372, + 0.005045302235576593, + -0.005039653776853504, + 0.005028538636989868, + -0.005022501096274389, + -0.0050158806051632445, + 0.004957039642899744, + -0.004955265586845191, + -0.00493963167777805, + -0.00489861305869056, + -0.004891733177815568, + 0.004862734442820575, + -0.004859162851312004, + 0.004840116554558248, + 0.004833242829196906, + 0.004821161314185746, + -0.004811387104351832, + -0.004788026206728724, + -0.00476492242167044, + 0.004743616373498294, + -0.004736790319336618, + -0.004715270176216418, + -0.004694579592727913, + 0.004687619158125254, + -0.004683277626423568, + 0.004679508973359996, + 0.004652450116580463, + -0.004597047120512595, + -0.0045715260469361895, + 0.004561553719027669, + 0.004541321107310039, + 0.004535543320763451, + 0.004522579461412238, + -0.004517636014546722, + 0.004510128251753087, + 0.004502174265958433, + -0.004484907092456536, + -0.004479704911184235, + -0.00446648031828943, + 0.004425893880963796, + 0.004418944109119484, + 0.004397815140241998, + 0.004394591227588063, + -0.004390868732954767, + -0.004378789180603396, + 0.004370125538896053, + -0.004366634288489619, + -0.004364456957454328, + 0.00435657466987746, + 0.004344324641718941, + -0.004326534878172814, + 0.004293453839993575, + 0.004290383845588317, + 0.004284810014652472, + -0.004281529467695122, + -0.004253659332504251, + 0.0042344860605744465, + 0.004228883675466843, + 0.00422050969994052, + -0.0042142846781564785, + -0.004195973074786225, + -0.004190711910163097, + -0.00416934914901709, + 0.004157457597258414, + 0.004155232189673725, + -0.004153404887957561, + -0.0041393361193371135, + 0.004107844958332855, + 0.004098695362960492, + -0.004060068626041395, + 0.0040494721208336, + -0.004044091645986727, + -0.004038568791429839, + -0.004035732397395854, + 0.0040245986652658276, + -0.0040087564605454425, + -0.004001803844529836, + 0.003983331146490179, + -0.003958463627748187, + -0.0039575584576913014, + -0.003907104334941081, + -0.003901894722766629, + 0.0038712555208657243, + -0.0038706660541198736, + 0.0038602405459112698, + 0.0038192282980723516, + 0.003814671561230755, + -0.0037914419138484713, + 0.0037903908355063883, + -0.003771262171903518, + 0.0037619774028949805, + -0.003737935864637013, + 0.0037185075205130908, + 0.003702423348710553, + 0.003699611781741892, + -0.0036690491721601227, + -0.0036632596782815528, + 0.0036383296185937674, + -0.003624612059951565, + -0.0036223015124666265, + -0.003514250722178808, + 0.0034989901551925892, + -0.0034864557973494324, + -0.0034806722301728705, + 0.0034654904243919486, + 0.0034546149411074987, + -0.003429022282812178, + -0.0034168416536811998, + -0.0033942936764568537, + -0.0033911760456838244, + -0.0033827359667480887, + 0.00337650034002701, + -0.0033594155294022357, + 0.003332035019618411, + -0.003330693342740641, + -0.0033219540861360508, + 0.0032914303308477786, + -0.003288689855691895, + -0.003285718401790044, + -0.0032716532887629283, + 0.00323120333893195, + 0.0032266199842789396, + -0.0032217472199452726, + -0.003219102832756275, + -0.003215518432927788, + -0.003195275617212253, + -0.003193498269516818, + 0.0031823215509217575, + -0.0031806842132902154, + 0.003179696377960583, + -0.003155202235726199, + 0.0031072722001142896, + -0.003092327704309949, + -0.00309186453136548, + 0.0030824070912189487, + 0.003057429942997059, + -0.0030559831461644715, + -0.003050044738289468, + 0.0030328667295223834, + -0.0030150288738227575, + -0.003010874145547632, + -0.0030003927419282282, + 0.0029962401787807223, + 0.002993133213741879, + 0.002981996483380301, + -0.002976022920217075, + -0.0029543795555677416, + 0.002945532251749879, + 0.002937848843557112, + -0.002932402727491861, + -0.002931504709631247, + 0.0029173777378027886, + -0.0029085384151365593, + 0.002903365988336331, + -0.0028733095547674877, + -0.0028519372276952005, + 0.002845848992366496, + 0.0028317245105652904, + 0.0028284034725218708, + -0.0028193147795773613, + -0.002806971102876436, + 0.0027734785464995702, + 0.002767166321434324, + -0.002757604303040847, + 0.002744622275147162, + 0.0027431063247344858, + -0.0027317199435505798, + 0.002729162830758199, + 0.002726989582403751, + 0.0027115616776575632, + 0.002703884385431469, + -0.0026953628916073706, + -0.002691386984320232, + 0.0026846012192610815, + -0.0026835634090180676, + 0.002680963102533999, + -0.0026779259190548733, + 0.002671192337724495, + 0.002662414823611228, + 0.0026528462248390904, + 0.002652369538656929, + -0.002642812351113776, + -0.002639977350359792, + -0.002638171663012788, + -0.0026273544170168374, + -0.0026153317632263335, + 0.0026042486463318257, + -0.002585532205393393, + -0.0025738792405604477, + -0.002559398397911022, + 0.0025578968236640446, + 0.002554480646305158, + 0.002547501219931978, + 0.002542796065087445, + -0.0025377809421016544, + 0.002529206693419802, + 0.0025267494181171954, + 0.002514411499822086, + 0.0024926346070503745, + 0.0024904827847999213, + 0.002465005165799363, + 0.002446507545369363, + -0.0024369204285981804, + -0.00241975298719044, + -0.0024171549299308293, + -0.002400811105640181, + 0.002388787109470793, + -0.002381543406901258, + -0.0023741130938075908, + 0.002368115751785796, + -0.0023619779414205673, + -0.002347944998703697, + -0.0023472453035018755, + 0.002326576873982139, + -0.0023065514579657513, + 0.002298567942446855, + -0.0022964166522323978, + 0.002291746145782083, + 0.0022805768856912854, + -0.002266562460502377, + 0.0022419850791071975, + 0.002236298127862009, + 0.0022337495780591324, + 0.0022322775119814468, + -0.0022202955767816595, + 0.0022185449801925467, + -0.002197809277194043, + 0.002195904970030954, + 0.0021901313459791573, + 0.0021769904019167453, + 0.0021747964126228032, + -0.002173593727556948, + 0.002157493331801175, + 0.002156500711756094, + -0.0021446594039000026, + 0.002140418723058496, + -0.0021280755461746256, + -0.0021187943687199728, + -0.0021123875511258787, + 0.0020976632061933693, + -0.0020972826965641083, + 0.0020937325154160263, + -0.0020931728228672122, + 0.002080337420458003, + -0.002080304507628221, + -0.002063448529305038, + -0.002058213675723204, + 0.0020489603354162662, + 0.0020469274234008973, + 0.0020401415348445693, + -0.0020396901158820624, + 0.0020356503754023515, + -0.0020338607815261803, + 0.0020288201496994067, + -0.0020260762305709216, + -0.002013832945632218, + -0.0019906207206422367, + 0.001981624244174383, + -0.0019786129629637468, + -0.0019785199539590253, + 0.0019488212632110206, + 0.0019457352797034966, + 0.0019373636251951748, + -0.001909247148821287, + 0.0019056366592640724, + -0.001902719471934344, + -0.001899681019303092, + -0.0018952906655361251, + 0.0018897546228028293, + 0.001883901199235247, + -0.0018766656094610901, + 0.0018706799920536039, + 0.0018668161644581301, + 0.001861215172193372, + 0.0018534136840009916, + -0.001847809274132677, + 0.001832590765571463, + -0.0017999512964712, + -0.0017948306598696282, + -0.0017909961661751706, + -0.0017839351813416842, + 0.0017729644401600544, + 0.0017605199894396733, + -0.0017571737889286382, + -0.0017480057334802567, + 0.0017476201096251135, + 0.0017344277352534842, + 0.001723159117971755, + 0.0017229765428055524, + -0.0017185938197097057, + -0.001718267282224827, + -0.001707195066170938, + 0.0017038517069603916, + -0.0016885267959092659, + -0.0016819827931820665, + -0.0016817630721770878, + 0.0016760873911385071, + -0.00167429722247036, + -0.0016716027320510525, + -0.0016699601289678228, + -0.001668028028663405, + 0.0016593913969145755, + 0.0016583584486078256, + -0.0016579239415492584, + -0.0016547871049462472, + 0.0016546000639120328, + -0.0016520281983697267, + -0.0016401491331388754, + 0.001640091166831707, + -0.001638351364047329, + 0.0016382571171367467, + -0.00162390987117042, + 0.0016231867919298648, + 0.0016161574956058227, + -0.0016131773616988683, + -0.0016008174244263355, + 0.0015895195111913102, + 0.0015866211730312582, + -0.0015790370359809124, + 0.001576798493695073, + 0.0015732521409683134, + -0.001570821555892842, + 0.0015668058009773802, + 0.0015636588799341205, + 0.0015602438001348377, + 0.00155155595248189, + -0.0015462210857791893, + 0.001545730370501664, + 0.0015415823955124218, + 0.001540577877634014, + 0.0015337732954779034, + -0.0015254123172331868, + 0.0015205752219246054, + -0.0015166624860958623, + 0.0015077874247754514, + 0.0015068729504437019, + -0.0015014358608994387, + 0.0014948573193783725, + -0.0014938724757286093, + -0.0014902222041218852, + 0.0014850893176426678, + 0.0014826616947672304, + 0.0014698613155277186, + 0.0014674041068882318, + -0.0014499125988978497, + -0.001445677837559411, + 0.0014431428155809588, + -0.001440762336778577, + 0.0014399276003858664, + 0.001431920022979939, + -0.0014302812731579277, + 0.0014298338139562196, + 0.0014264118043305057, + -0.0014141522198268819, + 0.0014118454784860857, + -0.00140860303005327, + 0.001403063820020703, + -0.0013968021080429948, + -0.0013959986885938832, + -0.0013958282164798967, + -0.0013937532462666648, + 0.0013923524637182473, + -0.001389800093720117, + -0.0013737024181732953, + 0.001369202717889598, + -0.0013666073744600126, + 0.0013660258952966444, + -0.0013521594717347946, + -0.001345300277502586, + -0.0013437373580732523, + 0.0013283563700541411, + -0.0013138945940058197, + 0.0013118298766382997, + 0.001308268188149441, + -0.0013073905941668113, + 0.0013003085378124394, + 0.0012902315048496983, + -0.0012863137355742264, + 0.0012854934022908562, + -0.001281109428053949, + 0.0012787472882501236, + 0.0012775854996946588, + 0.0012766788265755817, + 0.0012739719532562479, + 0.0012666666329106476, + 0.0012489214412867026, + -0.001231720713054726, + 0.0012215313700499053, + -0.0012149976396336405, + 0.0012130353140755912, + 0.001210047031356431, + -0.0012067472250241681, + -0.0012031604345255668, + -0.0012000458033811804, + -0.001182124268120434, + 0.0011728748513511525, + 0.001171297227515993, + -0.0011696666879294144, + -0.0011680829622278434, + 0.0011567030875293642, + 0.001155204705618626, + 0.0011545811969360118, + -0.0011523489860254129, + -0.0011312284507046528, + 0.0011217810001873587, + 0.0011165019657784162, + 0.0011137522539712513, + 0.0011105061357143534, + -0.001110397910720933, + 0.0011098513548699173, + 0.0011062276535647993, + -0.0010977396938182328, + 0.0010973639901852635, + 0.0010904108753653828, + -0.0010880960879532276, + 0.001086840958992047, + 0.0010825442875337524, + -0.0010815289276353863, + 0.0010780985151911887, + 0.0010777815354469534, + 0.0010752260937770357, + -0.001074998943936819, + 0.001073911351386128, + 0.001062357573569564, + -0.0010533424415985733, + 0.0010515901415505716, + 0.0010502623553241724, + 0.0010480906046882084, + -0.001047950109838152, + 0.0010433963319849565, + -0.0010398883428535944, + -0.0010383141109108426, + -0.0010254245314758835, + -0.0010242153692278737, + 0.00101750566165071, + 0.001016726130216679, + 0.0010145297957396082, + 0.0009956990231804678, + 0.0009945869251621912, + -0.00099190751158497, + -0.0009869943201294888, + 0.0009832659859699913, + 0.0009811359106503775, + -0.000978761358018407, + 0.0009752145984929825, + -0.0009714994859182185, + 0.0009614279801067625, + 0.0009529150778642192, + 0.0009516843535354505, + -0.0009480765455465235, + -0.0009463052022430473, + -0.0009458193655803001, + 0.0009455407975309207, + -0.0009433666194146568, + -0.0009409552976972937, + -0.0009341181779556582, + 0.000932109864490602, + 0.0009277496475027182, + -0.0009246829024531646, + 0.0009219583158853593, + 0.0009141092780481893, + -0.0009131793475474845, + 0.0009096310814568615, + -0.0009087677824040093, + 0.0009050206801864, + -0.0009049686998521496, + -0.0009035842559956583, + 0.0008953532084450998, + -0.0008907871572159363, + 0.0008900550114109504, + -0.0008782720978752755, + -0.0008770313474169749, + -0.0008734321133556065, + 0.000873009939527346, + 0.0008710204485100825, + 0.0008709634767666764, + 0.0008709336332495393, + -0.0008628549019991807, + -0.0008627292868306554, + 0.0008553673619262367, + -0.0008542020306508161, + 0.0008487529177889954, + -0.0008427498467814958, + 0.0008397888290100328, + 0.0008379479103592326, + -0.0008372542585257568, + 0.0008282545467885111, + 0.0008269803602860519, + -0.0008255808045171882, + 0.0008248141207429832, + -0.0008188640273904888, + -0.0008152814912581715, + 0.0008143975026668831, + 0.000810557261245443, + 0.0008093593079232284, + -0.0008026116714861369, + 0.000801872304186365, + -0.0007956887751185501, + 0.0007825151061572398, + -0.0007821526277326296, + 0.0007741864496164816, + 0.0007725640509993573, + 0.0007677269643325311, + -0.0007663827911350893, + 0.0007648146728716955, + -0.0007617844171618722, + 0.0007609738658074624, + -0.000760690548788001, + -0.0007599075726942237, + 0.0007574436372845144, + -0.0007486766421646873, + 0.0007444663606267188, + 0.0007338481182727485, + -0.0007300493203744387, + -0.0007284527492179755, + -0.00072656270521648, + 0.0007166460462734136, + 0.0007160115594833803, + -0.0007123591025591502, + 0.0007071275403819345, + 0.0007059654834699263, + 0.000703336906588016, + -0.0007009249543864173, + -0.000700849035023314, + -0.0006973389533475618, + -0.0006951830466358401, + -0.0006949368633708303, + 0.0006930650362319652, + 0.0006864785743518651, + -0.0006848839721619814, + 0.0006792473909780855, + -0.0006736687181044986, + 0.000672214026046858, + 0.0006676586692262936, + 0.0006656273482048445, + 0.0006548866382038603, + 0.0006519588708786931, + -0.000648930475673977, + -0.000646754595209771, + -0.0006375779308566417, + -0.000637486239588327, + -0.0006370788114580628, + -0.0006359714929815116, + -0.0006317741769841668, + 0.0006312611019716289, + 0.0006303996070428128, + -0.0006280242755561552, + 0.0006268513099425891, + 0.0006254682623974095, + -0.0006245533369258452, + -0.0006239389126777991, + -0.0006228109827147984, + 0.0006128645117027735, + 0.0006060007099939564, + 0.0006046177273192711, + 0.0005981662254741934, + -0.0005973911989894947, + 0.0005973218021784727, + 0.0005959073100631515, + -0.0005941073254530231, + -0.0005892353266476604, + -0.0005854400373710305, + 0.0005811178392375388, + -0.000580982553623711, + 0.0005794227006438188, + -0.0005787843057029516, + -0.0005766165877184974, + -0.0005734369548180957, + 0.0005633619459813925, + -0.0005560573664980793, + 0.0005489761283040778, + 0.0005486815605186094, + -0.0005449970146042584, + -0.0005439520126522939, + 0.0005437127174393728, + -0.0005436943501184499, + -0.0005425888855700864, + -0.0005374562548855915, + -0.0005350627287792066, + 0.0005336488831993722, + -0.0005261583018826327, + 0.000524623115067651, + -0.0005195288559688736, + -0.0005174307586988128, + -0.0005143109304792901, + 0.0005126146824057688, + 0.0005112214644447684, + -0.0005096898069543828, + 0.0005072523756997303, + 0.0005056320328368931, + 0.0004984023783618648, + 0.0004976563238986586, + -0.0004962156798282727, + 0.0004952979316292, + -0.0004932161880928338, + 0.0004903585744317903, + 0.0004845306299295565, + -0.00048450748912872257, + 0.00048109900104534347, + 0.00047260954921683263, + 0.0004686670003413245, + 0.00046583946725555175, + 0.0004538183120814264, + -0.0004439640736408754, + 0.00044372903557503545, + -0.0004428776754393737, + 0.00044175748759518285, + 0.00044041265073596755, + -0.0004402505492009562, + -0.0004400691200126017, + 0.00043987632333070803, + 0.0004328347216871606, + 0.000430407313417943, + -0.0004248943417189583, + 0.0004223759003119432, + 0.00042006639762057153, + 0.00041941476680695274, + 0.00041439397131895527, + 0.00041438069408770945, + 0.0004128627966395672, + 0.00041232662710833756, + -0.00041152908462705026, + 0.0004105173469891905, + 0.0004093796151626484, + 0.0004083055602937159, + 0.0004072043071252484, + 0.0004065104809629293, + -0.00040639863586423234, + -0.00040579688203412785, + -0.0004044149863992349, + 0.00040038616597184285, + 0.00039873126047740276, + 0.00039792213281153926, + 0.00039430998185090366, + 0.00038826617201852086, + -0.000386557323868059, + -0.00038616737882108423, + 0.00038535127941957757, + -0.0003813462921454099, + 0.00038070949233679245, + 0.0003791802599872988, + 0.00037874228843044034, + 0.0003752041374905787, + 0.0003747432234017125, + 0.00037405536950779083, + -0.0003737990525387123, + 0.00037336087322961626, + -0.0003723674547889651, + 0.00036697170506132313, + 0.00036670986005112353, + -0.0003645807409066507, + -0.00035981610685521993, + 0.00035950690943733175, + -0.0003571420976018933, + -0.00035166722015070805, + 0.00035164375833736367, + 0.0003506281084925061, + 0.0003483131701919118, + 0.0003448003980850348, + 0.00034409854176131884, + -0.0003435389112353221, + -0.00034283157969780764, + 0.0003400360132410805, + -0.0003369938213137086, + 0.00033655398927166135, + 0.00033545385860588674, + 0.0003347281424453108, + -0.0003323750843809953, + -0.0003320270766284671, + -0.00033016145888118765, + 0.00032936527224713063, + 0.00032755605940830825, + 0.00032732117427394455, + -0.0003234149644298602, + 0.0003186182164245152, + 0.0003163198519061278, + -0.0003161872575637512, + -0.000314280326096638, + -0.00031336048129040157, + -0.00031248172477341336, + -0.00031128337816544756, + 0.0003100634923502936, + 0.0003086317887752123, + -0.00030421181486612676, + -0.000304127070122518, + 0.0003019767345699424, + 0.0002985801612494214, + 0.000296196371253742, + 0.00029537729036082115, + -0.00029537437432041564, + -0.00029104628896190295, + -0.0002903368203201802, + -0.00028704123504413854, + 0.00028606951071094485, + -0.0002848685055369854, + 0.0002841021813987823, + 0.0002815587765459199, + 0.00028036356581959105, + -0.0002782852910697027, + -0.00027701142838878367, + 0.0002758043821141719, + -0.0002708483039008514, + -0.0002584078461755685, + -0.00025775720271777584, + 0.0002545334046539773, + 0.0002516943220146797, + -0.00025019041528195603, + 0.0002490056341789439, + -0.0002485544989804599, + -0.00024815926148224815, + 0.00024267364175063532, + 0.00024110285596296298, + -0.00024034842587658393, + -0.00023907727537668475, + 0.00023752398623029378, + 0.00023622267570131046, + 0.0002357285802620162, + 0.00023473797862551236, + -0.00022570554629905787, + -0.00022273540136199003, + 0.0002211047755351246, + -0.0002161156768751919, + 0.0002151748408394007, + 0.00021488087076959356, + 0.00021417198063899357, + 0.0002120474335069258, + -0.00021199141110152034, + -0.00020980039895566888, + -0.0002064732016996985, + 0.0002034685466635409, + 0.0002034101961703704, + 0.00020289789245373342, + 0.00020188860014485393, + 0.00020129083800921266, + 0.00019997391911077565, + 0.00019960659764258845, + 0.00019921939684646196, + -0.0001972541675644646, + 0.00019341396833324115, + -0.00019330109969960073, + 0.0001910544028681999, + 0.00018991810212765347, + -0.00018976158713961271, + 0.00018948984703780618, + -0.00018906888805781107, + -0.00018779895085121258, + 0.0001850850520565491, + 0.00018505020251836997, + 0.00018451725646120398, + 0.00018310931527065042, + 0.00018308855307644473, + -0.0001814044840491505, + -0.00018138426061479945, + 0.00017917427145387505, + 0.0001788287373659886, + 0.0001749659341383677, + -0.00017398019224008115, + -0.0001739439081351732, + -0.00017168247312044485, + -0.00016814116494756306, + 0.0001670586676614216, + -0.0001662756118208329, + 0.00016614898796421206, + 0.00016555934763532533, + -0.00016391990792933317, + 0.00016252362002679374, + 0.00016220655948471645, + -0.00016187988141532262, + 0.00016090166533303112, + 0.0001598235338163808, + 0.00015855489717065636, + 0.00015637737867616868, + 0.00015633106518015682, + 0.00015607591026233958, + 0.00015501730824156126, + 0.00015431558077168677, + 0.0001524806809089078, + -0.00015191602123876586, + 0.00015058489287361475, + 0.00014979989192138798, + 0.00014977618364726378, + 0.00014573051693332498, + -0.00014548584462184037, + -0.00014544613874839003, + -0.00014540907910076816, + 0.0001445747206873155, + -0.00014320585050468893, + 0.00014274697522987206, + -0.00013975541048305548, + 0.00013964629359544927, + 0.00013944207039022987, + 0.0001387329515636949, + -0.00013747783567573157, + 0.00013671590872853544, + 0.00013644503344056126, + 0.0001358130482100644, + 0.0001343404286902786, + 0.00013213933771352642, + 0.0001315799908926104, + -0.00012815190837754074, + 0.00012599475256169963, + -0.00012598774910175067, + 0.000124719193142283, + -0.0001237149982736625, + 0.00012370342923024143, + 0.00012357238901422983, + 0.0001234323587775377, + 0.00012335892418516138, + -0.00012318979510598485, + -0.00012222886906887304, + -0.00012215611955786974, + 0.00012162100385024396, + -0.00012058748683797814, + -0.000120529579929383, + -0.00012001787150420654, + 0.00011956054928830572, + 0.00011948422165262487, + -0.00011906018970168206, + -0.00011720740855993445, + -0.0001161742040372822, + -0.00011513746529392525, + 0.0001120718262880922, + -0.00011135661441423769, + -0.00010949409919935254, + -0.00010754273285915325, + 0.00010688783352177722, + -0.00010685922029298263, + -0.0001064690655929093, + -0.00010640991617303699, + 0.00010578358109674353, + -0.0001033736918761224, + -0.0001002969297276462, + -9.95327531461853e-05, + 9.751777009566926e-05, + 9.66439262809207e-05, + -9.630579664018849e-05, + 9.490945078569948e-05, + 9.272524321043335e-05, + 9.243350942582967e-05, + -9.234645482948016e-05, + -9.132695968837236e-05, + -9.015351888233733e-05, + -9.007797517130869e-05, + 8.948064554921312e-05, + -8.912820058988717e-05, + -8.861900959778059e-05, + 8.702231734197374e-05, + 8.494504331489148e-05, + -8.454486778663782e-05, + 8.316647745384727e-05, + 8.297988646314138e-05, + -8.28616086744447e-05, + -8.265721920047944e-05, + 8.258403918866468e-05, + 8.128432334511533e-05, + -8.068777643474305e-05, + 7.817273450243577e-05, + -7.75967801901785e-05, + -7.635566684796485e-05, + 7.622335897055065e-05, + 7.61241690024242e-05, + -7.608278968727707e-05, + 7.574818731441674e-05, + 7.511499775508153e-05, + 7.48501068947421e-05, + -7.40805029798241e-05, + 7.372145819503619e-05, + 7.354629062614867e-05, + -7.295684221103252e-05, + 7.145163247466166e-05, + 7.125447923610975e-05, + 7.069719189174257e-05, + -7.052692067667477e-05, + -6.655287615753644e-05, + -6.577074548671835e-05, + -6.523209308668769e-05, + 6.398811635905761e-05, + 6.300347601019207e-05, + -6.211044151440627e-05, + 6.11042692486878e-05, + -6.02494917977549e-05, + -6.0231993359007945e-05, + -5.860538082444148e-05, + -5.7956021684769254e-05, + 5.718340336614042e-05, + 5.674059445806886e-05, + 5.648478054703715e-05, + -5.527821871008446e-05, + 5.497124960445297e-05, + 5.488656568518534e-05, + 5.4672927671526105e-05, + 5.462453799287597e-05, + 5.425012390156253e-05, + 5.41387239845271e-05, + 5.397336578431371e-05, + -5.3502117197834e-05, + -5.3014643532728914e-05, + -5.259629916614917e-05, + 5.1752583046494563e-05, + 5.152464618854223e-05, + -5.142523604685509e-05, + 5.109559270157399e-05, + -5.069520962232857e-05, + 4.7731704885900525e-05, + 4.716415707695308e-05, + 4.6553403182737135e-05, + 4.6546153177026914e-05, + 4.598303571550396e-05, + -4.5439600678799076e-05, + -4.491164172601935e-05, + -4.4764550887815346e-05, + -4.4664624529234485e-05, + 4.4596767753722696e-05, + -4.409687972691576e-05, + 4.290285124584932e-05, + 4.278746362822594e-05, + -4.230232155147579e-05, + 4.167383234289053e-05, + -4.1529326775155385e-05, + 4.1286219031357136e-05, + 4.057788734157026e-05, + -4.051875169052e-05, + 4.028679469595886e-05, + -3.9940311992641155e-05, + -3.989703680606878e-05, + -3.9853520265501354e-05, + 3.8542244965160533e-05, + 3.693961041387303e-05, + 3.4149746172181505e-05, + 3.2988195933035336e-05, + 3.2796426926335785e-05, + -3.2227543656137166e-05, + 2.989136044160997e-05, + 2.975391964451811e-05, + 2.9226097077270394e-05, + 2.895538456478232e-05, + -2.8840126788017193e-05, + 2.823816840058074e-05, + -2.7935451052422222e-05, + -2.7344317141909018e-05, + -2.7152616968947916e-05, + -2.687048591660389e-05, + 2.6776701145498085e-05, + 2.652572934068395e-05, + 2.6183167708460346e-05, + 2.5618274337532445e-05, + 2.4917972585953006e-05, + -2.4368166271488136e-05, + 2.3855264450814882e-05, + 2.3841673594179764e-05, + 2.3833836046448906e-05, + 2.363538825395561e-05, + 2.2588886809827792e-05, + -2.174365918928395e-05, + -2.0209653442015973e-05, + 1.969071450571516e-05, + -1.9268454966776024e-05, + -1.869840113334182e-05, + 1.811822991836862e-05, + 1.793156785723306e-05, + -1.785699749552258e-05, + -1.757773663227925e-05, + -1.7035374696080663e-05, + -1.6688207110469298e-05, + 1.6428769731538964e-05, + 1.630069212292274e-05, + 1.602824349222599e-05, + 1.5877010542157984e-05, + 1.5871362365593696e-05, + 1.5851461575822063e-05, + -1.582033278977191e-05, + -1.5796068415685622e-05, + 1.530092057196953e-05, + 1.5280212664722163e-05, + 1.527244290569987e-05, + 1.5242108244311005e-05, + 1.4476188034166867e-05, + -1.4291070068526311e-05, + 1.413202222284897e-05, + -1.3947071821519498e-05, + 1.366966660091843e-05, + -1.3663564251390008e-05, + 1.3304017455347816e-05, + 1.2976447723073035e-05, + -1.2436721958958739e-05, + 1.1821882721048411e-05, + 1.1445326613472543e-05, + 1.1407596039097363e-05, + -1.1285776782695385e-05, + 1.1164317810404709e-05, + 1.0852626372880449e-05, + -9.47498945820072e-06, + 8.725842874341239e-06, + 8.38450553302448e-06, + -8.337374338557471e-06, + 8.239458984249357e-06, + 8.230408659440242e-06, + 7.873546547875826e-06, + 7.847274506447058e-06, + 7.676025856248492e-06, + -7.323423462792211e-06, + 6.774790302907363e-06, + 6.467687668881062e-06, + 6.374769472990287e-06, + -6.274879078165786e-06, + 6.2375922413457134e-06, + -5.6262998248169015e-06, + 5.473093805847123e-06, + 5.313987727250743e-06, + 5.209792750216377e-06, + 5.146775060053947e-06, + -5.135701791858347e-06, + 4.979791899284114e-06, + -4.926196591720442e-06, + -4.735265711498169e-06, + 4.617081709635097e-06, + 4.566102189147863e-06, + -4.526394236582632e-06, + -4.314325153789351e-06, + -3.953973712002455e-06, + -3.912133237300113e-06, + 3.5520908549944704e-06, + 2.621066329144507e-06, + -2.6205726520842724e-06, + 2.5086830730837594e-06, + -2.20133538221068e-06, + 1.9473342134072127e-06, + -1.5619437158117664e-06, + -1.4599822659033862e-06, + 1.410347912549211e-06, + 1.3118719745745684e-06, + 1.2871140310877815e-06, + -1.248035982024656e-06, + -1.1976927869378756e-06, + 1.1342139120402806e-06, + 1.0948598983580371e-06, + -1.0444636059316587e-06, + 8.932890851996872e-07, + 8.782251789851046e-07, + 6.095519972186334e-07, + 5.12495069264104e-07, + 4.771028662775626e-07, + 1.4165999292865276e-07, + 1.0719636149114126e-07, + 9.173326165542122e-08, + -7.33273322538538e-08, + -2.2592193789163325e-08, + 6.740656465768056e-09 + ], + "Absolute Coefficient": [ + 0.04275367052218765, + 0.032839385622083245, + 0.03217587752494558, + 0.03180349183607953, + 0.03177896207918532, + 0.027840825382037575, + 0.027614001148724636, + 0.025979770816706993, + 0.025520409253727883, + 0.02536117489325147, + 0.02504210578465706, + 0.02503833915666229, + 0.025015283266547395, + 0.024327689652151277, + 0.02404232254599227, + 0.02359544244184966, + 0.023415712013431872, + 0.023209738961148224, + 0.023117833449222084, + 0.022579083207232353, + 0.02244126860805095, + 0.022260433508967288, + 0.022215652337886055, + 0.021914722552606767, + 0.021733858731366747, + 0.02155109072094766, + 0.021472044718909886, + 0.021404144154512538, + 0.021384727359230898, + 0.02103854985134421, + 0.020390479094964453, + 0.020291609356126967, + 0.019294292806639114, + 0.01923102408433052, + 0.019090906259665297, + 0.01898785280866038, + 0.018859284399963667, + 0.01874632808452954, + 0.017944322932295666, + 0.01749658792856034, + 0.017069389566219978, + 0.016819659461452946, + 0.016813537279253336, + 0.016775949200696055, + 0.0159935366713122, + 0.015539258115313087, + 0.01546609640496022, + 0.015376813040143916, + 0.015366284889807702, + 0.015335209886483687, + 0.015309308837891987, + 0.015276332304080873, + 0.015120614413960837, + 0.015051466565549006, + 0.01503924495976259, + 0.014893939318911338, + 0.014555627618750941, + 0.01450721180048048, + 0.014249812149096838, + 0.014157425180257671, + 0.014053876119191054, + 0.013702962112515591, + 0.013559766399090898, + 0.013430888399470712, + 0.01340571805213671, + 0.013393698512271226, + 0.013370557998921997, + 0.013330704538775382, + 0.013251537757674493, + 0.01312383843060649, + 0.012699414152634963, + 0.012490913259613066, + 0.01241161063157258, + 0.012382842562153147, + 0.012320088748131541, + 0.01221246177553975, + 0.012194444157618698, + 0.011990395639922297, + 0.011760874438978925, + 0.011724788825816053, + 0.011715816701786213, + 0.011715053826239845, + 0.011513539632847281, + 0.01151072703077207, + 0.01144522594242017, + 0.011414142499685694, + 0.01120879639156555, + 0.011195714083023915, + 0.011113354598285769, + 0.010968410771524696, + 0.010959907342399511, + 0.010911700903644616, + 0.010775444057836212, + 0.010764730660305998, + 0.01074211667949909, + 0.010469516148395506, + 0.010450301088921261, + 0.010394368166122603, + 0.010136978794560476, + 0.010056663495414793, + 0.010009969974356967, + 0.01000384609893228, + 0.009959114142987769, + 0.009925234815919491, + 0.009895386695550503, + 0.009731229928509357, + 0.0095627837734911, + 0.009350588691044635, + 0.009349005099552709, + 0.009318725589632773, + 0.009303375675412827, + 0.009298381182514267, + 0.009252927445864534, + 0.009050464246209599, + 0.00902449670297086, + 0.00902028235330221, + 0.008983365966191249, + 0.008970564971470417, + 0.0089457212540269, + 0.00889183117608153, + 0.008871214556953435, + 0.008856505251423421, + 0.008774365339919842, + 0.008746430430326899, + 0.008690407910204607, + 0.008645811258254957, + 0.008627625124550562, + 0.008627312778320668, + 0.008535231439006493, + 0.008448598080640163, + 0.008447726712283641, + 0.008412785979253688, + 0.008341150107879156, + 0.00832087332503226, + 0.008315001928559617, + 0.0082654313000475, + 0.008237175672552582, + 0.008130813804412303, + 0.00799859222573269, + 0.00798442166234603, + 0.007949671497679165, + 0.007923729402494254, + 0.007907052581174683, + 0.007878607453208125, + 0.007872859579521944, + 0.007840240354828519, + 0.007688328004976392, + 0.007679820819331832, + 0.007660154057000949, + 0.007659844047457941, + 0.007651095261487482, + 0.007620465117872029, + 0.007575171271235787, + 0.007544375468971896, + 0.007404355595943815, + 0.007399167496538866, + 0.007395392228400392, + 0.007327330921865398, + 0.007292966071246147, + 0.007292802219785575, + 0.0072326077155073125, + 0.0072192693148773746, + 0.007215202007311699, + 0.007180469636076358, + 0.007180169249360657, + 0.007168314245834125, + 0.007119891865263806, + 0.007115179562345713, + 0.007065490564603048, + 0.007038849235212186, + 0.006954186394725247, + 0.006909039572019674, + 0.0069032510107432735, + 0.0068672842030886505, + 0.00680955298014555, + 0.006798560736225405, + 0.006784479591113329, + 0.006782916576525191, + 0.006775644282792386, + 0.0067621628085026315, + 0.006722196808682001, + 0.00667494621616808, + 0.006652586232805612, + 0.006559820538549521, + 0.0065550865068240444, + 0.006548719724110379, + 0.006538835261840326, + 0.006507246422196811, + 0.006447885281624554, + 0.0063977554074726144, + 0.006388482563684652, + 0.006371944797131868, + 0.0063237413231705675, + 0.006301631409270291, + 0.00627185329966136, + 0.006199403032819499, + 0.006146338346846857, + 0.006102992125704333, + 0.006020681580129737, + 0.005997344200984052, + 0.005958852950944207, + 0.005937847622739628, + 0.005928372459648034, + 0.005772820737483964, + 0.0057555056616367785, + 0.005715388093799658, + 0.005685721972604787, + 0.005661730814905558, + 0.0056410257449525094, + 0.005634312187688731, + 0.005608620310803609, + 0.005578339103988141, + 0.005571959222934276, + 0.005567759407707491, + 0.0055583012484656585, + 0.005547539999511159, + 0.005501337518059569, + 0.005499859508254226, + 0.005433050401940692, + 0.005342331978712232, + 0.0052024912281582, + 0.005150549102465841, + 0.005124109425313734, + 0.005105845729536485, + 0.005082748137623471, + 0.005051278403305372, + 0.005045302235576593, + 0.005039653776853504, + 0.005028538636989868, + 0.005022501096274389, + 0.0050158806051632445, + 0.004957039642899744, + 0.004955265586845191, + 0.00493963167777805, + 0.00489861305869056, + 0.004891733177815568, + 0.004862734442820575, + 0.004859162851312004, + 0.004840116554558248, + 0.004833242829196906, + 0.004821161314185746, + 0.004811387104351832, + 0.004788026206728724, + 0.00476492242167044, + 0.004743616373498294, + 0.004736790319336618, + 0.004715270176216418, + 0.004694579592727913, + 0.004687619158125254, + 0.004683277626423568, + 0.004679508973359996, + 0.004652450116580463, + 0.004597047120512595, + 0.0045715260469361895, + 0.004561553719027669, + 0.004541321107310039, + 0.004535543320763451, + 0.004522579461412238, + 0.004517636014546722, + 0.004510128251753087, + 0.004502174265958433, + 0.004484907092456536, + 0.004479704911184235, + 0.00446648031828943, + 0.004425893880963796, + 0.004418944109119484, + 0.004397815140241998, + 0.004394591227588063, + 0.004390868732954767, + 0.004378789180603396, + 0.004370125538896053, + 0.004366634288489619, + 0.004364456957454328, + 0.00435657466987746, + 0.004344324641718941, + 0.004326534878172814, + 0.004293453839993575, + 0.004290383845588317, + 0.004284810014652472, + 0.004281529467695122, + 0.004253659332504251, + 0.0042344860605744465, + 0.004228883675466843, + 0.00422050969994052, + 0.0042142846781564785, + 0.004195973074786225, + 0.004190711910163097, + 0.00416934914901709, + 0.004157457597258414, + 0.004155232189673725, + 0.004153404887957561, + 0.0041393361193371135, + 0.004107844958332855, + 0.004098695362960492, + 0.004060068626041395, + 0.0040494721208336, + 0.004044091645986727, + 0.004038568791429839, + 0.004035732397395854, + 0.0040245986652658276, + 0.0040087564605454425, + 0.004001803844529836, + 0.003983331146490179, + 0.003958463627748187, + 0.0039575584576913014, + 0.003907104334941081, + 0.003901894722766629, + 0.0038712555208657243, + 0.0038706660541198736, + 0.0038602405459112698, + 0.0038192282980723516, + 0.003814671561230755, + 0.0037914419138484713, + 0.0037903908355063883, + 0.003771262171903518, + 0.0037619774028949805, + 0.003737935864637013, + 0.0037185075205130908, + 0.003702423348710553, + 0.003699611781741892, + 0.0036690491721601227, + 0.0036632596782815528, + 0.0036383296185937674, + 0.003624612059951565, + 0.0036223015124666265, + 0.003514250722178808, + 0.0034989901551925892, + 0.0034864557973494324, + 0.0034806722301728705, + 0.0034654904243919486, + 0.0034546149411074987, + 0.003429022282812178, + 0.0034168416536811998, + 0.0033942936764568537, + 0.0033911760456838244, + 0.0033827359667480887, + 0.00337650034002701, + 0.0033594155294022357, + 0.003332035019618411, + 0.003330693342740641, + 0.0033219540861360508, + 0.0032914303308477786, + 0.003288689855691895, + 0.003285718401790044, + 0.0032716532887629283, + 0.00323120333893195, + 0.0032266199842789396, + 0.0032217472199452726, + 0.003219102832756275, + 0.003215518432927788, + 0.003195275617212253, + 0.003193498269516818, + 0.0031823215509217575, + 0.0031806842132902154, + 0.003179696377960583, + 0.003155202235726199, + 0.0031072722001142896, + 0.003092327704309949, + 0.00309186453136548, + 0.0030824070912189487, + 0.003057429942997059, + 0.0030559831461644715, + 0.003050044738289468, + 0.0030328667295223834, + 0.0030150288738227575, + 0.003010874145547632, + 0.0030003927419282282, + 0.0029962401787807223, + 0.002993133213741879, + 0.002981996483380301, + 0.002976022920217075, + 0.0029543795555677416, + 0.002945532251749879, + 0.002937848843557112, + 0.002932402727491861, + 0.002931504709631247, + 0.0029173777378027886, + 0.0029085384151365593, + 0.002903365988336331, + 0.0028733095547674877, + 0.0028519372276952005, + 0.002845848992366496, + 0.0028317245105652904, + 0.0028284034725218708, + 0.0028193147795773613, + 0.002806971102876436, + 0.0027734785464995702, + 0.002767166321434324, + 0.002757604303040847, + 0.002744622275147162, + 0.0027431063247344858, + 0.0027317199435505798, + 0.002729162830758199, + 0.002726989582403751, + 0.0027115616776575632, + 0.002703884385431469, + 0.0026953628916073706, + 0.002691386984320232, + 0.0026846012192610815, + 0.0026835634090180676, + 0.002680963102533999, + 0.0026779259190548733, + 0.002671192337724495, + 0.002662414823611228, + 0.0026528462248390904, + 0.002652369538656929, + 0.002642812351113776, + 0.002639977350359792, + 0.002638171663012788, + 0.0026273544170168374, + 0.0026153317632263335, + 0.0026042486463318257, + 0.002585532205393393, + 0.0025738792405604477, + 0.002559398397911022, + 0.0025578968236640446, + 0.002554480646305158, + 0.002547501219931978, + 0.002542796065087445, + 0.0025377809421016544, + 0.002529206693419802, + 0.0025267494181171954, + 0.002514411499822086, + 0.0024926346070503745, + 0.0024904827847999213, + 0.002465005165799363, + 0.002446507545369363, + 0.0024369204285981804, + 0.00241975298719044, + 0.0024171549299308293, + 0.002400811105640181, + 0.002388787109470793, + 0.002381543406901258, + 0.0023741130938075908, + 0.002368115751785796, + 0.0023619779414205673, + 0.002347944998703697, + 0.0023472453035018755, + 0.002326576873982139, + 0.0023065514579657513, + 0.002298567942446855, + 0.0022964166522323978, + 0.002291746145782083, + 0.0022805768856912854, + 0.002266562460502377, + 0.0022419850791071975, + 0.002236298127862009, + 0.0022337495780591324, + 0.0022322775119814468, + 0.0022202955767816595, + 0.0022185449801925467, + 0.002197809277194043, + 0.002195904970030954, + 0.0021901313459791573, + 0.0021769904019167453, + 0.0021747964126228032, + 0.002173593727556948, + 0.002157493331801175, + 0.002156500711756094, + 0.0021446594039000026, + 0.002140418723058496, + 0.0021280755461746256, + 0.0021187943687199728, + 0.0021123875511258787, + 0.0020976632061933693, + 0.0020972826965641083, + 0.0020937325154160263, + 0.0020931728228672122, + 0.002080337420458003, + 0.002080304507628221, + 0.002063448529305038, + 0.002058213675723204, + 0.0020489603354162662, + 0.0020469274234008973, + 0.0020401415348445693, + 0.0020396901158820624, + 0.0020356503754023515, + 0.0020338607815261803, + 0.0020288201496994067, + 0.0020260762305709216, + 0.002013832945632218, + 0.0019906207206422367, + 0.001981624244174383, + 0.0019786129629637468, + 0.0019785199539590253, + 0.0019488212632110206, + 0.0019457352797034966, + 0.0019373636251951748, + 0.001909247148821287, + 0.0019056366592640724, + 0.001902719471934344, + 0.001899681019303092, + 0.0018952906655361251, + 0.0018897546228028293, + 0.001883901199235247, + 0.0018766656094610901, + 0.0018706799920536039, + 0.0018668161644581301, + 0.001861215172193372, + 0.0018534136840009916, + 0.001847809274132677, + 0.001832590765571463, + 0.0017999512964712, + 0.0017948306598696282, + 0.0017909961661751706, + 0.0017839351813416842, + 0.0017729644401600544, + 0.0017605199894396733, + 0.0017571737889286382, + 0.0017480057334802567, + 0.0017476201096251135, + 0.0017344277352534842, + 0.001723159117971755, + 0.0017229765428055524, + 0.0017185938197097057, + 0.001718267282224827, + 0.001707195066170938, + 0.0017038517069603916, + 0.0016885267959092659, + 0.0016819827931820665, + 0.0016817630721770878, + 0.0016760873911385071, + 0.00167429722247036, + 0.0016716027320510525, + 0.0016699601289678228, + 0.001668028028663405, + 0.0016593913969145755, + 0.0016583584486078256, + 0.0016579239415492584, + 0.0016547871049462472, + 0.0016546000639120328, + 0.0016520281983697267, + 0.0016401491331388754, + 0.001640091166831707, + 0.001638351364047329, + 0.0016382571171367467, + 0.00162390987117042, + 0.0016231867919298648, + 0.0016161574956058227, + 0.0016131773616988683, + 0.0016008174244263355, + 0.0015895195111913102, + 0.0015866211730312582, + 0.0015790370359809124, + 0.001576798493695073, + 0.0015732521409683134, + 0.001570821555892842, + 0.0015668058009773802, + 0.0015636588799341205, + 0.0015602438001348377, + 0.00155155595248189, + 0.0015462210857791893, + 0.001545730370501664, + 0.0015415823955124218, + 0.001540577877634014, + 0.0015337732954779034, + 0.0015254123172331868, + 0.0015205752219246054, + 0.0015166624860958623, + 0.0015077874247754514, + 0.0015068729504437019, + 0.0015014358608994387, + 0.0014948573193783725, + 0.0014938724757286093, + 0.0014902222041218852, + 0.0014850893176426678, + 0.0014826616947672304, + 0.0014698613155277186, + 0.0014674041068882318, + 0.0014499125988978497, + 0.001445677837559411, + 0.0014431428155809588, + 0.001440762336778577, + 0.0014399276003858664, + 0.001431920022979939, + 0.0014302812731579277, + 0.0014298338139562196, + 0.0014264118043305057, + 0.0014141522198268819, + 0.0014118454784860857, + 0.00140860303005327, + 0.001403063820020703, + 0.0013968021080429948, + 0.0013959986885938832, + 0.0013958282164798967, + 0.0013937532462666648, + 0.0013923524637182473, + 0.001389800093720117, + 0.0013737024181732953, + 0.001369202717889598, + 0.0013666073744600126, + 0.0013660258952966444, + 0.0013521594717347946, + 0.001345300277502586, + 0.0013437373580732523, + 0.0013283563700541411, + 0.0013138945940058197, + 0.0013118298766382997, + 0.001308268188149441, + 0.0013073905941668113, + 0.0013003085378124394, + 0.0012902315048496983, + 0.0012863137355742264, + 0.0012854934022908562, + 0.001281109428053949, + 0.0012787472882501236, + 0.0012775854996946588, + 0.0012766788265755817, + 0.0012739719532562479, + 0.0012666666329106476, + 0.0012489214412867026, + 0.001231720713054726, + 0.0012215313700499053, + 0.0012149976396336405, + 0.0012130353140755912, + 0.001210047031356431, + 0.0012067472250241681, + 0.0012031604345255668, + 0.0012000458033811804, + 0.001182124268120434, + 0.0011728748513511525, + 0.001171297227515993, + 0.0011696666879294144, + 0.0011680829622278434, + 0.0011567030875293642, + 0.001155204705618626, + 0.0011545811969360118, + 0.0011523489860254129, + 0.0011312284507046528, + 0.0011217810001873587, + 0.0011165019657784162, + 0.0011137522539712513, + 0.0011105061357143534, + 0.001110397910720933, + 0.0011098513548699173, + 0.0011062276535647993, + 0.0010977396938182328, + 0.0010973639901852635, + 0.0010904108753653828, + 0.0010880960879532276, + 0.001086840958992047, + 0.0010825442875337524, + 0.0010815289276353863, + 0.0010780985151911887, + 0.0010777815354469534, + 0.0010752260937770357, + 0.001074998943936819, + 0.001073911351386128, + 0.001062357573569564, + 0.0010533424415985733, + 0.0010515901415505716, + 0.0010502623553241724, + 0.0010480906046882084, + 0.001047950109838152, + 0.0010433963319849565, + 0.0010398883428535944, + 0.0010383141109108426, + 0.0010254245314758835, + 0.0010242153692278737, + 0.00101750566165071, + 0.001016726130216679, + 0.0010145297957396082, + 0.0009956990231804678, + 0.0009945869251621912, + 0.00099190751158497, + 0.0009869943201294888, + 0.0009832659859699913, + 0.0009811359106503775, + 0.000978761358018407, + 0.0009752145984929825, + 0.0009714994859182185, + 0.0009614279801067625, + 0.0009529150778642192, + 0.0009516843535354505, + 0.0009480765455465235, + 0.0009463052022430473, + 0.0009458193655803001, + 0.0009455407975309207, + 0.0009433666194146568, + 0.0009409552976972937, + 0.0009341181779556582, + 0.000932109864490602, + 0.0009277496475027182, + 0.0009246829024531646, + 0.0009219583158853593, + 0.0009141092780481893, + 0.0009131793475474845, + 0.0009096310814568615, + 0.0009087677824040093, + 0.0009050206801864, + 0.0009049686998521496, + 0.0009035842559956583, + 0.0008953532084450998, + 0.0008907871572159363, + 0.0008900550114109504, + 0.0008782720978752755, + 0.0008770313474169749, + 0.0008734321133556065, + 0.000873009939527346, + 0.0008710204485100825, + 0.0008709634767666764, + 0.0008709336332495393, + 0.0008628549019991807, + 0.0008627292868306554, + 0.0008553673619262367, + 0.0008542020306508161, + 0.0008487529177889954, + 0.0008427498467814958, + 0.0008397888290100328, + 0.0008379479103592326, + 0.0008372542585257568, + 0.0008282545467885111, + 0.0008269803602860519, + 0.0008255808045171882, + 0.0008248141207429832, + 0.0008188640273904888, + 0.0008152814912581715, + 0.0008143975026668831, + 0.000810557261245443, + 0.0008093593079232284, + 0.0008026116714861369, + 0.000801872304186365, + 0.0007956887751185501, + 0.0007825151061572398, + 0.0007821526277326296, + 0.0007741864496164816, + 0.0007725640509993573, + 0.0007677269643325311, + 0.0007663827911350893, + 0.0007648146728716955, + 0.0007617844171618722, + 0.0007609738658074624, + 0.000760690548788001, + 0.0007599075726942237, + 0.0007574436372845144, + 0.0007486766421646873, + 0.0007444663606267188, + 0.0007338481182727485, + 0.0007300493203744387, + 0.0007284527492179755, + 0.00072656270521648, + 0.0007166460462734136, + 0.0007160115594833803, + 0.0007123591025591502, + 0.0007071275403819345, + 0.0007059654834699263, + 0.000703336906588016, + 0.0007009249543864173, + 0.000700849035023314, + 0.0006973389533475618, + 0.0006951830466358401, + 0.0006949368633708303, + 0.0006930650362319652, + 0.0006864785743518651, + 0.0006848839721619814, + 0.0006792473909780855, + 0.0006736687181044986, + 0.000672214026046858, + 0.0006676586692262936, + 0.0006656273482048445, + 0.0006548866382038603, + 0.0006519588708786931, + 0.000648930475673977, + 0.000646754595209771, + 0.0006375779308566417, + 0.000637486239588327, + 0.0006370788114580628, + 0.0006359714929815116, + 0.0006317741769841668, + 0.0006312611019716289, + 0.0006303996070428128, + 0.0006280242755561552, + 0.0006268513099425891, + 0.0006254682623974095, + 0.0006245533369258452, + 0.0006239389126777991, + 0.0006228109827147984, + 0.0006128645117027735, + 0.0006060007099939564, + 0.0006046177273192711, + 0.0005981662254741934, + 0.0005973911989894947, + 0.0005973218021784727, + 0.0005959073100631515, + 0.0005941073254530231, + 0.0005892353266476604, + 0.0005854400373710305, + 0.0005811178392375388, + 0.000580982553623711, + 0.0005794227006438188, + 0.0005787843057029516, + 0.0005766165877184974, + 0.0005734369548180957, + 0.0005633619459813925, + 0.0005560573664980793, + 0.0005489761283040778, + 0.0005486815605186094, + 0.0005449970146042584, + 0.0005439520126522939, + 0.0005437127174393728, + 0.0005436943501184499, + 0.0005425888855700864, + 0.0005374562548855915, + 0.0005350627287792066, + 0.0005336488831993722, + 0.0005261583018826327, + 0.000524623115067651, + 0.0005195288559688736, + 0.0005174307586988128, + 0.0005143109304792901, + 0.0005126146824057688, + 0.0005112214644447684, + 0.0005096898069543828, + 0.0005072523756997303, + 0.0005056320328368931, + 0.0004984023783618648, + 0.0004976563238986586, + 0.0004962156798282727, + 0.0004952979316292, + 0.0004932161880928338, + 0.0004903585744317903, + 0.0004845306299295565, + 0.00048450748912872257, + 0.00048109900104534347, + 0.00047260954921683263, + 0.0004686670003413245, + 0.00046583946725555175, + 0.0004538183120814264, + 0.0004439640736408754, + 0.00044372903557503545, + 0.0004428776754393737, + 0.00044175748759518285, + 0.00044041265073596755, + 0.0004402505492009562, + 0.0004400691200126017, + 0.00043987632333070803, + 0.0004328347216871606, + 0.000430407313417943, + 0.0004248943417189583, + 0.0004223759003119432, + 0.00042006639762057153, + 0.00041941476680695274, + 0.00041439397131895527, + 0.00041438069408770945, + 0.0004128627966395672, + 0.00041232662710833756, + 0.00041152908462705026, + 0.0004105173469891905, + 0.0004093796151626484, + 0.0004083055602937159, + 0.0004072043071252484, + 0.0004065104809629293, + 0.00040639863586423234, + 0.00040579688203412785, + 0.0004044149863992349, + 0.00040038616597184285, + 0.00039873126047740276, + 0.00039792213281153926, + 0.00039430998185090366, + 0.00038826617201852086, + 0.000386557323868059, + 0.00038616737882108423, + 0.00038535127941957757, + 0.0003813462921454099, + 0.00038070949233679245, + 0.0003791802599872988, + 0.00037874228843044034, + 0.0003752041374905787, + 0.0003747432234017125, + 0.00037405536950779083, + 0.0003737990525387123, + 0.00037336087322961626, + 0.0003723674547889651, + 0.00036697170506132313, + 0.00036670986005112353, + 0.0003645807409066507, + 0.00035981610685521993, + 0.00035950690943733175, + 0.0003571420976018933, + 0.00035166722015070805, + 0.00035164375833736367, + 0.0003506281084925061, + 0.0003483131701919118, + 0.0003448003980850348, + 0.00034409854176131884, + 0.0003435389112353221, + 0.00034283157969780764, + 0.0003400360132410805, + 0.0003369938213137086, + 0.00033655398927166135, + 0.00033545385860588674, + 0.0003347281424453108, + 0.0003323750843809953, + 0.0003320270766284671, + 0.00033016145888118765, + 0.00032936527224713063, + 0.00032755605940830825, + 0.00032732117427394455, + 0.0003234149644298602, + 0.0003186182164245152, + 0.0003163198519061278, + 0.0003161872575637512, + 0.000314280326096638, + 0.00031336048129040157, + 0.00031248172477341336, + 0.00031128337816544756, + 0.0003100634923502936, + 0.0003086317887752123, + 0.00030421181486612676, + 0.000304127070122518, + 0.0003019767345699424, + 0.0002985801612494214, + 0.000296196371253742, + 0.00029537729036082115, + 0.00029537437432041564, + 0.00029104628896190295, + 0.0002903368203201802, + 0.00028704123504413854, + 0.00028606951071094485, + 0.0002848685055369854, + 0.0002841021813987823, + 0.0002815587765459199, + 0.00028036356581959105, + 0.0002782852910697027, + 0.00027701142838878367, + 0.0002758043821141719, + 0.0002708483039008514, + 0.0002584078461755685, + 0.00025775720271777584, + 0.0002545334046539773, + 0.0002516943220146797, + 0.00025019041528195603, + 0.0002490056341789439, + 0.0002485544989804599, + 0.00024815926148224815, + 0.00024267364175063532, + 0.00024110285596296298, + 0.00024034842587658393, + 0.00023907727537668475, + 0.00023752398623029378, + 0.00023622267570131046, + 0.0002357285802620162, + 0.00023473797862551236, + 0.00022570554629905787, + 0.00022273540136199003, + 0.0002211047755351246, + 0.0002161156768751919, + 0.0002151748408394007, + 0.00021488087076959356, + 0.00021417198063899357, + 0.0002120474335069258, + 0.00021199141110152034, + 0.00020980039895566888, + 0.0002064732016996985, + 0.0002034685466635409, + 0.0002034101961703704, + 0.00020289789245373342, + 0.00020188860014485393, + 0.00020129083800921266, + 0.00019997391911077565, + 0.00019960659764258845, + 0.00019921939684646196, + 0.0001972541675644646, + 0.00019341396833324115, + 0.00019330109969960073, + 0.0001910544028681999, + 0.00018991810212765347, + 0.00018976158713961271, + 0.00018948984703780618, + 0.00018906888805781107, + 0.00018779895085121258, + 0.0001850850520565491, + 0.00018505020251836997, + 0.00018451725646120398, + 0.00018310931527065042, + 0.00018308855307644473, + 0.0001814044840491505, + 0.00018138426061479945, + 0.00017917427145387505, + 0.0001788287373659886, + 0.0001749659341383677, + 0.00017398019224008115, + 0.0001739439081351732, + 0.00017168247312044485, + 0.00016814116494756306, + 0.0001670586676614216, + 0.0001662756118208329, + 0.00016614898796421206, + 0.00016555934763532533, + 0.00016391990792933317, + 0.00016252362002679374, + 0.00016220655948471645, + 0.00016187988141532262, + 0.00016090166533303112, + 0.0001598235338163808, + 0.00015855489717065636, + 0.00015637737867616868, + 0.00015633106518015682, + 0.00015607591026233958, + 0.00015501730824156126, + 0.00015431558077168677, + 0.0001524806809089078, + 0.00015191602123876586, + 0.00015058489287361475, + 0.00014979989192138798, + 0.00014977618364726378, + 0.00014573051693332498, + 0.00014548584462184037, + 0.00014544613874839003, + 0.00014540907910076816, + 0.0001445747206873155, + 0.00014320585050468893, + 0.00014274697522987206, + 0.00013975541048305548, + 0.00013964629359544927, + 0.00013944207039022987, + 0.0001387329515636949, + 0.00013747783567573157, + 0.00013671590872853544, + 0.00013644503344056126, + 0.0001358130482100644, + 0.0001343404286902786, + 0.00013213933771352642, + 0.0001315799908926104, + 0.00012815190837754074, + 0.00012599475256169963, + 0.00012598774910175067, + 0.000124719193142283, + 0.0001237149982736625, + 0.00012370342923024143, + 0.00012357238901422983, + 0.0001234323587775377, + 0.00012335892418516138, + 0.00012318979510598485, + 0.00012222886906887304, + 0.00012215611955786974, + 0.00012162100385024396, + 0.00012058748683797814, + 0.000120529579929383, + 0.00012001787150420654, + 0.00011956054928830572, + 0.00011948422165262487, + 0.00011906018970168206, + 0.00011720740855993445, + 0.0001161742040372822, + 0.00011513746529392525, + 0.0001120718262880922, + 0.00011135661441423769, + 0.00010949409919935254, + 0.00010754273285915325, + 0.00010688783352177722, + 0.00010685922029298263, + 0.0001064690655929093, + 0.00010640991617303699, + 0.00010578358109674353, + 0.0001033736918761224, + 0.0001002969297276462, + 9.95327531461853e-05, + 9.751777009566926e-05, + 9.66439262809207e-05, + 9.630579664018849e-05, + 9.490945078569948e-05, + 9.272524321043335e-05, + 9.243350942582967e-05, + 9.234645482948016e-05, + 9.132695968837236e-05, + 9.015351888233733e-05, + 9.007797517130869e-05, + 8.948064554921312e-05, + 8.912820058988717e-05, + 8.861900959778059e-05, + 8.702231734197374e-05, + 8.494504331489148e-05, + 8.454486778663782e-05, + 8.316647745384727e-05, + 8.297988646314138e-05, + 8.28616086744447e-05, + 8.265721920047944e-05, + 8.258403918866468e-05, + 8.128432334511533e-05, + 8.068777643474305e-05, + 7.817273450243577e-05, + 7.75967801901785e-05, + 7.635566684796485e-05, + 7.622335897055065e-05, + 7.61241690024242e-05, + 7.608278968727707e-05, + 7.574818731441674e-05, + 7.511499775508153e-05, + 7.48501068947421e-05, + 7.40805029798241e-05, + 7.372145819503619e-05, + 7.354629062614867e-05, + 7.295684221103252e-05, + 7.145163247466166e-05, + 7.125447923610975e-05, + 7.069719189174257e-05, + 7.052692067667477e-05, + 6.655287615753644e-05, + 6.577074548671835e-05, + 6.523209308668769e-05, + 6.398811635905761e-05, + 6.300347601019207e-05, + 6.211044151440627e-05, + 6.11042692486878e-05, + 6.02494917977549e-05, + 6.0231993359007945e-05, + 5.860538082444148e-05, + 5.7956021684769254e-05, + 5.718340336614042e-05, + 5.674059445806886e-05, + 5.648478054703715e-05, + 5.527821871008446e-05, + 5.497124960445297e-05, + 5.488656568518534e-05, + 5.4672927671526105e-05, + 5.462453799287597e-05, + 5.425012390156253e-05, + 5.41387239845271e-05, + 5.397336578431371e-05, + 5.3502117197834e-05, + 5.3014643532728914e-05, + 5.259629916614917e-05, + 5.1752583046494563e-05, + 5.152464618854223e-05, + 5.142523604685509e-05, + 5.109559270157399e-05, + 5.069520962232857e-05, + 4.7731704885900525e-05, + 4.716415707695308e-05, + 4.6553403182737135e-05, + 4.6546153177026914e-05, + 4.598303571550396e-05, + 4.5439600678799076e-05, + 4.491164172601935e-05, + 4.4764550887815346e-05, + 4.4664624529234485e-05, + 4.4596767753722696e-05, + 4.409687972691576e-05, + 4.290285124584932e-05, + 4.278746362822594e-05, + 4.230232155147579e-05, + 4.167383234289053e-05, + 4.1529326775155385e-05, + 4.1286219031357136e-05, + 4.057788734157026e-05, + 4.051875169052e-05, + 4.028679469595886e-05, + 3.9940311992641155e-05, + 3.989703680606878e-05, + 3.9853520265501354e-05, + 3.8542244965160533e-05, + 3.693961041387303e-05, + 3.4149746172181505e-05, + 3.2988195933035336e-05, + 3.2796426926335785e-05, + 3.2227543656137166e-05, + 2.989136044160997e-05, + 2.975391964451811e-05, + 2.9226097077270394e-05, + 2.895538456478232e-05, + 2.8840126788017193e-05, + 2.823816840058074e-05, + 2.7935451052422222e-05, + 2.7344317141909018e-05, + 2.7152616968947916e-05, + 2.687048591660389e-05, + 2.6776701145498085e-05, + 2.652572934068395e-05, + 2.6183167708460346e-05, + 2.5618274337532445e-05, + 2.4917972585953006e-05, + 2.4368166271488136e-05, + 2.3855264450814882e-05, + 2.3841673594179764e-05, + 2.3833836046448906e-05, + 2.363538825395561e-05, + 2.2588886809827792e-05, + 2.174365918928395e-05, + 2.0209653442015973e-05, + 1.969071450571516e-05, + 1.9268454966776024e-05, + 1.869840113334182e-05, + 1.811822991836862e-05, + 1.793156785723306e-05, + 1.785699749552258e-05, + 1.757773663227925e-05, + 1.7035374696080663e-05, + 1.6688207110469298e-05, + 1.6428769731538964e-05, + 1.630069212292274e-05, + 1.602824349222599e-05, + 1.5877010542157984e-05, + 1.5871362365593696e-05, + 1.5851461575822063e-05, + 1.582033278977191e-05, + 1.5796068415685622e-05, + 1.530092057196953e-05, + 1.5280212664722163e-05, + 1.527244290569987e-05, + 1.5242108244311005e-05, + 1.4476188034166867e-05, + 1.4291070068526311e-05, + 1.413202222284897e-05, + 1.3947071821519498e-05, + 1.366966660091843e-05, + 1.3663564251390008e-05, + 1.3304017455347816e-05, + 1.2976447723073035e-05, + 1.2436721958958739e-05, + 1.1821882721048411e-05, + 1.1445326613472543e-05, + 1.1407596039097363e-05, + 1.1285776782695385e-05, + 1.1164317810404709e-05, + 1.0852626372880449e-05, + 9.47498945820072e-06, + 8.725842874341239e-06, + 8.38450553302448e-06, + 8.337374338557471e-06, + 8.239458984249357e-06, + 8.230408659440242e-06, + 7.873546547875826e-06, + 7.847274506447058e-06, + 7.676025856248492e-06, + 7.323423462792211e-06, + 6.774790302907363e-06, + 6.467687668881062e-06, + 6.374769472990287e-06, + 6.274879078165786e-06, + 6.2375922413457134e-06, + 5.6262998248169015e-06, + 5.473093805847123e-06, + 5.313987727250743e-06, + 5.209792750216377e-06, + 5.146775060053947e-06, + 5.135701791858347e-06, + 4.979791899284114e-06, + 4.926196591720442e-06, + 4.735265711498169e-06, + 4.617081709635097e-06, + 4.566102189147863e-06, + 4.526394236582632e-06, + 4.314325153789351e-06, + 3.953973712002455e-06, + 3.912133237300113e-06, + 3.5520908549944704e-06, + 2.621066329144507e-06, + 2.6205726520842724e-06, + 2.5086830730837594e-06, + 2.20133538221068e-06, + 1.9473342134072127e-06, + 1.5619437158117664e-06, + 1.4599822659033862e-06, + 1.410347912549211e-06, + 1.3118719745745684e-06, + 1.2871140310877815e-06, + 1.248035982024656e-06, + 1.1976927869378756e-06, + 1.1342139120402806e-06, + 1.0948598983580371e-06, + 1.0444636059316587e-06, + 8.932890851996872e-07, + 8.782251789851046e-07, + 6.095519972186334e-07, + 5.12495069264104e-07, + 4.771028662775626e-07, + 1.4165999292865276e-07, + 1.0719636149114126e-07, + 9.173326165542122e-08, + 7.33273322538538e-08, + 2.2592193789163325e-08, + 6.740656465768056e-09 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 82.4, + "precision": 21.547619047619044, + "recall": 19.714285714285715, + "f1": 19.82905982905983 + }, + "selection": { + "precision": 0.5610978865786735, + "recall": 8.05194805194805, + "f1": 1.0490757318145238, + "jaccard": 0.5276966537038965 + } + } +} \ No newline at end of file diff --git a/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Depression.json b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Depression.json new file mode 100644 index 0000000000000000000000000000000000000000..bbaf77f541f4ecd3de71c48aa01e1677349ad816 --- /dev/null +++ b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Depression.json @@ -0,0 +1,3885 @@ +{ + "significant_genes": { + "Variable": [ + "AATF", + "AADAC", + "ACTMAP", + "A2M", + "ALPK2", + "ABCF2", + "ABCC6", + "ACADVL", + "ACSM4", + "ACSM5", + "ACOT4", + "AAMDC", + "ANKRD40", + "AASDHPPT", + "ADAMTS12", + "ABHD2", + "ACRV1", + "ABCB10", + "ACOT2", + "ACTN3", + "ADGRG4", + "ABCE1", + "ABCB8", + "AGR2", + "ABCC10", + "ABI3BP", + "ALDH4A1", + "ART3", + "ACAT2", + "ALDH1L1", + "AACS", + "ADGRE4P", + "ABCC13", + "ABCC8", + "ACSM2A", + "AFG1L", + "AK2", + "ABLIM3", + "AHCYL2", + "AADACL3", + "ABCA8", + "AGRP", + "ADAMTSL5", + "ADAMTSL2", + "ABHD17B", + "AEN", + "ABCA6", + "AFF2", + "ARHGAP24", + "ALDOB", + "ABHD1", + "ADAM21P1", + "ALKBH4", + "ADRA1A", + "ACSM3", + "ABCA12", + "ARL3", + "ABLIM2", + "AKAP7", + "ACBD6", + "ABHD13", + "ACTR2", + "ABCA11P", + "AARSD1", + "ABCB5", + "ACTR5", + "ABHD5", + "ACO2", + "ADCYAP1", + "AGER", + "ADAD1", + "ACTR10", + "ADCY9", + "ACMSD", + "ALAD", + "AOX1", + "ABCC9", + "ADAP2", + "ADGRD2", + "ACKR1", + "BPIFA4P", + "ANKZF1", + "ABHD12", + "ABHD17A", + "ARHGAP22", + "ARHGAP23", + "A3GALT2", + "ABCC4", + "ADH5", + "ADAD2", + "AIRIM", + "ANKK1", + "ACOT1", + "APBA3", + "ACTRT1", + "APLP1", + "AKAP1", + "ANGEL2", + "BBS5", + "ADGRG2", + "ASIP", + "ALOX12P2", + "ALDH1L2", + "ABRAXAS1", + "ABI1", + "ADGRG6", + "ADCY1", + "ACER1", + "APCS", + "AGAP7P", + "ACSL5", + "AP4M1", + "ABRA", + "ANO3", + "ALG1L1P", + "AKAP8", + "BMP5", + "ALX1", + "ADAM21", + "ALG9", + "AP2S1", + "ACKR3", + "ABCB4", + "ADCK5", + "BHLHE22", + "C1orf167", + "ALDH7A1", + "ANK3", + "AKR1B15", + "ABCA10", + "AARS1", + "ARSL", + "APLN", + "ANGPT2", + "APCDD1", + "ALDH18A1", + "APOBEC3H", + "ACACB", + "ABCB11", + "ABAT", + "ASXL1", + "ADAM5", + "ABCD1", + "ADA", + "C3orf20", + "AEBP1", + "ADORA3", + "ADGRV1", + "ATG10", + "ALDH16A1", + "HMGB4", + "ADK", + "ATXN1L", + "ABCF3", + "C2", + "ARFRP1", + "AKR1C8", + "AFDN-DT", + "ACTL10", + "ANKAR", + "CETN3", + "CTXN2", + "ARHGEF19", + "AFAP1L1", + "ADAMTSL4", + "ADO", + "ADIPOR1", + "ADAM32", + "AK3", + "ACTL6B", + "ACAP3", + "ARID1A", + "ANO1", + "ANKMY1", + "BANP", + "AADAT", + "ANKFN1", + "APEX2", + "CHRM1", + "ANKRD13C", + "ACTL7A", + "ADTRP", + "ADGRF2P", + "ANO7", + "ALCAM", + "CACNA2D1", + "AAK1", + "AP2A2", + "AP4E1", + "AP4B1", + "ASTE1", + "BAGE2", + "ADORA1", + "ACVR2A", + "COLEC10", + "ABHD11", + "ANKRD34A", + "APOLD1", + "C12orf43", + "AACSP1", + "CLEC4GP1", + "ABR", + "ACTR6", + "AIPL1", + "AHSP", + "AP5S1", + "ARID3C", + "AGT", + "ACP2", + "ATF1", + "ACVR1C", + "AURKC", + "ADAM22", + "ARHGEF16", + "ARHGEF15", + "ALPL", + "CNPY1", + "ADAMTS8", + "BDH2", + "ASPN", + "ANKRA2", + "ABRAXAS2", + "A1BG", + "ACSM2B", + "BMERB1", + "ANAPC15", + "ACSM1", + "ADAMTSL1", + "CA14", + "CAND2", + "CRTC3", + "CD109", + "AAAS", + "CAPN11", + "AMER3", + "C1orf216", + "ACP5", + "ARHGEF28", + "FUZ", + "ADCY4", + "ACOX3", + "AMPH", + "GARNL3", + "ADAM8", + "AMELX", + "AQP4", + "ANKS4B", + "DHX30", + "ARMH4", + "ADARB1", + "BRDT", + "BDNF-AS", + "ANKLE2", + "AMPD3", + "ATRX", + "AP1S1", + "AQP1", + "CLLU1-AS1", + "ARHGAP32", + "BCL2L12", + "CDH7", + "ALDH3A2", + "ADAMTS16", + "AIG1", + "CCDC27", + "AKAP14", + "CALR3", + "ATP5MC3", + "ABCB1", + "ANKIB1", + "ANOS1", + "SCTR", + "BAHCC1", + "AKIRIN2", + "FAM225B", + "ANKRD20A8P", + "ADGRB2", + "ASB16-AS1", + "BPESC1", + "ADAMTS10", + "ARLN", + "AGAP4", + "AICDA", + "ANKRD24", + "ANAPC2", + "ABCB9", + "AMHR2", + "C16orf87", + "ATAT1", + "ADAM7", + "DAZL", + "ACTBL2", + "ACOD1", + "BMAL2", + "CCAR2", + "COL11A1", + "ATP10D", + "FAM90A13", + "AVP", + "ACTG1", + "ANKRD31", + "ACBD5", + "BRI3BP", + "BCO2", + "ATAD3B", + "ACADL", + "APOBEC3D", + "CDYL", + "ADGRF4", + "CHRDL2", + "LOC654780", + "ADIPOR2", + "CLSTN2", + "CDKL3", + "MGAT5", + "ANKRD54", + "DUX3", + "BTNL2", + "ANKRD18B", + "AAGAB", + "ATXN2L", + "BRS3", + "AHSG", + "C3orf18", + "ANO2", + "ABI3", + "ARHGEF25", + "AMY2B", + "DAZ4", + "AKAP6", + "CHDH", + "AIF1", + "COQ3", + "ANAPC7", + "CBX8", + "CGREF1", + "GLRA1", + "BCAT1", + "AKR1A1", + "ATRNL1", + "LILRA3", + "C10orf55", + "DHDH", + "ANKRD18A", + "BCL9L", + "AKNA", + "BRWD1-AS2", + "ABCA3", + "AADACL4", + "ABCA9", + "TRIM42", + "ABCA1", + "ATF6B", + "AAR2", + "ACO1", + "ADGRL1", + "ADAM15", + "CACNA1A", + "ACTN2", + "CFAP20", + "ADAMTS1", + "DEFB103A", + "AFDN", + "ASAH1", + "CHRM4", + "CASP9", + "C1QBP", + "DLST", + "ANAPC4", + "AKIRIN1", + "ADGRL3", + "C7orf57", + "CHD1L", + "CLEC4M", + "CARD19", + "ADGRA1", + "CENPL", + "CCDC116", + "ADGRE3", + "ACR", + "ASB12", + "DAPL1", + "CHST2", + "ADAMTS7", + "C1orf53", + "SNORD113-5", + "ACYP1", + "ADAMTS4", + "BMP2KL", + "PAFAH1B3", + "AKR1C4", + "ACOXL", + "AZGP1", + "ADAM17", + "ABITRAM", + "COL13A1", + "AGPAT3", + "ARMCX5", + "ATP6V1F", + "AGBL2", + "ANXA2P1", + "ADORA2B", + "AGAP11", + "ANK1", + "ARHGAP10", + "DRAXIN", + "AMDHD2", + "ARSB", + "CFAP53", + "AXIN2", + "ABO", + "AGPAT4", + "ANKRD35", + "ANKRD20A2P", + "AASS", + "ABCD2", + "ADH4", + "APMAP", + "CLDN3", + "CDC14C", + "ANKRD20A11P", + "ARRDC1-AS1", + "AATK", + "CLTCL1", + "HRG", + "CNTNAP1", + "ACYP2", + "DUOXA1", + "A4GNT", + "CSNK1E", + "ANXA8", + "ADGRA3", + "ARHGAP5", + "AQP6", + "ATP5PD", + "CARMIL1", + "CATSPERE", + "ADAM18", + "AGRN", + "C5", + "ANP32E", + "AGO2", + "BIRC2", + "CRTAP", + "BTBD16", + "FBXL2", + "DTX1", + "ATP6V1G3", + "ANKUB1", + "ALPK3", + "ABTB1", + "CLIP3", + "LOC613038", + "CNR2", + "APEH", + "ACAT1", + "NLRP3", + "CARNS1", + "C16orf78", + "FANCB", + "MIR302B", + "KCTD21", + "APOL6", + "ATP13A2", + "CHRNB2", + "AMMECR1", + "ANLN", + "CBLL1", + "TMEM52", + "PBX3", + "CCDC42", + "BAIAP2", + "ADRA2A", + "ADGRF1", + "CLCN1", + "ANKRD27", + "ARR3", + "MIR602", + "ALYREF", + "BCHE", + "GINS2", + "CCDC144A", + "EPS15L1", + "CPE", + "CLN8", + "ARL14", + "AFM", + "ASB18", + "CPNE9", + "CCDC146", + "BCAM", + "ACSS3", + "CCDC83", + "C8orf58", + "IL1RAPL2", + "COL5A3", + "CPT1A", + "ADIPOQ", + "PKD1L1-AS1", + "CLDN23", + "RASD2", + "ABHD8", + "BBIP1", + "ACAP2", + "CFAP141", + "E2F1", + "PADI3", + "BOC", + "ATP6V1G2", + "BEND4", + "AGAP6", + "AGAP10P", + "BST1", + "ATP6V1B1", + "RLBP1", + "C10orf53", + "INSM2", + "CCNK", + "COL4A5", + "ARID5B", + "EXD1", + "IFITM5", + "C3AR1", + "AWAT2", + "EDIL3", + "BMPER", + "CNTN4", + "AVPR1A", + "CDKN1B", + "CACNA1H", + "ALKBH7", + "BRD1", + "BDKRB2", + "LOC646804", + "ANXA9", + "CITED1", + "GDPD5", + "ABCF1", + "LOC727980", + "CRTC1", + "BNC2", + "KCNH3", + "ANKRD40CL", + "ANKRD2", + "CLDN1", + "KCNH5", + "COL15A1", + "ASPHD1", + "FST", + "ASIC1", + "ALG6", + "ABCC2", + "FGFR2", + "ACTA1", + "ATP12A", + "BARHL2", + "THOC6", + "ADCY2", + "CELF6", + "AMPD1", + "AGO1", + "BMP3", + "FABP2", + "DEFB107B", + "ARL17A", + "ASCC2", + "ABCB6", + "GCK", + "BPY2", + "CHRM5", + "CGB1", + "CSMD2", + "DPEP1", + "CPZ", + "IQUB", + "CEACAM18", + "CHSY1", + "ADAMDEC1", + "ARMCX3", + "APOC3", + "FIGLA", + "CABIN1", + "ARHGAP31", + "DUX4L8", + "TACC2", + "C1orf105", + "NQO2", + "PRODH2", + "AMELY", + "ATP5MF", + "B3GNT7", + "ANP32A", + "AKR1C6P", + "IER5L", + "BIRC8", + "ALDH2", + "CCDC71", + "C2CD6", + "CHPF2", + "ACKR4", + "CACNG6", + "ABHD14B", + "XKR7", + "FTCD", + "ANKRD16", + "BLK", + "ENPP6", + "ATE1", + "AXIN1", + "CHKB", + "AKR7A2", + "ARFIP2", + "AP1M2", + "AMFR", + "DNAH5", + "CERS4", + "CORO1B", + "C20orf96", + "CAPNS2", + "BCAS4", + "ALDH9A1", + "ADIG", + "ACTC1", + "AMBN", + "ATN1", + "ADRB3", + "ATP2B4", + "CACNA1F", + "CLDN6", + "MOCOS", + "HPN", + "AP3D1", + "ASPSCR1", + "AKAP10", + "NUS1P3", + "CPLX1", + "ETV5", + "KIAA1217", + "FRK", + "ARHGAP12", + "AGBL3", + "FAM90A16", + "L1CAM", + "CRLF1", + "ADRM1", + "CLCA4", + "CSH1", + "ARHGAP8", + "C1S", + "CLCNKA", + "NSMCE1", + "ASNSD1", + "CAVIN4", + "ABCG4", + "CCNB2", + "ACLY", + "ADGB", + "ARPC5", + "DYNC2H1", + "RER1", + "ARHGEF7", + "MRGPRX1", + "EGFL8", + "HDGF", + "BCO1", + "CTSL3P", + "AHCY", + "CRYBB3", + "ALDH3A1", + "CFAP298-TCP10L", + "ARMS2", + "CCHCR1", + "ANKRD53", + "CAD", + "FRAS1", + "CCL15", + "ABCC3", + "BZW1", + "ANXA4", + "CCDC162P", + "CCDC191", + "FFAR4", + "ALDH1A3", + "GRAMD1B", + "CA6", + "ANKS1B", + "BUD31", + "KRTAP23-1", + "GLI4", + "CATSPERD", + "AGTR2", + "ADA2", + "ADCYAP1R1", + "CBR1", + "CEP72", + "DSCAML1", + "ARMC8", + "ARL13B", + "ADGRG7", + "AGPS", + "BPIFB4", + "ELOA3BP", + "ANKRD11", + "ARF5", + "CELP", + "DLX6-AS1", + "FAM187B", + "BLCAP", + "ALKBH5", + "AGBL1", + "CXADRP2", + "AKT2", + "APOBEC4", + "CNTF", + "ASB17", + "BCS1L", + "CDRT4", + "FAM120C", + "ALG10", + "ALKAL1", + "CCDC152", + "ANXA10", + "CSF1", + "EFNB1", + "DRD3", + "BCL10", + "TMEM171", + "CDCP1", + "MTSS2", + "COG7", + "ARMC7", + "ALDH3B1", + "ANGPTL1", + "C1QL4", + "CD300E", + "EPCIP", + "ATOSB", + "CLIP2", + "ABTB3", + "APOB", + "OR8H1", + "SNORD51", + "C8orf74", + "CD72", + "CDH18", + "ATP5PF", + "BOD1", + "ADHFE1", + "APRT", + "CDC42EP2", + "ADAM19", + "ISL2", + "C17orf50", + "RAD54L", + "CCR5", + "BAGE", + "HCRTR2", + "GPR83", + "MIR524", + "KIAA1210", + "ARHGAP35", + "ATP2A1", + "CD19", + "ANKRD20A1", + "DRGX", + "C11orf87", + "CRCT1", + "ZNF843", + "ARSJ", + "OR1A1", + "LOC100130872", + "ASIC4", + "GLDC", + "FAAP24", + "LOC100131496", + "CCT4", + "BRD3OS", + "CCDC13", + "SPIRE2", + "ATP6V0A1", + "LINC00696", + "CMC2", + "ATP5MK", + "KLK2", + "C11orf98", + "ARG2", + "WNT1", + "ALKBH3", + "CES5A", + "IFNA5", + "CRY2", + "MYL9", + "LACC1", + "AGAP9", + "ADGRG1", + "COX11", + "CLEC11A", + "B3GNT3", + "OMD", + "ARL17B", + "H3C2", + "BAD", + "LOC647264", + "DNAH17", + "ARL5C", + "PKD2L2", + "CD38", + "ABCG1", + "COMP", + "RBFA", + "CCDC144NL", + "LOC729218", + "FMN2", + "ASCC1", + "COL18A1-AS1", + "ADNP2", + "NXF4", + "KCNJ5", + "DDX43", + "BBLN", + "TBX6", + "LIMA1", + "ARHGAP9", + "HSD11B1", + "BAK1", + "NPDC1", + "ASIC5", + "CDK9", + "ADPRH", + "HEBP1", + "MIR629", + "BTNL3", + "ANXA2", + "EXOSC2", + "AKR1C1", + "GEMIN4", + "ACTRT3", + "KCMF1", + "TOP1MT", + "CDH22", + "CA5A", + "MIR1915HG", + "BPHL", + "DNAJC5B", + "HLA-DOB", + "CNTNAP2", + "FAM219A", + "CENPM", + "MVK", + "ADAM10", + "AUNIP", + "CSPG4", + "CLBA1", + "ASB13", + "GPR152", + "DNAH14", + "CHRDL1", + "C2orf15", + "HENMT1", + "SPACA5", + "FAM210A", + "ADH5P4", + "CLHC1", + "HLA-C", + "IL22", + "ELFN1", + "CCK", + "MIR620", + "MYL10", + "SNORD91B", + "ARRDC5", + "OR8G2P", + "CHI3L2", + "CD4", + "MIR141", + "ASB3", + "DSCR9", + "AGK", + "AMH", + "GPX3", + "MIR548Q", + "AKT1S1", + "NAV3", + "PNKD", + "ATP10A", + "CLK2", + "PBLD", + "C2CD4D", + "MUC15", + "LZTS1", + "ASIC2", + "CCDC144CP", + "DNHD1", + "EPHA2", + "ADRB1", + "BDH1", + "CNGA4", + "ATL3", + "GCC2", + "AHSA2P", + "BPI", + "MPV17", + "C12orf50", + "TRPM4", + "ERICH4", + "GAS1", + "BABAM1", + "LIMD2", + "MAP1LC3C", + "MIR494", + "AFG2B", + "DANCR", + "C12orf76", + "DNAJC17", + "BAG3", + "CYP4Z2P", + "BAZ2A", + "ACOT11", + "AGPAT5", + "LCE4A", + "BORA", + "CDK3", + "CCIN", + "DMWD", + "ATP1B1", + "DMP1", + "LYSMD4", + "CCNB3", + "ADCY7", + "ACTR3B", + "NR2F2", + "ERCC6", + "ADD3", + "CDK5RAP1", + "ADSS2", + "CLEC12B", + "ANKRD22", + "EML5", + "PPIL6", + "ODAD3", + "GRHL3", + "RCN3", + "CYP4Z1", + "BLOC1S2", + "CHRNB1", + "ALS2CL", + "CTIF", + "C2CD4A", + "ARHGAP19", + "TMSB15A", + "APOE", + "CAPN14", + "CD180", + "CCDC7", + "MIRLET7C", + "AMER1", + "HNF1B", + "C1QA", + "DERPC", + "H2BC21", + "ARIH2OS", + "CCDC148", + "FAM87A", + "C1orf21", + "APOH", + "INO80C", + "DBX2", + "KLK5", + "ADAMTS3", + "AZU1", + "COL26A1", + "GMDS", + "CCNQP1", + "C1orf146", + "MRPL34", + "ZNF607", + "CD177", + "CDCA2", + "B3GNT5", + "AP1G1", + "CFHR1", + "ADGRG3", + "BTNL9", + "CHRNB4", + "C3", + "COX5B", + "FKSG49", + "DIS3L", + "KCNA1", + "LRP3", + "DDX56", + "C11orf16", + "CDH16", + "EMID1", + "CCDC85B", + "CABP5", + "COMMD7", + "C1GALT1", + "RCN1", + "MIR455", + "CEP63", + "GCOM1", + "CHAT", + "ANKRD28", + "DNAI3", + "AGL", + "ARL8A", + "CBLN1", + "LTC4S", + "HOXA11-AS", + "CBLL2", + "CD101", + "CSNK1A1P1", + "ENTR1", + "BMP1", + "KRCC1", + "APEX1", + "FAM120B", + "CCM2", + "CLIC4", + "CLPSL2", + "DISC1", + "EME1", + "DEFA6", + "GJA4", + "FAM90A20", + "KRT81", + "CSPG5", + "CPXM2", + "MRPL9", + "GNRHR2", + "GABRB1", + "AFF4", + "BHLHE23", + "AFF3", + "HOXD10", + "DRD1", + "SUPT16H", + "DPEP3", + "LDLRAD3", + "AGXT2", + "BAZ1B", + "AQP11", + "ADSS1", + "NCK1", + "RIN1", + "HAS1", + "ATP1B2", + "CMTM8", + "DHRS3", + "SFMBT2", + "FILIP1", + "GRM4", + "MAGEA2B", + "ATP1A1-AS1", + "AASDH", + "DEFB130A", + "OBSL1", + "KANK1", + "CDC42SE2", + "EIF4ENIF1", + "NWD2", + "ATG2B", + "FABP5P7", + "LRRC36", + "BICDL2", + "PRSS37", + "HDX", + "IRX5", + "CAPN3", + "LOC151760", + "SAMD13", + "ADAMTS5", + "ALOX5", + "PBK", + "AIFM1", + "COQ4", + "ELMOD2", + "NMU", + "ARHGAP29", + "BCL7B", + "HSD3B2", + "ADGRG5", + "B3GALT6", + "CRISP3", + "COX14", + "MFSD5", + "ARSK", + "CREBL2", + "CAMTA2", + "PHLDB1", + "AGTPBP1", + "MIR29B1", + "FYB2", + "CEP135", + "CDC40", + "GLYAT", + "ECE2", + "GDF9", + "GIP", + "AMMECR1L", + "RBP1", + "IL19", + "BBS10", + "ACTN4", + "RIMBP3C", + "UCK2", + "SPESP1", + "MIR761", + "ACSS2", + "SVOP", + "PCDHGA4", + "ADGRB1", + "FOXF2", + "GATA1", + "EPHA1", + "CASK", + "PAGE1", + "AP5M1", + "FAM90A19", + "ADAMTS20", + "PRSS53", + "LTB4R", + "CLTC", + "TBPL2", + "B4GALNT3", + "CIAPIN1", + "SPACDR", + "MRO", + "ACSS1", + "BMX", + "LAMB2", + "OVGP1", + "BNIP1", + "HOXD9", + "DMAC2L", + "ANGPTL7", + "NMRAL1", + "GGT7", + "CEMP1", + "FAM170B", + "CNTROB", + "RENBP", + "CD209", + "INSM1", + "PGAM1", + "MRPL28", + "CDRT15P1", + "ART5", + "BOLA3", + "BIRC6", + "FGF17", + "CDK8", + "BARX2", + "AFAP1", + "SNORD119", + "NEURL2", + "IL6ST", + "DCAF8L2", + "ARHGAP11A", + "ADGRD1", + "CUL3", + "MMP15", + "KCNC4", + "ACSL6", + "AKAP11", + "ZNF454", + "CDK15", + "LIN54", + "DPPA2", + "SNORA25", + "ADAT1", + "CCNF", + "LOC391322", + "PCDHGB8P", + "DCUN1D2", + "CCP110", + "CECR2", + "ATP6V1E2", + "ADRA1B", + "CYP39A1", + "STX5", + "MMP8", + "GTF2F1", + "RBMY1A1", + "HRNR", + "PPARA", + "BAG4", + "CSNK1A1L", + "BAG6", + "APIP", + "CARD11", + "BBS4", + "ADORA2A", + "NR0B2", + "C6orf118", + "CCKAR", + "GTF2A1L", + "CTPS2", + "ARMCX5-GPRASP2", + "SMPDL3B", + "BCAR4", + "AJM1", + "CHRNB3", + "AMZ1", + "TP73", + "KCNT2", + "SNPH", + "ATP2B2", + "CLDN22", + "ASZ1", + "EHD3", + "RRH", + "IL12B", + "COIL", + "DYRK1B", + "MECR", + "DOK5", + "CALML3", + "OR4S2", + "AOC3", + "PRPF38B", + "TTC31", + "BIN1", + "F10", + "MAJIN", + "XAGE3", + "CXCR3", + "DPRXP4", + "BLVRB", + "PUDP", + "LAMB3", + "ADAM20", + "APRG1", + "CCL17", + "AMN1", + "JAG1", + "CLASRP", + "DRC12", + "CERS5", + "ALDH1B1", + "IL12RB1", + "APOL2", + "SGPP1", + "BTN2A3P", + "FSCN2", + "CYP2F1", + "ANXA3", + "FAM221B", + "SCGB3A2", + "OR5I1", + "CDHR4", + "HCG27", + "ACTN1", + "CALHM1", + "CNTN6", + "FAP", + "COMMD4", + "CD300LD-AS1", + "PPM1H", + "HDHD3", + "LOC727884", + "ARFGEF3", + "GAD2", + "AEBP2", + "CATSPERB", + "GALP", + "B3GALT5-AS1", + "DEFB131A", + "MT1JP", + "WDR48", + "ANGPTL4", + "INO80", + "KIF22", + "CRTAM", + "ASAH2", + "ATG4A", + "RNF185", + "MEGF8", + "MARK1", + "PNMA8B", + "ATP2A3", + "KLHL8", + "ERICH5", + "LCE1E", + "CPNE4", + "MAGEB3" + ], + "Coefficient": [ + 0.040974607373041906, + 0.035517481467671225, + 0.03264153389818451, + 0.03238109204059424, + 0.03209512241576696, + 0.027652248079951723, + 0.027283197618712052, + -0.026589272664812705, + -0.026339576325734457, + -0.025944280329705444, + -0.025484137523563773, + -0.024951152183538158, + 0.024474675272125945, + -0.024436106205736906, + 0.024358272035223713, + -0.023943694949634543, + 0.023899781808298895, + -0.023742329032737902, + -0.023321499159347687, + 0.02293735499607442, + 0.022624500874144006, + 0.022446762812660063, + -0.02236631410319408, + 0.022154251552142408, + 0.022036924054285124, + 0.021930025237528936, + 0.021896568736955963, + 0.021490048622903855, + -0.020964377200168513, + -0.02051615667514217, + -0.019970433475079798, + 0.019146315007368277, + 0.01900703673550175, + -0.019003499432474626, + 0.01871145219023407, + -0.018512162979796347, + -0.018327700545100082, + -0.01774131026465164, + 0.01754362379264424, + 0.017533511113667355, + -0.01751564530739402, + -0.017403546373470007, + -0.017322010476554954, + -0.017246811548602713, + -0.01701848473412351, + -0.016687810507423666, + 0.016033585789832164, + 0.015700427164322062, + 0.015590008105157642, + 0.015570871572745218, + 0.015432841513369638, + -0.015217270356243968, + -0.015158078176717136, + -0.015019662613276084, + -0.014877746669264167, + -0.014689226961443232, + 0.01438813056957578, + -0.014256400502278757, + -0.01391487285403582, + 0.013805590533251328, + -0.013753251968637435, + 0.013587683410841609, + 0.013544213427651776, + -0.013468602335282133, + 0.013272370704353028, + -0.013265608216851736, + 0.01315996137683047, + 0.01306573184452404, + -0.012861182247450382, + -0.012730470165738148, + 0.012709025810200843, + 0.012692208208140071, + 0.012680778995886459, + -0.01255984070600081, + 0.012367933147513303, + -0.012273060396874274, + 0.012158847620761784, + -0.012088488464139659, + -0.01208008710020387, + -0.011970658829046079, + 0.011808513125182373, + 0.011602142047645734, + -0.011598347056585006, + 0.011496997977925609, + 0.011448828284343425, + 0.011431452391894997, + 0.011418974749156792, + 0.011376290936717664, + 0.011213236177565112, + -0.01113274481758112, + 0.011123496327023889, + -0.01110612550923699, + -0.011094317977549952, + 0.010866477132178289, + 0.010763560619926126, + -0.01072384459790832, + -0.010594005217263674, + 0.010547699219759543, + 0.010526059780676738, + 0.010177655702190367, + -0.010153460635387279, + 0.01008048184203539, + 0.009976845048226223, + 0.009883665119175544, + 0.00981470611644927, + -0.009697256981699123, + -0.009687956652740458, + -0.00968298717175794, + 0.00966548545972343, + -0.009578644632701526, + -0.009505657450010658, + -0.009470180875168169, + 0.0094687655082868, + -0.009437755138847013, + 0.009433331455149178, + 0.009420117280757654, + 0.009334923410622198, + -0.009315494085407541, + -0.00928406012623246, + -0.009261756370578512, + -0.009175074895410768, + 0.009130987340547797, + -0.009072178652114597, + 0.008920990544084451, + -0.008779126594193385, + 0.008746618939814727, + 0.008672917727982827, + 0.008651282657883449, + 0.00864823488463408, + 0.0086280930082332, + 0.008610527901628487, + -0.008585703761002128, + -0.00855818012585016, + -0.008556593600135139, + -0.008537091524693981, + -0.008455171392870596, + -0.008448191039264084, + 0.008340387661162187, + -0.00829444035094444, + 0.008293461126791113, + 0.008235936381854122, + 0.008231050626471132, + 0.008188363034432324, + 0.008186471878897162, + 0.008084413408134856, + 0.007986351702159961, + -0.007970922490182287, + 0.007912780653022764, + -0.007817004368581676, + -0.007749754559616131, + -0.007748205719995631, + -0.007748180633717964, + -0.00773063577721175, + 0.007717946055548857, + -0.007698285982528551, + -0.007697497184903668, + -0.007661130926409324, + 0.00757395740864115, + 0.007526960720978566, + -0.00733704211753714, + 0.007330730362873858, + 0.007311882117813842, + 0.007217262125459689, + 0.00721210346010096, + -0.007153636211636512, + 0.007148627043941008, + 0.007139011589522606, + -0.007127320267653976, + 0.007094951217437217, + -0.0070561990200140165, + 0.007000548127855506, + 0.006827003323952841, + 0.006772101928739799, + -0.006708048697543709, + 0.006690877817994845, + -0.0066612585605008755, + 0.006631866793432001, + -0.006626909345591714, + 0.006610961718632474, + 0.006603924023821156, + -0.006602377919014747, + -0.006508330425283846, + -0.006445108479585633, + 0.006417652910781875, + 0.006389217833102236, + 0.006276634733638173, + -0.0061399629000799556, + -0.0061098854207769894, + 0.006096034171324423, + 0.006089937389581254, + -0.006069909803581001, + 0.0060662495374829125, + 0.006050816954571246, + 0.005951183346509042, + 0.005920323681712851, + 0.005911825512573364, + -0.005865703750537343, + 0.005864378404093423, + -0.005806051369893933, + 0.005788706717724231, + 0.005771917197543782, + -0.005757667840977012, + 0.005755024763091997, + 0.005754954461848458, + -0.005751337856787115, + 0.0057436441620151175, + -0.005729346109596434, + 0.005699162822192789, + 0.00568735089233121, + 0.005680378457985435, + 0.005674144771703355, + -0.005674030934916535, + 0.005669822213045931, + -0.005647613665099873, + -0.005641172634756411, + -0.0056201111391489525, + 0.005464551121710462, + -0.0054352333717050776, + 0.005421281131284291, + -0.005419000547384629, + 0.00540708095882382, + -0.005391927575947832, + 0.0053630253521523615, + -0.005278820360823215, + -0.0052297288161374696, + 0.005206632535252623, + -0.005189959461393537, + -0.005159678811832254, + -0.005087361693941695, + -0.005056245678511377, + -0.005049402790572457, + -0.005022589356436292, + -0.005002196467760916, + -0.004993069939780055, + 0.0049653129541814235, + 0.004822125290369785, + -0.004776556186767275, + 0.004749683707674249, + -0.004740645349976843, + -0.004726737647223846, + -0.004710122053700451, + -0.004701792848527088, + -0.004667568771033338, + -0.004646870083911869, + -0.004633607862503464, + 0.004609855099421063, + -0.004605334230758148, + 0.004592534774007524, + -0.00458782639591897, + 0.004519096437434679, + -0.004470727163272861, + -0.004468856747697103, + 0.004418706966415163, + 0.0044163774563349256, + -0.004396825332010031, + -0.004371153410789478, + 0.00436362852649978, + 0.004360306701482577, + -0.004319935398584894, + -0.004313462847447267, + 0.004288347267255854, + -0.004266327518091775, + -0.004261635794845122, + 0.004253021628679078, + -0.004237872833179129, + -0.0042312955624293665, + 0.00422143496082194, + -0.004217935444738226, + -0.004205505291217717, + -0.004199476032563631, + -0.00417763014507761, + 0.004176107326126893, + -0.0041669337373822606, + -0.004165627746032334, + -0.004141169700391746, + -0.004111843397083873, + 0.0041103576874744596, + -0.00409796421991717, + -0.004087083400367879, + 0.004086372731554743, + -0.004079853444723112, + 0.00407901024769526, + 0.004075932330854795, + -0.004055404884146927, + -0.0040504246569591194, + 0.00404650461120564, + -0.004019823366034153, + -0.004016758380031177, + -0.0040118487529866385, + -0.003999992113538518, + 0.003993266596462867, + 0.003981515056456085, + -0.003949465583087825, + 0.003945386651060148, + -0.0038616101980239615, + -0.0038365971771584487, + -0.0038318010001182987, + -0.0038304841106065416, + 0.00375424751493564, + -0.0037400068737389698, + 0.0037397948318018646, + 0.00372993474915278, + -0.0036907629976114485, + -0.003678279286732298, + -0.0036630993132614606, + -0.0036579806118583174, + -0.0036276205048070245, + 0.0036243235783940007, + 0.0036161831263868418, + 0.003600155642067338, + -0.0035891434463094633, + 0.0035865607016898424, + 0.00356821134851967, + 0.0035638676854592485, + -0.003557436108723982, + 0.0035466216824617696, + -0.003541185706287176, + -0.003523091332639859, + 0.0035198597012565617, + -0.003516603745919529, + -0.003510868547250801, + 0.0035073342143339486, + -0.0035023965443778875, + 0.0034941982436046152, + -0.0034806702457211174, + -0.0034515028833279346, + 0.003448447411936673, + 0.0034452144860202256, + 0.003427090448880643, + -0.0034256574288620747, + -0.0034237658141001636, + 0.003405177434166365, + -0.003401346907339962, + -0.0033893501831660138, + -0.003376829126373067, + -0.003372664747851755, + 0.0033647928275901745, + -0.0033613117791007814, + -0.0033505584104576297, + 0.0033471956085020893, + -0.0033352921590826265, + -0.0033289829833367704, + -0.0033169846749782554, + 0.003297784873524178, + -0.0032964820671392042, + 0.0032253054132357884, + 0.003220192904150187, + 0.003217529924827112, + 0.003206918999078097, + 0.00315749541288419, + -0.0031558083014628976, + -0.0031433902967076956, + 0.003141957268191017, + 0.0031323095275213515, + 0.0031312860067591315, + 0.0031292304203885775, + -0.0031221708260003905, + -0.0031206794660866297, + 0.0031195162794165144, + 0.003110724638546202, + -0.003101148997917117, + -0.0030975926200573563, + 0.0030968104680332564, + 0.0030904318429655904, + 0.003087900275587242, + 0.0030829853813525068, + -0.003071670203344702, + 0.003070743409970083, + 0.0030704334763595434, + 0.003063948730612278, + -0.0030582163869914214, + 0.0030413783747051553, + 0.003028103252822341, + -0.003027181887046708, + 0.003018134631276087, + 0.0030053536649614987, + -0.002997939669019657, + 0.0029929688233266954, + 0.0029878281338412186, + 0.0029756723584600173, + 0.0029738931913675048, + 0.002971715904055512, + -0.0029683672517177564, + -0.0029652088249984294, + 0.0029331853075948893, + -0.0029324347160137867, + 0.002918706772106866, + 0.002884190457482378, + -0.0028754994385074327, + 0.0028496169864185854, + -0.0028398873618250523, + 0.002832756590303123, + -0.0028152086529751067, + 0.0028056017994514105, + 0.002800596722056983, + -0.0027614176546166486, + -0.0027497284585400582, + -0.002723561613334621, + -0.002721148404093273, + 0.0027199709946447684, + -0.002712487013347111, + 0.0026996606996572458, + -0.0026984549541632925, + 0.0026801939395611693, + -0.002675839811981403, + -0.0026694521898136528, + 0.002650387803110195, + 0.002630135157287577, + 0.002629944729304518, + -0.0026272769597300446, + -0.0026250334664178177, + 0.0026232059223442747, + -0.002587542782714504, + 0.0025810213870274884, + -0.002560357106708447, + -0.0025595841379104944, + -0.0025557466994710638, + -0.0025494818836951233, + -0.0025433167721835258, + -0.0025089764368408274, + 0.0024955152766649794, + 0.002471464132007483, + -0.002450681929364293, + -0.0024367105282725723, + 0.0024351123641912203, + -0.002422858327185293, + 0.0024151675464980952, + 0.002401738053825565, + -0.0023989840094382356, + -0.0023642722263974027, + -0.0023639678919779366, + -0.002357243934692799, + 0.00235672116056589, + 0.0023517321007296694, + -0.002343096693929108, + 0.002339404606060028, + -0.0023392801315798763, + -0.0023317594924668603, + -0.0023312612754408874, + 0.0023259095810583734, + 0.0023245945945685677, + 0.0023199590620501765, + 0.0023192955351932325, + -0.0023041590937788107, + 0.002277882154843505, + 0.0022713429945719083, + -0.0022604249272670115, + 0.0022485233924598134, + 0.0022454005828690385, + 0.0022309579232013786, + 0.0022263778469358386, + 0.0022161887231649815, + 0.0022000892920734936, + 0.002195149633093308, + 0.0021911281812074437, + -0.002177316697691118, + -0.0021484166239525795, + -0.0021475847388479114, + 0.002140193116399265, + -0.0021115889465540523, + 0.002089359309225193, + -0.002086501370426206, + -0.0020741866257038112, + -0.002071592580977111, + 0.0020669151740083814, + -0.002065741627121692, + -0.0020626127110511434, + 0.0020575609956818286, + 0.002048526955122767, + -0.0020342954639958805, + -0.002029940715366318, + -0.0020254895723306313, + -0.002017358923363759, + 0.0020098789548877085, + 0.0020082471377629862, + -0.002007097861459603, + 0.0020029901383761275, + -0.0019955214412852042, + 0.0019826042643954606, + -0.0019745174769849835, + 0.0019683438278957424, + 0.0019397767574873275, + -0.0019349691416024144, + -0.0019281011044452283, + 0.0019224384009841927, + 0.0019094257323708328, + 0.0019082393014819522, + 0.0019051409294221287, + -0.0018959547114421745, + 0.0018959033948996932, + 0.001895282169858395, + 0.0018876114909845113, + 0.0018765849992624566, + 0.0018679008376014743, + 0.0018662489779723173, + -0.001859154303017347, + 0.0018549757939977799, + 0.0018505332586743186, + -0.001833387296207452, + -0.0018261894364609863, + 0.0018061383301520486, + 0.001800604126522669, + -0.0017969980375509725, + -0.0017964253202047845, + -0.0017747172539282947, + 0.0017569240930492274, + 0.001756885573710914, + 0.0017557524123769323, + -0.0017469479346602056, + -0.0017466565681552874, + 0.0017401397363620526, + 0.0017332784783925335, + -0.001729080335746903, + -0.0017259044893687008, + 0.0017156433528416335, + 0.0016751670180442763, + 0.00166884564723754, + -0.0016641631319326388, + 0.0016640812386916437, + -0.0016582632348895031, + -0.001655907534655565, + -0.0016526124000349111, + 0.0016359970423386948, + -0.0016268822167290402, + -0.0016187211098859931, + 0.0016157481599152702, + 0.0016003018910208985, + -0.001599991533166216, + 0.0015953104518780055, + 0.0015905928370829564, + -0.0015847000566023147, + 0.0015836787804287041, + -0.0015832383492256305, + 0.0015753609048560718, + 0.001574706624674222, + -0.0015720001895331698, + -0.0015699513458380288, + -0.0015638337029812964, + 0.0015629863855176607, + 0.001561889003607567, + 0.001555038877442055, + 0.0015428763513646317, + -0.0015387253953109904, + -0.0015349877816286334, + -0.0015330374263739963, + 0.0015141762152017417, + 0.0015140320003369375, + 0.0015091071544900657, + -0.0015026305547721028, + 0.0015025804466798558, + 0.0014946649851135451, + -0.0014945911197752067, + -0.0014931564904289987, + 0.0014890018557730364, + -0.0014885399098963116, + 0.0014859329840004305, + 0.0014733847117616044, + 0.0014623359494948772, + 0.0014622978570976383, + 0.0014616653009059107, + 0.0014548990345416314, + 0.0014542450793779492, + -0.0014521651207868246, + -0.0014511077520500664, + 0.0014485801297469628, + -0.0014447322245524092, + 0.00143876069396982, + -0.0014373297693119711, + 0.001436622836796781, + -0.0014365637705354697, + -0.0014272128624852538, + -0.0014260188768961818, + -0.0014242119112715553, + -0.0014203270988789134, + -0.0014183203926440083, + -0.0014051581963003066, + -0.0013965498822182455, + -0.0013931428117908821, + 0.0013917992403261312, + -0.0013895535123085651, + 0.0013808159523905435, + 0.001376712604669342, + -0.0013616358431518783, + -0.001358895360780781, + -0.001358655983974833, + 0.0013541561502347166, + -0.001354085886684188, + -0.0013516606523564158, + 0.0013498870022100847, + 0.0013484509303841813, + 0.0013435600556452837, + 0.0013351313612312869, + -0.001332888679669515, + 0.0013297143100624944, + 0.0013261522958698743, + -0.0013192443112897323, + 0.0013027553434320723, + -0.0012940252261646014, + 0.0012935440757351568, + -0.0012935017351997453, + 0.0012915971630338148, + 0.0012817669235730684, + 0.0012683152044123162, + 0.001244857304637963, + 0.0012373372487937627, + 0.0012325467094575148, + 0.0012324837397675815, + -0.0012315570837418373, + -0.0012306195062861303, + 0.0012089013827245377, + 0.0012061591825056693, + 0.0012051959530016314, + -0.00120494580134366, + -0.0012029304775201869, + -0.0012026429140655109, + 0.0011958078342343558, + 0.0011920676094734788, + -0.0011891091408282688, + 0.0011881131207193473, + 0.0011876573648258145, + 0.001186299234352791, + -0.0011803179678449086, + -0.0011801365347940934, + 0.0011774275724071828, + 0.0011751603353582342, + -0.0011732028715945354, + 0.0011670465598945328, + 0.0011666991257220805, + -0.001156945908419526, + 0.0011560836855906364, + 0.001155975316440186, + 0.0011548694395311571, + 0.0011546255565060045, + 0.0011525359871913856, + 0.0011480547282064013, + 0.0011459936482759489, + -0.001143514691316467, + 0.0011409664079651855, + 0.00113995534480004, + 0.0011339797521809118, + 0.001130455651702894, + 0.0011228580885491461, + 0.001120366077286635, + -0.0011169796622957646, + 0.0011015864647399224, + -0.00109165793416521, + -0.001086359529860139, + 0.0010822999164243157, + -0.0010808028350353246, + -0.0010802821952069573, + 0.0010717942369224628, + 0.0010698957935414489, + 0.0010543721745418322, + -0.0010486132861763791, + -0.0010434721677990357, + -0.0010415676602453022, + -0.001041535413617236, + 0.0010398370010047257, + -0.001039259198449538, + -0.0010312487914713744, + 0.0010263830739107075, + 0.0010239240066090174, + -0.0010178568279561814, + 0.001013050757926154, + -0.0010115375106277175, + 0.0010098309451690719, + 0.0010057372056232082, + -0.0010047516212679088, + 0.0010001509393278542, + -0.0009984393075412026, + -0.00099362075486945, + -0.0009921087519423016, + -0.0009906786579689938, + 0.0009782864650475461, + -0.0009754353129062765, + -0.0009749618943876382, + 0.0009740150040169217, + -0.0009684349816976887, + -0.0009674506470085382, + 0.0009662975032754632, + -0.0009644617477014873, + -0.0009615534433298533, + 0.0009603136849893803, + 0.0009572005653315219, + 0.000945423649235671, + 0.0009431731580400985, + 0.0009414461786294603, + 0.0009352946247196468, + -0.0009286428772372076, + -0.0009123185808072202, + 0.0009048018204092623, + -0.0009018826289733361, + 0.0008990705070023079, + -0.0008982566973993151, + 0.0008958242284445066, + 0.0008932888720112673, + -0.0008898359321668079, + -0.0008892163858742609, + 0.000884617876308702, + -0.0008793039955470413, + -0.0008772865446326645, + 0.0008727977256392587, + 0.0008651918485152551, + 0.0008614977088424633, + 0.0008556319208504232, + -0.0008538784256292443, + -0.0008513247410156875, + 0.0008509201605525056, + 0.0008452009990514322, + 0.0008428190661013223, + 0.0008392234761779129, + 0.0008344882700287729, + 0.0008323199072611401, + 0.0008305206050057886, + -0.0008263215217763441, + -0.0008233238858546847, + 0.0008221899866273352, + -0.0008196981641716732, + -0.0008186758901125661, + 0.000816650839118567, + -0.0008144011720988365, + -0.0008116180300384398, + 0.0008085197746097689, + 0.0008076311132366343, + 0.0008044146405108844, + -0.0008014660196297911, + 0.0007993859884705302, + 0.0007934340618535638, + 0.0007920483977954225, + 0.0007883338943525545, + 0.0007882717068177479, + 0.000788138915276418, + 0.0007843892138039148, + 0.0007843077529792747, + -0.0007812865138901669, + -0.0007759305458203495, + 0.0007749919746220272, + 0.0007680128817718757, + 0.0007646979020215774, + -0.0007601062316634757, + -0.0007600041168449408, + -0.0007583866350027693, + 0.0007577049196543425, + 0.0007574586623219695, + -0.000746814228573044, + -0.0007464962710941278, + -0.0007461419017081884, + -0.0007443023887861854, + 0.0007429992724708143, + 0.0007404007192280335, + -0.0007356318872001497, + 0.0007349291119911612, + 0.0007271601133750331, + 0.0007223400409380172, + -0.0007201545131741198, + 0.0007188200816803372, + -0.0007152544161713231, + 0.000709086860269245, + -0.0007056748237744617, + 0.0007038771695855926, + -0.0007002078727888442, + 0.0006989714506084758, + 0.0006920326099959454, + 0.0006897453912788613, + -0.0006887200604181907, + 0.0006860906113137473, + 0.0006812082578076495, + -0.0006789587771331558, + 0.0006786310221211807, + 0.0006778569802373276, + -0.0006755635473284418, + 0.0006683211740411984, + -0.0006658019293646466, + 0.0006650846258451069, + 0.0006631147317610115, + 0.0006594233037880765, + -0.0006578734974766538, + 0.0006521027424029436, + 0.0006465311104509515, + 0.0006453411994605856, + -0.0006434611265624311, + -0.0006425875824185865, + 0.000637122721776216, + -0.0006342507302868636, + 0.0006262493629555268, + 0.0006248713421643549, + -0.0006228130927140274, + -0.0006203605631381197, + 0.000618055183102378, + -0.0006144067340650248, + 0.0006095350195184562, + 0.0006093187571996598, + -0.0006051852676632053, + 0.0006047091201856214, + -0.0006032878788023823, + 0.0006016506335252282, + 0.0005976508510690612, + -0.0005976018321843968, + 0.0005956973952039117, + 0.0005908511983276183, + 0.0005863317456657308, + 0.0005857436537812379, + 0.0005851334298051464, + -0.000580954945011784, + -0.0005792039599405795, + -0.0005779591189430767, + -0.0005778275584740014, + -0.0005738948638300558, + -0.000572880984355366, + -0.000570263878376107, + 0.0005693101068730338, + -0.000567067279321097, + -0.0005661602851944907, + -0.0005627843067086934, + 0.0005618597079635668, + 0.0005586789152007828, + -0.0005564987206163499, + -0.0005528106595701993, + 0.0005500277083776854, + 0.000549826342051324, + 0.0005497082316159176, + 0.0005476376132171882, + 0.0005471991578890708, + -0.0005460291572305263, + -0.0005406852573751951, + -0.0005399188054929687, + -0.0005368156063437702, + 0.0005342718915758208, + -0.0005318479362598742, + 0.0005304186531315995, + -0.0005202319400913129, + -0.0005190599620190223, + -0.0005189400291101529, + -0.0005166555052442926, + -0.0005162148669488159, + 0.0005113233832668905, + -0.0005111763975084855, + 0.0005011069059436067, + -0.0004945338591672574, + 0.0004898129156105645, + 0.000488423421503012, + -0.0004883292871884851, + 0.0004870906039126087, + -0.0004815892115091555, + -0.00048126501047283845, + -0.0004774399490399869, + -0.0004685667196242081, + -0.000465197739170951, + 0.00046404445826616123, + -0.0004593627666618734, + -0.00045626633859931686, + -0.00045473745718651996, + -0.0004541874446635355, + 0.0004469196989086669, + 0.00044500479445085497, + -0.00044258114392924753, + 0.0004388131292338917, + -0.0004354991531015228, + 0.00043470083523116423, + -0.000431929834072818, + 0.0004238087565156973, + 0.00042265577159082083, + 0.0004195755960366919, + -0.00041659590024817165, + -0.00041167143262339637, + 0.00041166081070054467, + 0.0004106928131178833, + 0.0004105760120968612, + -0.0004105379776498526, + -0.0004085340668990735, + -0.0004063387391699906, + 0.0004030124674864786, + -0.00040129728711066863, + -0.0004009016794959042, + -0.0004004009780241491, + -0.00039635416604281634, + -0.0003951193699782167, + -0.0003930249013933002, + 0.0003908759523740107, + -0.00039048838013949717, + -0.0003889206426374349, + -0.0003875435963060429, + 0.00038511226092145616, + 0.00038234843683223105, + -0.000375451343269849, + 0.0003736761868012519, + 0.0003662917328595867, + 0.0003624591954651551, + 0.000362065430988933, + 0.00035685023672632694, + -0.0003533464275221775, + 0.00035110311007669056, + 0.0003460131400703233, + -0.0003443752977674644, + -0.0003395525671609074, + -0.0003382181814304239, + -0.00033104326208586695, + -0.0003294407555883456, + -0.0003284276676100234, + -0.00032750365144760684, + -0.00032730289338664615, + -0.00032480063149019817, + 0.00032468405093915843, + 0.0003240083896148284, + -0.0003239244418032785, + -0.00032116904970824213, + -0.00031415916919340093, + 0.0003137585072818933, + 0.00031280235498993414, + 0.00031139439199633485, + -0.00030968019800582864, + 0.00030810590105894803, + 0.0003079463414367253, + 0.0003042600444575461, + -0.0003033998620743976, + 0.00030327336541830023, + -0.0003018959579289712, + 0.0002976102491446265, + -0.00029708239239390936, + 0.0002954074618395655, + -0.00029380168028161164, + -0.0002924574621260466, + 0.0002904017870059916, + 0.000289643820452145, + -0.00028684438530722495, + 0.000286552203754332, + 0.000281397426361261, + -0.00028056877846198755, + -0.0002790036804171566, + 0.0002786021539822426, + 0.0002783456065527019, + 0.00027766122603623477, + 0.0002774637743765505, + 0.0002756614107300356, + -0.00027426342776446026, + -0.00026874820284524713, + -0.0002687098603986769, + 0.00026690695325221867, + 0.0002634974418597166, + 0.00026159877970443625, + 0.00026043844336876655, + 0.0002589779866506019, + 0.0002573058584994305, + 0.00025611948581842864, + -0.00025504562953204587, + 0.0002543502205515808, + 0.0002516218126501022, + 0.00025004803626558087, + 0.0002480515376353967, + -0.0002476610006929854, + -0.00024753078114308173, + -0.00024449043631502685, + 0.0002435093837303576, + 0.0002408694486484749, + 0.00023988583801447418, + -0.00023742477448785506, + 0.00023519983998108586, + -0.00023458439162863027, + -0.00023407020636992474, + 0.000232734308950747, + 0.00023255725490594836, + 0.0002309013063299246, + -0.00023031954679458152, + 0.0002292847957524332, + -0.0002279365661036176, + 0.0002276262111370459, + 0.00022426817698753033, + 0.00022364689100929668, + -0.00022311824487319934, + -0.00022220405199262273, + -0.000218608667506072, + -0.00021742791641955785, + 0.00021730114162970564, + 0.00021677775193958119, + 0.00021591562851364262, + 0.00021561870827019864, + -0.00021401615176373735, + -0.00021369093090430362, + -0.0002126230604186071, + -0.0002120743849744472, + 0.00020923786007476743, + -0.00020909715850438303, + 0.0002053729072331196, + 0.0002041408817764382, + 0.0002037439945671828, + 0.00020316161670671848, + 0.00020148735445801007, + -0.0001983641920037337, + -0.00019656863350453436, + -0.0001953938535791898, + 0.00019505851367332747, + 0.0001943034114101093, + -0.00019346317668422153, + 0.00019217936734897178, + -0.00019163584719624895, + 0.00019053565019128518, + -0.00018967058464656756, + -0.00018432660049280322, + -0.00018369947651425742, + -0.00018354186336277337, + 0.00018235200777565164, + -0.0001809475310003673, + -0.00017975500384875742, + -0.00017798328563664684, + -0.00017418184386398247, + 0.0001709436825024445, + -0.0001657682102489545, + -0.00016511322057197222, + 0.00016357742089532644, + 0.00016257739467593558, + -0.00016244790480741107, + 0.00016167130544543747, + -0.00016144749138341633, + 0.00016130038721866397, + -0.0001607957102750235, + -0.00016028512490169345, + -0.00015867176963055792, + 0.00015501107992501768, + 0.00015394316918768583, + 0.00015366560207293503, + -0.00015346543321437226, + -0.00015110218489527971, + 0.00014752124774347738, + -0.00014750932321337223, + -0.00014679849249210405, + 0.00014670051141177915, + 0.0001462149972733872, + 0.00014443594877648343, + 0.00014077424549563945, + 0.00014052806104970295, + 0.00013932388721859257, + 0.00013836024964104454, + -0.0001350502182924406, + -0.0001342852937720699, + 0.00013298257090250146, + -0.00013192588050928175, + 0.0001300046729297048, + 0.00012986604750229937, + 0.0001295731279387439, + 0.00012868215115252612, + -0.00012656056789802473, + -0.00012456260174462943, + -0.0001237084985725989, + -0.00012202090433774918, + -0.00012195712914428416, + 0.00011847624387959764, + 0.00011808371558251356, + -0.00011770871173751282, + -0.00011551541419405151, + -0.00011545233882268561, + 0.00011539258913821869, + 0.00011461409987528453, + 0.00011429310632402474, + -0.00011313856192578872, + 0.00011157376217620572, + -0.0001104778354317746, + -0.00011017089711038564, + -0.00010903979203317243, + -0.00010876056499594803, + 0.0001080882974805745, + -0.0001079355351473531, + 0.00010640734674170615, + -0.00010517785325563409, + 0.0001034081481705402, + 0.00010325986627473487, + 0.00010321572298681265, + -0.00010277336185732492, + -0.00010070558639833476, + -9.942970370898298e-05, + 9.93753130584538e-05, + 9.910988747638495e-05, + 9.88035571415609e-05, + -9.651054334620936e-05, + 9.63358417676374e-05, + -9.601851517726047e-05, + -9.469826832414782e-05, + -9.273588552478176e-05, + 9.263564540341749e-05, + 9.25847226026399e-05, + -9.056916147330346e-05, + -9.00052525521798e-05, + -8.84616399910721e-05, + 8.761430668657311e-05, + 8.55136555254122e-05, + 8.471645417269753e-05, + 8.457285733198622e-05, + 8.42171716485208e-05, + -8.299310736755102e-05, + 8.292226142390489e-05, + 8.228225163765784e-05, + 8.180222559499806e-05, + 8.15739423780594e-05, + 7.858326811167768e-05, + -7.840913993647266e-05, + 7.755285271733728e-05, + 7.72630020872658e-05, + 7.683910772725955e-05, + 7.667529148171105e-05, + 7.569521358807549e-05, + -7.366154751279138e-05, + 7.248618194003084e-05, + -7.142957152258575e-05, + -7.142531916832481e-05, + 7.132376023254464e-05, + -7.056082961815968e-05, + -6.978896841635503e-05, + 6.9196431629391e-05, + -6.674939202678654e-05, + 6.570557076462992e-05, + 6.493402988294845e-05, + -6.386926428853731e-05, + -6.361668914080052e-05, + -6.0547559015209605e-05, + 6.038683813496199e-05, + -5.983476005503202e-05, + 5.965974197204781e-05, + 5.945258791412346e-05, + -5.881626203183742e-05, + 5.875513048439437e-05, + 5.841685483241602e-05, + -5.8101990121479744e-05, + 5.764466079978528e-05, + 5.727505810334311e-05, + -5.592983779225042e-05, + -5.562135542768896e-05, + 5.507944068596162e-05, + -5.424974965113085e-05, + -5.3987743186251556e-05, + 5.3164237048552385e-05, + 5.298958064836516e-05, + 5.080713573952694e-05, + 5.054946137443939e-05, + 5.0032737966812006e-05, + -4.992590154386838e-05, + 4.9641539075633194e-05, + -4.856816738669552e-05, + 4.813885656971426e-05, + 4.750383917221666e-05, + -4.689506776322699e-05, + -4.672544842275992e-05, + -4.657113287662517e-05, + 4.367189903020098e-05, + -4.161881110573912e-05, + 4.059624335509994e-05, + 4.0022898049408225e-05, + 3.987867405798118e-05, + 3.930860990020801e-05, + 3.77370744538346e-05, + 3.568373926011916e-05, + -3.559883222932811e-05, + 3.556588283952467e-05, + -3.520742701348507e-05, + 3.507361037860974e-05, + -3.4868365806569645e-05, + 3.4556932742936266e-05, + -3.428086283503662e-05, + -3.281389541555434e-05, + -3.2580823267756155e-05, + 3.20533738754913e-05, + -3.138137510496378e-05, + -3.1138004725568047e-05, + -3.086102909467233e-05, + 3.073387125756522e-05, + -3.0001414178238252e-05, + 2.979049273070094e-05, + 2.929376422190571e-05, + 2.884187029627132e-05, + 2.859468472642536e-05, + 2.8035457053928625e-05, + -2.800215128889514e-05, + -2.772688714059591e-05, + -2.6920578778842656e-05, + 2.683667635627192e-05, + 2.5910655746475038e-05, + 2.579074404912396e-05, + -2.57628076444919e-05, + 2.459451547536909e-05, + -2.395013057296191e-05, + -2.2180104992896295e-05, + 2.2074458833566027e-05, + -2.1732148552205196e-05, + 2.1556800377140322e-05, + -2.1529351875974217e-05, + 2.1337586227153805e-05, + 2.1106281442717802e-05, + 2.0932913407940994e-05, + 2.068106793739603e-05, + 2.0677331868410582e-05, + -2.063335200951064e-05, + -2.0468165477849787e-05, + -1.9858180153272395e-05, + -1.9605644443265397e-05, + 1.9601792888396582e-05, + 1.9026392482221867e-05, + 1.836064821090561e-05, + 1.8124867028118288e-05, + -1.7966826011426762e-05, + -1.7352477269409333e-05, + 1.7064988653442372e-05, + 1.6558343706366777e-05, + 1.6524161479791334e-05, + 1.6331563262088396e-05, + 1.6172595333898004e-05, + 1.5793375385137362e-05, + -1.578235057608016e-05, + 1.4643372158197775e-05, + -1.4059274918251989e-05, + -1.3226117563144751e-05, + 1.3220190759676776e-05, + 1.2723780134749549e-05, + -1.2691179357882846e-05, + 1.2545709539978434e-05, + 1.2539525664798228e-05, + 1.1624142636730334e-05, + -1.1501559632609011e-05, + 1.1251260845948468e-05, + 1.0954378418741316e-05, + -1.0300518574813178e-05, + 1.0171562245521094e-05, + 9.785219244572255e-06, + 9.687948350981651e-06, + -9.156683585104322e-06, + 8.975158491714374e-06, + 8.8478140088581e-06, + -8.407941130090098e-06, + 8.302445530559968e-06, + -8.249505537121991e-06, + 7.447964503081591e-06, + 7.372727445232161e-06, + -7.228460960450092e-06, + 7.167391873521743e-06, + 6.610221561666029e-06, + -6.593564310352473e-06, + 6.196816116795037e-06, + -6.148075376271118e-06, + 5.776319761936137e-06, + 5.700546006609297e-06, + 5.452050369498812e-06, + 5.367848434745534e-06, + 5.187209837769046e-06, + 4.710926309501802e-06, + 4.6422154211906435e-06, + -4.373019205824738e-06, + -4.370550824367966e-06, + 4.226826497526322e-06, + 3.967585889013097e-06, + 3.8015829567932563e-06, + -3.7316503852156035e-06, + -3.721157903219587e-06, + -3.1951535786443696e-06, + -3.1816767764628578e-06, + 2.736126851001088e-06, + 2.4373282933060076e-06, + 2.3695609835360107e-06, + -2.08387189290037e-06, + -2.0618235134695353e-06, + -2.0147796674232816e-06, + 1.9716966578740153e-06, + 1.6626660820858942e-06, + -1.6605834162844792e-06, + -1.593471780432418e-06, + 1.5648006940881251e-06, + 1.3634742263648404e-06, + 1.3564870224965462e-06, + 1.3522460613075234e-06, + -1.2268986494504057e-06, + -1.0880416994560141e-06, + -1.0804523650890231e-06, + 1.0387434809657538e-06, + 1.0268227716904741e-06, + 1.004358986464302e-06, + 8.102274842334658e-07, + 7.070319483622634e-07, + -5.960523740228843e-07, + -5.76862045714574e-07, + -5.044672826168595e-07, + -4.786507303624481e-07, + 4.502456038678184e-07, + -4.3384307656617245e-07, + 3.9595576600482835e-07, + 3.636907351031423e-07, + 3.538420439598892e-07, + -3.502801144896378e-07, + -3.088399743654883e-07, + 1.5039302847327054e-07, + 4.050053926238156e-08, + 3.3448829882706693e-09 + ], + "Absolute Coefficient": [ + 0.040974607373041906, + 0.035517481467671225, + 0.03264153389818451, + 0.03238109204059424, + 0.03209512241576696, + 0.027652248079951723, + 0.027283197618712052, + 0.026589272664812705, + 0.026339576325734457, + 0.025944280329705444, + 0.025484137523563773, + 0.024951152183538158, + 0.024474675272125945, + 0.024436106205736906, + 0.024358272035223713, + 0.023943694949634543, + 0.023899781808298895, + 0.023742329032737902, + 0.023321499159347687, + 0.02293735499607442, + 0.022624500874144006, + 0.022446762812660063, + 0.02236631410319408, + 0.022154251552142408, + 0.022036924054285124, + 0.021930025237528936, + 0.021896568736955963, + 0.021490048622903855, + 0.020964377200168513, + 0.02051615667514217, + 0.019970433475079798, + 0.019146315007368277, + 0.01900703673550175, + 0.019003499432474626, + 0.01871145219023407, + 0.018512162979796347, + 0.018327700545100082, + 0.01774131026465164, + 0.01754362379264424, + 0.017533511113667355, + 0.01751564530739402, + 0.017403546373470007, + 0.017322010476554954, + 0.017246811548602713, + 0.01701848473412351, + 0.016687810507423666, + 0.016033585789832164, + 0.015700427164322062, + 0.015590008105157642, + 0.015570871572745218, + 0.015432841513369638, + 0.015217270356243968, + 0.015158078176717136, + 0.015019662613276084, + 0.014877746669264167, + 0.014689226961443232, + 0.01438813056957578, + 0.014256400502278757, + 0.01391487285403582, + 0.013805590533251328, + 0.013753251968637435, + 0.013587683410841609, + 0.013544213427651776, + 0.013468602335282133, + 0.013272370704353028, + 0.013265608216851736, + 0.01315996137683047, + 0.01306573184452404, + 0.012861182247450382, + 0.012730470165738148, + 0.012709025810200843, + 0.012692208208140071, + 0.012680778995886459, + 0.01255984070600081, + 0.012367933147513303, + 0.012273060396874274, + 0.012158847620761784, + 0.012088488464139659, + 0.01208008710020387, + 0.011970658829046079, + 0.011808513125182373, + 0.011602142047645734, + 0.011598347056585006, + 0.011496997977925609, + 0.011448828284343425, + 0.011431452391894997, + 0.011418974749156792, + 0.011376290936717664, + 0.011213236177565112, + 0.01113274481758112, + 0.011123496327023889, + 0.01110612550923699, + 0.011094317977549952, + 0.010866477132178289, + 0.010763560619926126, + 0.01072384459790832, + 0.010594005217263674, + 0.010547699219759543, + 0.010526059780676738, + 0.010177655702190367, + 0.010153460635387279, + 0.01008048184203539, + 0.009976845048226223, + 0.009883665119175544, + 0.00981470611644927, + 0.009697256981699123, + 0.009687956652740458, + 0.00968298717175794, + 0.00966548545972343, + 0.009578644632701526, + 0.009505657450010658, + 0.009470180875168169, + 0.0094687655082868, + 0.009437755138847013, + 0.009433331455149178, + 0.009420117280757654, + 0.009334923410622198, + 0.009315494085407541, + 0.00928406012623246, + 0.009261756370578512, + 0.009175074895410768, + 0.009130987340547797, + 0.009072178652114597, + 0.008920990544084451, + 0.008779126594193385, + 0.008746618939814727, + 0.008672917727982827, + 0.008651282657883449, + 0.00864823488463408, + 0.0086280930082332, + 0.008610527901628487, + 0.008585703761002128, + 0.00855818012585016, + 0.008556593600135139, + 0.008537091524693981, + 0.008455171392870596, + 0.008448191039264084, + 0.008340387661162187, + 0.00829444035094444, + 0.008293461126791113, + 0.008235936381854122, + 0.008231050626471132, + 0.008188363034432324, + 0.008186471878897162, + 0.008084413408134856, + 0.007986351702159961, + 0.007970922490182287, + 0.007912780653022764, + 0.007817004368581676, + 0.007749754559616131, + 0.007748205719995631, + 0.007748180633717964, + 0.00773063577721175, + 0.007717946055548857, + 0.007698285982528551, + 0.007697497184903668, + 0.007661130926409324, + 0.00757395740864115, + 0.007526960720978566, + 0.00733704211753714, + 0.007330730362873858, + 0.007311882117813842, + 0.007217262125459689, + 0.00721210346010096, + 0.007153636211636512, + 0.007148627043941008, + 0.007139011589522606, + 0.007127320267653976, + 0.007094951217437217, + 0.0070561990200140165, + 0.007000548127855506, + 0.006827003323952841, + 0.006772101928739799, + 0.006708048697543709, + 0.006690877817994845, + 0.0066612585605008755, + 0.006631866793432001, + 0.006626909345591714, + 0.006610961718632474, + 0.006603924023821156, + 0.006602377919014747, + 0.006508330425283846, + 0.006445108479585633, + 0.006417652910781875, + 0.006389217833102236, + 0.006276634733638173, + 0.0061399629000799556, + 0.0061098854207769894, + 0.006096034171324423, + 0.006089937389581254, + 0.006069909803581001, + 0.0060662495374829125, + 0.006050816954571246, + 0.005951183346509042, + 0.005920323681712851, + 0.005911825512573364, + 0.005865703750537343, + 0.005864378404093423, + 0.005806051369893933, + 0.005788706717724231, + 0.005771917197543782, + 0.005757667840977012, + 0.005755024763091997, + 0.005754954461848458, + 0.005751337856787115, + 0.0057436441620151175, + 0.005729346109596434, + 0.005699162822192789, + 0.00568735089233121, + 0.005680378457985435, + 0.005674144771703355, + 0.005674030934916535, + 0.005669822213045931, + 0.005647613665099873, + 0.005641172634756411, + 0.0056201111391489525, + 0.005464551121710462, + 0.0054352333717050776, + 0.005421281131284291, + 0.005419000547384629, + 0.00540708095882382, + 0.005391927575947832, + 0.0053630253521523615, + 0.005278820360823215, + 0.0052297288161374696, + 0.005206632535252623, + 0.005189959461393537, + 0.005159678811832254, + 0.005087361693941695, + 0.005056245678511377, + 0.005049402790572457, + 0.005022589356436292, + 0.005002196467760916, + 0.004993069939780055, + 0.0049653129541814235, + 0.004822125290369785, + 0.004776556186767275, + 0.004749683707674249, + 0.004740645349976843, + 0.004726737647223846, + 0.004710122053700451, + 0.004701792848527088, + 0.004667568771033338, + 0.004646870083911869, + 0.004633607862503464, + 0.004609855099421063, + 0.004605334230758148, + 0.004592534774007524, + 0.00458782639591897, + 0.004519096437434679, + 0.004470727163272861, + 0.004468856747697103, + 0.004418706966415163, + 0.0044163774563349256, + 0.004396825332010031, + 0.004371153410789478, + 0.00436362852649978, + 0.004360306701482577, + 0.004319935398584894, + 0.004313462847447267, + 0.004288347267255854, + 0.004266327518091775, + 0.004261635794845122, + 0.004253021628679078, + 0.004237872833179129, + 0.0042312955624293665, + 0.00422143496082194, + 0.004217935444738226, + 0.004205505291217717, + 0.004199476032563631, + 0.00417763014507761, + 0.004176107326126893, + 0.0041669337373822606, + 0.004165627746032334, + 0.004141169700391746, + 0.004111843397083873, + 0.0041103576874744596, + 0.00409796421991717, + 0.004087083400367879, + 0.004086372731554743, + 0.004079853444723112, + 0.00407901024769526, + 0.004075932330854795, + 0.004055404884146927, + 0.0040504246569591194, + 0.00404650461120564, + 0.004019823366034153, + 0.004016758380031177, + 0.0040118487529866385, + 0.003999992113538518, + 0.003993266596462867, + 0.003981515056456085, + 0.003949465583087825, + 0.003945386651060148, + 0.0038616101980239615, + 0.0038365971771584487, + 0.0038318010001182987, + 0.0038304841106065416, + 0.00375424751493564, + 0.0037400068737389698, + 0.0037397948318018646, + 0.00372993474915278, + 0.0036907629976114485, + 0.003678279286732298, + 0.0036630993132614606, + 0.0036579806118583174, + 0.0036276205048070245, + 0.0036243235783940007, + 0.0036161831263868418, + 0.003600155642067338, + 0.0035891434463094633, + 0.0035865607016898424, + 0.00356821134851967, + 0.0035638676854592485, + 0.003557436108723982, + 0.0035466216824617696, + 0.003541185706287176, + 0.003523091332639859, + 0.0035198597012565617, + 0.003516603745919529, + 0.003510868547250801, + 0.0035073342143339486, + 0.0035023965443778875, + 0.0034941982436046152, + 0.0034806702457211174, + 0.0034515028833279346, + 0.003448447411936673, + 0.0034452144860202256, + 0.003427090448880643, + 0.0034256574288620747, + 0.0034237658141001636, + 0.003405177434166365, + 0.003401346907339962, + 0.0033893501831660138, + 0.003376829126373067, + 0.003372664747851755, + 0.0033647928275901745, + 0.0033613117791007814, + 0.0033505584104576297, + 0.0033471956085020893, + 0.0033352921590826265, + 0.0033289829833367704, + 0.0033169846749782554, + 0.003297784873524178, + 0.0032964820671392042, + 0.0032253054132357884, + 0.003220192904150187, + 0.003217529924827112, + 0.003206918999078097, + 0.00315749541288419, + 0.0031558083014628976, + 0.0031433902967076956, + 0.003141957268191017, + 0.0031323095275213515, + 0.0031312860067591315, + 0.0031292304203885775, + 0.0031221708260003905, + 0.0031206794660866297, + 0.0031195162794165144, + 0.003110724638546202, + 0.003101148997917117, + 0.0030975926200573563, + 0.0030968104680332564, + 0.0030904318429655904, + 0.003087900275587242, + 0.0030829853813525068, + 0.003071670203344702, + 0.003070743409970083, + 0.0030704334763595434, + 0.003063948730612278, + 0.0030582163869914214, + 0.0030413783747051553, + 0.003028103252822341, + 0.003027181887046708, + 0.003018134631276087, + 0.0030053536649614987, + 0.002997939669019657, + 0.0029929688233266954, + 0.0029878281338412186, + 0.0029756723584600173, + 0.0029738931913675048, + 0.002971715904055512, + 0.0029683672517177564, + 0.0029652088249984294, + 0.0029331853075948893, + 0.0029324347160137867, + 0.002918706772106866, + 0.002884190457482378, + 0.0028754994385074327, + 0.0028496169864185854, + 0.0028398873618250523, + 0.002832756590303123, + 0.0028152086529751067, + 0.0028056017994514105, + 0.002800596722056983, + 0.0027614176546166486, + 0.0027497284585400582, + 0.002723561613334621, + 0.002721148404093273, + 0.0027199709946447684, + 0.002712487013347111, + 0.0026996606996572458, + 0.0026984549541632925, + 0.0026801939395611693, + 0.002675839811981403, + 0.0026694521898136528, + 0.002650387803110195, + 0.002630135157287577, + 0.002629944729304518, + 0.0026272769597300446, + 0.0026250334664178177, + 0.0026232059223442747, + 0.002587542782714504, + 0.0025810213870274884, + 0.002560357106708447, + 0.0025595841379104944, + 0.0025557466994710638, + 0.0025494818836951233, + 0.0025433167721835258, + 0.0025089764368408274, + 0.0024955152766649794, + 0.002471464132007483, + 0.002450681929364293, + 0.0024367105282725723, + 0.0024351123641912203, + 0.002422858327185293, + 0.0024151675464980952, + 0.002401738053825565, + 0.0023989840094382356, + 0.0023642722263974027, + 0.0023639678919779366, + 0.002357243934692799, + 0.00235672116056589, + 0.0023517321007296694, + 0.002343096693929108, + 0.002339404606060028, + 0.0023392801315798763, + 0.0023317594924668603, + 0.0023312612754408874, + 0.0023259095810583734, + 0.0023245945945685677, + 0.0023199590620501765, + 0.0023192955351932325, + 0.0023041590937788107, + 0.002277882154843505, + 0.0022713429945719083, + 0.0022604249272670115, + 0.0022485233924598134, + 0.0022454005828690385, + 0.0022309579232013786, + 0.0022263778469358386, + 0.0022161887231649815, + 0.0022000892920734936, + 0.002195149633093308, + 0.0021911281812074437, + 0.002177316697691118, + 0.0021484166239525795, + 0.0021475847388479114, + 0.002140193116399265, + 0.0021115889465540523, + 0.002089359309225193, + 0.002086501370426206, + 0.0020741866257038112, + 0.002071592580977111, + 0.0020669151740083814, + 0.002065741627121692, + 0.0020626127110511434, + 0.0020575609956818286, + 0.002048526955122767, + 0.0020342954639958805, + 0.002029940715366318, + 0.0020254895723306313, + 0.002017358923363759, + 0.0020098789548877085, + 0.0020082471377629862, + 0.002007097861459603, + 0.0020029901383761275, + 0.0019955214412852042, + 0.0019826042643954606, + 0.0019745174769849835, + 0.0019683438278957424, + 0.0019397767574873275, + 0.0019349691416024144, + 0.0019281011044452283, + 0.0019224384009841927, + 0.0019094257323708328, + 0.0019082393014819522, + 0.0019051409294221287, + 0.0018959547114421745, + 0.0018959033948996932, + 0.001895282169858395, + 0.0018876114909845113, + 0.0018765849992624566, + 0.0018679008376014743, + 0.0018662489779723173, + 0.001859154303017347, + 0.0018549757939977799, + 0.0018505332586743186, + 0.001833387296207452, + 0.0018261894364609863, + 0.0018061383301520486, + 0.001800604126522669, + 0.0017969980375509725, + 0.0017964253202047845, + 0.0017747172539282947, + 0.0017569240930492274, + 0.001756885573710914, + 0.0017557524123769323, + 0.0017469479346602056, + 0.0017466565681552874, + 0.0017401397363620526, + 0.0017332784783925335, + 0.001729080335746903, + 0.0017259044893687008, + 0.0017156433528416335, + 0.0016751670180442763, + 0.00166884564723754, + 0.0016641631319326388, + 0.0016640812386916437, + 0.0016582632348895031, + 0.001655907534655565, + 0.0016526124000349111, + 0.0016359970423386948, + 0.0016268822167290402, + 0.0016187211098859931, + 0.0016157481599152702, + 0.0016003018910208985, + 0.001599991533166216, + 0.0015953104518780055, + 0.0015905928370829564, + 0.0015847000566023147, + 0.0015836787804287041, + 0.0015832383492256305, + 0.0015753609048560718, + 0.001574706624674222, + 0.0015720001895331698, + 0.0015699513458380288, + 0.0015638337029812964, + 0.0015629863855176607, + 0.001561889003607567, + 0.001555038877442055, + 0.0015428763513646317, + 0.0015387253953109904, + 0.0015349877816286334, + 0.0015330374263739963, + 0.0015141762152017417, + 0.0015140320003369375, + 0.0015091071544900657, + 0.0015026305547721028, + 0.0015025804466798558, + 0.0014946649851135451, + 0.0014945911197752067, + 0.0014931564904289987, + 0.0014890018557730364, + 0.0014885399098963116, + 0.0014859329840004305, + 0.0014733847117616044, + 0.0014623359494948772, + 0.0014622978570976383, + 0.0014616653009059107, + 0.0014548990345416314, + 0.0014542450793779492, + 0.0014521651207868246, + 0.0014511077520500664, + 0.0014485801297469628, + 0.0014447322245524092, + 0.00143876069396982, + 0.0014373297693119711, + 0.001436622836796781, + 0.0014365637705354697, + 0.0014272128624852538, + 0.0014260188768961818, + 0.0014242119112715553, + 0.0014203270988789134, + 0.0014183203926440083, + 0.0014051581963003066, + 0.0013965498822182455, + 0.0013931428117908821, + 0.0013917992403261312, + 0.0013895535123085651, + 0.0013808159523905435, + 0.001376712604669342, + 0.0013616358431518783, + 0.001358895360780781, + 0.001358655983974833, + 0.0013541561502347166, + 0.001354085886684188, + 0.0013516606523564158, + 0.0013498870022100847, + 0.0013484509303841813, + 0.0013435600556452837, + 0.0013351313612312869, + 0.001332888679669515, + 0.0013297143100624944, + 0.0013261522958698743, + 0.0013192443112897323, + 0.0013027553434320723, + 0.0012940252261646014, + 0.0012935440757351568, + 0.0012935017351997453, + 0.0012915971630338148, + 0.0012817669235730684, + 0.0012683152044123162, + 0.001244857304637963, + 0.0012373372487937627, + 0.0012325467094575148, + 0.0012324837397675815, + 0.0012315570837418373, + 0.0012306195062861303, + 0.0012089013827245377, + 0.0012061591825056693, + 0.0012051959530016314, + 0.00120494580134366, + 0.0012029304775201869, + 0.0012026429140655109, + 0.0011958078342343558, + 0.0011920676094734788, + 0.0011891091408282688, + 0.0011881131207193473, + 0.0011876573648258145, + 0.001186299234352791, + 0.0011803179678449086, + 0.0011801365347940934, + 0.0011774275724071828, + 0.0011751603353582342, + 0.0011732028715945354, + 0.0011670465598945328, + 0.0011666991257220805, + 0.001156945908419526, + 0.0011560836855906364, + 0.001155975316440186, + 0.0011548694395311571, + 0.0011546255565060045, + 0.0011525359871913856, + 0.0011480547282064013, + 0.0011459936482759489, + 0.001143514691316467, + 0.0011409664079651855, + 0.00113995534480004, + 0.0011339797521809118, + 0.001130455651702894, + 0.0011228580885491461, + 0.001120366077286635, + 0.0011169796622957646, + 0.0011015864647399224, + 0.00109165793416521, + 0.001086359529860139, + 0.0010822999164243157, + 0.0010808028350353246, + 0.0010802821952069573, + 0.0010717942369224628, + 0.0010698957935414489, + 0.0010543721745418322, + 0.0010486132861763791, + 0.0010434721677990357, + 0.0010415676602453022, + 0.001041535413617236, + 0.0010398370010047257, + 0.001039259198449538, + 0.0010312487914713744, + 0.0010263830739107075, + 0.0010239240066090174, + 0.0010178568279561814, + 0.001013050757926154, + 0.0010115375106277175, + 0.0010098309451690719, + 0.0010057372056232082, + 0.0010047516212679088, + 0.0010001509393278542, + 0.0009984393075412026, + 0.00099362075486945, + 0.0009921087519423016, + 0.0009906786579689938, + 0.0009782864650475461, + 0.0009754353129062765, + 0.0009749618943876382, + 0.0009740150040169217, + 0.0009684349816976887, + 0.0009674506470085382, + 0.0009662975032754632, + 0.0009644617477014873, + 0.0009615534433298533, + 0.0009603136849893803, + 0.0009572005653315219, + 0.000945423649235671, + 0.0009431731580400985, + 0.0009414461786294603, + 0.0009352946247196468, + 0.0009286428772372076, + 0.0009123185808072202, + 0.0009048018204092623, + 0.0009018826289733361, + 0.0008990705070023079, + 0.0008982566973993151, + 0.0008958242284445066, + 0.0008932888720112673, + 0.0008898359321668079, + 0.0008892163858742609, + 0.000884617876308702, + 0.0008793039955470413, + 0.0008772865446326645, + 0.0008727977256392587, + 0.0008651918485152551, + 0.0008614977088424633, + 0.0008556319208504232, + 0.0008538784256292443, + 0.0008513247410156875, + 0.0008509201605525056, + 0.0008452009990514322, + 0.0008428190661013223, + 0.0008392234761779129, + 0.0008344882700287729, + 0.0008323199072611401, + 0.0008305206050057886, + 0.0008263215217763441, + 0.0008233238858546847, + 0.0008221899866273352, + 0.0008196981641716732, + 0.0008186758901125661, + 0.000816650839118567, + 0.0008144011720988365, + 0.0008116180300384398, + 0.0008085197746097689, + 0.0008076311132366343, + 0.0008044146405108844, + 0.0008014660196297911, + 0.0007993859884705302, + 0.0007934340618535638, + 0.0007920483977954225, + 0.0007883338943525545, + 0.0007882717068177479, + 0.000788138915276418, + 0.0007843892138039148, + 0.0007843077529792747, + 0.0007812865138901669, + 0.0007759305458203495, + 0.0007749919746220272, + 0.0007680128817718757, + 0.0007646979020215774, + 0.0007601062316634757, + 0.0007600041168449408, + 0.0007583866350027693, + 0.0007577049196543425, + 0.0007574586623219695, + 0.000746814228573044, + 0.0007464962710941278, + 0.0007461419017081884, + 0.0007443023887861854, + 0.0007429992724708143, + 0.0007404007192280335, + 0.0007356318872001497, + 0.0007349291119911612, + 0.0007271601133750331, + 0.0007223400409380172, + 0.0007201545131741198, + 0.0007188200816803372, + 0.0007152544161713231, + 0.000709086860269245, + 0.0007056748237744617, + 0.0007038771695855926, + 0.0007002078727888442, + 0.0006989714506084758, + 0.0006920326099959454, + 0.0006897453912788613, + 0.0006887200604181907, + 0.0006860906113137473, + 0.0006812082578076495, + 0.0006789587771331558, + 0.0006786310221211807, + 0.0006778569802373276, + 0.0006755635473284418, + 0.0006683211740411984, + 0.0006658019293646466, + 0.0006650846258451069, + 0.0006631147317610115, + 0.0006594233037880765, + 0.0006578734974766538, + 0.0006521027424029436, + 0.0006465311104509515, + 0.0006453411994605856, + 0.0006434611265624311, + 0.0006425875824185865, + 0.000637122721776216, + 0.0006342507302868636, + 0.0006262493629555268, + 0.0006248713421643549, + 0.0006228130927140274, + 0.0006203605631381197, + 0.000618055183102378, + 0.0006144067340650248, + 0.0006095350195184562, + 0.0006093187571996598, + 0.0006051852676632053, + 0.0006047091201856214, + 0.0006032878788023823, + 0.0006016506335252282, + 0.0005976508510690612, + 0.0005976018321843968, + 0.0005956973952039117, + 0.0005908511983276183, + 0.0005863317456657308, + 0.0005857436537812379, + 0.0005851334298051464, + 0.000580954945011784, + 0.0005792039599405795, + 0.0005779591189430767, + 0.0005778275584740014, + 0.0005738948638300558, + 0.000572880984355366, + 0.000570263878376107, + 0.0005693101068730338, + 0.000567067279321097, + 0.0005661602851944907, + 0.0005627843067086934, + 0.0005618597079635668, + 0.0005586789152007828, + 0.0005564987206163499, + 0.0005528106595701993, + 0.0005500277083776854, + 0.000549826342051324, + 0.0005497082316159176, + 0.0005476376132171882, + 0.0005471991578890708, + 0.0005460291572305263, + 0.0005406852573751951, + 0.0005399188054929687, + 0.0005368156063437702, + 0.0005342718915758208, + 0.0005318479362598742, + 0.0005304186531315995, + 0.0005202319400913129, + 0.0005190599620190223, + 0.0005189400291101529, + 0.0005166555052442926, + 0.0005162148669488159, + 0.0005113233832668905, + 0.0005111763975084855, + 0.0005011069059436067, + 0.0004945338591672574, + 0.0004898129156105645, + 0.000488423421503012, + 0.0004883292871884851, + 0.0004870906039126087, + 0.0004815892115091555, + 0.00048126501047283845, + 0.0004774399490399869, + 0.0004685667196242081, + 0.000465197739170951, + 0.00046404445826616123, + 0.0004593627666618734, + 0.00045626633859931686, + 0.00045473745718651996, + 0.0004541874446635355, + 0.0004469196989086669, + 0.00044500479445085497, + 0.00044258114392924753, + 0.0004388131292338917, + 0.0004354991531015228, + 0.00043470083523116423, + 0.000431929834072818, + 0.0004238087565156973, + 0.00042265577159082083, + 0.0004195755960366919, + 0.00041659590024817165, + 0.00041167143262339637, + 0.00041166081070054467, + 0.0004106928131178833, + 0.0004105760120968612, + 0.0004105379776498526, + 0.0004085340668990735, + 0.0004063387391699906, + 0.0004030124674864786, + 0.00040129728711066863, + 0.0004009016794959042, + 0.0004004009780241491, + 0.00039635416604281634, + 0.0003951193699782167, + 0.0003930249013933002, + 0.0003908759523740107, + 0.00039048838013949717, + 0.0003889206426374349, + 0.0003875435963060429, + 0.00038511226092145616, + 0.00038234843683223105, + 0.000375451343269849, + 0.0003736761868012519, + 0.0003662917328595867, + 0.0003624591954651551, + 0.000362065430988933, + 0.00035685023672632694, + 0.0003533464275221775, + 0.00035110311007669056, + 0.0003460131400703233, + 0.0003443752977674644, + 0.0003395525671609074, + 0.0003382181814304239, + 0.00033104326208586695, + 0.0003294407555883456, + 0.0003284276676100234, + 0.00032750365144760684, + 0.00032730289338664615, + 0.00032480063149019817, + 0.00032468405093915843, + 0.0003240083896148284, + 0.0003239244418032785, + 0.00032116904970824213, + 0.00031415916919340093, + 0.0003137585072818933, + 0.00031280235498993414, + 0.00031139439199633485, + 0.00030968019800582864, + 0.00030810590105894803, + 0.0003079463414367253, + 0.0003042600444575461, + 0.0003033998620743976, + 0.00030327336541830023, + 0.0003018959579289712, + 0.0002976102491446265, + 0.00029708239239390936, + 0.0002954074618395655, + 0.00029380168028161164, + 0.0002924574621260466, + 0.0002904017870059916, + 0.000289643820452145, + 0.00028684438530722495, + 0.000286552203754332, + 0.000281397426361261, + 0.00028056877846198755, + 0.0002790036804171566, + 0.0002786021539822426, + 0.0002783456065527019, + 0.00027766122603623477, + 0.0002774637743765505, + 0.0002756614107300356, + 0.00027426342776446026, + 0.00026874820284524713, + 0.0002687098603986769, + 0.00026690695325221867, + 0.0002634974418597166, + 0.00026159877970443625, + 0.00026043844336876655, + 0.0002589779866506019, + 0.0002573058584994305, + 0.00025611948581842864, + 0.00025504562953204587, + 0.0002543502205515808, + 0.0002516218126501022, + 0.00025004803626558087, + 0.0002480515376353967, + 0.0002476610006929854, + 0.00024753078114308173, + 0.00024449043631502685, + 0.0002435093837303576, + 0.0002408694486484749, + 0.00023988583801447418, + 0.00023742477448785506, + 0.00023519983998108586, + 0.00023458439162863027, + 0.00023407020636992474, + 0.000232734308950747, + 0.00023255725490594836, + 0.0002309013063299246, + 0.00023031954679458152, + 0.0002292847957524332, + 0.0002279365661036176, + 0.0002276262111370459, + 0.00022426817698753033, + 0.00022364689100929668, + 0.00022311824487319934, + 0.00022220405199262273, + 0.000218608667506072, + 0.00021742791641955785, + 0.00021730114162970564, + 0.00021677775193958119, + 0.00021591562851364262, + 0.00021561870827019864, + 0.00021401615176373735, + 0.00021369093090430362, + 0.0002126230604186071, + 0.0002120743849744472, + 0.00020923786007476743, + 0.00020909715850438303, + 0.0002053729072331196, + 0.0002041408817764382, + 0.0002037439945671828, + 0.00020316161670671848, + 0.00020148735445801007, + 0.0001983641920037337, + 0.00019656863350453436, + 0.0001953938535791898, + 0.00019505851367332747, + 0.0001943034114101093, + 0.00019346317668422153, + 0.00019217936734897178, + 0.00019163584719624895, + 0.00019053565019128518, + 0.00018967058464656756, + 0.00018432660049280322, + 0.00018369947651425742, + 0.00018354186336277337, + 0.00018235200777565164, + 0.0001809475310003673, + 0.00017975500384875742, + 0.00017798328563664684, + 0.00017418184386398247, + 0.0001709436825024445, + 0.0001657682102489545, + 0.00016511322057197222, + 0.00016357742089532644, + 0.00016257739467593558, + 0.00016244790480741107, + 0.00016167130544543747, + 0.00016144749138341633, + 0.00016130038721866397, + 0.0001607957102750235, + 0.00016028512490169345, + 0.00015867176963055792, + 0.00015501107992501768, + 0.00015394316918768583, + 0.00015366560207293503, + 0.00015346543321437226, + 0.00015110218489527971, + 0.00014752124774347738, + 0.00014750932321337223, + 0.00014679849249210405, + 0.00014670051141177915, + 0.0001462149972733872, + 0.00014443594877648343, + 0.00014077424549563945, + 0.00014052806104970295, + 0.00013932388721859257, + 0.00013836024964104454, + 0.0001350502182924406, + 0.0001342852937720699, + 0.00013298257090250146, + 0.00013192588050928175, + 0.0001300046729297048, + 0.00012986604750229937, + 0.0001295731279387439, + 0.00012868215115252612, + 0.00012656056789802473, + 0.00012456260174462943, + 0.0001237084985725989, + 0.00012202090433774918, + 0.00012195712914428416, + 0.00011847624387959764, + 0.00011808371558251356, + 0.00011770871173751282, + 0.00011551541419405151, + 0.00011545233882268561, + 0.00011539258913821869, + 0.00011461409987528453, + 0.00011429310632402474, + 0.00011313856192578872, + 0.00011157376217620572, + 0.0001104778354317746, + 0.00011017089711038564, + 0.00010903979203317243, + 0.00010876056499594803, + 0.0001080882974805745, + 0.0001079355351473531, + 0.00010640734674170615, + 0.00010517785325563409, + 0.0001034081481705402, + 0.00010325986627473487, + 0.00010321572298681265, + 0.00010277336185732492, + 0.00010070558639833476, + 9.942970370898298e-05, + 9.93753130584538e-05, + 9.910988747638495e-05, + 9.88035571415609e-05, + 9.651054334620936e-05, + 9.63358417676374e-05, + 9.601851517726047e-05, + 9.469826832414782e-05, + 9.273588552478176e-05, + 9.263564540341749e-05, + 9.25847226026399e-05, + 9.056916147330346e-05, + 9.00052525521798e-05, + 8.84616399910721e-05, + 8.761430668657311e-05, + 8.55136555254122e-05, + 8.471645417269753e-05, + 8.457285733198622e-05, + 8.42171716485208e-05, + 8.299310736755102e-05, + 8.292226142390489e-05, + 8.228225163765784e-05, + 8.180222559499806e-05, + 8.15739423780594e-05, + 7.858326811167768e-05, + 7.840913993647266e-05, + 7.755285271733728e-05, + 7.72630020872658e-05, + 7.683910772725955e-05, + 7.667529148171105e-05, + 7.569521358807549e-05, + 7.366154751279138e-05, + 7.248618194003084e-05, + 7.142957152258575e-05, + 7.142531916832481e-05, + 7.132376023254464e-05, + 7.056082961815968e-05, + 6.978896841635503e-05, + 6.9196431629391e-05, + 6.674939202678654e-05, + 6.570557076462992e-05, + 6.493402988294845e-05, + 6.386926428853731e-05, + 6.361668914080052e-05, + 6.0547559015209605e-05, + 6.038683813496199e-05, + 5.983476005503202e-05, + 5.965974197204781e-05, + 5.945258791412346e-05, + 5.881626203183742e-05, + 5.875513048439437e-05, + 5.841685483241602e-05, + 5.8101990121479744e-05, + 5.764466079978528e-05, + 5.727505810334311e-05, + 5.592983779225042e-05, + 5.562135542768896e-05, + 5.507944068596162e-05, + 5.424974965113085e-05, + 5.3987743186251556e-05, + 5.3164237048552385e-05, + 5.298958064836516e-05, + 5.080713573952694e-05, + 5.054946137443939e-05, + 5.0032737966812006e-05, + 4.992590154386838e-05, + 4.9641539075633194e-05, + 4.856816738669552e-05, + 4.813885656971426e-05, + 4.750383917221666e-05, + 4.689506776322699e-05, + 4.672544842275992e-05, + 4.657113287662517e-05, + 4.367189903020098e-05, + 4.161881110573912e-05, + 4.059624335509994e-05, + 4.0022898049408225e-05, + 3.987867405798118e-05, + 3.930860990020801e-05, + 3.77370744538346e-05, + 3.568373926011916e-05, + 3.559883222932811e-05, + 3.556588283952467e-05, + 3.520742701348507e-05, + 3.507361037860974e-05, + 3.4868365806569645e-05, + 3.4556932742936266e-05, + 3.428086283503662e-05, + 3.281389541555434e-05, + 3.2580823267756155e-05, + 3.20533738754913e-05, + 3.138137510496378e-05, + 3.1138004725568047e-05, + 3.086102909467233e-05, + 3.073387125756522e-05, + 3.0001414178238252e-05, + 2.979049273070094e-05, + 2.929376422190571e-05, + 2.884187029627132e-05, + 2.859468472642536e-05, + 2.8035457053928625e-05, + 2.800215128889514e-05, + 2.772688714059591e-05, + 2.6920578778842656e-05, + 2.683667635627192e-05, + 2.5910655746475038e-05, + 2.579074404912396e-05, + 2.57628076444919e-05, + 2.459451547536909e-05, + 2.395013057296191e-05, + 2.2180104992896295e-05, + 2.2074458833566027e-05, + 2.1732148552205196e-05, + 2.1556800377140322e-05, + 2.1529351875974217e-05, + 2.1337586227153805e-05, + 2.1106281442717802e-05, + 2.0932913407940994e-05, + 2.068106793739603e-05, + 2.0677331868410582e-05, + 2.063335200951064e-05, + 2.0468165477849787e-05, + 1.9858180153272395e-05, + 1.9605644443265397e-05, + 1.9601792888396582e-05, + 1.9026392482221867e-05, + 1.836064821090561e-05, + 1.8124867028118288e-05, + 1.7966826011426762e-05, + 1.7352477269409333e-05, + 1.7064988653442372e-05, + 1.6558343706366777e-05, + 1.6524161479791334e-05, + 1.6331563262088396e-05, + 1.6172595333898004e-05, + 1.5793375385137362e-05, + 1.578235057608016e-05, + 1.4643372158197775e-05, + 1.4059274918251989e-05, + 1.3226117563144751e-05, + 1.3220190759676776e-05, + 1.2723780134749549e-05, + 1.2691179357882846e-05, + 1.2545709539978434e-05, + 1.2539525664798228e-05, + 1.1624142636730334e-05, + 1.1501559632609011e-05, + 1.1251260845948468e-05, + 1.0954378418741316e-05, + 1.0300518574813178e-05, + 1.0171562245521094e-05, + 9.785219244572255e-06, + 9.687948350981651e-06, + 9.156683585104322e-06, + 8.975158491714374e-06, + 8.8478140088581e-06, + 8.407941130090098e-06, + 8.302445530559968e-06, + 8.249505537121991e-06, + 7.447964503081591e-06, + 7.372727445232161e-06, + 7.228460960450092e-06, + 7.167391873521743e-06, + 6.610221561666029e-06, + 6.593564310352473e-06, + 6.196816116795037e-06, + 6.148075376271118e-06, + 5.776319761936137e-06, + 5.700546006609297e-06, + 5.452050369498812e-06, + 5.367848434745534e-06, + 5.187209837769046e-06, + 4.710926309501802e-06, + 4.6422154211906435e-06, + 4.373019205824738e-06, + 4.370550824367966e-06, + 4.226826497526322e-06, + 3.967585889013097e-06, + 3.8015829567932563e-06, + 3.7316503852156035e-06, + 3.721157903219587e-06, + 3.1951535786443696e-06, + 3.1816767764628578e-06, + 2.736126851001088e-06, + 2.4373282933060076e-06, + 2.3695609835360107e-06, + 2.08387189290037e-06, + 2.0618235134695353e-06, + 2.0147796674232816e-06, + 1.9716966578740153e-06, + 1.6626660820858942e-06, + 1.6605834162844792e-06, + 1.593471780432418e-06, + 1.5648006940881251e-06, + 1.3634742263648404e-06, + 1.3564870224965462e-06, + 1.3522460613075234e-06, + 1.2268986494504057e-06, + 1.0880416994560141e-06, + 1.0804523650890231e-06, + 1.0387434809657538e-06, + 1.0268227716904741e-06, + 1.004358986464302e-06, + 8.102274842334658e-07, + 7.070319483622634e-07, + 5.960523740228843e-07, + 5.76862045714574e-07, + 5.044672826168595e-07, + 4.786507303624481e-07, + 4.502456038678184e-07, + 4.3384307656617245e-07, + 3.9595576600482835e-07, + 3.636907351031423e-07, + 3.538420439598892e-07, + 3.502801144896378e-07, + 3.088399743654883e-07, + 1.5039302847327054e-07, + 4.050053926238156e-08, + 3.3448829882706693e-09 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 83.2, + "precision": 25.238095238095234, + "recall": 19.714285714285715, + "f1": 20.641025641025642 + }, + "selection": { + "precision": 0.544097243169448, + "recall": 7.792207792207792, + "f1": 1.017138716900308, + "jaccard": 0.5117192572846703 + } + } +} \ No newline at end of file diff --git a/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Epilepsy.json b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Epilepsy.json new file mode 100644 index 0000000000000000000000000000000000000000..b537809ebed1305b7e8f79f0332118fb1a1fcf55 --- /dev/null +++ b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Epilepsy.json @@ -0,0 +1,3795 @@ +{ + "significant_genes": { + "Variable": [ + "AATF", + "AADAC", + "ACTMAP", + "ALPK2", + "A2M", + "ABCF2", + "ABCC6", + "ACADVL", + "ACSM4", + "ACSM5", + "ACOT4", + "AAMDC", + "ADAMTS12", + "ANKRD40", + "AASDHPPT", + "ABHD2", + "ACRV1", + "ABCB10", + "ACOT2", + "ABCE1", + "ACTN3", + "ADGRG4", + "ABCB8", + "ABI3BP", + "ABCC10", + "AGR2", + "ALDH4A1", + "ART3", + "ACAT2", + "ALDH1L1", + "AACS", + "AADACL3", + "ABCC13", + "ADGRE4P", + "ACSM2A", + "AFG1L", + "ABCA8", + "ABCC8", + "AK2", + "AHCYL2", + "ADAMTSL2", + "AGRP", + "ABLIM3", + "ADAMTSL5", + "AEN", + "ABHD17B", + "ALDOB", + "ABCA6", + "ARHGAP24", + "AFF2", + "ALKBH4", + "ADAM21P1", + "ACSM3", + "ARL3", + "ADRA1A", + "ABHD1", + "AKAP7", + "ABHD13", + "ABCA12", + "ABLIM2", + "ACTR5", + "ACTR2", + "ABCA11P", + "ACBD6", + "AARSD1", + "ABHD5", + "ADCYAP1", + "ABCB5", + "ACO2", + "ACTR10", + "ADCY9", + "AGER", + "ALAD", + "ADAP2", + "ACMSD", + "AOX1", + "ADAD1", + "ABCC9", + "ADGRD2", + "ACKR1", + "A3GALT2", + "BPIFA4P", + "ANKZF1", + "ARHGAP22", + "ARHGAP23", + "ABHD17A", + "ACOT1", + "APBA3", + "ADH5", + "ABCC4", + "ANKK1", + "APLP1", + "ADAD2", + "ACTRT1", + "ABHD12", + "AIRIM", + "BBS5", + "ABRAXAS1", + "ASIP", + "ADGRG2", + "ANGEL2", + "ADCY1", + "AKAP1", + "ALOX12P2", + "ABI1", + "ALDH1L2", + "ABRA", + "BMP5", + "AGAP7P", + "ALG1L1P", + "ABCB4", + "ACER1", + "ADAM21", + "AARS1", + "ACSL5", + "ANO3", + "ALX1", + "APCS", + "ADGRG6", + "AP4M1", + "ABCA10", + "ALG9", + "ACKR3", + "AP2S1", + "AKAP8", + "C1orf167", + "ALDH7A1", + "BHLHE22", + "ADCK5", + "ACACB", + "ADORA3", + "ARSL", + "ABAT", + "AKR1B15", + "ADA", + "APLN", + "ALDH18A1", + "APCDD1", + "ASXL1", + "ANGPT2", + "ANK3", + "APOBEC3H", + "ADAM5", + "C3orf20", + "AFDN-DT", + "AKR1C8", + "ATXN1L", + "ATG10", + "ARFRP1", + "HMGB4", + "AEBP1", + "ABCD1", + "ADK", + "ADO", + "ALDH16A1", + "ARID1A", + "ARHGEF19", + "ADGRV1", + "ABCB11", + "ACTL10", + "C2", + "ABCF3", + "ADAM32", + "ADIPOR1", + "CETN3", + "AK3", + "CTXN2", + "ANKAR", + "AFAP1L1", + "ACTL6B", + "ACAP3", + "A1BG", + "BANP", + "CHRM1", + "ADAMTSL4", + "ANKRD13C", + "ALCAM", + "ADGRF2P", + "CACNA2D1", + "APEX2", + "ANO1", + "ANO7", + "AP4B1", + "ADTRP", + "ANKFN1", + "ADORA1", + "AP2A2", + "ANKMY1", + "ADAMTS8", + "ABR", + "BAGE2", + "COLEC10", + "ASTE1", + "AP5S1", + "ARHGEF15", + "AP4E1", + "AADAT", + "AHSP", + "ACVR2A", + "AGT", + "ABHD11", + "APOLD1", + "ARID3C", + "CLEC4GP1", + "ATF1", + "ADAM22", + "ACTL7A", + "CNPY1", + "ANKRD34A", + "ALPL", + "AAK1", + "C12orf43", + "ACTR6", + "AIPL1", + "AURKC", + "ARHGEF16", + "ACVR1C", + "ASPN", + "ANKRA2", + "ADAMTSL1", + "AACSP1", + "BDH2", + "ACSM2B", + "AAAS", + "ACP2", + "AMER3", + "ABRAXAS2", + "ANAPC15", + "CAPN11", + "BMERB1", + "CA14", + "CRTC3", + "CD109", + "CAND2", + "C1orf216", + "ABCB1", + "FUZ", + "GARNL3", + "ACP5", + "AQP4", + "ADAM8", + "AKAP14", + "DHX30", + "ATRX", + "ANKRD24", + "AMPH", + "AMELX", + "ARHGEF28", + "ARMH4", + "ANKLE2", + "ACSM1", + "BRDT", + "AQP1", + "ARLN", + "ADCY4", + "CCDC27", + "BDNF-AS", + "AMPD3", + "AP1S1", + "AKIRIN2", + "ADARB1", + "CDH7", + "ADAMTS10", + "ANKIB1", + "AMHR2", + "ANKS4B", + "ANOS1", + "ACTBL2", + "ATAT1", + "ARHGAP32", + "ADAMTS16", + "CALR3", + "CLLU1-AS1", + "BAHCC1", + "AIG1", + "ANKRD20A8P", + "BCL2L12", + "ALDH3A2", + "FAM225B", + "ATP10D", + "ASB16-AS1", + "AICDA", + "SCTR", + "BMAL2", + "ATP5MC3", + "CCAR2", + "DAZL", + "ANAPC2", + "ADGRF4", + "BCO2", + "ADAM7", + "AGAP4", + "ACTG1", + "ADGRB2", + "C16orf87", + "BPESC1", + "FAM90A13", + "ANKRD54", + "BRI3BP", + "BTNL2", + "AMY2B", + "ACOD1", + "COL11A1", + "ADIPOR2", + "ACADL", + "AIF1", + "ANAPC7", + "CHRDL2", + "CHDH", + "ATRNL1", + "C3orf18", + "CDYL", + "ACOX3", + "CDKL3", + "MGAT5", + "ANKRD31", + "DUX3", + "ANKRD18B", + "ACBD5", + "ANO2", + "ARHGEF25", + "ABCB9", + "AVP", + "CGREF1", + "BRS3", + "AKAP6", + "C10orf55", + "APOBEC3D", + "LOC654780", + "AHSG", + "DAZ4", + "CLSTN2", + "LILRA3", + "AADACL4", + "CBX8", + "BRWD1-AS2", + "COQ3", + "ATAD3B", + "ANKRD18A", + "GLRA1", + "BCAT1", + "ACO1", + "ATF6B", + "CACNA1A", + "CASP9", + "ACYP1", + "C7orf57", + "ATXN2L", + "ABI3", + "ABCA3", + "ADGRL3", + "TRIM42", + "CHST2", + "DLST", + "DHDH", + "ABO", + "ASAH1", + "ACOXL", + "ADGRE3", + "CHRM4", + "CCDC116", + "ACTN2", + "ABITRAM", + "CFAP20", + "BMP2KL", + "BCL9L", + "AKNA", + "ANAPC4", + "AAR2", + "ADAMTS1", + "DEFB103A", + "AMDHD2", + "C1orf53", + "ANK1", + "CLEC4M", + "AKIRIN1", + "SNORD113-5", + "ADGRL1", + "AZGP1", + "CARD19", + "CHD1L", + "ADORA2B", + "AFDN", + "ACR", + "C1QBP", + "ADAMTS7", + "ANKRD35", + "ANXA2P1", + "ABTB1", + "CENPL", + "AAGAB", + "ARMCX5", + "ANKRD20A2P", + "AKR1C4", + "AKR1A1", + "AGBL2", + "COL13A1", + "ASB12", + "DAPL1", + "APMAP", + "PAFAH1B3", + "ADAM17", + "AGO2", + "ADAM15", + "ATP6V1F", + "AXIN2", + "DRAXIN", + "ADAMTS4", + "CLDN3", + "AGAP11", + "ADGRA3", + "ABCD2", + "ADH4", + "AGPAT3", + "CSNK1E", + "ABCA9", + "ARSB", + "ARHGAP10", + "AQP6", + "HRG", + "ADGRA1", + "CFAP53", + "CATSPERE", + "ANKRD20A11P", + "BIRC2", + "CDC14C", + "AGPAT4", + "BTBD16", + "CNTNAP1", + "ATP5PD", + "ANXA8", + "DUOXA1", + "C5", + "CNR2", + "CLTCL1", + "ABCA1", + "AGRN", + "ARHGAP5", + "FBXL2", + "DTX1", + "AASS", + "AATK", + "NLRP3", + "ARRDC1-AS1", + "APOL6", + "ANKRD27", + "ANLN", + "ATP6V1G3", + "APEH", + "ACSS3", + "CRTAP", + "ATP13A2", + "CARMIL1", + "FANCB", + "CBLL1", + "CCDC42", + "ABCF1", + "ANKUB1", + "CHRNB2", + "ANP32E", + "CLCN1", + "CLIP3", + "LOC613038", + "ACYP2", + "AFM", + "ADAM18", + "C16orf78", + "ARR3", + "CARNS1", + "ALPK3", + "CCDC144A", + "KCTD21", + "PBX3", + "CPE", + "MIR602", + "ASB18", + "BAIAP2", + "TMEM52", + "ARL14", + "ALYREF", + "C8orf58", + "MIR302B", + "CCDC146", + "RLBP1", + "BDKRB2", + "GINS2", + "EPS15L1", + "C3AR1", + "C10orf53", + "COL4A5", + "BOC", + "BNC2", + "CFAP141", + "ADGRF1", + "BCAM", + "CCDC83", + "IL1RAPL2", + "PKD1L1-AS1", + "COL5A3", + "AGAP6", + "CLN8", + "CLDN23", + "CPT1A", + "COL15A1", + "CPNE9", + "CRTC1", + "CNTN4", + "BPY2", + "ATP6V1G2", + "CDKN1B", + "BST1", + "E2F1", + "BCHE", + "PADI3", + "RASD2", + "EXD1", + "BBIP1", + "ACAP2", + "ARL17A", + "IFITM5", + "ASIC1", + "INSM2", + "CACNA1H", + "BEND4", + "ANXA9", + "THOC6", + "LOC646804", + "GDPD5", + "CELF6", + "ARMCX3", + "EDIL3", + "ABHD8", + "AMPD1", + "AMMECR1", + "ALG6", + "ATP6V1B1", + "ASPHD1", + "AWAT2", + "KCNH5", + "FGFR2", + "FABP2", + "FST", + "ANKRD40CL", + "LOC727980", + "CCNK", + "ASCC2", + "CLDN1", + "ARID5B", + "CITED1", + "DUX4L8", + "ADIPOQ", + "APOC3", + "ALKBH7", + "KCNH3", + "AVPR1A", + "CPZ", + "CCDC71", + "CGB1", + "AMELY", + "ARFIP2", + "GCK", + "ATP12A", + "CHPF2", + "CHSY1", + "ARHGAP31", + "IQUB", + "FIGLA", + "NQO2", + "ANP32A", + "CSMD2", + "CERS4", + "C1orf105", + "ABCC2", + "AGO1", + "AMBN", + "AGAP10P", + "ABCB6", + "ANKRD2", + "ACTA1", + "AP1M2", + "PRODH2", + "DPEP1", + "ATP5MF", + "TACC2", + "ACAT1", + "CEACAM18", + "ADCY2", + "ASPSCR1", + "CHRM5", + "CABIN1", + "C2CD6", + "BMPER", + "DEFB107B", + "CACNG6", + "HPN", + "BRD1", + "ENPP6", + "BARHL2", + "CHKB", + "ALDH2", + "ADRA2A", + "DNAH5", + "CACNA1F", + "ABCG4", + "BCAS4", + "XKR7", + "BMP3", + "BZW1", + "BIRC8", + "ADAMDEC1", + "ALKBH5", + "IER5L", + "ADRB3", + "CAPNS2", + "C20orf96", + "CFAP298-TCP10L", + "AMFR", + "CRLF1", + "AGBL3", + "CORO1B", + "FRK", + "ALDH9A1", + "CLCNKA", + "AKAP10", + "MOCOS", + "ATE1", + "ADGB", + "KIAA1217", + "FTCD", + "B3GNT7", + "CAD", + "CCL15", + "ACTC1", + "FAM90A16", + "ACLY", + "ETV5", + "BLK", + "CSH1", + "ATP2B4", + "L1CAM", + "CTSL3P", + "CLDN6", + "DYNC2H1", + "BLCAP", + "FRAS1", + "ASNSD1", + "ARHGEF7", + "C1S", + "ABCC3", + "CCNB2", + "RER1", + "NUS1P3", + "CLCA4", + "HDGF", + "ANXA4", + "CAVIN4", + "MRGPRX1", + "CPLX1", + "FFAR4", + "CATSPERD", + "EGFL8", + "AXIN1", + "ACKR4", + "CRYBB3", + "ANKRD53", + "NSMCE1", + "AKR7A2", + "AP3D1", + "CCDC162P", + "CCHCR1", + "ARL13B", + "BCO1", + "C1QL4", + "ANKRD16", + "ARHGAP8", + "GRAMD1B", + "KRTAP23-1", + "ARPC5", + "GPR83", + "FAM120C", + "CSF1", + "BUD31", + "CBR1", + "ANKS1B", + "DSCAML1", + "CA6", + "GLI4", + "DLX6-AS1", + "ATN1", + "CDH18", + "APOBEC4", + "BPIFB4", + "AGPS", + "ARHGAP12", + "CLIP2", + "SNORD51", + "CCDC191", + "ADAM19", + "CXADRP2", + "AHCY", + "AKR1C6P", + "ELOA3BP", + "ISL2", + "ARMC8", + "CEP72", + "C17orf50", + "AGTR2", + "EFNB1", + "DRD3", + "CCDC152", + "AKT2", + "ALKBH3", + "ADRM1", + "COG7", + "BOD1", + "BCL10", + "ANKRD20A1", + "C11orf98", + "EPCIP", + "CDRT4", + "ALDH3B1", + "APOB", + "FAM187B", + "CES5A", + "OR8H1", + "CELP", + "ATP5PF", + "ABCG1", + "RAD54L", + "ARF5", + "TMEM171", + "KIAA1210", + "ADA2", + "SPIRE2", + "ADNP2", + "CMC2", + "CDCP1", + "CDC42EP2", + "ALDH3A1", + "HCRTR2", + "COMP", + "ASIC4", + "ANXA10", + "ABHD14B", + "MTSS2", + "CCR5", + "ARMC7", + "BCS1L", + "BRD3OS", + "ALKAL1", + "KLK2", + "ATP2A1", + "CD72", + "ZNF843", + "CD19", + "C8orf74", + "AGBL1", + "DRGX", + "ARL5C", + "MIR524", + "AGAP9", + "CCT4", + "H3C2", + "C11orf87", + "ADGRG7", + "LOC729218", + "NXF4", + "CNTF", + "CCDC13", + "ARL17B", + "LIMA1", + "ASB13", + "ARMS2", + "ADHFE1", + "OR1A1", + "ALG10", + "ABTB3", + "ANKRD11", + "ADCYAP1R1", + "LOC100131496", + "BBLN", + "KCNJ5", + "ASB17", + "HEBP1", + "CRCT1", + "ANGPTL1", + "GLDC", + "ADGRG1", + "FAAP24", + "OMD", + "ATOSB", + "LOC647264", + "CENPM", + "NPDC1", + "LINC00696", + "PKD2L2", + "ADAM10", + "HENMT1", + "MIR629", + "COX11", + "LACC1", + "CA5A", + "DNAH17", + "ARSJ", + "HSD11B1", + "GPX3", + "CD300E", + "DDX43", + "CSPG4", + "BAGE", + "FMN2", + "ANXA2", + "LOC100130872", + "HLA-DOB", + "IFNA5", + "GPR152", + "BTNL3", + "MYL9", + "MVK", + "CDH22", + "ASIC5", + "AKT1S1", + "CRY2", + "BAD", + "WNT1", + "B3GNT3", + "TBX6", + "ACTRT3", + "COL18A1-AS1", + "CCIN", + "ARHGAP9", + "BAK1", + "APRT", + "CHRDL1", + "MIR1915HG", + "RBFA", + "ATP5MK", + "TOP1MT", + "ADIG", + "ASCC1", + "CCDC144NL", + "ATP6V0A1", + "CHI3L2", + "CNTNAP2", + "CLK2", + "BDH1", + "DNAH14", + "CD4", + "MIR620", + "SNORD91B", + "ADH5P4", + "ARRDC5", + "DNAJC5B", + "CD38", + "ALDH1A3", + "AGPAT5", + "FAM219A", + "PBLD", + "C12orf50", + "ARG2", + "FAM210A", + "CLBA1", + "IL22", + "ATP10A", + "ADAMTS3", + "OR8G2P", + "MYL10", + "CLEC11A", + "GEMIN4", + "BABAM1", + "DSCR9", + "HLA-C", + "CCK", + "GCC2", + "BLOC1S2", + "MIR141", + "ARHGAP35", + "CCDC7", + "EXOSC2", + "DNHD1", + "NAV3", + "ELFN1", + "CYP4Z2P", + "TRPM4", + "AMER1", + "CCNQP1", + "AUNIP", + "ARHGAP19", + "CDK9", + "C1QA", + "AMH", + "CHRNB1", + "CABP5", + "EPHA2", + "SPACA5", + "ADSS2", + "CCNB3", + "BTNL9", + "APEX1", + "MPV17", + "AFG2B", + "MUC15", + "PNKD", + "ACTR3B", + "HNF1B", + "CLEC12B", + "BAG3", + "CDK3", + "ASB3", + "LRP3", + "COL26A1", + "ATL3", + "RCN3", + "BPHL", + "LZTS1", + "GAS1", + "ASIC2", + "ERICH4", + "C2CD4D", + "CLHC1", + "CDK5RAP1", + "FKSG49", + "AP1G1", + "DNAJC17", + "DANCR", + "MIR548Q", + "EML5", + "ARIH2OS", + "HOXA11-AS", + "CCDC148", + "LIMD2", + "AZU1", + "APOE", + "DMWD", + "KRCC1", + "ZNF607", + "MIR494", + "BPI", + "C2CD4A", + "ENTR1", + "FAM87A", + "ALS2CL", + "KCMF1", + "ARSK", + "DMP1", + "KLK5", + "COX5B", + "CEP63", + "CAPN14", + "C1orf146", + "DERPC", + "ERCC6", + "BORA", + "GABRB1", + "ODAD3", + "ADRB1", + "CTIF", + "TMSB15A", + "RCN1", + "LYSMD4", + "AKR1C1", + "BAZ2A", + "CNGA4", + "NR2F2", + "C12orf76", + "GRHL3", + "CFHR1", + "B3GNT5", + "FOXF2", + "CD101", + "HAS1", + "INO80C", + "CD180", + "MIRLET7C", + "GMDS", + "EME1", + "H2BC21", + "MAP1LC3C", + "DNAI3", + "PPIL6", + "CBLN1", + "ADCY7", + "FAM90A20", + "LCE4A", + "DBX2", + "BMP1", + "C2orf15", + "ATG2B", + "EIF4ENIF1", + "CLIC4", + "C1GALT1", + "C1orf21", + "CDH16", + "CCDC144CP", + "DHRS3", + "KCNA1", + "BICDL2", + "ATP1B1", + "DISC1", + "HOXD10", + "C1QL2", + "ADD3", + "APOH", + "ATP1B2", + "CDC40", + "ADGRG3", + "COMMD7", + "MIR761", + "CSNK1A1P1", + "CD177", + "ACOT11", + "FILIP1", + "SAMD13", + "GCOM1", + "LDLRAD3", + "SFMBT2", + "ACSL6", + "CHAT", + "CSPG5", + "CAPN3", + "CCDC85B", + "CASK", + "MRPL9", + "CADM2", + "ARL8A", + "DEFB130A", + "FGFR4", + "AIFM1", + "DDX56", + "PBK", + "DRD1", + "GNRHR2", + "MRPL34", + "IL19", + "LTC4S", + "CPXM2", + "ATP1A1-AS1", + "EMID1", + "RBP1", + "DEFA6", + "AGL", + "PHLDB1", + "MIR455", + "LRRC36", + "GDF9", + "ACSS1", + "C11orf16", + "CALML3", + "TBPL2", + "ADAMTS20", + "CELF3", + "RIMBP3C", + "ABTB2", + "MIR29B1", + "HDX", + "BNIP1", + "COIL", + "OBSL1", + "CAMTA2", + "BAZ1B", + "CCM2", + "GIP", + "DGCR2", + "CDC42SE2", + "KRT81", + "NMU", + "BHLHA15", + "CSNK1A1L", + "EPHA1", + "B4GALNT3", + "BHLHE23", + "PRSS53", + "ANKRD22", + "ADAT2", + "PCDHGA4", + "DMAC2L", + "ARHGAP29", + "ADGRG5", + "SVOP", + "RIN1", + "CEP135", + "NCK1", + "FAM90A19", + "ADGRB1", + "ECE2", + "LOC151760", + "ADIRF", + "ALOX5", + "SUPT16H", + "MAGEA2B", + "ADPRH", + "ARNT2", + "GATA1", + "C19orf18", + "CRISP3", + "MFSD5", + "ATP6V1E2", + "CIAPIN1", + "INSM1", + "OVGP1", + "ART5", + "CHRNB3", + "COQ4", + "GGT7", + "PRSS37", + "F10", + "IRX5", + "CLPSL2", + "ANGPTL4", + "CREBL2", + "SPACDR", + "UCK2", + "LRRC32", + "CARD11", + "BCAR4", + "GRM4", + "NMRAL1", + "FABP5P7", + "AASDH", + "ARHGAP11A", + "CSAG1", + "NWD2", + "BBS10", + "CBLL2", + "FGF17", + "PAGE1", + "LIN54", + "BBS4", + "SNPH", + "CEMP1", + "ADSS1", + "CCKAR", + "C2orf78", + "CRMP1", + "RBMY1A1", + "BCL7B", + "ASCL4", + "LAMB2", + "SNORA25", + "DIS3L", + "BMX", + "GLYAT", + "SPESP1", + "GJA4", + "MMP8", + "MARK1", + "AFAP1", + "DPEP3", + "CYP4Z1", + "APOOL", + "BARX2", + "CDCA2", + "ELMOD2", + "AMMECR1L", + "NR0B2", + "ADGRD1", + "CHRNB4", + "KANK1", + "IL6ST", + "PRPF38B", + "LOC391322", + "CDK15", + "TP73", + "OR4S2", + "ASB5", + "ATP2B2", + "PPARA", + "ELP5", + "DCUN1D2", + "ADAMTS5", + "FAM120B", + "EHD3", + "HSD3B2", + "ADAT1", + "CDK8", + "BAGE3", + "BIRC6", + "HOXD9", + "DPPA2", + "APRG1", + "FAM170B", + "PGAM1", + "DRC12", + "ZNF454", + "HRNR", + "LTB4R", + "MRO", + "MRPL28", + "RENBP", + "MIR193B", + "MMP15", + "NEURL2", + "BOLA3", + "SNORD119", + "ACTR1A", + "CCP110", + "CLTC", + "AMN1", + "GTF2F1", + "AQP11", + "AGTPBP1", + "CTPS2", + "ASXL2", + "ADORA2A", + "BAG6", + "OR5I1", + "CCNF", + "CDRT15P1", + "HCG27", + "BAG4", + "LAMB3", + "DCAF8L2", + "RRH", + "DOK5", + "TTC31", + "MECR", + "FYB2", + "MAJIN", + "ARFGEF3", + "FAM3A", + "DACT2", + "ATP2A3", + "BTN2A3P", + "SCGB3A2", + "ACTL6A", + "INO80", + "ACACA", + "CUL3", + "MAGEB3", + "AKAP11", + "CERS5", + "FADS3", + "CECR2", + "ARMCX5-GPRASP2", + "LAMTOR1", + "OR10H5", + "ARMCX1", + "WDR48", + "PNMA8B", + "CYP11B2", + "ACSS2", + "CIBAR1", + "PUDP", + "BLVRB", + "ATF2", + "LOC727884", + "DEFB131A", + "B3GALT5-AS1", + "APOL2", + "PCDHGB8P", + "ALDH1B1", + "AGMO", + "HDHD3", + "CXorf65", + "CNTROB", + "CRB1", + "KRTAP19-2" + ], + "Coefficient": [ + 0.04250432552749184, + 0.035681053091316736, + 0.03264741106495474, + 0.032292913304820765, + 0.03183941007632839, + 0.028176451066287266, + 0.02714219086606452, + -0.026346909350068667, + -0.026323335899258647, + -0.02625807661242031, + -0.02497050199070151, + -0.02496958713221643, + 0.024827083582184585, + 0.024609126517471085, + -0.02455710773106085, + -0.024054168891378392, + 0.02401939018090958, + -0.023803963263146266, + -0.023504877741229478, + 0.022909874239162898, + 0.022824102718504262, + 0.022769686637082658, + -0.022545094506941084, + 0.02239767755779761, + 0.022139754597012572, + 0.022120265319240783, + 0.021964319459388336, + 0.02153741693327364, + -0.021325769265683536, + -0.02050168268347509, + -0.019423727318412878, + 0.01932547524631833, + 0.019083402658139688, + 0.01905846389131238, + 0.01903607745368362, + -0.018787719327902696, + -0.018557677727766113, + -0.018535776113534484, + -0.017937565762722374, + 0.01775972094279749, + -0.01757434079486606, + -0.01756878794785958, + -0.01748016106848949, + -0.017233135357698725, + -0.01693264495338323, + -0.01654259817769821, + 0.01568965940315561, + 0.015629247773809158, + 0.015587654981544088, + 0.015542561583627873, + -0.015324455543755522, + -0.015150672411390243, + -0.014974295290871721, + 0.014948984491394604, + -0.014803124532001867, + 0.014694115492211033, + -0.013953278515751868, + -0.013860581551099085, + -0.013824137667784557, + -0.01379387308114292, + -0.013761728392229623, + 0.01374732912668659, + 0.013678094178469501, + 0.013610492985260078, + -0.01317059517777639, + 0.013167598877627933, + -0.01301861069655515, + 0.012960484964993474, + 0.012871068801761561, + 0.01272224533944691, + 0.012663697281947498, + -0.01257554429252553, + 0.012445920748916865, + -0.01232323142110661, + -0.012238852010217259, + -0.012210906678881962, + 0.012195378512276422, + 0.012099215535417754, + -0.011951327639434801, + -0.011909362141367449, + 0.011867126931692762, + 0.011845282942544163, + 0.01168732252326872, + 0.011652534762620705, + 0.011496360261118329, + 0.01138746202709422, + -0.011350303440803546, + 0.011261522571855281, + 0.011168205640900817, + 0.011013896094677069, + -0.010913357688379675, + -0.01083138986117049, + -0.01082781646034308, + 0.010800946138982708, + -0.01074441522541051, + 0.010677400773367807, + 0.010559145140583301, + 0.010464372971138043, + -0.010292284004021381, + 0.010268515707609241, + 0.010240079063080231, + -0.01015883243910632, + -0.010134981898623944, + 0.010106693296995269, + 0.009906472701980468, + 0.009704843943565359, + 0.009583249968354891, + 0.009494494608750419, + -0.00948613421369022, + 0.009458853289472779, + -0.009442823107771881, + -0.00943535244696568, + -0.009434017215336151, + 0.00942374250478344, + -0.00939578715909342, + -0.009378674512418245, + -0.009325202524940965, + 0.009305256601238933, + -0.009280910521926167, + -0.009264342006161714, + 0.009138814014629732, + -0.00913163650123566, + 0.00903547496968549, + -0.00899263228526049, + 0.008863173876750905, + 0.00881074091412376, + 0.008733795024023477, + -0.00865125819650744, + 0.008563371207022418, + 0.008529632071346611, + -0.008527756230657069, + -0.008495367351795383, + 0.008477012604764186, + 0.008459981406491854, + 0.008457258653540724, + -0.00837774074110708, + -0.008369436200325459, + -0.008320617071868498, + 0.008307715803857633, + -0.00830355655170998, + 0.008221156280775169, + -0.008219401538731776, + 0.008140224610278822, + 0.008126256590917353, + 0.00809807900076278, + -0.00792408794133277, + -0.007899103665399636, + -0.007869097023056059, + -0.007860516154832443, + -0.00784341143854872, + 0.007748771629872893, + 0.007641799402713661, + -0.00757714360107002, + 0.007538678071101125, + -0.007536432866759842, + 0.00745760163397181, + 0.00744533173569485, + 0.007423934176985083, + -0.007393348536695793, + 0.007374346464215726, + -0.007281589186671879, + 0.007268716031022288, + -0.007262739007649113, + 0.007249393887595196, + 0.0072021537266721255, + 0.007182251436652288, + 0.007103341786195519, + -0.007091040763466937, + 0.007067370636818647, + -0.007050192754202747, + 0.007005129836529151, + 0.006904780638391351, + 0.006745158867094421, + 0.006724263024195795, + -0.00670968103899551, + 0.006610409074732769, + 0.00654043222712241, + -0.006540048082904948, + 0.006508410652741398, + -0.006507371449982997, + 0.006464250567983792, + 0.006414134970141988, + 0.00637730621679619, + -0.006365919387126591, + 0.006346569330212724, + 0.006318293283356318, + -0.006310152934801239, + -0.0062659580124307945, + -0.006211265097217149, + -0.006109082243044499, + 0.006041711773126409, + 0.006000672243781224, + -0.005979440595907076, + 0.0059712854656838775, + -0.005907553786444079, + 0.005907247287737086, + -0.0058859229591378725, + -0.0058397802343425, + 0.00581128889878806, + 0.005793407007776004, + 0.005782213742108887, + 0.005757363352788579, + -0.005752672119155592, + 0.005742122401737167, + 0.0057337518180382895, + 0.00572579161874668, + -0.005725760814639044, + 0.005710075518645637, + -0.005689679677804738, + -0.005661047248508067, + -0.005628815639419446, + -0.005623796464748029, + 0.005618186273841864, + 0.005613637125901162, + -0.005595814124400325, + -0.005588111958355624, + 0.005552852540195118, + -0.005522190766454658, + 0.005483291470012166, + -0.0054569062599748724, + 0.005327555395693765, + 0.005311469943921937, + -0.005283686240588973, + -0.0052712709136224075, + 0.00520887243385996, + 0.0052027757733448705, + -0.0051891607892601875, + 0.005178740377126407, + -0.005141020056001842, + -0.005078466794534183, + -0.0050381157771932335, + -0.0050050199942647715, + -0.004958730031805981, + -0.00494760281195332, + 0.004900429716790103, + -0.0048674827510919606, + -0.004866892975730508, + -0.0048588489257639055, + -0.004825759282110171, + 0.004695173374615657, + -0.004678656522936752, + -0.004670519209676111, + 0.004665509678202099, + -0.004638466744960677, + -0.004625759573199, + -0.004624724294567697, + -0.004567751368136175, + 0.0045307502371520255, + -0.004511855915096758, + 0.004470967306981814, + -0.0044641214729440595, + -0.004418283039878121, + 0.004401108238400005, + -0.004399016887408933, + -0.004382340564574654, + -0.004376798398939252, + -0.004373981248500185, + 0.004373395252540219, + -0.0043688413113870065, + -0.004359975452909534, + 0.00434777524220445, + 0.004345401413189814, + 0.004342617628864752, + -0.004336072686747667, + -0.004322457354060519, + -0.004320927865305224, + -0.004308729119871809, + 0.004257732840165175, + -0.004257676538456659, + -0.004252946909204324, + -0.004251186262538217, + 0.004230464402261801, + 0.004200433969113037, + -0.004184188790774458, + 0.004177653247240319, + -0.004176029856162937, + -0.004173726218426793, + -0.004163950161680526, + -0.004156172291396418, + -0.004153013812591627, + -0.004137959951257041, + 0.004082766083148428, + 0.004082649902685834, + 0.004075373050767715, + -0.004060960917376045, + -0.004048325733377629, + 0.004034012725551994, + -0.004012295502834596, + 0.003982207997110671, + -0.0039607283592837115, + -0.003944065771379295, + 0.003936622120610046, + -0.003904914822159785, + 0.003890159883430594, + -0.0038896766545527283, + -0.0037998267430660627, + -0.0037885505803590077, + 0.003762599222221053, + -0.0037300438779729584, + -0.0037272381633125383, + 0.003688411802077258, + -0.0036846396170201654, + -0.003683987997132441, + 0.0036799746945128647, + -0.003670648936978699, + 0.0036524346472600632, + -0.003645549008471412, + 0.0036438290478568573, + -0.003636656899403208, + 0.0036320624256724323, + 0.003627825482714673, + 0.003623570392257655, + -0.0036218093007173704, + 0.0036187675890506383, + -0.003618118833449905, + 0.003601495820525738, + -0.003591636671317551, + 0.0035809191529044293, + 0.0035759248636335348, + -0.003570801840885006, + 0.003563901041712935, + 0.003550222472734559, + 0.003536563710609254, + -0.0035259674567254718, + 0.003508227700997708, + -0.0035027975412829683, + -0.0034814344299590187, + -0.003480686427014889, + -0.0034802731415148574, + -0.0034787255032609054, + 0.0034761507974174367, + 0.003444109141988639, + -0.0034264457550195132, + 0.0034226809012702594, + -0.003418687266202671, + 0.0034130186044236694, + -0.0033981238797477363, + -0.0033779659770838515, + 0.0033589651430256493, + 0.003308870403569992, + -0.003306555801315923, + 0.0032849981105265063, + 0.003283505548514627, + -0.0032715875568859383, + 0.0032654765605324744, + 0.003265243434556028, + 0.003250878349400432, + -0.0032451013444444645, + -0.0032134077548139693, + 0.0032030462340703857, + -0.0032029152684146913, + -0.0031796657914066554, + -0.0031459678103146825, + 0.0031237667378635724, + -0.0031073523798930197, + -0.003104328677402168, + 0.0031041499164526968, + 0.003092302221435823, + 0.0030796366441526004, + 0.0030770839962159673, + 0.003069536426510314, + 0.0030589400879984328, + 0.003050745031054533, + 0.0030457915967098998, + -0.0030175729894490566, + -0.003010487896958522, + 0.0030047068601436774, + 0.0030027502004874697, + 0.0029880843603245417, + -0.0029850235152840206, + -0.002973848928627405, + 0.0029688314857318357, + 0.0029652234924430003, + 0.0029633662078846837, + -0.0029567223784139874, + 0.0029438314379022904, + -0.002940934990345771, + 0.002938599055605085, + -0.0029381566744979023, + 0.00293483309240678, + 0.002928778640370109, + 0.002924781699634956, + 0.0029074101452481625, + 0.0028684199742070285, + -0.0028546686309697347, + -0.0028427134230629295, + -0.002829226640214372, + -0.002827030359148084, + 0.0028188600316855334, + -0.0028184750272050524, + -0.002816041341700452, + -0.002815297261427618, + 0.002812030444700906, + -0.0028099370624171645, + -0.0028042783676540633, + 0.0027999488883418753, + -0.0027997283016307326, + 0.0027877382813355496, + 0.0027829111928493085, + -0.0027737461823340716, + 0.002768077144981386, + 0.0027574057836220363, + 0.002732585159179792, + -0.0027300578924087738, + -0.002684650617279982, + -0.002676709625730937, + -0.0026684762001768928, + 0.002641101189851827, + -0.0026280334468404866, + -0.0026214302785907157, + -0.0026050068693717603, + -0.0026041737360115546, + -0.0025916592249305135, + -0.0025906664226941507, + -0.002585048672401408, + 0.002581930688985252, + 0.0025626292575793735, + -0.002504315864956331, + 0.00250321183839535, + 0.002502464588855317, + 0.002502117739006678, + 0.00249068463760736, + -0.0024822522009578553, + 0.0024735521324122417, + 0.0024721938591198925, + -0.0024447589476165885, + 0.0024434180448989077, + 0.002393591286028095, + -0.002363012775253155, + -0.0023626021705375816, + -0.00235712908092375, + 0.002356299936303039, + 0.002350864114201408, + 0.0023245074365307967, + -0.002316491958190032, + -0.0023043517344123916, + -0.0022950427915048627, + 0.002284525078813256, + 0.0022681752064599423, + -0.0022609162249947164, + -0.002254935433684123, + -0.0022528962625120393, + -0.0022443463615651623, + 0.002239987466271694, + -0.0022308045166412505, + -0.0022285925626418547, + -0.0022229202804240787, + 0.0022226929833869184, + 0.0022219915245589167, + 0.0022147973014846447, + -0.0022049790429800016, + -0.0021907040353194313, + 0.0021798072507132277, + -0.0021743352316865266, + 0.002169335129403218, + -0.002169200748611001, + -0.0021651086077352443, + 0.0021558726237465263, + 0.0021519767766484655, + 0.002151148857952815, + 0.002143598098650034, + 0.0021304551995845107, + 0.002129576496459032, + 0.0021201387526300977, + 0.0021133588076842932, + -0.0021109686985887567, + 0.0021036415504043105, + 0.002101268434684979, + -0.00209473062863496, + 0.00208361950952446, + 0.002051688866224427, + -0.0020397213761352995, + -0.002022940033527368, + -0.002014516424009913, + -0.001996067308734406, + 0.001989468838467861, + -0.0019834035321303033, + 0.0019827924040369148, + 0.0019665419970050606, + 0.0019611744174765095, + 0.0019557998739509032, + 0.001920562770150365, + 0.0019003417773924996, + 0.0018851261082543573, + -0.0018649772330124425, + 0.0018558761564361058, + -0.0018517944279273146, + 0.0018473051843876068, + 0.0018410823673303542, + 0.0018406494055283648, + 0.00183933679640542, + 0.0018207065463555253, + -0.0018202256670661792, + 0.0018085161552564024, + 0.0018024558514565484, + 0.001797706664703978, + 0.0017945260151239644, + -0.0017890975211083146, + -0.0017862441732657268, + 0.0017832026478028825, + 0.0017753278476195155, + -0.0017681371549612595, + 0.0017526227014527614, + 0.0017231616739205725, + -0.0017222876261812987, + 0.0017132818317445967, + 0.0017114720190140702, + 0.0017109472310120257, + -0.0017079963673447903, + 0.0017049301984043898, + -0.0016924318262228678, + 0.0016872792690067805, + -0.0016854240825127105, + 0.0016832491141804747, + 0.001674189530119545, + -0.0016726811890752215, + -0.0016697783983428793, + -0.0016697118764570542, + 0.0016677221697559998, + -0.0016654876057574906, + 0.0016558746622948822, + 0.0016545963042498457, + 0.0016540623836055594, + -0.001645980873925519, + 0.001635964759248898, + 0.0016329047373372881, + 0.001625066825143495, + -0.0016202369888581114, + 0.0015956044469982026, + 0.0015910996330388103, + -0.0015833311722311862, + 0.0015794659884106187, + 0.001571823783653702, + -0.0015619318363323763, + 0.0015616751561206045, + -0.0015583466571052291, + 0.0015583202642532098, + -0.0015575379447141833, + 0.0015503024099915654, + -0.0015497017130475788, + -0.0015392753919258792, + -0.00153759427040873, + -0.0015316906909650853, + 0.0015299161822844114, + -0.0015018877664243321, + -0.0015017558126584197, + -0.0014943193899726297, + -0.0014921980868390825, + -0.0014736966966163588, + -0.0014553279889219946, + 0.001451577823648668, + -0.0014491580349869444, + -0.001444046251890199, + 0.0014341228017836372, + -0.0014318372124268342, + -0.0014275920204058407, + 0.0014208304450494817, + -0.0014144046114288144, + 0.001412564010310439, + 0.0014122016215936326, + -0.0014114630819373286, + -0.0014098097385432538, + 0.0014094888467449497, + -0.0014079027395141937, + -0.0014074815791185783, + -0.0013953123075245188, + 0.0013932388093771519, + -0.0013874241445515456, + 0.0013823257008725885, + -0.0013792119859747205, + 0.00137915968253847, + 0.001378786202691997, + -0.001377902794856092, + 0.001377734967253027, + 0.001373673461501961, + 0.0013725784823184434, + 0.0013707459596580462, + -0.0013652900222650894, + 0.001363174674403139, + -0.0013576885017186806, + -0.0013574896011388177, + -0.0013534505316735695, + 0.001351576532587841, + -0.0013467852604636182, + -0.0013255792499630398, + -0.0013251888293657808, + 0.0013228236513779259, + 0.0013222843307413086, + -0.0013212133073625563, + 0.0013151419231789891, + -0.0013151199122381518, + 0.0013042609583188063, + -0.0013017460581575145, + 0.001291833052133252, + 0.0012806263677546195, + 0.0012774628710927089, + 0.001276638661606499, + 0.0012695160320429196, + 0.0012693337082765543, + -0.0012690761314727676, + -0.001265270659145826, + -0.0012645434593347928, + 0.0012615125405827448, + -0.0012523498713902141, + 0.0012483778423462012, + 0.0012427070605882564, + 0.0012416537544274963, + -0.0012373358537333793, + 0.001224536628940936, + -0.0012178890633994825, + 0.0012175388573372498, + 0.0012160799988447195, + -0.0012086324676207699, + 0.0012070863702911044, + -0.001205686314002592, + -0.0012046169481653326, + -0.001197659976106986, + -0.001196397793460422, + 0.00118942956313944, + 0.00118809892253834, + 0.0011840093100963305, + 0.0011771997913278805, + -0.0011757765561029817, + 0.0011741295534237952, + 0.0011656553689639053, + -0.0011512041431430283, + -0.001150908955790816, + 0.0011501424956547627, + 0.001146432247820074, + 0.0011445887078525877, + 0.0011412985383685826, + -0.0011390686541273508, + -0.0011359943217835173, + 0.0011337871124362038, + -0.0011274745175003634, + -0.0011247985780546666, + 0.00112355193580484, + -0.0011153270151502035, + 0.0011107642719070708, + 0.0011062262323842094, + 0.0010943164232638757, + -0.0010936069020566117, + -0.0010928616656526963, + 0.0010911497987377407, + -0.0010802730189269879, + 0.0010774750195928961, + 0.0010720083031219496, + -0.0010690446367635435, + 0.0010663859252933454, + -0.0010652832067548404, + -0.0010633731325462446, + 0.0010578208988310284, + -0.0010566743550708849, + 0.0010510196325998534, + -0.0010448232499042902, + 0.0010410110556926277, + 0.001036985703929753, + 0.001032454129157035, + -0.0010318740304072129, + -0.001020074582925319, + -0.0010143363818402383, + -0.0010115198070155358, + -0.0010010999959120452, + -0.001001055478621929, + -0.000994656501537274, + 0.000993358864342078, + 0.0009917099983888693, + 0.000986852497597617, + 0.0009859826273700344, + -0.000983612525947028, + -0.0009776065395607908, + -0.0009768511189352062, + 0.0009726113713943007, + 0.0009703781676718384, + 0.0009673147726459036, + 0.0009640865101582493, + 0.0009603079150425335, + 0.0009590377597897504, + 0.0009489872369379574, + -0.0009487136930773449, + 0.0009430524441203015, + 0.0009405261181918447, + -0.0009373418751461137, + 0.000936271966373665, + 0.0009357000896233514, + 0.0009325319369044908, + -0.0009209739025407137, + -0.0009138991371078635, + 0.0009101671700105122, + -0.0009074223837915934, + 0.0009073217847544257, + -0.0009059956962357501, + -0.0009008621086300241, + 0.0008975074415156481, + 0.0008934423876159662, + -0.0008923048084700289, + -0.0008800965666649012, + -0.0008766512384584224, + 0.0008743764708001509, + 0.0008732066093170177, + -0.000872461983466461, + 0.000864076612899109, + 0.0008554825734515196, + -0.0008526335506399118, + 0.0008500540772810386, + 0.0008478376393978319, + 0.000838734565389394, + 0.0008259286582898925, + 0.0008124459325023397, + -0.000808523356611721, + 0.0008054755839221156, + -0.0008005754698902134, + 0.0007989821719935625, + 0.0007952534032554253, + -0.0007930068764734978, + -0.0007894047835426664, + 0.0007892211713883922, + 0.0007868297124758984, + -0.0007863763128082622, + 0.0007847574692173293, + 0.0007843833808965554, + -0.0007807618874815906, + -0.0007756694894668961, + 0.0007744431780250229, + -0.0007723341404197643, + 0.0007629804971573992, + -0.0007605788538043552, + -0.0007605332105840441, + 0.0007598064093236762, + 0.0007589995528395282, + 0.0007578364960532262, + 0.0007557394887750133, + -0.0007551071976852654, + 0.0007550451752788328, + 0.0007539142722045667, + -0.00075332766632806, + 0.0007514998713701777, + 0.0007503887025841002, + 0.0007503150474906606, + -0.0007455846318654715, + -0.0007423573946664248, + 0.0007367384008769844, + -0.0007360769290986734, + 0.0007351127209148046, + 0.000734839230675875, + -0.000732638152567756, + 0.0007245821159700196, + -0.0007218686481587181, + -0.000720085284999214, + 0.0007152818739791226, + -0.0007146678954137389, + 0.0007006985312269767, + 0.0006964106339885172, + -0.0006954950929755571, + 0.0006951205762544501, + 0.0006937117491075979, + 0.0006920431818935442, + -0.0006887709284149689, + -0.0006737689886631513, + -0.0006732715233273843, + 0.0006655585416546474, + 0.0006635970585725994, + 0.0006555928558997153, + 0.0006542553503070591, + 0.0006530048912966347, + -0.000651118804038661, + -0.000647613261167466, + 0.000643237543769841, + 0.0006411572519711999, + 0.0006406056019976497, + 0.0006402810894138347, + 0.0006381122159480032, + -0.0006273609553554188, + -0.000627283516633956, + 0.0006266530274386138, + -0.0006181732292469967, + 0.0006168026569264305, + 0.0006065561824486296, + 0.0006042908940011478, + 0.0006005344473500019, + 0.0006001002223699853, + -0.0005982822409171391, + -0.0005967957548131174, + 0.0005965173179312249, + 0.0005940772524987882, + 0.0005936863703895859, + -0.0005924952783707622, + -0.0005919081850159401, + 0.0005901711365835187, + 0.0005891119324179576, + 0.0005884864894651114, + 0.0005872449690524839, + -0.0005860509465936173, + -0.0005840247467460428, + -0.0005825725991189756, + -0.00057929607173522, + -0.0005787016898896442, + 0.0005770891679952395, + -0.0005762667495494136, + 0.0005754360074103635, + -0.0005712985234173624, + 0.0005697456733951509, + -0.0005687944951438468, + 0.0005606152711908384, + -0.000558745333762531, + -0.0005584950610545984, + -0.0005567447711128324, + 0.0005564588846204526, + -0.0005520006148954903, + 0.0005518759925712245, + -0.0005504017863795706, + -0.0005480792752542076, + -0.0005435629501894661, + -0.000542340349667929, + -0.00054138676109325, + 0.0005373211631603248, + -0.0005356201743913014, + 0.0005348703083151379, + 0.0005339663021641535, + 0.0005337671252773398, + -0.0005329999655554629, + -0.0005225866553763793, + 0.0005181030170356486, + 0.0005174040131857872, + -0.0005096070314611755, + -0.0005027509991683197, + 0.0005012165742391265, + -0.0005001493645271704, + 0.0004986202137220514, + 0.0004965023033666833, + 0.0004931530423061415, + -0.0004923220016632748, + 0.000491742645493872, + 0.0004874977428261579, + -0.0004847739393090202, + -0.00048119468667478946, + 0.0004770210936608594, + -0.0004676662460369875, + -0.0004655777130170871, + -0.0004612966016143148, + 0.00045911040340217157, + 0.0004575557044655692, + -0.0004538830765385943, + -0.00045250546765464154, + 0.00044912204949631974, + -0.0004453659758641634, + -0.0004435667213942049, + -0.00044344430568959037, + 0.00044016372129893576, + -0.000437967831184897, + 0.0004374203211660943, + -0.0004352607196700884, + -0.00043245050237120136, + -0.0004322008957424499, + 0.0004316760695536155, + -0.000428384592780163, + -0.0004279325098178463, + 0.0004218654609253279, + 0.00042162523606362336, + 0.0004186083784386114, + 0.00041824700351820326, + -0.0004181181681755778, + -0.00041627665608503096, + -0.0004139379475496478, + -0.0004056990854252898, + 0.00040308212821302887, + -0.0004021263872502022, + 0.00039752258633563985, + 0.00039601258237209375, + -0.0003910542265465759, + -0.000386503589480199, + -0.0003859955068044215, + 0.0003820232385230517, + -0.0003773465293429141, + 0.00037574546220625003, + -0.00036736940867158706, + -0.00036723534539950494, + 0.0003648289582300859, + -0.00036329506709964027, + 0.0003608778791505403, + 0.00035817403181134414, + 0.0003560273658697932, + 0.0003520585089037254, + 0.0003507406224802799, + -0.00034808329476730384, + 0.0003480100644969327, + -0.00034386338742174765, + 0.0003402015054387927, + 0.0003390990338944939, + -0.00033828628226033596, + 0.0003361080841746367, + -0.00033585362536998886, + 0.00033397152065545263, + -0.00033156081785318736, + -0.000331500921016839, + -0.000327734229665677, + -0.0003275713277210395, + 0.0003247647021423526, + -0.00032318106652456767, + -0.0003228671254444999, + -0.0003221685245433482, + 0.0003204247967147684, + 0.0003203368084703081, + 0.0003198742112528173, + 0.0003168371836951767, + -0.00031589727754463944, + -0.00031530929562519777, + -0.00031439880514333223, + -0.0003123916397516255, + -0.0003117082959150814, + -0.0003110882634138807, + -0.0003082712053401125, + 0.0003082602888450785, + 0.0003073388839116276, + 0.0003064335573003264, + -0.0002972023527815333, + -0.00029668991803096043, + -0.00029562059353500415, + 0.00029355160372153936, + 0.00029143351122172095, + 0.0002873342365067754, + 0.00028506969642031144, + -0.00028048359780621945, + 0.0002797316583015766, + 0.00027957158568051607, + -0.00027702226524991847, + 0.0002759483739909599, + 0.0002757863802686321, + 0.000275417759962771, + 0.00027264143125313147, + 0.00027205486473668366, + -0.0002705024037213288, + -0.0002644730114347949, + 0.00026447297318015243, + -0.00025858763749837284, + 0.0002547945423736578, + 0.00025368205406604464, + -0.000252621647170309, + 0.00024884000632904965, + 0.00024786566414535986, + -0.0002475124537104292, + 0.00024553760068379154, + 0.00024524794208866953, + -0.00024496223027906686, + 0.00024369617826232749, + 0.0002425042641389595, + 0.00024184165331764455, + 0.00023995410000802965, + -0.00023989292747974314, + 0.00023850982479725678, + -0.0002383237294910012, + 0.00023654477339737884, + -0.000235756572313707, + 0.00023371394347420193, + 0.00023314424151220747, + -0.00023076330845743696, + 0.0002300760918051645, + -0.0002280087070639007, + -0.00022769655221809888, + 0.00022744258642773475, + -0.000226922219369737, + -0.00022478218546521128, + -0.00022458758791667376, + 0.00022328353157803358, + 0.00022180083657472163, + 0.00022062811979035358, + 0.00022010048353275925, + -0.00021922338358783727, + 0.00021764253645075693, + 0.00021731897921970986, + 0.0002143369316240747, + 0.00021263307523074464, + 0.00021247584596790256, + 0.00020985405926914432, + -0.00020941564693745295, + 0.0002089242243884403, + 0.00020831783026988793, + 0.00020806383282283254, + -0.00020341573802150134, + 0.0002019037592471446, + -0.00019957707510007632, + -0.00019931607714048115, + 0.00019878733063630145, + 0.0001954592725899856, + 0.00019310954072315737, + -0.00019119368116800114, + -0.00018840590840289812, + -0.0001881932501080772, + -0.00018786485836079514, + 0.00018679679346990182, + -0.00018561159617209403, + 0.00018165770009675707, + -0.00018075244123838817, + 0.0001800706122238941, + -0.00017651402861841022, + -0.00017525210525966002, + 0.00017484580261046618, + -0.00017451635608812838, + -0.00017448803038805168, + -0.00017149998628838636, + 0.00017143206963243714, + 0.00017084064370808237, + -0.00016898936208471332, + -0.00016513755290487324, + 0.00016423606375772805, + -0.0001634875443051366, + -0.00016163585071518691, + 0.00016138615511447412, + -0.00015634494197622675, + -0.0001536550712425932, + 0.00015329694841299606, + 0.00015302110113016643, + 0.00015148767672105065, + -0.0001514218562599007, + 0.0001513856859289911, + 0.00014993276882296208, + 0.00014931302540434856, + -0.00014853483966156174, + 0.00014847432866013904, + 0.00014819571123748823, + -0.00014767908340380405, + 0.00014720783826565942, + 0.0001459740339718521, + -0.00014459766556832015, + -0.0001440778253865563, + -0.00014112555654836203, + -0.00013910385490932488, + -0.0001389426316704658, + 0.00013893897780747558, + -0.00013829340156647877, + 0.0001375287778277576, + 0.00013689436142445103, + 0.00013626715159901153, + -0.00013552908611363373, + 0.00013517626866753105, + 0.00013397254242983084, + 0.000133371832499523, + 0.00013278955206809858, + -0.0001313404409287781, + -0.00013032530031635694, + 0.00013021275391319684, + 0.00012967052824268283, + -0.00012661703945589155, + 0.0001259611081048767, + 0.0001249433553936608, + 0.0001245901722871116, + 0.00012310056259011461, + 0.00012296599523849668, + -0.00012216790487835132, + -0.0001206191573821117, + -0.00011753096381020598, + -0.0001154507105490862, + 0.0001150931601783119, + 0.0001149687906943457, + -0.00011134625014628452, + -0.00010938786308029853, + -0.00010863841548812202, + -0.00010862152907247562, + 0.00010662574856950735, + -0.00010603784222476396, + 0.00010500604780560782, + -0.00010408737830767975, + 0.00010337024406329646, + 0.0001028808567298933, + 0.0001023292351267793, + 0.00010215957262572007, + -0.00010080627946441208, + -0.00010026844985507012, + 0.00010013217568418746, + 9.778381306798234e-05, + -9.77455375869362e-05, + 9.722300321051547e-05, + -9.704136970245356e-05, + 9.551470723328315e-05, + -9.505264745616748e-05, + -9.339042245440802e-05, + -9.232036157573186e-05, + 9.165653776882417e-05, + -9.115187152452611e-05, + 9.074343833864038e-05, + 9.066599139715709e-05, + -8.96291018100104e-05, + 8.930684062947834e-05, + -8.913449931049355e-05, + 8.900003317950521e-05, + 8.655313746005802e-05, + -8.623655783020353e-05, + 8.555154541061825e-05, + 8.509983719648155e-05, + -8.377138230287712e-05, + -8.325693418371106e-05, + 8.275696389108386e-05, + -8.274553286908841e-05, + 8.166408827974683e-05, + 8.12214909330627e-05, + 8.052985859556014e-05, + -7.973786078235812e-05, + -7.971444960047197e-05, + 7.951707091621113e-05, + 7.939305446217941e-05, + 7.761771197586569e-05, + 7.739145421974974e-05, + -7.614709566677871e-05, + -7.494528564412606e-05, + -7.491970169703502e-05, + -7.48743239119634e-05, + -7.452865293906034e-05, + -7.424332239325394e-05, + 7.009471695311857e-05, + 6.75678489409721e-05, + -6.740789911711956e-05, + 6.57476727918978e-05, + 6.557119933533855e-05, + -6.427184974599523e-05, + 6.37702891995015e-05, + 6.32216788884216e-05, + 6.316657178365406e-05, + 5.914005863771437e-05, + -5.9122378493403016e-05, + -5.739855425560351e-05, + 5.6350590288468334e-05, + 5.612672190182227e-05, + 5.562124947623123e-05, + -5.535365676276547e-05, + -5.4673397753418855e-05, + -5.183855532541446e-05, + 5.177121180809156e-05, + 5.069056030563354e-05, + -5.0656819309420856e-05, + -4.95383899272596e-05, + -4.920127954245191e-05, + -4.834372201991557e-05, + -4.8193992014167207e-05, + 4.810937426398238e-05, + 4.784860910993616e-05, + -4.772841576566549e-05, + 4.62411005709453e-05, + 4.474591174892515e-05, + -4.4671148815349806e-05, + -4.3779512376711394e-05, + 4.2519386661251266e-05, + 4.2445359477716485e-05, + -4.151523656521025e-05, + -4.09245845013406e-05, + -3.97134490828893e-05, + 3.949384827788635e-05, + 3.856837282579207e-05, + 3.846678386172871e-05, + 3.843986853154603e-05, + -3.771183025944436e-05, + -3.765742437151519e-05, + -3.729907717017135e-05, + 3.7235509099610117e-05, + 3.600181158593021e-05, + 3.57352398131894e-05, + -3.546964475635935e-05, + 3.472073980469248e-05, + -3.3864190417816246e-05, + -3.3064565656934474e-05, + -3.275974507074293e-05, + 3.242644207306999e-05, + 3.196112320911272e-05, + 3.189266672888465e-05, + 3.0291438654798152e-05, + 3.027982213289378e-05, + 2.967922318706567e-05, + 2.8465214710651042e-05, + 2.791335008172815e-05, + -2.7400092197469523e-05, + -2.7200623869829885e-05, + 2.7003385238495095e-05, + 2.684150354134392e-05, + -2.6617548165927407e-05, + -2.571645029604628e-05, + 2.551807439551932e-05, + -2.4354092809317487e-05, + 2.3944221699517136e-05, + 2.3308541180468407e-05, + -2.196440012103266e-05, + 2.1799522620440924e-05, + -2.1663414793461706e-05, + 2.1563968607832498e-05, + 2.102868287992409e-05, + 2.091768450758918e-05, + 2.0095100655287307e-05, + 1.8344367104669775e-05, + 1.814370297493369e-05, + 1.731921006295661e-05, + -1.7141029078067263e-05, + 1.7140833903876966e-05, + 1.7109851565281813e-05, + -1.4877278618165443e-05, + -1.4144151309829058e-05, + -1.407648796784665e-05, + 1.3654475110394769e-05, + 1.3367934627756503e-05, + -1.3092050316435271e-05, + 1.2906290755533184e-05, + 1.2884911672685633e-05, + -1.2318378208015676e-05, + 1.1202255658557791e-05, + 1.0777801423523804e-05, + 1.0454493353485094e-05, + 1.0311051136549901e-05, + -9.849173710450407e-06, + -9.295326584524996e-06, + 9.195901827098898e-06, + 8.775507780104808e-06, + 8.563849494968043e-06, + 7.715745103162404e-06, + 7.549782450370511e-06, + 6.939880225294247e-06, + 6.4333631529276555e-06, + -6.213565709283115e-06, + 5.983057558234541e-06, + 5.840595771661659e-06, + -5.473577251901763e-06, + 5.414410426310153e-06, + 5.284393046351482e-06, + 5.103452049554999e-06, + 4.763514431244572e-06, + 4.6849860818926015e-06, + 4.663562142350774e-06, + -4.387120272326112e-06, + -4.376480843638675e-06, + 4.294049470091679e-06, + -4.213552445733755e-06, + -3.843361480466685e-06, + 3.1234980117690618e-06, + 2.9327209226832936e-06, + 2.904771089518401e-06, + 2.690982530207599e-06, + -2.526741911852749e-06, + 2.14259808647977e-06, + 2.1059334746493826e-06, + -1.8647224355975795e-06, + 1.7534341009548412e-06, + 1.492086623612501e-06, + 1.3904810712814738e-06, + -1.3854903052736746e-06, + 1.3502234710011044e-06, + -1.2345348806464758e-06, + 1.1561329824945298e-06, + -1.023165426068539e-06, + 9.713145737381225e-07, + 6.81252133800572e-07, + 5.850226808258584e-07, + -5.436423548753754e-07, + -3.1898587351292296e-07, + 2.8003217584899775e-07, + 1.8634831109433095e-07, + 1.2412684711358906e-07, + -1.213757413499507e-07, + 7.614288290844678e-08, + 7.360044673320077e-08, + -1.8662962467967457e-08, + -1.789615945105988e-08 + ], + "Absolute Coefficient": [ + 0.04250432552749184, + 0.035681053091316736, + 0.03264741106495474, + 0.032292913304820765, + 0.03183941007632839, + 0.028176451066287266, + 0.02714219086606452, + 0.026346909350068667, + 0.026323335899258647, + 0.02625807661242031, + 0.02497050199070151, + 0.02496958713221643, + 0.024827083582184585, + 0.024609126517471085, + 0.02455710773106085, + 0.024054168891378392, + 0.02401939018090958, + 0.023803963263146266, + 0.023504877741229478, + 0.022909874239162898, + 0.022824102718504262, + 0.022769686637082658, + 0.022545094506941084, + 0.02239767755779761, + 0.022139754597012572, + 0.022120265319240783, + 0.021964319459388336, + 0.02153741693327364, + 0.021325769265683536, + 0.02050168268347509, + 0.019423727318412878, + 0.01932547524631833, + 0.019083402658139688, + 0.01905846389131238, + 0.01903607745368362, + 0.018787719327902696, + 0.018557677727766113, + 0.018535776113534484, + 0.017937565762722374, + 0.01775972094279749, + 0.01757434079486606, + 0.01756878794785958, + 0.01748016106848949, + 0.017233135357698725, + 0.01693264495338323, + 0.01654259817769821, + 0.01568965940315561, + 0.015629247773809158, + 0.015587654981544088, + 0.015542561583627873, + 0.015324455543755522, + 0.015150672411390243, + 0.014974295290871721, + 0.014948984491394604, + 0.014803124532001867, + 0.014694115492211033, + 0.013953278515751868, + 0.013860581551099085, + 0.013824137667784557, + 0.01379387308114292, + 0.013761728392229623, + 0.01374732912668659, + 0.013678094178469501, + 0.013610492985260078, + 0.01317059517777639, + 0.013167598877627933, + 0.01301861069655515, + 0.012960484964993474, + 0.012871068801761561, + 0.01272224533944691, + 0.012663697281947498, + 0.01257554429252553, + 0.012445920748916865, + 0.01232323142110661, + 0.012238852010217259, + 0.012210906678881962, + 0.012195378512276422, + 0.012099215535417754, + 0.011951327639434801, + 0.011909362141367449, + 0.011867126931692762, + 0.011845282942544163, + 0.01168732252326872, + 0.011652534762620705, + 0.011496360261118329, + 0.01138746202709422, + 0.011350303440803546, + 0.011261522571855281, + 0.011168205640900817, + 0.011013896094677069, + 0.010913357688379675, + 0.01083138986117049, + 0.01082781646034308, + 0.010800946138982708, + 0.01074441522541051, + 0.010677400773367807, + 0.010559145140583301, + 0.010464372971138043, + 0.010292284004021381, + 0.010268515707609241, + 0.010240079063080231, + 0.01015883243910632, + 0.010134981898623944, + 0.010106693296995269, + 0.009906472701980468, + 0.009704843943565359, + 0.009583249968354891, + 0.009494494608750419, + 0.00948613421369022, + 0.009458853289472779, + 0.009442823107771881, + 0.00943535244696568, + 0.009434017215336151, + 0.00942374250478344, + 0.00939578715909342, + 0.009378674512418245, + 0.009325202524940965, + 0.009305256601238933, + 0.009280910521926167, + 0.009264342006161714, + 0.009138814014629732, + 0.00913163650123566, + 0.00903547496968549, + 0.00899263228526049, + 0.008863173876750905, + 0.00881074091412376, + 0.008733795024023477, + 0.00865125819650744, + 0.008563371207022418, + 0.008529632071346611, + 0.008527756230657069, + 0.008495367351795383, + 0.008477012604764186, + 0.008459981406491854, + 0.008457258653540724, + 0.00837774074110708, + 0.008369436200325459, + 0.008320617071868498, + 0.008307715803857633, + 0.00830355655170998, + 0.008221156280775169, + 0.008219401538731776, + 0.008140224610278822, + 0.008126256590917353, + 0.00809807900076278, + 0.00792408794133277, + 0.007899103665399636, + 0.007869097023056059, + 0.007860516154832443, + 0.00784341143854872, + 0.007748771629872893, + 0.007641799402713661, + 0.00757714360107002, + 0.007538678071101125, + 0.007536432866759842, + 0.00745760163397181, + 0.00744533173569485, + 0.007423934176985083, + 0.007393348536695793, + 0.007374346464215726, + 0.007281589186671879, + 0.007268716031022288, + 0.007262739007649113, + 0.007249393887595196, + 0.0072021537266721255, + 0.007182251436652288, + 0.007103341786195519, + 0.007091040763466937, + 0.007067370636818647, + 0.007050192754202747, + 0.007005129836529151, + 0.006904780638391351, + 0.006745158867094421, + 0.006724263024195795, + 0.00670968103899551, + 0.006610409074732769, + 0.00654043222712241, + 0.006540048082904948, + 0.006508410652741398, + 0.006507371449982997, + 0.006464250567983792, + 0.006414134970141988, + 0.00637730621679619, + 0.006365919387126591, + 0.006346569330212724, + 0.006318293283356318, + 0.006310152934801239, + 0.0062659580124307945, + 0.006211265097217149, + 0.006109082243044499, + 0.006041711773126409, + 0.006000672243781224, + 0.005979440595907076, + 0.0059712854656838775, + 0.005907553786444079, + 0.005907247287737086, + 0.0058859229591378725, + 0.0058397802343425, + 0.00581128889878806, + 0.005793407007776004, + 0.005782213742108887, + 0.005757363352788579, + 0.005752672119155592, + 0.005742122401737167, + 0.0057337518180382895, + 0.00572579161874668, + 0.005725760814639044, + 0.005710075518645637, + 0.005689679677804738, + 0.005661047248508067, + 0.005628815639419446, + 0.005623796464748029, + 0.005618186273841864, + 0.005613637125901162, + 0.005595814124400325, + 0.005588111958355624, + 0.005552852540195118, + 0.005522190766454658, + 0.005483291470012166, + 0.0054569062599748724, + 0.005327555395693765, + 0.005311469943921937, + 0.005283686240588973, + 0.0052712709136224075, + 0.00520887243385996, + 0.0052027757733448705, + 0.0051891607892601875, + 0.005178740377126407, + 0.005141020056001842, + 0.005078466794534183, + 0.0050381157771932335, + 0.0050050199942647715, + 0.004958730031805981, + 0.00494760281195332, + 0.004900429716790103, + 0.0048674827510919606, + 0.004866892975730508, + 0.0048588489257639055, + 0.004825759282110171, + 0.004695173374615657, + 0.004678656522936752, + 0.004670519209676111, + 0.004665509678202099, + 0.004638466744960677, + 0.004625759573199, + 0.004624724294567697, + 0.004567751368136175, + 0.0045307502371520255, + 0.004511855915096758, + 0.004470967306981814, + 0.0044641214729440595, + 0.004418283039878121, + 0.004401108238400005, + 0.004399016887408933, + 0.004382340564574654, + 0.004376798398939252, + 0.004373981248500185, + 0.004373395252540219, + 0.0043688413113870065, + 0.004359975452909534, + 0.00434777524220445, + 0.004345401413189814, + 0.004342617628864752, + 0.004336072686747667, + 0.004322457354060519, + 0.004320927865305224, + 0.004308729119871809, + 0.004257732840165175, + 0.004257676538456659, + 0.004252946909204324, + 0.004251186262538217, + 0.004230464402261801, + 0.004200433969113037, + 0.004184188790774458, + 0.004177653247240319, + 0.004176029856162937, + 0.004173726218426793, + 0.004163950161680526, + 0.004156172291396418, + 0.004153013812591627, + 0.004137959951257041, + 0.004082766083148428, + 0.004082649902685834, + 0.004075373050767715, + 0.004060960917376045, + 0.004048325733377629, + 0.004034012725551994, + 0.004012295502834596, + 0.003982207997110671, + 0.0039607283592837115, + 0.003944065771379295, + 0.003936622120610046, + 0.003904914822159785, + 0.003890159883430594, + 0.0038896766545527283, + 0.0037998267430660627, + 0.0037885505803590077, + 0.003762599222221053, + 0.0037300438779729584, + 0.0037272381633125383, + 0.003688411802077258, + 0.0036846396170201654, + 0.003683987997132441, + 0.0036799746945128647, + 0.003670648936978699, + 0.0036524346472600632, + 0.003645549008471412, + 0.0036438290478568573, + 0.003636656899403208, + 0.0036320624256724323, + 0.003627825482714673, + 0.003623570392257655, + 0.0036218093007173704, + 0.0036187675890506383, + 0.003618118833449905, + 0.003601495820525738, + 0.003591636671317551, + 0.0035809191529044293, + 0.0035759248636335348, + 0.003570801840885006, + 0.003563901041712935, + 0.003550222472734559, + 0.003536563710609254, + 0.0035259674567254718, + 0.003508227700997708, + 0.0035027975412829683, + 0.0034814344299590187, + 0.003480686427014889, + 0.0034802731415148574, + 0.0034787255032609054, + 0.0034761507974174367, + 0.003444109141988639, + 0.0034264457550195132, + 0.0034226809012702594, + 0.003418687266202671, + 0.0034130186044236694, + 0.0033981238797477363, + 0.0033779659770838515, + 0.0033589651430256493, + 0.003308870403569992, + 0.003306555801315923, + 0.0032849981105265063, + 0.003283505548514627, + 0.0032715875568859383, + 0.0032654765605324744, + 0.003265243434556028, + 0.003250878349400432, + 0.0032451013444444645, + 0.0032134077548139693, + 0.0032030462340703857, + 0.0032029152684146913, + 0.0031796657914066554, + 0.0031459678103146825, + 0.0031237667378635724, + 0.0031073523798930197, + 0.003104328677402168, + 0.0031041499164526968, + 0.003092302221435823, + 0.0030796366441526004, + 0.0030770839962159673, + 0.003069536426510314, + 0.0030589400879984328, + 0.003050745031054533, + 0.0030457915967098998, + 0.0030175729894490566, + 0.003010487896958522, + 0.0030047068601436774, + 0.0030027502004874697, + 0.0029880843603245417, + 0.0029850235152840206, + 0.002973848928627405, + 0.0029688314857318357, + 0.0029652234924430003, + 0.0029633662078846837, + 0.0029567223784139874, + 0.0029438314379022904, + 0.002940934990345771, + 0.002938599055605085, + 0.0029381566744979023, + 0.00293483309240678, + 0.002928778640370109, + 0.002924781699634956, + 0.0029074101452481625, + 0.0028684199742070285, + 0.0028546686309697347, + 0.0028427134230629295, + 0.002829226640214372, + 0.002827030359148084, + 0.0028188600316855334, + 0.0028184750272050524, + 0.002816041341700452, + 0.002815297261427618, + 0.002812030444700906, + 0.0028099370624171645, + 0.0028042783676540633, + 0.0027999488883418753, + 0.0027997283016307326, + 0.0027877382813355496, + 0.0027829111928493085, + 0.0027737461823340716, + 0.002768077144981386, + 0.0027574057836220363, + 0.002732585159179792, + 0.0027300578924087738, + 0.002684650617279982, + 0.002676709625730937, + 0.0026684762001768928, + 0.002641101189851827, + 0.0026280334468404866, + 0.0026214302785907157, + 0.0026050068693717603, + 0.0026041737360115546, + 0.0025916592249305135, + 0.0025906664226941507, + 0.002585048672401408, + 0.002581930688985252, + 0.0025626292575793735, + 0.002504315864956331, + 0.00250321183839535, + 0.002502464588855317, + 0.002502117739006678, + 0.00249068463760736, + 0.0024822522009578553, + 0.0024735521324122417, + 0.0024721938591198925, + 0.0024447589476165885, + 0.0024434180448989077, + 0.002393591286028095, + 0.002363012775253155, + 0.0023626021705375816, + 0.00235712908092375, + 0.002356299936303039, + 0.002350864114201408, + 0.0023245074365307967, + 0.002316491958190032, + 0.0023043517344123916, + 0.0022950427915048627, + 0.002284525078813256, + 0.0022681752064599423, + 0.0022609162249947164, + 0.002254935433684123, + 0.0022528962625120393, + 0.0022443463615651623, + 0.002239987466271694, + 0.0022308045166412505, + 0.0022285925626418547, + 0.0022229202804240787, + 0.0022226929833869184, + 0.0022219915245589167, + 0.0022147973014846447, + 0.0022049790429800016, + 0.0021907040353194313, + 0.0021798072507132277, + 0.0021743352316865266, + 0.002169335129403218, + 0.002169200748611001, + 0.0021651086077352443, + 0.0021558726237465263, + 0.0021519767766484655, + 0.002151148857952815, + 0.002143598098650034, + 0.0021304551995845107, + 0.002129576496459032, + 0.0021201387526300977, + 0.0021133588076842932, + 0.0021109686985887567, + 0.0021036415504043105, + 0.002101268434684979, + 0.00209473062863496, + 0.00208361950952446, + 0.002051688866224427, + 0.0020397213761352995, + 0.002022940033527368, + 0.002014516424009913, + 0.001996067308734406, + 0.001989468838467861, + 0.0019834035321303033, + 0.0019827924040369148, + 0.0019665419970050606, + 0.0019611744174765095, + 0.0019557998739509032, + 0.001920562770150365, + 0.0019003417773924996, + 0.0018851261082543573, + 0.0018649772330124425, + 0.0018558761564361058, + 0.0018517944279273146, + 0.0018473051843876068, + 0.0018410823673303542, + 0.0018406494055283648, + 0.00183933679640542, + 0.0018207065463555253, + 0.0018202256670661792, + 0.0018085161552564024, + 0.0018024558514565484, + 0.001797706664703978, + 0.0017945260151239644, + 0.0017890975211083146, + 0.0017862441732657268, + 0.0017832026478028825, + 0.0017753278476195155, + 0.0017681371549612595, + 0.0017526227014527614, + 0.0017231616739205725, + 0.0017222876261812987, + 0.0017132818317445967, + 0.0017114720190140702, + 0.0017109472310120257, + 0.0017079963673447903, + 0.0017049301984043898, + 0.0016924318262228678, + 0.0016872792690067805, + 0.0016854240825127105, + 0.0016832491141804747, + 0.001674189530119545, + 0.0016726811890752215, + 0.0016697783983428793, + 0.0016697118764570542, + 0.0016677221697559998, + 0.0016654876057574906, + 0.0016558746622948822, + 0.0016545963042498457, + 0.0016540623836055594, + 0.001645980873925519, + 0.001635964759248898, + 0.0016329047373372881, + 0.001625066825143495, + 0.0016202369888581114, + 0.0015956044469982026, + 0.0015910996330388103, + 0.0015833311722311862, + 0.0015794659884106187, + 0.001571823783653702, + 0.0015619318363323763, + 0.0015616751561206045, + 0.0015583466571052291, + 0.0015583202642532098, + 0.0015575379447141833, + 0.0015503024099915654, + 0.0015497017130475788, + 0.0015392753919258792, + 0.00153759427040873, + 0.0015316906909650853, + 0.0015299161822844114, + 0.0015018877664243321, + 0.0015017558126584197, + 0.0014943193899726297, + 0.0014921980868390825, + 0.0014736966966163588, + 0.0014553279889219946, + 0.001451577823648668, + 0.0014491580349869444, + 0.001444046251890199, + 0.0014341228017836372, + 0.0014318372124268342, + 0.0014275920204058407, + 0.0014208304450494817, + 0.0014144046114288144, + 0.001412564010310439, + 0.0014122016215936326, + 0.0014114630819373286, + 0.0014098097385432538, + 0.0014094888467449497, + 0.0014079027395141937, + 0.0014074815791185783, + 0.0013953123075245188, + 0.0013932388093771519, + 0.0013874241445515456, + 0.0013823257008725885, + 0.0013792119859747205, + 0.00137915968253847, + 0.001378786202691997, + 0.001377902794856092, + 0.001377734967253027, + 0.001373673461501961, + 0.0013725784823184434, + 0.0013707459596580462, + 0.0013652900222650894, + 0.001363174674403139, + 0.0013576885017186806, + 0.0013574896011388177, + 0.0013534505316735695, + 0.001351576532587841, + 0.0013467852604636182, + 0.0013255792499630398, + 0.0013251888293657808, + 0.0013228236513779259, + 0.0013222843307413086, + 0.0013212133073625563, + 0.0013151419231789891, + 0.0013151199122381518, + 0.0013042609583188063, + 0.0013017460581575145, + 0.001291833052133252, + 0.0012806263677546195, + 0.0012774628710927089, + 0.001276638661606499, + 0.0012695160320429196, + 0.0012693337082765543, + 0.0012690761314727676, + 0.001265270659145826, + 0.0012645434593347928, + 0.0012615125405827448, + 0.0012523498713902141, + 0.0012483778423462012, + 0.0012427070605882564, + 0.0012416537544274963, + 0.0012373358537333793, + 0.001224536628940936, + 0.0012178890633994825, + 0.0012175388573372498, + 0.0012160799988447195, + 0.0012086324676207699, + 0.0012070863702911044, + 0.001205686314002592, + 0.0012046169481653326, + 0.001197659976106986, + 0.001196397793460422, + 0.00118942956313944, + 0.00118809892253834, + 0.0011840093100963305, + 0.0011771997913278805, + 0.0011757765561029817, + 0.0011741295534237952, + 0.0011656553689639053, + 0.0011512041431430283, + 0.001150908955790816, + 0.0011501424956547627, + 0.001146432247820074, + 0.0011445887078525877, + 0.0011412985383685826, + 0.0011390686541273508, + 0.0011359943217835173, + 0.0011337871124362038, + 0.0011274745175003634, + 0.0011247985780546666, + 0.00112355193580484, + 0.0011153270151502035, + 0.0011107642719070708, + 0.0011062262323842094, + 0.0010943164232638757, + 0.0010936069020566117, + 0.0010928616656526963, + 0.0010911497987377407, + 0.0010802730189269879, + 0.0010774750195928961, + 0.0010720083031219496, + 0.0010690446367635435, + 0.0010663859252933454, + 0.0010652832067548404, + 0.0010633731325462446, + 0.0010578208988310284, + 0.0010566743550708849, + 0.0010510196325998534, + 0.0010448232499042902, + 0.0010410110556926277, + 0.001036985703929753, + 0.001032454129157035, + 0.0010318740304072129, + 0.001020074582925319, + 0.0010143363818402383, + 0.0010115198070155358, + 0.0010010999959120452, + 0.001001055478621929, + 0.000994656501537274, + 0.000993358864342078, + 0.0009917099983888693, + 0.000986852497597617, + 0.0009859826273700344, + 0.000983612525947028, + 0.0009776065395607908, + 0.0009768511189352062, + 0.0009726113713943007, + 0.0009703781676718384, + 0.0009673147726459036, + 0.0009640865101582493, + 0.0009603079150425335, + 0.0009590377597897504, + 0.0009489872369379574, + 0.0009487136930773449, + 0.0009430524441203015, + 0.0009405261181918447, + 0.0009373418751461137, + 0.000936271966373665, + 0.0009357000896233514, + 0.0009325319369044908, + 0.0009209739025407137, + 0.0009138991371078635, + 0.0009101671700105122, + 0.0009074223837915934, + 0.0009073217847544257, + 0.0009059956962357501, + 0.0009008621086300241, + 0.0008975074415156481, + 0.0008934423876159662, + 0.0008923048084700289, + 0.0008800965666649012, + 0.0008766512384584224, + 0.0008743764708001509, + 0.0008732066093170177, + 0.000872461983466461, + 0.000864076612899109, + 0.0008554825734515196, + 0.0008526335506399118, + 0.0008500540772810386, + 0.0008478376393978319, + 0.000838734565389394, + 0.0008259286582898925, + 0.0008124459325023397, + 0.000808523356611721, + 0.0008054755839221156, + 0.0008005754698902134, + 0.0007989821719935625, + 0.0007952534032554253, + 0.0007930068764734978, + 0.0007894047835426664, + 0.0007892211713883922, + 0.0007868297124758984, + 0.0007863763128082622, + 0.0007847574692173293, + 0.0007843833808965554, + 0.0007807618874815906, + 0.0007756694894668961, + 0.0007744431780250229, + 0.0007723341404197643, + 0.0007629804971573992, + 0.0007605788538043552, + 0.0007605332105840441, + 0.0007598064093236762, + 0.0007589995528395282, + 0.0007578364960532262, + 0.0007557394887750133, + 0.0007551071976852654, + 0.0007550451752788328, + 0.0007539142722045667, + 0.00075332766632806, + 0.0007514998713701777, + 0.0007503887025841002, + 0.0007503150474906606, + 0.0007455846318654715, + 0.0007423573946664248, + 0.0007367384008769844, + 0.0007360769290986734, + 0.0007351127209148046, + 0.000734839230675875, + 0.000732638152567756, + 0.0007245821159700196, + 0.0007218686481587181, + 0.000720085284999214, + 0.0007152818739791226, + 0.0007146678954137389, + 0.0007006985312269767, + 0.0006964106339885172, + 0.0006954950929755571, + 0.0006951205762544501, + 0.0006937117491075979, + 0.0006920431818935442, + 0.0006887709284149689, + 0.0006737689886631513, + 0.0006732715233273843, + 0.0006655585416546474, + 0.0006635970585725994, + 0.0006555928558997153, + 0.0006542553503070591, + 0.0006530048912966347, + 0.000651118804038661, + 0.000647613261167466, + 0.000643237543769841, + 0.0006411572519711999, + 0.0006406056019976497, + 0.0006402810894138347, + 0.0006381122159480032, + 0.0006273609553554188, + 0.000627283516633956, + 0.0006266530274386138, + 0.0006181732292469967, + 0.0006168026569264305, + 0.0006065561824486296, + 0.0006042908940011478, + 0.0006005344473500019, + 0.0006001002223699853, + 0.0005982822409171391, + 0.0005967957548131174, + 0.0005965173179312249, + 0.0005940772524987882, + 0.0005936863703895859, + 0.0005924952783707622, + 0.0005919081850159401, + 0.0005901711365835187, + 0.0005891119324179576, + 0.0005884864894651114, + 0.0005872449690524839, + 0.0005860509465936173, + 0.0005840247467460428, + 0.0005825725991189756, + 0.00057929607173522, + 0.0005787016898896442, + 0.0005770891679952395, + 0.0005762667495494136, + 0.0005754360074103635, + 0.0005712985234173624, + 0.0005697456733951509, + 0.0005687944951438468, + 0.0005606152711908384, + 0.000558745333762531, + 0.0005584950610545984, + 0.0005567447711128324, + 0.0005564588846204526, + 0.0005520006148954903, + 0.0005518759925712245, + 0.0005504017863795706, + 0.0005480792752542076, + 0.0005435629501894661, + 0.000542340349667929, + 0.00054138676109325, + 0.0005373211631603248, + 0.0005356201743913014, + 0.0005348703083151379, + 0.0005339663021641535, + 0.0005337671252773398, + 0.0005329999655554629, + 0.0005225866553763793, + 0.0005181030170356486, + 0.0005174040131857872, + 0.0005096070314611755, + 0.0005027509991683197, + 0.0005012165742391265, + 0.0005001493645271704, + 0.0004986202137220514, + 0.0004965023033666833, + 0.0004931530423061415, + 0.0004923220016632748, + 0.000491742645493872, + 0.0004874977428261579, + 0.0004847739393090202, + 0.00048119468667478946, + 0.0004770210936608594, + 0.0004676662460369875, + 0.0004655777130170871, + 0.0004612966016143148, + 0.00045911040340217157, + 0.0004575557044655692, + 0.0004538830765385943, + 0.00045250546765464154, + 0.00044912204949631974, + 0.0004453659758641634, + 0.0004435667213942049, + 0.00044344430568959037, + 0.00044016372129893576, + 0.000437967831184897, + 0.0004374203211660943, + 0.0004352607196700884, + 0.00043245050237120136, + 0.0004322008957424499, + 0.0004316760695536155, + 0.000428384592780163, + 0.0004279325098178463, + 0.0004218654609253279, + 0.00042162523606362336, + 0.0004186083784386114, + 0.00041824700351820326, + 0.0004181181681755778, + 0.00041627665608503096, + 0.0004139379475496478, + 0.0004056990854252898, + 0.00040308212821302887, + 0.0004021263872502022, + 0.00039752258633563985, + 0.00039601258237209375, + 0.0003910542265465759, + 0.000386503589480199, + 0.0003859955068044215, + 0.0003820232385230517, + 0.0003773465293429141, + 0.00037574546220625003, + 0.00036736940867158706, + 0.00036723534539950494, + 0.0003648289582300859, + 0.00036329506709964027, + 0.0003608778791505403, + 0.00035817403181134414, + 0.0003560273658697932, + 0.0003520585089037254, + 0.0003507406224802799, + 0.00034808329476730384, + 0.0003480100644969327, + 0.00034386338742174765, + 0.0003402015054387927, + 0.0003390990338944939, + 0.00033828628226033596, + 0.0003361080841746367, + 0.00033585362536998886, + 0.00033397152065545263, + 0.00033156081785318736, + 0.000331500921016839, + 0.000327734229665677, + 0.0003275713277210395, + 0.0003247647021423526, + 0.00032318106652456767, + 0.0003228671254444999, + 0.0003221685245433482, + 0.0003204247967147684, + 0.0003203368084703081, + 0.0003198742112528173, + 0.0003168371836951767, + 0.00031589727754463944, + 0.00031530929562519777, + 0.00031439880514333223, + 0.0003123916397516255, + 0.0003117082959150814, + 0.0003110882634138807, + 0.0003082712053401125, + 0.0003082602888450785, + 0.0003073388839116276, + 0.0003064335573003264, + 0.0002972023527815333, + 0.00029668991803096043, + 0.00029562059353500415, + 0.00029355160372153936, + 0.00029143351122172095, + 0.0002873342365067754, + 0.00028506969642031144, + 0.00028048359780621945, + 0.0002797316583015766, + 0.00027957158568051607, + 0.00027702226524991847, + 0.0002759483739909599, + 0.0002757863802686321, + 0.000275417759962771, + 0.00027264143125313147, + 0.00027205486473668366, + 0.0002705024037213288, + 0.0002644730114347949, + 0.00026447297318015243, + 0.00025858763749837284, + 0.0002547945423736578, + 0.00025368205406604464, + 0.000252621647170309, + 0.00024884000632904965, + 0.00024786566414535986, + 0.0002475124537104292, + 0.00024553760068379154, + 0.00024524794208866953, + 0.00024496223027906686, + 0.00024369617826232749, + 0.0002425042641389595, + 0.00024184165331764455, + 0.00023995410000802965, + 0.00023989292747974314, + 0.00023850982479725678, + 0.0002383237294910012, + 0.00023654477339737884, + 0.000235756572313707, + 0.00023371394347420193, + 0.00023314424151220747, + 0.00023076330845743696, + 0.0002300760918051645, + 0.0002280087070639007, + 0.00022769655221809888, + 0.00022744258642773475, + 0.000226922219369737, + 0.00022478218546521128, + 0.00022458758791667376, + 0.00022328353157803358, + 0.00022180083657472163, + 0.00022062811979035358, + 0.00022010048353275925, + 0.00021922338358783727, + 0.00021764253645075693, + 0.00021731897921970986, + 0.0002143369316240747, + 0.00021263307523074464, + 0.00021247584596790256, + 0.00020985405926914432, + 0.00020941564693745295, + 0.0002089242243884403, + 0.00020831783026988793, + 0.00020806383282283254, + 0.00020341573802150134, + 0.0002019037592471446, + 0.00019957707510007632, + 0.00019931607714048115, + 0.00019878733063630145, + 0.0001954592725899856, + 0.00019310954072315737, + 0.00019119368116800114, + 0.00018840590840289812, + 0.0001881932501080772, + 0.00018786485836079514, + 0.00018679679346990182, + 0.00018561159617209403, + 0.00018165770009675707, + 0.00018075244123838817, + 0.0001800706122238941, + 0.00017651402861841022, + 0.00017525210525966002, + 0.00017484580261046618, + 0.00017451635608812838, + 0.00017448803038805168, + 0.00017149998628838636, + 0.00017143206963243714, + 0.00017084064370808237, + 0.00016898936208471332, + 0.00016513755290487324, + 0.00016423606375772805, + 0.0001634875443051366, + 0.00016163585071518691, + 0.00016138615511447412, + 0.00015634494197622675, + 0.0001536550712425932, + 0.00015329694841299606, + 0.00015302110113016643, + 0.00015148767672105065, + 0.0001514218562599007, + 0.0001513856859289911, + 0.00014993276882296208, + 0.00014931302540434856, + 0.00014853483966156174, + 0.00014847432866013904, + 0.00014819571123748823, + 0.00014767908340380405, + 0.00014720783826565942, + 0.0001459740339718521, + 0.00014459766556832015, + 0.0001440778253865563, + 0.00014112555654836203, + 0.00013910385490932488, + 0.0001389426316704658, + 0.00013893897780747558, + 0.00013829340156647877, + 0.0001375287778277576, + 0.00013689436142445103, + 0.00013626715159901153, + 0.00013552908611363373, + 0.00013517626866753105, + 0.00013397254242983084, + 0.000133371832499523, + 0.00013278955206809858, + 0.0001313404409287781, + 0.00013032530031635694, + 0.00013021275391319684, + 0.00012967052824268283, + 0.00012661703945589155, + 0.0001259611081048767, + 0.0001249433553936608, + 0.0001245901722871116, + 0.00012310056259011461, + 0.00012296599523849668, + 0.00012216790487835132, + 0.0001206191573821117, + 0.00011753096381020598, + 0.0001154507105490862, + 0.0001150931601783119, + 0.0001149687906943457, + 0.00011134625014628452, + 0.00010938786308029853, + 0.00010863841548812202, + 0.00010862152907247562, + 0.00010662574856950735, + 0.00010603784222476396, + 0.00010500604780560782, + 0.00010408737830767975, + 0.00010337024406329646, + 0.0001028808567298933, + 0.0001023292351267793, + 0.00010215957262572007, + 0.00010080627946441208, + 0.00010026844985507012, + 0.00010013217568418746, + 9.778381306798234e-05, + 9.77455375869362e-05, + 9.722300321051547e-05, + 9.704136970245356e-05, + 9.551470723328315e-05, + 9.505264745616748e-05, + 9.339042245440802e-05, + 9.232036157573186e-05, + 9.165653776882417e-05, + 9.115187152452611e-05, + 9.074343833864038e-05, + 9.066599139715709e-05, + 8.96291018100104e-05, + 8.930684062947834e-05, + 8.913449931049355e-05, + 8.900003317950521e-05, + 8.655313746005802e-05, + 8.623655783020353e-05, + 8.555154541061825e-05, + 8.509983719648155e-05, + 8.377138230287712e-05, + 8.325693418371106e-05, + 8.275696389108386e-05, + 8.274553286908841e-05, + 8.166408827974683e-05, + 8.12214909330627e-05, + 8.052985859556014e-05, + 7.973786078235812e-05, + 7.971444960047197e-05, + 7.951707091621113e-05, + 7.939305446217941e-05, + 7.761771197586569e-05, + 7.739145421974974e-05, + 7.614709566677871e-05, + 7.494528564412606e-05, + 7.491970169703502e-05, + 7.48743239119634e-05, + 7.452865293906034e-05, + 7.424332239325394e-05, + 7.009471695311857e-05, + 6.75678489409721e-05, + 6.740789911711956e-05, + 6.57476727918978e-05, + 6.557119933533855e-05, + 6.427184974599523e-05, + 6.37702891995015e-05, + 6.32216788884216e-05, + 6.316657178365406e-05, + 5.914005863771437e-05, + 5.9122378493403016e-05, + 5.739855425560351e-05, + 5.6350590288468334e-05, + 5.612672190182227e-05, + 5.562124947623123e-05, + 5.535365676276547e-05, + 5.4673397753418855e-05, + 5.183855532541446e-05, + 5.177121180809156e-05, + 5.069056030563354e-05, + 5.0656819309420856e-05, + 4.95383899272596e-05, + 4.920127954245191e-05, + 4.834372201991557e-05, + 4.8193992014167207e-05, + 4.810937426398238e-05, + 4.784860910993616e-05, + 4.772841576566549e-05, + 4.62411005709453e-05, + 4.474591174892515e-05, + 4.4671148815349806e-05, + 4.3779512376711394e-05, + 4.2519386661251266e-05, + 4.2445359477716485e-05, + 4.151523656521025e-05, + 4.09245845013406e-05, + 3.97134490828893e-05, + 3.949384827788635e-05, + 3.856837282579207e-05, + 3.846678386172871e-05, + 3.843986853154603e-05, + 3.771183025944436e-05, + 3.765742437151519e-05, + 3.729907717017135e-05, + 3.7235509099610117e-05, + 3.600181158593021e-05, + 3.57352398131894e-05, + 3.546964475635935e-05, + 3.472073980469248e-05, + 3.3864190417816246e-05, + 3.3064565656934474e-05, + 3.275974507074293e-05, + 3.242644207306999e-05, + 3.196112320911272e-05, + 3.189266672888465e-05, + 3.0291438654798152e-05, + 3.027982213289378e-05, + 2.967922318706567e-05, + 2.8465214710651042e-05, + 2.791335008172815e-05, + 2.7400092197469523e-05, + 2.7200623869829885e-05, + 2.7003385238495095e-05, + 2.684150354134392e-05, + 2.6617548165927407e-05, + 2.571645029604628e-05, + 2.551807439551932e-05, + 2.4354092809317487e-05, + 2.3944221699517136e-05, + 2.3308541180468407e-05, + 2.196440012103266e-05, + 2.1799522620440924e-05, + 2.1663414793461706e-05, + 2.1563968607832498e-05, + 2.102868287992409e-05, + 2.091768450758918e-05, + 2.0095100655287307e-05, + 1.8344367104669775e-05, + 1.814370297493369e-05, + 1.731921006295661e-05, + 1.7141029078067263e-05, + 1.7140833903876966e-05, + 1.7109851565281813e-05, + 1.4877278618165443e-05, + 1.4144151309829058e-05, + 1.407648796784665e-05, + 1.3654475110394769e-05, + 1.3367934627756503e-05, + 1.3092050316435271e-05, + 1.2906290755533184e-05, + 1.2884911672685633e-05, + 1.2318378208015676e-05, + 1.1202255658557791e-05, + 1.0777801423523804e-05, + 1.0454493353485094e-05, + 1.0311051136549901e-05, + 9.849173710450407e-06, + 9.295326584524996e-06, + 9.195901827098898e-06, + 8.775507780104808e-06, + 8.563849494968043e-06, + 7.715745103162404e-06, + 7.549782450370511e-06, + 6.939880225294247e-06, + 6.4333631529276555e-06, + 6.213565709283115e-06, + 5.983057558234541e-06, + 5.840595771661659e-06, + 5.473577251901763e-06, + 5.414410426310153e-06, + 5.284393046351482e-06, + 5.103452049554999e-06, + 4.763514431244572e-06, + 4.6849860818926015e-06, + 4.663562142350774e-06, + 4.387120272326112e-06, + 4.376480843638675e-06, + 4.294049470091679e-06, + 4.213552445733755e-06, + 3.843361480466685e-06, + 3.1234980117690618e-06, + 2.9327209226832936e-06, + 2.904771089518401e-06, + 2.690982530207599e-06, + 2.526741911852749e-06, + 2.14259808647977e-06, + 2.1059334746493826e-06, + 1.8647224355975795e-06, + 1.7534341009548412e-06, + 1.492086623612501e-06, + 1.3904810712814738e-06, + 1.3854903052736746e-06, + 1.3502234710011044e-06, + 1.2345348806464758e-06, + 1.1561329824945298e-06, + 1.023165426068539e-06, + 9.713145737381225e-07, + 6.81252133800572e-07, + 5.850226808258584e-07, + 5.436423548753754e-07, + 3.1898587351292296e-07, + 2.8003217584899775e-07, + 1.8634831109433095e-07, + 1.2412684711358906e-07, + 1.213757413499507e-07, + 7.614288290844678e-08, + 7.360044673320077e-08, + 1.8662962467967457e-08, + 1.789615945105988e-08 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 83.2, + "precision": 25.238095238095234, + "recall": 19.714285714285715, + "f1": 20.641025641025642 + }, + "selection": { + "precision": 0.5805192506420329, + "recall": 8.311688311688311, + "f1": 1.0851998154986373, + "jaccard": 0.5461393626993571 + } + } +} \ No newline at end of file diff --git a/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Fibromyalgia.json b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Fibromyalgia.json new file mode 100644 index 0000000000000000000000000000000000000000..46c8686a8b30c370dba793d24e8ad3bcf7f81cea --- /dev/null +++ b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Fibromyalgia.json @@ -0,0 +1,3855 @@ +{ + "significant_genes": { + "Variable": [ + "AATF", + "AADAC", + "ALPK2", + "ACTMAP", + "A2M", + "ABCF2", + "ACADVL", + "ABCC6", + "ACSM5", + "ACSM4", + "AASDHPPT", + "ACOT4", + "ANKRD40", + "ADAMTS12", + "ABCB10", + "AAMDC", + "ABHD2", + "ADGRG4", + "ACOT2", + "ACRV1", + "ACTN3", + "ABCB8", + "ABI3BP", + "AGR2", + "ABCE1", + "ABCC10", + "ALDH4A1", + "ART3", + "ACAT2", + "ALDH1L1", + "AACS", + "ACSM2A", + "ABCA8", + "ADGRE4P", + "AADACL3", + "ABCC8", + "ABCC13", + "ABLIM3", + "AFG1L", + "ADAMTSL5", + "AHCYL2", + "AK2", + "AGRP", + "ADAMTSL2", + "ABHD17B", + "AEN", + "ARHGAP24", + "ALDOB", + "AFF2", + "ABCA6", + "ABHD1", + "ALKBH4", + "ADAM21P1", + "ADRA1A", + "ACSM3", + "ARL3", + "ABCA12", + "ACBD6", + "ACTR2", + "AKAP7", + "ABLIM2", + "ABCA11P", + "ACTR5", + "ADCYAP1", + "ABHD13", + "ABHD5", + "ACTR10", + "ADAD1", + "ABCB5", + "ACO2", + "AGER", + "A3GALT2", + "ADCY9", + "ALAD", + "ACMSD", + "AARSD1", + "ADGRD2", + "AOX1", + "ADAP2", + "ABCC9", + "ACKR1", + "ABHD12", + "ARHGAP22", + "ABHD17A", + "BPIFA4P", + "ANKZF1", + "ACTRT1", + "ADH5", + "APBA3", + "ARHGAP23", + "ANKK1", + "ADGRG2", + "ABCC4", + "ADAD2", + "ACOT1", + "APLP1", + "ASIP", + "ANGEL2", + "BBS5", + "ACSL5", + "AIRIM", + "ABI1", + "ABCA10", + "APCS", + "ALDH1L2", + "ACER1", + "ALOX12P2", + "ADCY1", + "AKAP1", + "ADGRG6", + "ABRAXAS1", + "ALG1L1P", + "ANO3", + "ADAM21", + "BMP5", + "AARS1", + "AP2S1", + "ALX1", + "AGAP7P", + "AP4M1", + "ALG9", + "ALDH7A1", + "ACKR3", + "ABCB4", + "ADA", + "AKAP8", + "ABRA", + "C1orf167", + "ABAT", + "ADCK5", + "BHLHE22", + "ABCB11", + "ALDH18A1", + "APLN", + "C3orf20", + "ANGPT2", + "ARSL", + "ADAM5", + "ABCD1", + "ANK3", + "AKR1B15", + "ATG10", + "ACACB", + "APCDD1", + "ADORA3", + "APOBEC3H", + "ADO", + "ASXL1", + "AFDN-DT", + "ACTL10", + "AKR1C8", + "HMGB4", + "ARFRP1", + "ATXN1L", + "ADK", + "ADGRV1", + "C2", + "ARHGEF19", + "CETN3", + "ACTL6B", + "ABCF3", + "ANKAR", + "ADIPOR1", + "ALDH16A1", + "CTXN2", + "ARID1A", + "ADAM32", + "AK3", + "AEBP1", + "ACAP3", + "ABR", + "AFAP1L1", + "APEX2", + "ADAMTSL4", + "A1BG", + "CHRM1", + "BANP", + "AP4B1", + "BAGE2", + "AADAT", + "ADORA1", + "CACNA2D1", + "ASTE1", + "ANO1", + "ANKMY1", + "AACSP1", + "ANKRD13C", + "ADGRF2P", + "ANKRD34A", + "ALCAM", + "ADTRP", + "ANKFN1", + "ACTL7A", + "AP4E1", + "ANO7", + "AP5S1", + "ADAM22", + "ARHGEF15", + "AP2A2", + "ACTR6", + "ARID3C", + "AURKC", + "AHSP", + "COLEC10", + "ADAMTS8", + "AGT", + "ABHD11", + "CLEC4GP1", + "AIPL1", + "ANKRA2", + "CNPY1", + "AAK1", + "ATF1", + "ACVR1C", + "APOLD1", + "ASPN", + "BDH2", + "C12orf43", + "ACSM2B", + "ANAPC15", + "ADAMTSL1", + "ARHGEF16", + "ABRAXAS2", + "ACVR2A", + "ACP2", + "ADCY4", + "ALPL", + "CD109", + "AAAS", + "CRTC3", + "CAPN11", + "CA14", + "AMER3", + "AQP4", + "GARNL3", + "BMERB1", + "AMHR2", + "C1orf216", + "AMELX", + "ACP5", + "CAND2", + "ATRX", + "AKIRIN2", + "ARMH4", + "DHX30", + "ADAM8", + "FUZ", + "AMPH", + "ARHGAP32", + "ANKS4B", + "BDNF-AS", + "ANKIB1", + "ACSM1", + "ANKRD24", + "AMPD3", + "ANKLE2", + "CCDC27", + "ABCB1", + "ANKRD20A8P", + "ARHGEF28", + "CDH7", + "ADAMTS16", + "BAHCC1", + "SCTR", + "AQP1", + "AKAP14", + "ARLN", + "BRDT", + "AP1S1", + "BCL2L12", + "CALR3", + "ADARB1", + "BMAL2", + "ANAPC2", + "C16orf87", + "ALDH3A2", + "AGAP4", + "CLLU1-AS1", + "ATAT1", + "FAM225B", + "DAZL", + "ACOX3", + "ABCB9", + "ANOS1", + "ANKRD18B", + "ADAMTS10", + "ADGRF4", + "AIG1", + "ACTG1", + "ARHGEF25", + "ACTBL2", + "APOBEC3D", + "AIF1", + "ADIPOR2", + "CCAR2", + "ASB16-AS1", + "COL11A1", + "ACADL", + "FAM90A13", + "BPESC1", + "ADGRB2", + "COQ3", + "BTNL2", + "ATP5MC3", + "ATP10D", + "ATRNL1", + "ACBD5", + "ABO", + "GLRA1", + "ANKRD31", + "CHDH", + "BRI3BP", + "CDKL3", + "ANKRD54", + "BCO2", + "C10orf55", + "CDYL", + "AMY2B", + "ACOD1", + "CGREF1", + "ACO1", + "CACNA1A", + "BRS3", + "DUX3", + "ABCA3", + "ADAM7", + "AHSG", + "LOC654780", + "MGAT5", + "CHRDL2", + "ADGRL3", + "ATXN2L", + "CLSTN2", + "BRWD1-AS2", + "LILRA3", + "AVP", + "DAZ4", + "ANAPC7", + "ATF6B", + "ATAD3B", + "ASAH1", + "C3orf18", + "AZGP1", + "CASP9", + "AICDA", + "C7orf57", + "ANO2", + "DHDH", + "AKAP6", + "AAGAB", + "TRIM42", + "AMDHD2", + "ANKRD18A", + "AADACL4", + "AFDN", + "ACOXL", + "ABCD2", + "CBX8", + "BCAT1", + "BCL9L", + "C1orf53", + "C1QBP", + "DAPL1", + "ABI3", + "CHRM4", + "CARD19", + "AKIRIN1", + "AGPAT3", + "DEFB103A", + "CCDC116", + "ALPK3", + "CHST2", + "ASB12", + "ABITRAM", + "AKR1A1", + "CHD1L", + "ACR", + "ANK1", + "ANAPC4", + "CLEC4M", + "PAFAH1B3", + "BMP2KL", + "ACTN2", + "CFAP20", + "COL13A1", + "ARSB", + "ACYP1", + "ADAMTS1", + "ADGRL1", + "ABCA1", + "AKNA", + "AKR1C4", + "AGO2", + "SNORD113-5", + "DRAXIN", + "DLST", + "ABTB1", + "AGBL2", + "ADGRE3", + "ADAM17", + "ANKRD20A2P", + "AATK", + "ATP6V1F", + "AAR2", + "ADAMTS7", + "ANKUB1", + "ARMCX5", + "ADGRA1", + "AGPAT4", + "ADGRA3", + "ABCC2", + "ADORA2B", + "CSNK1E", + "ADAMTS4", + "AXIN2", + "ABCA9", + "AGAP11", + "CENPL", + "ATP5PD", + "CNTNAP1", + "ADH4", + "BIRC2", + "DTX1", + "ANKRD20A11P", + "ANP32E", + "CLDN3", + "CDC14C", + "ANXA2P1", + "CRTAP", + "ARRDC1-AS1", + "ATP13A2", + "CFAP53", + "CLTCL1", + "ADAM15", + "ANKRD35", + "FBXL2", + "AQP6", + "HRG", + "ALYREF", + "BTBD16", + "NLRP3", + "APOL6", + "CLIP3", + "CATSPERE", + "ARHGAP5", + "CARNS1", + "APMAP", + "ANXA8", + "FANCB", + "DUOXA1", + "ACSS3", + "AFM", + "COL5A3", + "ANLN", + "CARMIL1", + "ARHGAP10", + "AASS", + "C5", + "ACYP2", + "ABCF1", + "C8orf58", + "KCTD21", + "CNR2", + "TMEM52", + "C16orf78", + "CBLL1", + "AWAT2", + "CHRNB2", + "MIR302B", + "COL15A1", + "PBX3", + "LOC613038", + "CCDC146", + "ARL14", + "APEH", + "BST1", + "ANKRD27", + "ATP6V1G3", + "AGRN", + "RLBP1", + "CCDC42", + "CLCN1", + "MIR602", + "A4GNT", + "ARID5B", + "CCNK", + "ASB18", + "ANKRD40CL", + "CLDN23", + "ADIPOQ", + "EPS15L1", + "THOC6", + "GDPD5", + "CACNA1H", + "GINS2", + "BOC", + "ATP6V1G2", + "AGO1", + "BAIAP2", + "CLN8", + "CDKN1B", + "CCDC83", + "CPE", + "PKD1L1-AS1", + "ADGRF1", + "EXD1", + "EDIL3", + "IL1RAPL2", + "BDKRB2", + "COL4A5", + "ACTA1", + "AGAP6", + "PADI3", + "AMELY", + "CPT1A", + "DUX4L8", + "BCAM", + "BNC2", + "BBIP1", + "C3AR1", + "ADGB", + "CCDC144A", + "CNTN4", + "ADAM18", + "ASCC2", + "CRTC1", + "ANKRD2", + "RASD2", + "APOC3", + "CELF6", + "E2F1", + "KCNH3", + "ACAP2", + "LOC646804", + "ASPHD1", + "ARL17A", + "INSM2", + "BEND4", + "ALKBH7", + "AP3D1", + "BARHL2", + "CSMD2", + "AMMECR1", + "ACLY", + "C10orf53", + "CPNE9", + "ARMCX3", + "FIGLA", + "CHPF2", + "ABHD14B", + "CFAP141", + "CERS4", + "ABHD8", + "CPZ", + "ALG6", + "FABP2", + "KCNH5", + "IFITM5", + "ASPSCR1", + "ATP6V1B1", + "CLDN1", + "ARR3", + "CHSY1", + "PRODH2", + "CCDC71", + "DNAH5", + "ADCY2", + "FST", + "NQO2", + "FGFR2", + "ADGRG7", + "ASIC1", + "ACAT1", + "ATP5MF", + "ANP32A", + "LOC727980", + "CAPNS2", + "BMPER", + "IQUB", + "HPN", + "BCHE", + "AMPD1", + "ABCG4", + "DPEP1", + "GCK", + "CABIN1", + "ANXA9", + "AGAP10P", + "BPY2", + "C20orf96", + "AKAP10", + "CEACAM18", + "CAD", + "ATP2B4", + "ALKBH5", + "BUD31", + "CLCNKA", + "DEFB107B", + "ARFIP2", + "TACC2", + "ACTRT3", + "ARPC5", + "CITED1", + "AP1M2", + "ASNSD1", + "ENPP6", + "ARHGAP31", + "CACNG6", + "ADRB3", + "CFAP298-TCP10L", + "CAVIN4", + "ADIG", + "CORO1B", + "BCAS4", + "C1orf105", + "CCL15", + "ADAMDEC1", + "CHRM5", + "FTCD", + "FRK", + "ARHGAP12", + "BMP3", + "CLCA4", + "B3GNT7", + "BZW1", + "AVPR1A", + "CRLF1", + "ALDH9A1", + "EGFL8", + "XKR7", + "BLCAP", + "BIRC8", + "CTSL3P", + "GLI4", + "ARL13B", + "AHCY", + "BRD1", + "ADRM1", + "AMBN", + "ADAM19", + "ANKS1B", + "CSH1", + "ADCYAP1R1", + "NSMCE1", + "FAM90A16", + "CHKB", + "ACKR4", + "KIAA1217", + "CCDC162P", + "C2CD6", + "DSCAML1", + "ATP5PF", + "MOCOS", + "CA6", + "ETV5", + "CGB1", + "CRYBB3", + "AKR7A2", + "C1QL4", + "CLDN6", + "FRAS1", + "BCO1", + "AGBL1", + "ATE1", + "ANKRD53", + "AMFR", + "HDGF", + "BLK", + "CACNA1F", + "L1CAM", + "MRGPRX1", + "ATP12A", + "CATSPERD", + "CCNB2", + "NUS1P3", + "CCDC191", + "ACTC1", + "CLIP2", + "ARHGAP8", + "FAM120C", + "ATN1", + "CSF1", + "ELOA3BP", + "ADRA2A", + "CPLX1", + "ALDH3B1", + "RER1", + "AKR1C6P", + "FFAR4", + "APOBEC4", + "ABCB6", + "IER5L", + "APOB", + "FAM187B", + "C1S", + "EPCIP", + "DLX6-AS1", + "ARMC8", + "AGPS", + "CCDC13", + "CCT4", + "ARHGEF7", + "ARL17B", + "DRD3", + "DYNC2H1", + "ALDH2", + "ABTB3", + "AGAP9", + "CDRT4", + "BOD1", + "CBR1", + "CD19", + "OR8H1", + "ANKRD20A1", + "ASB3", + "CHRDL1", + "ANXA10", + "ADGRD1", + "AGTR2", + "MIR524", + "ISL2", + "COMP", + "GPR83", + "CEP72", + "KLK2", + "ABCC3", + "MTSS2", + "CCHCR1", + "KIAA1210", + "SPIRE2", + "C17orf50", + "KRTAP23-1", + "ANXA4", + "ALG10", + "LOC647264", + "AXIN1", + "EFNB1", + "CCR5", + "C8orf74", + "ARG2", + "AGBL3", + "RAD54L", + "BRD3OS", + "ARL5C", + "ARSJ", + "SNORD51", + "CXADRP2", + "RBFA", + "ALDH3A1", + "ABCG1", + "BPIFB4", + "COG7", + "ADHFE1", + "CMC2", + "HCRTR2", + "CDH18", + "H3C2", + "CD72", + "TMEM171", + "DNAH17", + "CLEC11A", + "ARMS2", + "BCL10", + "ANKRD16", + "BBLN", + "CELP", + "CDK9", + "DRGX", + "GRAMD1B", + "NPDC1", + "AMER1", + "NXF4", + "CRY2", + "CDCP1", + "BCS1L", + "CRCT1", + "LIMA1", + "CES5A", + "HEBP1", + "OR1A1", + "LACC1", + "CCDC152", + "ADNP2", + "WNT1", + "CSPG4", + "ZNF843", + "ARMC7", + "CA5A", + "ANGPTL1", + "FAAP24", + "LOC100131496", + "FMN2", + "LOC100130872", + "ASCL4", + "BAGE", + "ASB17", + "COX11", + "AGK", + "HSD11B1", + "ADA2", + "OMD", + "ARRDC5", + "ATP2A1", + "B3GNT3", + "COL18A1-AS1", + "CNTNAP2", + "ANXA2", + "KCNJ5", + "APOH", + "CENPM", + "CYP4Z2P", + "LINC00696", + "ALKAL1", + "CNTF", + "ARHGAP9", + "CDK3", + "ACSL3", + "CCDC144NL", + "IFNA5", + "PKD2L2", + "ATP5MK", + "ASCC1", + "DNAH14", + "C11orf87", + "BAD", + "MVK", + "GPX3", + "ATP6V0A1", + "GLDC", + "C12orf50", + "LOC729218", + "MYL9", + "C11orf98", + "CDC42EP2", + "TBX6", + "ARHGAP35", + "C2CD4A", + "IL22", + "SNORD91B", + "MIR629", + "ADRB1", + "ATOSB", + "CCNQP1", + "GPR152", + "BTNL3", + "CHRNB1", + "HLA-DOB", + "CLHC1", + "BHLHE23", + "BPHL", + "EPHA2", + "EXOSC2", + "ARF5", + "ADGRG1", + "ADH5P4", + "AUNIP", + "AKT1S1", + "CD4", + "ASIC4", + "DSCR9", + "ATP10A", + "CCIN", + "KCMF1", + "ALDH1A3", + "GEMIN4", + "MIR1915HG", + "MIR141", + "HLA-C", + "MPV17", + "DNHD1", + "ATL3", + "CD300E", + "BAK1", + "LYSMD4", + "NAV3", + "CADM2", + "FAM90A20", + "MIR548Q", + "DNAJC5B", + "DDX43", + "BAG3", + "APRT", + "CLK2", + "MYL10", + "PBLD", + "FOXF2", + "AKT2", + "TOP1MT", + "PNKD", + "C2orf15", + "CAPN14", + "HENMT1", + "ASIC5", + "CDC42SE2", + "CD38", + "APIP", + "ELFN1", + "COX5B", + "BDH1", + "FAM219A", + "CHI3L2", + "AP1G1", + "C1orf146", + "ANKRD11", + "DERPC", + "RCN1", + "CLBA1", + "LRP3", + "FKSG49", + "HNF1B", + "LZTS1", + "OR8G2P", + "ATG2B", + "CCK", + "BPI", + "AKR1C1", + "CLEC12B", + "GAS1", + "AZU1", + "MIR620", + "RCN3", + "GRHL3", + "FGFR4", + "KCNA1", + "FAM210A", + "BABAM1", + "SPACA5", + "CDK5RAP1", + "MIR494", + "CCDC148", + "CDH22", + "TRPM4", + "CCDC7", + "LTC4S", + "LDLRAD3", + "LIMD2", + "COIL", + "CEP63", + "ERICH4", + "MUC15", + "KRCC1", + "CLIC4", + "ADSS2", + "DBX2", + "MAP1LC3C", + "CCNB3", + "BAZ2A", + "GCC2", + "C2CD4D", + "ASB13", + "ERCC6", + "CABP5", + "LCE4A", + "CHAT", + "B3GNT5", + "H2BC21", + "EIF4ENIF1", + "APOE", + "ADPRH", + "AGTPBP1", + "ASB5", + "MIRLET7C", + "PPIL6", + "ALKBH3", + "CD177", + "HOXA11-AS", + "GIP", + "DMP1", + "ACOT11", + "ASIC2", + "FAM87A", + "TMSB15A", + "C11orf16", + "ATP1B1", + "BICDL2", + "C1orf21", + "BTNL9", + "ADAMTS5", + "CCDC144CP", + "DNAI3", + "INO80C", + "ADAMTS3", + "CCDC50", + "AMMECR1L", + "NR2F2", + "ODAD3", + "GNRHR2", + "IL12B", + "ZNF607", + "ATP6V1E2", + "FAM120B", + "CSPG5", + "MIR455", + "CSNK1A1L", + "CDH16", + "ADGRB1", + "ADAT2", + "C3orf38", + "AMH", + "C1GALT1", + "ARL8A", + "IL19", + "CDC40", + "NCK1", + "ENTR1", + "CBLN1", + "APEX1", + "CARMIL2", + "GCOM1", + "CD180", + "EME1", + "ARHGAP19", + "ANKRD22", + "DANCR", + "ATP1B2", + "CASK", + "LRRC36", + "KLK5", + "DEFB130A", + "BMP1", + "CD101", + "DMWD", + "ACTR3B", + "ALOX5", + "KRT81", + "BAGE3", + "ATP1A1-AS1", + "ADD3", + "CCDC85B", + "AASDH", + "FILIP1", + "TBPL2", + "COMMD7", + "NRXN2", + "CSNK1A1P1", + "HAS1", + "COL26A1", + "ADAM10", + "C1QA", + "C1QL2", + "GJA4", + "CLPSL2", + "SAMD13", + "CEP135", + "SFMBT2", + "MRPL34", + "SNORD119", + "ADCY7", + "PBK", + "GGT7", + "MIR29B1", + "ALS2CL", + "HOXD10", + "AGXT2", + "GDF9", + "RBP1", + "FAM90A19", + "EMID1", + "BBS10", + "FYB2", + "BLOC1S2", + "DPEP3", + "CPXM2", + "GMDS", + "ECE2", + "CAMTA2", + "EML5", + "AFG2B", + "BCL7B", + "MRPL9", + "CAPN3", + "DIS3L", + "BORA", + "SUPT16H", + "AGL", + "ACTR1A", + "OVGP1", + "CTIF", + "LTB4R", + "C12orf76", + "MFSD5", + "CFHR1", + "LOC151760", + "SNORA25", + "DDX56", + "MMP8", + "AFAP1", + "CCP110", + "OBSL1", + "ADGRG3", + "NMU", + "DEFA6", + "ARHGAP29", + "EPHA1", + "GATA1", + "DRD1", + "ALG5", + "C19orf18", + "FAM3A", + "ELMOD2", + "SVOP", + "ADGRG5", + "CNGA4", + "NR0B2", + "DGCR2", + "B4GALNT3", + "RIN1", + "FAM170B", + "CRISP3", + "NWD2", + "ARIH2OS", + "CELF3", + "UCK2", + "ADSS1", + "FABP5P7", + "COQ4", + "MMP15", + "MAGEA2B", + "HDX", + "BNIP1", + "SPACDR", + "ADRA1B", + "PAGE1", + "GRM4", + "HSPA12B", + "PHLDB1", + "PCDHGA4", + "CHRNB4", + "FGF17", + "DCUN1D2", + "PGAM1", + "ASZ1", + "MARK1", + "ARSK", + "TTC31", + "BTG4", + "PRSS53", + "CDRT15P1", + "CCKAR", + "CDK8", + "AKAP11", + "C2orf78", + "BOLA3", + "PUDP", + "CBLL2", + "ALPK1", + "BBS4", + "ANGPTL7", + "ARRDC2", + "LAMB2", + "CIAPIN1", + "ALDH1B1", + "PRPF38B", + "GTF2F1", + "GABRB1", + "HCG27", + "IRX5", + "BCAR4", + "LOC727884", + "CHRNB3", + "DPPA2", + "SPESP1", + "BEND5", + "PRSS37", + "AIFM1", + "MRPL28", + "CTPS2", + "DHRS3", + "BIRC6", + "C6orf118", + "ARMCX5-GPRASP2", + "BRD3", + "BAZ1B", + "PNMA8B", + "MIR193B", + "ADAMTS20", + "IL6ST", + "KANK1", + "GIGYF1", + "DISC1", + "AFF3", + "OR4S2", + "LRRC32", + "MRO", + "DMAC2L", + "AFF4", + "CEMP1", + "CD209", + "HRNR", + "ADORA2A", + "ATP2B2", + "RENBP", + "BTN2A3P", + "F10", + "C6orf52", + "SLC3A2", + "CALB1", + "CRMP1", + "SNPH", + "BIN1", + "ATF2", + "BAG6", + "C3orf70", + "SPANXN5", + "CNTROB", + "GLYAT", + "EHD3", + "CENPU", + "PCDHGB8P", + "ELP5", + "GUSBP14", + "CYP39A1", + "GAD2", + "RBMY1A1", + "ART5", + "GTF2A1L", + "VPS39", + "HDHD3", + "PPARA", + "ACTN1", + "CLTC", + "RNF185", + "DUSP22", + "CCNF", + "MIR761", + "CECR2", + "FAP", + "JAG1", + "ACSS1", + "IL12RB1", + "EVI5L", + "HOXD9", + "MECR", + "DRC12", + "BARX2", + "CARD11", + "DCAF8L2", + "STX5", + "BAG4", + "WDR48", + "ASMTL-AS1", + "CCT3", + "ACTL7B", + "B3GALT5-AS1", + "LCE1E", + "CUL3", + "MIR1263", + "DEFB131A", + "RRH", + "KRTAP19-2", + "INO80", + "ARL9", + "CFAP61", + "ARL10", + "AMN1", + "NEURL2", + "LCN1P1", + "ANGPTL4", + "OR10H5", + "MAGEB3", + "EPAS1", + "NLGN3", + "ARL1", + "ADAT3", + "ATG4A", + "KRTAP6-3", + "FABP9", + "LAMB3", + "LY6G6D", + "DDN", + "CLLU1", + "CCL27", + "ACSL6", + "CDCA2", + "APOL2", + "BLVRB", + "SCGB3A2" + ], + "Coefficient": [ + 0.041680040722832754, + 0.03547228727572513, + 0.03292866427831249, + 0.03245406568140941, + 0.03229317272919606, + 0.026991662522393853, + -0.026984203189734476, + 0.026736077105211413, + -0.0265368949688717, + -0.025952948916008606, + -0.02537912109889117, + -0.025348523951270376, + 0.02459337412563727, + 0.02455946534669462, + -0.024479345476452082, + -0.024373770411339764, + -0.024131649587400956, + 0.023070602428243398, + -0.022977773033197594, + 0.02297583466986109, + 0.02271210308589469, + -0.02246249953202341, + 0.022415658540535902, + 0.022359816119052696, + 0.022328901752950166, + 0.02217690944996874, + 0.02207506234798137, + 0.021177064527427993, + -0.0207949867432735, + -0.020769858640836684, + -0.019774632146747777, + 0.01938361459215763, + -0.019279378919406228, + 0.018958721224070166, + 0.018589935753867973, + -0.018561928177378437, + 0.01837440217649205, + -0.018346925355404057, + -0.018140134258990734, + -0.017801276652984387, + 0.017570488906075613, + -0.01744559554719476, + -0.017204108991763552, + -0.017149776822957923, + -0.01702050982153338, + -0.016552276503956867, + 0.015950822737308617, + 0.01586165694714365, + 0.015679700953869904, + 0.015672232994656886, + 0.015590940220494294, + -0.015519720229755216, + -0.015202348904109438, + -0.015029172584978892, + -0.014987085996120723, + 0.014811341881114687, + -0.014102575181853386, + 0.014001783833680023, + 0.013813802894011976, + -0.013710488735449507, + -0.013695844577816717, + 0.013620066749803735, + -0.01351811958347203, + -0.01344930179072171, + -0.01339435009777083, + 0.01332152853189463, + 0.012986259441509192, + 0.012937433731459487, + 0.012934701824616172, + 0.012884848072941966, + -0.012797379984938365, + 0.01258056592484762, + 0.012488212647205815, + 0.012317209077503326, + -0.012285145688989888, + -0.012267334609475338, + -0.012162080052485593, + -0.012085571370597849, + -0.011995787623805376, + 0.011986670283312658, + -0.011960125157272293, + -0.011832101982630286, + 0.01176409147640886, + 0.011688929732858726, + 0.01161760984060639, + 0.011405793868779551, + 0.011230708170685557, + 0.011095656744998647, + 0.01097672207641381, + 0.010894050058799874, + -0.01082646214337323, + 0.010734103512140923, + 0.01071323825179694, + -0.010705217738960071, + -0.010649674710829218, + -0.010556169773033395, + -0.010396632288274012, + 0.010382130730666725, + 0.010346256436448273, + -0.010318340322475436, + 0.010138452403092352, + 0.010050362157845981, + 0.009817626558619974, + 0.00980729670347559, + 0.00980453101382944, + -0.009773993923315051, + 0.00977339406283231, + -0.009760105483183396, + -0.009654004540758132, + -0.009653384827500559, + 0.009604669503201102, + 0.00957206005088363, + -0.009557709570464196, + -0.00955096515643271, + 0.009391889436740974, + 0.009208749101807271, + -0.009187915878760621, + -0.009134468169395293, + -0.009115853356749725, + -0.00911557934043993, + -0.009100587206266183, + 0.009034994225009385, + 0.009034424384530646, + -0.008940553596466672, + 0.008849484722932965, + 0.00878349285342878, + 0.0087794483928916, + 0.008747634589449441, + 0.008694331069698257, + 0.008693177233608892, + -0.00865076852602508, + -0.008471754040040132, + -0.008455078030200841, + -0.008427174803556427, + 0.008411287662657798, + -0.008389550092752612, + -0.008379214756557049, + 0.008358700169981673, + 0.008304287489695151, + 0.008262490417144908, + 0.00824171346618773, + -0.008180459401121378, + 0.008148359842247389, + -0.008108673292886845, + -0.008046281651859596, + -0.0080462266536528, + 0.008042207703130456, + 0.007998620577542305, + 0.007947081747507998, + 0.007815410937827862, + -0.007703220900016991, + -0.007700981445623033, + -0.007669938535530203, + -0.0075259609127118696, + -0.0075258253278619285, + 0.00750089010924462, + -0.007449423376550467, + 0.007347407881981519, + 0.007260318350480691, + -0.007235122895311542, + 0.007193529095169735, + -0.007187686563885699, + 0.007167502768705888, + -0.007114977310694024, + 0.007074944755770197, + 0.0070263963625165704, + -0.006969960564080347, + 0.0069502268443867666, + 0.006928094117817556, + 0.006888225352043973, + -0.00685972522422765, + 0.006812149208134279, + -0.006772173933273586, + -0.006771051735207675, + 0.006751009097750726, + 0.006725971762039339, + 0.006678464379564086, + 0.006543067289077781, + 0.006471616687441408, + -0.006407150059059793, + 0.006359787711118636, + 0.006341005945442084, + -0.0062883875330285175, + 0.006286231758502667, + -0.006239252382212861, + 0.00622678543405061, + 0.006226396368220599, + -0.006218769928801902, + -0.006198716353711822, + 0.0061758207928943425, + -0.006149321070667503, + 0.006146633650230302, + -0.006144344672843969, + 0.0061306887628137805, + 0.0061259073460669545, + 0.006106266593069913, + 0.006072594628209155, + -0.0060444592793011285, + -0.006009195546241485, + 0.0059688818187588035, + -0.005900603694193644, + -0.005881255682817652, + -0.005823186384831544, + 0.005799440715519036, + -0.005771009682755845, + 0.005763407789370602, + 0.005750151794728217, + 0.005742849825697028, + 0.005713715422449333, + 0.005681171263140287, + 0.0056631356142606915, + -0.005662885812321068, + 0.005616018027916133, + 0.005593327173159628, + 0.005591308185537658, + -0.005504054995329432, + 0.005438916915129313, + -0.005438234586318613, + -0.005427661080258781, + 0.005405303902874605, + -0.005354041056694969, + -0.005325360922142102, + -0.005290710980897161, + 0.005249842583231626, + 0.00524528973328523, + -0.005164951789221831, + -0.005163816436035669, + -0.005154333678972141, + -0.00514355663896091, + -0.005133685375235938, + -0.0050697824384968735, + -0.00504765833027984, + 0.005024165353533551, + 0.0050170178513833505, + -0.004941335645648464, + -0.004938407265106503, + -0.0049271138122317995, + 0.004891289462237326, + -0.004858733753349887, + -0.004827675847869304, + -0.0047709449628626, + -0.0047649968835745665, + -0.00472440122572451, + -0.00470622076305077, + 0.004680894457519577, + -0.004656641302475209, + -0.004642274944471535, + -0.004632300457648, + -0.0046037833055058925, + -0.00456094419408934, + -0.0045106377633010696, + -0.0044884264277677485, + -0.004467323267316546, + -0.004460895825701773, + 0.004452911548899279, + 0.004418612904604418, + -0.00441756368338885, + -0.004405507032129632, + -0.004396275309603152, + 0.0043852422224801854, + 0.0043670369316690496, + -0.004358524753173699, + -0.0043582672623871735, + 0.004336497915859794, + 0.00428715024554724, + -0.004280383234779019, + -0.004212291498025131, + -0.004203827021889966, + -0.004200311549689834, + -0.004177926176421548, + 0.004147290691105152, + 0.004146380579746125, + 0.004144221333594302, + -0.0041414242605670145, + -0.004135799963333935, + -0.004134109660689251, + 0.004075705146596282, + 0.004048252159159711, + -0.0040296536525081155, + -0.004017084103047175, + 0.0040137551517957296, + -0.004011508549521102, + 0.003983552386310609, + -0.003963775409617862, + 0.003939818337648457, + 0.003936203985908239, + 0.003922764592801087, + 0.003904694416541879, + -0.003889961605526622, + 0.00386549879884017, + 0.0038641952876143425, + -0.0038615173853483193, + 0.0038564820527098856, + 0.003823984663678368, + -0.0038126119193295453, + -0.003809771451113829, + -0.003807319464553658, + -0.0037986249933529403, + -0.003784326358851739, + -0.0037661711492462144, + 0.003727961671804561, + -0.0037233942590020825, + -0.0037207112785292034, + -0.003719084211406796, + -0.003712493909602711, + 0.003685750482966997, + 0.003665658533036039, + -0.0036587776891120723, + 0.003619116264502477, + 0.0036140860624896067, + -0.0036136255280094704, + -0.00360443087334574, + 0.003603340453610364, + 0.0035984111454039707, + -0.003590942523704695, + -0.0035841599397318283, + 0.003546069642548981, + 0.0035418974881609114, + -0.0035357538127588246, + -0.003521805012856334, + 0.003520884240253113, + -0.003506678835991698, + 0.0034971268191022406, + -0.003475169096638011, + 0.0034679025232776865, + -0.0034611628048744716, + -0.003453264540464226, + -0.003452386664437983, + -0.003441422335072265, + 0.003419650711504049, + -0.00340588161778895, + -0.0033689637762234297, + 0.003353723468361185, + 0.0033513114990785147, + -0.003347716439081602, + 0.003341008588846589, + 0.0033336955986643622, + -0.003327186658881304, + 0.003318218951168954, + -0.003312271463779985, + 0.0032958400352822944, + 0.003276811434478306, + -0.003265970425035081, + 0.003262843005848306, + 0.0032571754436118436, + 0.0032528845050519214, + -0.0032398242981308625, + -0.003228550873338429, + -0.003223461979743905, + -0.00321796252366033, + -0.0031935291169046774, + 0.0031754329233921043, + 0.0031676493632813423, + 0.003159237685028352, + 0.00315565112105313, + 0.003155585880023615, + -0.0031554319930098594, + -0.0031422398861383396, + -0.003126030608620189, + -0.003079964110608613, + 0.003079722914014792, + -0.0030685089000884016, + 0.0030382579404632177, + -0.00303148655213306, + 0.003026320379787755, + 0.0030179336970499776, + 0.0030069092560209313, + -0.0029898289439616154, + -0.002976638230929627, + 0.002973566656129859, + 0.002959205515168201, + -0.0029465543113359536, + 0.0029377978434539345, + 0.002937619371388955, + -0.0029345949820881257, + 0.0029183715752377805, + 0.002905852860863575, + 0.0029038731575918727, + 0.002899325019297834, + -0.00289872150840949, + 0.0028900677536180274, + -0.0028824165206536153, + 0.0028704257026530415, + 0.0028679189200517745, + -0.002846863861830096, + 0.0028277927006442843, + 0.002827674964335371, + -0.002824339016440186, + 0.00282427596862148, + -0.0028164668213651383, + 0.002816069228903475, + -0.0028143110441704237, + 0.0028053318474637466, + -0.0028037857239264757, + -0.0027924428298954237, + 0.0027905638990080436, + 0.0027868363432494315, + 0.002780913521008219, + 0.002778879865760773, + 0.002767154101819035, + 0.002760914766621007, + -0.0027595987415682654, + -0.002758275095416299, + 0.0026711484170753464, + -0.0026690039556479033, + 0.0026674567180087023, + -0.002666017465075431, + 0.0026656319683169903, + 0.002659435963555374, + -0.002635795697091349, + -0.002632486428046913, + 0.0026196212860959576, + -0.0025933880096868484, + 0.002576009531491686, + -0.002574943443292411, + 0.0025676667974450385, + -0.00256230217046809, + -0.0025378382974834057, + -0.002532499696469966, + -0.002518938894758002, + -0.002503552102787667, + 0.0025029278316791746, + -0.0024875908604125125, + 0.0024796566701419235, + 0.0024500523695283774, + -0.002449281124886177, + -0.002435374186094709, + -0.0024266995512073923, + -0.0024178223998412678, + 0.0024157145712585303, + -0.0024049451078393806, + 0.0023933658799625036, + -0.002389028973329742, + -0.0023863883854772718, + -0.0023447579901028316, + 0.0023341878411904564, + 0.0023185981308256874, + 0.002287282626329534, + 0.0022522883182262664, + 0.0022374633886741505, + -0.002232026026763168, + -0.00222373464631017, + 0.0022196192879351652, + -0.002215667553392052, + 0.002213925038963908, + -0.0022034367920942596, + -0.0021985078445150782, + -0.0021951781008027055, + -0.002175202395318527, + 0.002174287063553099, + 0.002165795262388577, + 0.0021630746574747765, + -0.002160672459949097, + -0.00215808618621313, + 0.0021458747024980353, + -0.0021320603052454525, + -0.0021139532183310702, + 0.0021130486309023913, + 0.0021000858974875385, + -0.0020958160064930126, + 0.0020866999164198797, + -0.0020691220101068343, + 0.00206643565047008, + 0.0020642112696425147, + 0.0020622021787366014, + 0.0020615499834852743, + -0.0020552849121362217, + 0.002046333762541809, + 0.0020288579975700338, + 0.0019998148218321648, + -0.001987830057709803, + 0.0019850807915845195, + 0.001980641842855515, + 0.0019779482499460285, + 0.0019725324347713916, + -0.0019624150878629863, + -0.001961995378871791, + 0.00196063494804502, + -0.0019533350189625404, + 0.001939342956804774, + -0.0019264622660586299, + 0.0019150301609019442, + -0.0019003812395018717, + -0.0018986447404315567, + -0.0018948526697813463, + -0.0018887223793803323, + 0.0018844546769239063, + -0.0018806933238837299, + -0.0018737119570197513, + 0.0018559674200833212, + -0.001852280678851229, + 0.0018332942297513768, + -0.0018324238303340323, + 0.0018316473846007413, + 0.0018300736629972103, + 0.0018294905821235274, + -0.001797050390640549, + 0.0017954857022643234, + -0.001795297053923037, + 0.0017870913708586413, + 0.0017858559764748912, + 0.0017753845066408292, + -0.001774099043885158, + -0.0017572070741120969, + 0.0017509243676297264, + -0.0017492444026745554, + -0.001748537432495902, + 0.0017273147562605951, + -0.00172485588463116, + 0.001720084192567068, + 0.0017181965372672025, + 0.0017179303432554522, + 0.00170986050564872, + 0.0017091499199926845, + 0.0017027223596578615, + -0.0017008822397484853, + 0.0016932217765231363, + 0.0016925057796218425, + -0.001686624194320483, + 0.0016852581905936017, + -0.0016826499558164824, + 0.0016813854614782877, + 0.0016680617245610162, + -0.0016679641737911727, + -0.001650896792761597, + 0.001649639904462462, + -0.0016474229984445004, + 0.0016450704691388417, + -0.0016421030376592297, + 0.001638995226795825, + 0.001637690303030939, + 0.001633474171452273, + -0.0016168239947765685, + 0.0016111977451153678, + 0.0016074265597655697, + 0.0016065153196396908, + 0.0015966030803258677, + -0.0015928398813742888, + -0.0015926523642479798, + 0.0015908991879016634, + 0.0015885635934716974, + -0.0015846190750342306, + -0.0015809148363913066, + -0.00157212249094155, + 0.0015707684073754775, + -0.0015627963351228008, + 0.0015594749266602535, + 0.0015502221317908336, + 0.0015479496833567226, + 0.0015478434107446598, + -0.0015321764108558714, + 0.0015314844221741438, + 0.00151804345536296, + -0.001517017962897255, + 0.00150882854618459, + -0.001504724391741557, + 0.0014975278509826307, + -0.0014858589173894522, + 0.0014838786362946462, + -0.0014770944639124265, + -0.001476899647966242, + 0.001470005277044317, + -0.001459218345105345, + -0.0014478647831242613, + 0.0014454797641269212, + -0.0014416941122921583, + 0.001439165913387243, + -0.0014382962388502548, + -0.0014279431988389953, + -0.001425217482389621, + 0.0013977081474029487, + 0.0013929595912936562, + -0.0013919548562192966, + 0.001390187839407347, + 0.0013885875790120175, + 0.0013808532716112543, + 0.001379206399944016, + 0.0013786234702471236, + -0.0013778206982692446, + 0.0013767026231851496, + -0.0013748309861307745, + 0.0013716591886875692, + -0.0013703472848755733, + -0.0013695151830199082, + -0.0013686748127930777, + 0.0013683684845956152, + 0.0013617775299356618, + 0.0013582745977843854, + 0.0013573675448793293, + -0.0013524473891282746, + 0.00134789483647041, + -0.0013395403926806254, + 0.0013385567853372968, + 0.0013352034159729792, + 0.0013312280555057771, + 0.001319051641812095, + -0.0013113595955897602, + -0.001304364060338723, + 0.0013035894915844855, + -0.0012992406869039505, + -0.001289232183916147, + 0.0012881445698287577, + -0.0012880894944559647, + -0.0012831756176485847, + 0.0012794434544746462, + 0.0012729437081113357, + -0.0012541046114525965, + 0.0012530346693232699, + -0.0012517089662009149, + -0.0012258480092796936, + 0.0012196092667320772, + -0.001208792410288226, + 0.0012076522131517415, + 0.0012043555616326296, + 0.0011994692826843777, + -0.0011926454166858056, + -0.0011920053315550175, + -0.0011875536685681074, + 0.0011853742349739827, + 0.0011847511888173257, + 0.001176831516429125, + 0.0011765691723137034, + -0.001167280094324768, + 0.0011663688147826735, + -0.0011634587892660531, + -0.0011602931941389295, + -0.0011558782297482124, + 0.0011528115876697303, + -0.0011523987560493434, + 0.0011462816990102064, + 0.001144919551513974, + 0.001143270978118193, + 0.0011358756776540886, + -0.00113337735599083, + -0.0011273140264946157, + 0.0011252503947526613, + 0.0011236645114096147, + 0.0011189076476966155, + 0.0011182422738794495, + -0.0011168845437884546, + 0.0011129591818010956, + -0.0011043420367752791, + 0.0011000927443924498, + 0.0010968652278522848, + 0.0010915086008561313, + 0.0010853426425827904, + -0.0010838688792557919, + 0.001078790824472851, + 0.0010762747938476613, + -0.001076063254756358, + 0.001073779618442124, + -0.0010663897868190898, + 0.0010657889927019272, + 0.0010630482846947322, + -0.0010582046790263767, + -0.0010580619282512568, + -0.0010568681690199906, + 0.0010488965110488561, + 0.00104767294920407, + -0.001045842656836154, + -0.001043853400798883, + -0.0010403286325507495, + 0.0010352119082968586, + -0.0010323103945811334, + -0.001029007740117899, + -0.0010257015210860508, + 0.001013776962029222, + 0.001013111561036798, + 0.0010103237338188636, + 0.001006666072596544, + 0.0010053002585689735, + -0.0010032217672899882, + -0.0010007563603892113, + -0.0009995235165637139, + 0.000998733555031694, + -0.0009969720996501358, + -0.0009949832818149514, + 0.0009878589716809743, + 0.0009849412340365506, + -0.0009821160155236762, + 0.0009757248995505471, + 0.0009748386148917955, + 0.0009737832365191839, + -0.0009653354332210714, + 0.0009648521117989696, + 0.0009593858185576714, + -0.0009564628750831926, + -0.0009557824792397469, + -0.0009556229143815587, + 0.0009514712190350063, + 0.000949611517644492, + 0.0009452833556340102, + -0.000936277972690029, + -0.0009359823738498113, + -0.000931764203195007, + -0.0009250654795111975, + -0.0009240716215993887, + -0.0009175596022671211, + -0.000909190249777884, + 0.0009065029990755881, + 0.0009019655096821301, + 0.0009012121864840096, + 0.0008980645769310953, + 0.0008935100051075788, + -0.0008919998294692326, + -0.0008861261539919998, + 0.0008700969365081572, + 0.0008666646545986414, + 0.0008655315540176785, + -0.0008513343169999322, + -0.0008487862383960788, + 0.0008464836768167113, + -0.0008436195921144397, + 0.0008354248062051905, + -0.0008252298251943214, + 0.0008249891880302023, + -0.0008229091974828734, + -0.0008225820482710297, + 0.0008203150387093273, + -0.0008187334104119904, + 0.0008175245686093617, + -0.0008158919764046367, + 0.0008121918058549122, + 0.0008113246883234402, + -0.0008007314581355765, + 0.0007971876037873074, + 0.0007896899270606834, + -0.0007890210457629927, + 0.0007889792467731745, + 0.0007851540759267902, + 0.0007827047170775841, + 0.0007824563075401716, + -0.0007818095554153031, + -0.0007817772180633279, + 0.0007790275584465455, + -0.0007771691245381847, + 0.0007719236614972108, + -0.0007683912098814965, + 0.0007683749925733106, + 0.0007637295178069951, + 0.000760436788189935, + 0.0007581691705268947, + -0.0007573584094771462, + -0.0007556147818057597, + 0.0007555825149033463, + -0.0007499617826984543, + 0.0007458017488421817, + -0.0007428774126291801, + 0.0007415217741883572, + -0.0007349337146586007, + -0.0007331263607106844, + 0.0007230637684799253, + -0.0007213067210998205, + -0.0007188243996371131, + -0.0007182822761783249, + -0.0007175804868141885, + 0.0007170225608523482, + 0.0007157193696596486, + 0.0007137378494966146, + -0.0007092532894688985, + 0.00070727366269874, + -0.0007058109318174094, + -0.0007021708417974292, + 0.000701311141856727, + 0.0007011820053137988, + 0.0006973431988173432, + 0.0006964402812785731, + -0.0006962201055197914, + 0.0006947578586387586, + -0.0006923712824262354, + -0.0006851086357740698, + -0.0006774235568046947, + 0.0006710722423352021, + 0.0006692676809173146, + -0.0006690099778309627, + 0.0006623258018637599, + 0.0006581438987657906, + 0.0006568623783402743, + 0.0006516117207486963, + 0.0006347705627572987, + -0.000631458724076727, + -0.0006310644888952389, + 0.0006243571873414175, + -0.0006222849455676062, + -0.0006217062745250229, + -0.0006183907450846667, + 0.0006181192445450525, + 0.0006174043563589214, + 0.0006162993540015202, + 0.0006162063971385067, + 0.0006144932871668036, + -0.0006098138586863645, + -0.0006029740310228789, + 0.0005928296871150201, + 0.000591906140334923, + -0.0005918623599106513, + 0.000591174286859905, + -0.0005873218233374315, + -0.0005861810167419188, + -0.0005849930345032836, + 0.0005812112729937038, + -0.0005740919448928229, + 0.000573866370658754, + -0.0005692751674198123, + 0.0005670897835179703, + -0.0005639843138347399, + -0.0005614400047656007, + -0.0005587376213213573, + -0.0005543058258015964, + -0.0005540034700187806, + 0.000553204018766281, + -0.0005487035722780627, + 0.0005480118087398058, + 0.0005458170027429248, + 0.0005445029117230026, + -0.0005432925652176489, + -0.0005412877609139655, + 0.0005399548477353102, + -0.0005389871390616238, + -0.0005348633084621162, + 0.0005338877876085724, + -0.0005275266471658751, + -0.0005225080451279876, + 0.0005202563216537194, + 0.0005196381988244765, + 0.0005157690165843686, + -0.0005124105791723808, + 0.0005120248624696724, + -0.0005117641348646188, + 0.0005108231125562553, + -0.0005053845424153439, + 0.0005045750226628417, + 0.0004967633553343783, + 0.0004959778134102313, + 0.0004893398790106579, + -0.0004836502119695606, + 0.000481040680867909, + -0.00047575084840099, + -0.00047034412126073884, + -0.0004689198663665841, + -0.00046761821027880055, + 0.00046624775905238533, + 0.00046598928113591916, + 0.00046454550486359523, + -0.0004635852721199785, + -0.0004627306153971628, + -0.00045907944159475966, + 0.00045830911404718023, + -0.0004546749484185307, + 0.0004524624498717354, + -0.0004501325246100479, + -0.00044924381417451475, + 0.00044693968178181854, + -0.0004461464842566249, + 0.00044430530034128037, + -0.0004392709316208156, + -0.0004374424880789849, + -0.00043709479440757614, + 0.0004357526226656938, + -0.00042968019894629996, + -0.0004258854770215406, + 0.00042482703322408084, + 0.0004225781880842326, + 0.0004206185110785012, + 0.00041275914300692803, + -0.00041051700701953274, + -0.00040720284523822106, + -0.0004025651568905914, + -0.000401859045658076, + 0.00040120254605570356, + -0.0003985674278858229, + -0.0003980658318668422, + -0.00039802417995318736, + 0.00039789865305182685, + 0.00039709702995967646, + -0.00039483610094490724, + 0.000392713328839991, + -0.00039253035720466015, + -0.0003875730814870292, + 0.0003861653367584327, + -0.00038578573645934596, + 0.0003814249892123391, + 0.00038130570646634324, + -0.0003764623500700924, + 0.0003709534202660855, + 0.0003697595728115719, + 0.0003689965082785282, + -0.00036862337573791306, + 0.00036842399971406266, + -0.00036795293167684554, + -0.000367793156122099, + 0.00035977867209973177, + -0.0003590666013834228, + 0.0003589087817327039, + -0.0003579693669000334, + -0.00035633768122975503, + 0.00035324085238968114, + 0.0003525249772616899, + -0.00034577269135482793, + -0.0003438136668292515, + -0.00033875664216135025, + -0.00033418224165657244, + 0.00033337287979873925, + 0.0003263885829013676, + -0.0003257030559083994, + -0.00032283671485308196, + -0.00032214488695723765, + -0.0003204667114349483, + 0.00031895866505232874, + 0.00031686288901052427, + 0.00031669770485528715, + 0.00031435874454563515, + -0.0003138041404157068, + 0.00031080880109330534, + -0.0003095519247392693, + -0.00030894796605627665, + -0.0003062572667350039, + -0.00030538264771262484, + -0.00030491888000675507, + 0.00030437950987962183, + 0.0002962498766131622, + 0.0002960863272858138, + -0.0002932833476945701, + -0.0002932540280176562, + 0.00029265651211749817, + -0.0002926496025015957, + -0.00029157234220143725, + 0.00029072096133721855, + 0.0002905395673419689, + 0.00028527907691580146, + 0.0002802446254678621, + 0.00027766205640333575, + 0.00027420108277963526, + 0.0002694910025000608, + 0.00026592869096953795, + 0.0002655241123969499, + -0.0002653991088087751, + 0.0002648770614737124, + -0.0002627845282778271, + 0.00025955181157588794, + -0.0002594484778746673, + 0.000258235049307765, + -0.00025787777177800977, + 0.00025746723267591206, + 0.0002574192273581867, + -0.00025529216165897734, + -0.0002552565434359461, + -0.00025323315880224176, + 0.000250754010088204, + 0.0002484266239759302, + 0.0002471325353491781, + 0.000247118342321795, + 0.00024566071008001267, + -0.00024225458850475013, + -0.0002413141086617963, + 0.00023963566893038857, + -0.00023904474014859963, + -0.0002373018318988012, + -0.00023588539908945112, + 0.00023372230723741006, + 0.00023323893819644252, + 0.0002329950885553267, + 0.00023200431842439643, + -0.00023154562101448104, + -0.00022962179504151619, + 0.000229175589297083, + -0.0002270394124652603, + 0.00022558653927886397, + 0.0002247240128297174, + -0.00022402986081444074, + -0.00022389925287421463, + -0.0002226049526176771, + 0.00022113016166522314, + -0.00022090073265078507, + 0.0002206066707751011, + 0.00022024112589710048, + 0.0002181565706378994, + -0.00021810334636227099, + 0.00021029258480806447, + -0.00020938917955702058, + 0.0002088644985608361, + -0.00020847124132339722, + 0.00020794832247815386, + 0.00020593170781377904, + 0.00020578751913959476, + 0.00020311202255433695, + 0.00020286693375981668, + 0.00020144619873178557, + 0.00020073464892933848, + -0.00019902874635477789, + 0.0001986521847647591, + 0.00019774490621607787, + -0.0001884980612041344, + -0.00018849578356546994, + -0.0001872148213031, + -0.0001853435137028189, + 0.0001824947609577819, + -0.0001820281020333468, + 0.00017994827722111898, + -0.0001785616695345669, + -0.000178400680144969, + -0.00017797800583731023, + 0.00017684999699046233, + -0.0001754350933251172, + 0.00017428255093552574, + -0.00017391563195837248, + -0.00017163362119437966, + -0.00016993157765221603, + -0.00016960545464602726, + 0.0001684584153449616, + 0.00016832440242236523, + 0.00016762823290897104, + -0.00016601363975662516, + 0.00016350406279414868, + -0.00016132247656306333, + 0.00016058061987006403, + 0.00015939915605837595, + 0.0001581142669475183, + -0.00015685875893447295, + -0.00015666301889889496, + 0.00015604197298873534, + 0.00015576975658853089, + 0.0001557406818815409, + 0.00015444481879311228, + 0.00015409242763971746, + -0.00014702426080795473, + 0.0001461882166457203, + 0.00014551616365743517, + -0.00014533991248464096, + -0.0001448700968201306, + 0.00014415787116110894, + -0.00014329867162716288, + -0.00014280725963577407, + 0.00014196330363841806, + -0.00014113488903390938, + 0.00014074968954537053, + -0.00014041969208909217, + -0.00013968978234259695, + -0.00013913437736495988, + 0.000137806332150718, + -0.00013710405073449664, + -0.00013611205039061117, + 0.0001341352619034242, + 0.00013264832202346157, + 0.00012970581835691493, + 0.00012855007227040164, + -0.00012798069792185996, + -0.00012521770857865932, + -0.0001248702107753626, + -0.00012475964565002203, + 0.00012272448225990966, + 0.00012151416890543169, + -0.00012121272533782935, + -0.00012004965778405581, + 0.00011804515414582466, + -0.00011791636726266356, + 0.00011643952910576727, + 0.00011586044219442186, + 0.00011433920617270913, + -0.00011363351391018512, + 0.00011000748943325555, + 0.00010870167341941031, + 0.00010818699062888922, + -0.00010776768633005364, + 0.00010727777380152814, + 0.0001052712065131098, + 0.00010525154937719136, + -0.00010360534211888962, + -0.00010333652839769845, + 9.93891469403821e-05, + 9.918039639772852e-05, + -9.859981495628222e-05, + -9.851375840551841e-05, + 9.567363882012086e-05, + 9.4748621579176e-05, + 9.428326717172821e-05, + 9.293588695143464e-05, + 9.264542924839508e-05, + 9.203216146286836e-05, + 9.17228994542868e-05, + 9.066773138435235e-05, + 9.042546412746402e-05, + 8.841492551055963e-05, + -8.785230259542331e-05, + 8.678312336819885e-05, + -8.591592862536316e-05, + 8.572176434543231e-05, + 8.549148269505572e-05, + -8.462868926114691e-05, + -8.435764126908686e-05, + 8.435229893922088e-05, + -8.417829326505096e-05, + -8.410390667518382e-05, + 8.406954067930932e-05, + -8.285652611738224e-05, + 8.242153962847385e-05, + -8.230659099451497e-05, + 8.067896534184956e-05, + 8.001032116851492e-05, + 7.983465323363096e-05, + -7.942293087495833e-05, + 7.687196041017962e-05, + -7.598959503136894e-05, + 7.47257464625224e-05, + 7.416276559355729e-05, + 7.322877814722406e-05, + 7.273629313331603e-05, + -7.160729751997688e-05, + 7.14566266229318e-05, + 7.015987213743137e-05, + 7.001429781484521e-05, + -6.945623477969237e-05, + 6.901952189605325e-05, + -6.889607790515551e-05, + 6.826384620899344e-05, + -6.794508148904835e-05, + 6.778485837571259e-05, + -6.775018210266256e-05, + -6.773148995655903e-05, + -6.699147748946528e-05, + -6.658910889740063e-05, + 6.557986864209864e-05, + -6.452071729346917e-05, + 6.280858762622012e-05, + 6.25628527745342e-05, + 6.163068993632237e-05, + -6.150920645838843e-05, + 6.104127480723379e-05, + -6.064776735523557e-05, + -5.9320394612056405e-05, + 5.9228518170885285e-05, + -5.899690587028778e-05, + 5.8840131116909084e-05, + -5.662788154850397e-05, + 5.651276176694386e-05, + 5.5991552246961044e-05, + 5.597225629156355e-05, + 5.563716227019766e-05, + -5.519466171023847e-05, + 5.48019831039325e-05, + 5.441420969380396e-05, + -5.398392469389997e-05, + -5.274413606159094e-05, + 5.2375719357595944e-05, + -5.0886301915488284e-05, + 5.048443916681116e-05, + 4.9343775372496655e-05, + 4.930250392486527e-05, + 4.917609937306086e-05, + 4.720062595866329e-05, + -4.678841832951297e-05, + 4.585018890061472e-05, + -4.47827845535191e-05, + 4.353347701708426e-05, + 4.322778435252177e-05, + 4.314829897179876e-05, + -4.301052251259512e-05, + 4.276144119561123e-05, + 4.2054680518829264e-05, + 4.1673483993640195e-05, + -4.1436634396592646e-05, + -4.084592749462399e-05, + -4.038091064741286e-05, + -3.97814235823659e-05, + -3.9772347655184546e-05, + 3.9543278797774225e-05, + 3.9133546553621995e-05, + -3.8704253028444945e-05, + 3.859585288238113e-05, + 3.747345180466364e-05, + 3.6714466389415865e-05, + 3.5237382198591855e-05, + -3.5111353559141175e-05, + 3.4964656369053286e-05, + 3.4834451486422574e-05, + -3.454909892247127e-05, + -3.4231166662606463e-05, + -3.394651171096547e-05, + 3.2986735152876175e-05, + -3.2830681092514035e-05, + 3.253284562854715e-05, + 3.231864217478856e-05, + 3.159069710699908e-05, + 3.130753272744274e-05, + -3.124833607472261e-05, + -3.1218530623798927e-05, + -3.056942173699047e-05, + 3.0074062847045802e-05, + 2.9182029500226897e-05, + 2.891549863109782e-05, + 2.627908887691355e-05, + -2.3273419157297815e-05, + 2.2542331876857944e-05, + -2.250117872026887e-05, + 2.18012921180803e-05, + 2.1532293834299987e-05, + 2.1429645693379147e-05, + 2.1002478681781604e-05, + -2.0933774028642306e-05, + 2.071828008400904e-05, + 2.0620695619489313e-05, + -2.061561761901859e-05, + -2.0595310931841792e-05, + -1.972325710374693e-05, + 1.9224846724510968e-05, + 1.8541381393487986e-05, + 1.8228644655663543e-05, + -1.751471265427018e-05, + 1.6427871128640167e-05, + 1.6322228307471517e-05, + 1.5526153035423747e-05, + -1.5435517525608292e-05, + 1.5348607417455082e-05, + 1.5213751334139426e-05, + 1.5165052148691543e-05, + -1.5141326609097031e-05, + 1.4988020737487634e-05, + -1.4841779584911475e-05, + 1.481421632361242e-05, + 1.468213725772639e-05, + -1.4513889325869482e-05, + 1.3847692223916366e-05, + 1.349400874890894e-05, + 1.3391617036331324e-05, + 1.2247500846019677e-05, + -1.1403196989483538e-05, + -1.0682062919896114e-05, + 1.0662644792764206e-05, + 1.056841796896592e-05, + 1.0248085266880258e-05, + 1.0112793573555792e-05, + 9.794608495694509e-06, + 9.618321220727575e-06, + 9.508500939936431e-06, + -9.43525670228704e-06, + -9.349910090311806e-06, + 9.348208568979173e-06, + 9.120440702640599e-06, + 8.971103244579557e-06, + 8.89149515681397e-06, + -8.536200935893332e-06, + 7.884206266481779e-06, + -7.82013269992152e-06, + -7.717277401730548e-06, + 7.560916055167893e-06, + -5.9741037661792165e-06, + -5.240234335059595e-06, + 5.116824248969243e-06, + 5.102372717521211e-06, + -4.82556792294358e-06, + 4.629157138498736e-06, + 3.978239624788395e-06, + -3.960411533942064e-06, + 3.928453259281955e-06, + 3.4994003713447865e-06, + -3.24226804198189e-06, + 2.7354957313104738e-06, + 2.6932416874249704e-06, + -2.6151149428463756e-06, + 2.4844513986779387e-06, + 2.2491304140946985e-06, + -1.750850716363706e-06, + 1.141883746577356e-06, + -9.734327438323206e-07, + -8.833504498242898e-07, + 5.970218864604572e-07, + -5.323334636070645e-07, + 3.404882966504488e-07, + -2.514230800409833e-07, + 2.086502071357527e-07, + -1.7965813047599228e-07, + -1.4967765054619437e-07, + 9.96548485472651e-08, + -9.599099290188777e-08, + -3.0914358684087396e-08, + -2.7630722891265983e-09, + -1.8729641117140321e-10 + ], + "Absolute Coefficient": [ + 0.041680040722832754, + 0.03547228727572513, + 0.03292866427831249, + 0.03245406568140941, + 0.03229317272919606, + 0.026991662522393853, + 0.026984203189734476, + 0.026736077105211413, + 0.0265368949688717, + 0.025952948916008606, + 0.02537912109889117, + 0.025348523951270376, + 0.02459337412563727, + 0.02455946534669462, + 0.024479345476452082, + 0.024373770411339764, + 0.024131649587400956, + 0.023070602428243398, + 0.022977773033197594, + 0.02297583466986109, + 0.02271210308589469, + 0.02246249953202341, + 0.022415658540535902, + 0.022359816119052696, + 0.022328901752950166, + 0.02217690944996874, + 0.02207506234798137, + 0.021177064527427993, + 0.0207949867432735, + 0.020769858640836684, + 0.019774632146747777, + 0.01938361459215763, + 0.019279378919406228, + 0.018958721224070166, + 0.018589935753867973, + 0.018561928177378437, + 0.01837440217649205, + 0.018346925355404057, + 0.018140134258990734, + 0.017801276652984387, + 0.017570488906075613, + 0.01744559554719476, + 0.017204108991763552, + 0.017149776822957923, + 0.01702050982153338, + 0.016552276503956867, + 0.015950822737308617, + 0.01586165694714365, + 0.015679700953869904, + 0.015672232994656886, + 0.015590940220494294, + 0.015519720229755216, + 0.015202348904109438, + 0.015029172584978892, + 0.014987085996120723, + 0.014811341881114687, + 0.014102575181853386, + 0.014001783833680023, + 0.013813802894011976, + 0.013710488735449507, + 0.013695844577816717, + 0.013620066749803735, + 0.01351811958347203, + 0.01344930179072171, + 0.01339435009777083, + 0.01332152853189463, + 0.012986259441509192, + 0.012937433731459487, + 0.012934701824616172, + 0.012884848072941966, + 0.012797379984938365, + 0.01258056592484762, + 0.012488212647205815, + 0.012317209077503326, + 0.012285145688989888, + 0.012267334609475338, + 0.012162080052485593, + 0.012085571370597849, + 0.011995787623805376, + 0.011986670283312658, + 0.011960125157272293, + 0.011832101982630286, + 0.01176409147640886, + 0.011688929732858726, + 0.01161760984060639, + 0.011405793868779551, + 0.011230708170685557, + 0.011095656744998647, + 0.01097672207641381, + 0.010894050058799874, + 0.01082646214337323, + 0.010734103512140923, + 0.01071323825179694, + 0.010705217738960071, + 0.010649674710829218, + 0.010556169773033395, + 0.010396632288274012, + 0.010382130730666725, + 0.010346256436448273, + 0.010318340322475436, + 0.010138452403092352, + 0.010050362157845981, + 0.009817626558619974, + 0.00980729670347559, + 0.00980453101382944, + 0.009773993923315051, + 0.00977339406283231, + 0.009760105483183396, + 0.009654004540758132, + 0.009653384827500559, + 0.009604669503201102, + 0.00957206005088363, + 0.009557709570464196, + 0.00955096515643271, + 0.009391889436740974, + 0.009208749101807271, + 0.009187915878760621, + 0.009134468169395293, + 0.009115853356749725, + 0.00911557934043993, + 0.009100587206266183, + 0.009034994225009385, + 0.009034424384530646, + 0.008940553596466672, + 0.008849484722932965, + 0.00878349285342878, + 0.0087794483928916, + 0.008747634589449441, + 0.008694331069698257, + 0.008693177233608892, + 0.00865076852602508, + 0.008471754040040132, + 0.008455078030200841, + 0.008427174803556427, + 0.008411287662657798, + 0.008389550092752612, + 0.008379214756557049, + 0.008358700169981673, + 0.008304287489695151, + 0.008262490417144908, + 0.00824171346618773, + 0.008180459401121378, + 0.008148359842247389, + 0.008108673292886845, + 0.008046281651859596, + 0.0080462266536528, + 0.008042207703130456, + 0.007998620577542305, + 0.007947081747507998, + 0.007815410937827862, + 0.007703220900016991, + 0.007700981445623033, + 0.007669938535530203, + 0.0075259609127118696, + 0.0075258253278619285, + 0.00750089010924462, + 0.007449423376550467, + 0.007347407881981519, + 0.007260318350480691, + 0.007235122895311542, + 0.007193529095169735, + 0.007187686563885699, + 0.007167502768705888, + 0.007114977310694024, + 0.007074944755770197, + 0.0070263963625165704, + 0.006969960564080347, + 0.0069502268443867666, + 0.006928094117817556, + 0.006888225352043973, + 0.00685972522422765, + 0.006812149208134279, + 0.006772173933273586, + 0.006771051735207675, + 0.006751009097750726, + 0.006725971762039339, + 0.006678464379564086, + 0.006543067289077781, + 0.006471616687441408, + 0.006407150059059793, + 0.006359787711118636, + 0.006341005945442084, + 0.0062883875330285175, + 0.006286231758502667, + 0.006239252382212861, + 0.00622678543405061, + 0.006226396368220599, + 0.006218769928801902, + 0.006198716353711822, + 0.0061758207928943425, + 0.006149321070667503, + 0.006146633650230302, + 0.006144344672843969, + 0.0061306887628137805, + 0.0061259073460669545, + 0.006106266593069913, + 0.006072594628209155, + 0.0060444592793011285, + 0.006009195546241485, + 0.0059688818187588035, + 0.005900603694193644, + 0.005881255682817652, + 0.005823186384831544, + 0.005799440715519036, + 0.005771009682755845, + 0.005763407789370602, + 0.005750151794728217, + 0.005742849825697028, + 0.005713715422449333, + 0.005681171263140287, + 0.0056631356142606915, + 0.005662885812321068, + 0.005616018027916133, + 0.005593327173159628, + 0.005591308185537658, + 0.005504054995329432, + 0.005438916915129313, + 0.005438234586318613, + 0.005427661080258781, + 0.005405303902874605, + 0.005354041056694969, + 0.005325360922142102, + 0.005290710980897161, + 0.005249842583231626, + 0.00524528973328523, + 0.005164951789221831, + 0.005163816436035669, + 0.005154333678972141, + 0.00514355663896091, + 0.005133685375235938, + 0.0050697824384968735, + 0.00504765833027984, + 0.005024165353533551, + 0.0050170178513833505, + 0.004941335645648464, + 0.004938407265106503, + 0.0049271138122317995, + 0.004891289462237326, + 0.004858733753349887, + 0.004827675847869304, + 0.0047709449628626, + 0.0047649968835745665, + 0.00472440122572451, + 0.00470622076305077, + 0.004680894457519577, + 0.004656641302475209, + 0.004642274944471535, + 0.004632300457648, + 0.0046037833055058925, + 0.00456094419408934, + 0.0045106377633010696, + 0.0044884264277677485, + 0.004467323267316546, + 0.004460895825701773, + 0.004452911548899279, + 0.004418612904604418, + 0.00441756368338885, + 0.004405507032129632, + 0.004396275309603152, + 0.0043852422224801854, + 0.0043670369316690496, + 0.004358524753173699, + 0.0043582672623871735, + 0.004336497915859794, + 0.00428715024554724, + 0.004280383234779019, + 0.004212291498025131, + 0.004203827021889966, + 0.004200311549689834, + 0.004177926176421548, + 0.004147290691105152, + 0.004146380579746125, + 0.004144221333594302, + 0.0041414242605670145, + 0.004135799963333935, + 0.004134109660689251, + 0.004075705146596282, + 0.004048252159159711, + 0.0040296536525081155, + 0.004017084103047175, + 0.0040137551517957296, + 0.004011508549521102, + 0.003983552386310609, + 0.003963775409617862, + 0.003939818337648457, + 0.003936203985908239, + 0.003922764592801087, + 0.003904694416541879, + 0.003889961605526622, + 0.00386549879884017, + 0.0038641952876143425, + 0.0038615173853483193, + 0.0038564820527098856, + 0.003823984663678368, + 0.0038126119193295453, + 0.003809771451113829, + 0.003807319464553658, + 0.0037986249933529403, + 0.003784326358851739, + 0.0037661711492462144, + 0.003727961671804561, + 0.0037233942590020825, + 0.0037207112785292034, + 0.003719084211406796, + 0.003712493909602711, + 0.003685750482966997, + 0.003665658533036039, + 0.0036587776891120723, + 0.003619116264502477, + 0.0036140860624896067, + 0.0036136255280094704, + 0.00360443087334574, + 0.003603340453610364, + 0.0035984111454039707, + 0.003590942523704695, + 0.0035841599397318283, + 0.003546069642548981, + 0.0035418974881609114, + 0.0035357538127588246, + 0.003521805012856334, + 0.003520884240253113, + 0.003506678835991698, + 0.0034971268191022406, + 0.003475169096638011, + 0.0034679025232776865, + 0.0034611628048744716, + 0.003453264540464226, + 0.003452386664437983, + 0.003441422335072265, + 0.003419650711504049, + 0.00340588161778895, + 0.0033689637762234297, + 0.003353723468361185, + 0.0033513114990785147, + 0.003347716439081602, + 0.003341008588846589, + 0.0033336955986643622, + 0.003327186658881304, + 0.003318218951168954, + 0.003312271463779985, + 0.0032958400352822944, + 0.003276811434478306, + 0.003265970425035081, + 0.003262843005848306, + 0.0032571754436118436, + 0.0032528845050519214, + 0.0032398242981308625, + 0.003228550873338429, + 0.003223461979743905, + 0.00321796252366033, + 0.0031935291169046774, + 0.0031754329233921043, + 0.0031676493632813423, + 0.003159237685028352, + 0.00315565112105313, + 0.003155585880023615, + 0.0031554319930098594, + 0.0031422398861383396, + 0.003126030608620189, + 0.003079964110608613, + 0.003079722914014792, + 0.0030685089000884016, + 0.0030382579404632177, + 0.00303148655213306, + 0.003026320379787755, + 0.0030179336970499776, + 0.0030069092560209313, + 0.0029898289439616154, + 0.002976638230929627, + 0.002973566656129859, + 0.002959205515168201, + 0.0029465543113359536, + 0.0029377978434539345, + 0.002937619371388955, + 0.0029345949820881257, + 0.0029183715752377805, + 0.002905852860863575, + 0.0029038731575918727, + 0.002899325019297834, + 0.00289872150840949, + 0.0028900677536180274, + 0.0028824165206536153, + 0.0028704257026530415, + 0.0028679189200517745, + 0.002846863861830096, + 0.0028277927006442843, + 0.002827674964335371, + 0.002824339016440186, + 0.00282427596862148, + 0.0028164668213651383, + 0.002816069228903475, + 0.0028143110441704237, + 0.0028053318474637466, + 0.0028037857239264757, + 0.0027924428298954237, + 0.0027905638990080436, + 0.0027868363432494315, + 0.002780913521008219, + 0.002778879865760773, + 0.002767154101819035, + 0.002760914766621007, + 0.0027595987415682654, + 0.002758275095416299, + 0.0026711484170753464, + 0.0026690039556479033, + 0.0026674567180087023, + 0.002666017465075431, + 0.0026656319683169903, + 0.002659435963555374, + 0.002635795697091349, + 0.002632486428046913, + 0.0026196212860959576, + 0.0025933880096868484, + 0.002576009531491686, + 0.002574943443292411, + 0.0025676667974450385, + 0.00256230217046809, + 0.0025378382974834057, + 0.002532499696469966, + 0.002518938894758002, + 0.002503552102787667, + 0.0025029278316791746, + 0.0024875908604125125, + 0.0024796566701419235, + 0.0024500523695283774, + 0.002449281124886177, + 0.002435374186094709, + 0.0024266995512073923, + 0.0024178223998412678, + 0.0024157145712585303, + 0.0024049451078393806, + 0.0023933658799625036, + 0.002389028973329742, + 0.0023863883854772718, + 0.0023447579901028316, + 0.0023341878411904564, + 0.0023185981308256874, + 0.002287282626329534, + 0.0022522883182262664, + 0.0022374633886741505, + 0.002232026026763168, + 0.00222373464631017, + 0.0022196192879351652, + 0.002215667553392052, + 0.002213925038963908, + 0.0022034367920942596, + 0.0021985078445150782, + 0.0021951781008027055, + 0.002175202395318527, + 0.002174287063553099, + 0.002165795262388577, + 0.0021630746574747765, + 0.002160672459949097, + 0.00215808618621313, + 0.0021458747024980353, + 0.0021320603052454525, + 0.0021139532183310702, + 0.0021130486309023913, + 0.0021000858974875385, + 0.0020958160064930126, + 0.0020866999164198797, + 0.0020691220101068343, + 0.00206643565047008, + 0.0020642112696425147, + 0.0020622021787366014, + 0.0020615499834852743, + 0.0020552849121362217, + 0.002046333762541809, + 0.0020288579975700338, + 0.0019998148218321648, + 0.001987830057709803, + 0.0019850807915845195, + 0.001980641842855515, + 0.0019779482499460285, + 0.0019725324347713916, + 0.0019624150878629863, + 0.001961995378871791, + 0.00196063494804502, + 0.0019533350189625404, + 0.001939342956804774, + 0.0019264622660586299, + 0.0019150301609019442, + 0.0019003812395018717, + 0.0018986447404315567, + 0.0018948526697813463, + 0.0018887223793803323, + 0.0018844546769239063, + 0.0018806933238837299, + 0.0018737119570197513, + 0.0018559674200833212, + 0.001852280678851229, + 0.0018332942297513768, + 0.0018324238303340323, + 0.0018316473846007413, + 0.0018300736629972103, + 0.0018294905821235274, + 0.001797050390640549, + 0.0017954857022643234, + 0.001795297053923037, + 0.0017870913708586413, + 0.0017858559764748912, + 0.0017753845066408292, + 0.001774099043885158, + 0.0017572070741120969, + 0.0017509243676297264, + 0.0017492444026745554, + 0.001748537432495902, + 0.0017273147562605951, + 0.00172485588463116, + 0.001720084192567068, + 0.0017181965372672025, + 0.0017179303432554522, + 0.00170986050564872, + 0.0017091499199926845, + 0.0017027223596578615, + 0.0017008822397484853, + 0.0016932217765231363, + 0.0016925057796218425, + 0.001686624194320483, + 0.0016852581905936017, + 0.0016826499558164824, + 0.0016813854614782877, + 0.0016680617245610162, + 0.0016679641737911727, + 0.001650896792761597, + 0.001649639904462462, + 0.0016474229984445004, + 0.0016450704691388417, + 0.0016421030376592297, + 0.001638995226795825, + 0.001637690303030939, + 0.001633474171452273, + 0.0016168239947765685, + 0.0016111977451153678, + 0.0016074265597655697, + 0.0016065153196396908, + 0.0015966030803258677, + 0.0015928398813742888, + 0.0015926523642479798, + 0.0015908991879016634, + 0.0015885635934716974, + 0.0015846190750342306, + 0.0015809148363913066, + 0.00157212249094155, + 0.0015707684073754775, + 0.0015627963351228008, + 0.0015594749266602535, + 0.0015502221317908336, + 0.0015479496833567226, + 0.0015478434107446598, + 0.0015321764108558714, + 0.0015314844221741438, + 0.00151804345536296, + 0.001517017962897255, + 0.00150882854618459, + 0.001504724391741557, + 0.0014975278509826307, + 0.0014858589173894522, + 0.0014838786362946462, + 0.0014770944639124265, + 0.001476899647966242, + 0.001470005277044317, + 0.001459218345105345, + 0.0014478647831242613, + 0.0014454797641269212, + 0.0014416941122921583, + 0.001439165913387243, + 0.0014382962388502548, + 0.0014279431988389953, + 0.001425217482389621, + 0.0013977081474029487, + 0.0013929595912936562, + 0.0013919548562192966, + 0.001390187839407347, + 0.0013885875790120175, + 0.0013808532716112543, + 0.001379206399944016, + 0.0013786234702471236, + 0.0013778206982692446, + 0.0013767026231851496, + 0.0013748309861307745, + 0.0013716591886875692, + 0.0013703472848755733, + 0.0013695151830199082, + 0.0013686748127930777, + 0.0013683684845956152, + 0.0013617775299356618, + 0.0013582745977843854, + 0.0013573675448793293, + 0.0013524473891282746, + 0.00134789483647041, + 0.0013395403926806254, + 0.0013385567853372968, + 0.0013352034159729792, + 0.0013312280555057771, + 0.001319051641812095, + 0.0013113595955897602, + 0.001304364060338723, + 0.0013035894915844855, + 0.0012992406869039505, + 0.001289232183916147, + 0.0012881445698287577, + 0.0012880894944559647, + 0.0012831756176485847, + 0.0012794434544746462, + 0.0012729437081113357, + 0.0012541046114525965, + 0.0012530346693232699, + 0.0012517089662009149, + 0.0012258480092796936, + 0.0012196092667320772, + 0.001208792410288226, + 0.0012076522131517415, + 0.0012043555616326296, + 0.0011994692826843777, + 0.0011926454166858056, + 0.0011920053315550175, + 0.0011875536685681074, + 0.0011853742349739827, + 0.0011847511888173257, + 0.001176831516429125, + 0.0011765691723137034, + 0.001167280094324768, + 0.0011663688147826735, + 0.0011634587892660531, + 0.0011602931941389295, + 0.0011558782297482124, + 0.0011528115876697303, + 0.0011523987560493434, + 0.0011462816990102064, + 0.001144919551513974, + 0.001143270978118193, + 0.0011358756776540886, + 0.00113337735599083, + 0.0011273140264946157, + 0.0011252503947526613, + 0.0011236645114096147, + 0.0011189076476966155, + 0.0011182422738794495, + 0.0011168845437884546, + 0.0011129591818010956, + 0.0011043420367752791, + 0.0011000927443924498, + 0.0010968652278522848, + 0.0010915086008561313, + 0.0010853426425827904, + 0.0010838688792557919, + 0.001078790824472851, + 0.0010762747938476613, + 0.001076063254756358, + 0.001073779618442124, + 0.0010663897868190898, + 0.0010657889927019272, + 0.0010630482846947322, + 0.0010582046790263767, + 0.0010580619282512568, + 0.0010568681690199906, + 0.0010488965110488561, + 0.00104767294920407, + 0.001045842656836154, + 0.001043853400798883, + 0.0010403286325507495, + 0.0010352119082968586, + 0.0010323103945811334, + 0.001029007740117899, + 0.0010257015210860508, + 0.001013776962029222, + 0.001013111561036798, + 0.0010103237338188636, + 0.001006666072596544, + 0.0010053002585689735, + 0.0010032217672899882, + 0.0010007563603892113, + 0.0009995235165637139, + 0.000998733555031694, + 0.0009969720996501358, + 0.0009949832818149514, + 0.0009878589716809743, + 0.0009849412340365506, + 0.0009821160155236762, + 0.0009757248995505471, + 0.0009748386148917955, + 0.0009737832365191839, + 0.0009653354332210714, + 0.0009648521117989696, + 0.0009593858185576714, + 0.0009564628750831926, + 0.0009557824792397469, + 0.0009556229143815587, + 0.0009514712190350063, + 0.000949611517644492, + 0.0009452833556340102, + 0.000936277972690029, + 0.0009359823738498113, + 0.000931764203195007, + 0.0009250654795111975, + 0.0009240716215993887, + 0.0009175596022671211, + 0.000909190249777884, + 0.0009065029990755881, + 0.0009019655096821301, + 0.0009012121864840096, + 0.0008980645769310953, + 0.0008935100051075788, + 0.0008919998294692326, + 0.0008861261539919998, + 0.0008700969365081572, + 0.0008666646545986414, + 0.0008655315540176785, + 0.0008513343169999322, + 0.0008487862383960788, + 0.0008464836768167113, + 0.0008436195921144397, + 0.0008354248062051905, + 0.0008252298251943214, + 0.0008249891880302023, + 0.0008229091974828734, + 0.0008225820482710297, + 0.0008203150387093273, + 0.0008187334104119904, + 0.0008175245686093617, + 0.0008158919764046367, + 0.0008121918058549122, + 0.0008113246883234402, + 0.0008007314581355765, + 0.0007971876037873074, + 0.0007896899270606834, + 0.0007890210457629927, + 0.0007889792467731745, + 0.0007851540759267902, + 0.0007827047170775841, + 0.0007824563075401716, + 0.0007818095554153031, + 0.0007817772180633279, + 0.0007790275584465455, + 0.0007771691245381847, + 0.0007719236614972108, + 0.0007683912098814965, + 0.0007683749925733106, + 0.0007637295178069951, + 0.000760436788189935, + 0.0007581691705268947, + 0.0007573584094771462, + 0.0007556147818057597, + 0.0007555825149033463, + 0.0007499617826984543, + 0.0007458017488421817, + 0.0007428774126291801, + 0.0007415217741883572, + 0.0007349337146586007, + 0.0007331263607106844, + 0.0007230637684799253, + 0.0007213067210998205, + 0.0007188243996371131, + 0.0007182822761783249, + 0.0007175804868141885, + 0.0007170225608523482, + 0.0007157193696596486, + 0.0007137378494966146, + 0.0007092532894688985, + 0.00070727366269874, + 0.0007058109318174094, + 0.0007021708417974292, + 0.000701311141856727, + 0.0007011820053137988, + 0.0006973431988173432, + 0.0006964402812785731, + 0.0006962201055197914, + 0.0006947578586387586, + 0.0006923712824262354, + 0.0006851086357740698, + 0.0006774235568046947, + 0.0006710722423352021, + 0.0006692676809173146, + 0.0006690099778309627, + 0.0006623258018637599, + 0.0006581438987657906, + 0.0006568623783402743, + 0.0006516117207486963, + 0.0006347705627572987, + 0.000631458724076727, + 0.0006310644888952389, + 0.0006243571873414175, + 0.0006222849455676062, + 0.0006217062745250229, + 0.0006183907450846667, + 0.0006181192445450525, + 0.0006174043563589214, + 0.0006162993540015202, + 0.0006162063971385067, + 0.0006144932871668036, + 0.0006098138586863645, + 0.0006029740310228789, + 0.0005928296871150201, + 0.000591906140334923, + 0.0005918623599106513, + 0.000591174286859905, + 0.0005873218233374315, + 0.0005861810167419188, + 0.0005849930345032836, + 0.0005812112729937038, + 0.0005740919448928229, + 0.000573866370658754, + 0.0005692751674198123, + 0.0005670897835179703, + 0.0005639843138347399, + 0.0005614400047656007, + 0.0005587376213213573, + 0.0005543058258015964, + 0.0005540034700187806, + 0.000553204018766281, + 0.0005487035722780627, + 0.0005480118087398058, + 0.0005458170027429248, + 0.0005445029117230026, + 0.0005432925652176489, + 0.0005412877609139655, + 0.0005399548477353102, + 0.0005389871390616238, + 0.0005348633084621162, + 0.0005338877876085724, + 0.0005275266471658751, + 0.0005225080451279876, + 0.0005202563216537194, + 0.0005196381988244765, + 0.0005157690165843686, + 0.0005124105791723808, + 0.0005120248624696724, + 0.0005117641348646188, + 0.0005108231125562553, + 0.0005053845424153439, + 0.0005045750226628417, + 0.0004967633553343783, + 0.0004959778134102313, + 0.0004893398790106579, + 0.0004836502119695606, + 0.000481040680867909, + 0.00047575084840099, + 0.00047034412126073884, + 0.0004689198663665841, + 0.00046761821027880055, + 0.00046624775905238533, + 0.00046598928113591916, + 0.00046454550486359523, + 0.0004635852721199785, + 0.0004627306153971628, + 0.00045907944159475966, + 0.00045830911404718023, + 0.0004546749484185307, + 0.0004524624498717354, + 0.0004501325246100479, + 0.00044924381417451475, + 0.00044693968178181854, + 0.0004461464842566249, + 0.00044430530034128037, + 0.0004392709316208156, + 0.0004374424880789849, + 0.00043709479440757614, + 0.0004357526226656938, + 0.00042968019894629996, + 0.0004258854770215406, + 0.00042482703322408084, + 0.0004225781880842326, + 0.0004206185110785012, + 0.00041275914300692803, + 0.00041051700701953274, + 0.00040720284523822106, + 0.0004025651568905914, + 0.000401859045658076, + 0.00040120254605570356, + 0.0003985674278858229, + 0.0003980658318668422, + 0.00039802417995318736, + 0.00039789865305182685, + 0.00039709702995967646, + 0.00039483610094490724, + 0.000392713328839991, + 0.00039253035720466015, + 0.0003875730814870292, + 0.0003861653367584327, + 0.00038578573645934596, + 0.0003814249892123391, + 0.00038130570646634324, + 0.0003764623500700924, + 0.0003709534202660855, + 0.0003697595728115719, + 0.0003689965082785282, + 0.00036862337573791306, + 0.00036842399971406266, + 0.00036795293167684554, + 0.000367793156122099, + 0.00035977867209973177, + 0.0003590666013834228, + 0.0003589087817327039, + 0.0003579693669000334, + 0.00035633768122975503, + 0.00035324085238968114, + 0.0003525249772616899, + 0.00034577269135482793, + 0.0003438136668292515, + 0.00033875664216135025, + 0.00033418224165657244, + 0.00033337287979873925, + 0.0003263885829013676, + 0.0003257030559083994, + 0.00032283671485308196, + 0.00032214488695723765, + 0.0003204667114349483, + 0.00031895866505232874, + 0.00031686288901052427, + 0.00031669770485528715, + 0.00031435874454563515, + 0.0003138041404157068, + 0.00031080880109330534, + 0.0003095519247392693, + 0.00030894796605627665, + 0.0003062572667350039, + 0.00030538264771262484, + 0.00030491888000675507, + 0.00030437950987962183, + 0.0002962498766131622, + 0.0002960863272858138, + 0.0002932833476945701, + 0.0002932540280176562, + 0.00029265651211749817, + 0.0002926496025015957, + 0.00029157234220143725, + 0.00029072096133721855, + 0.0002905395673419689, + 0.00028527907691580146, + 0.0002802446254678621, + 0.00027766205640333575, + 0.00027420108277963526, + 0.0002694910025000608, + 0.00026592869096953795, + 0.0002655241123969499, + 0.0002653991088087751, + 0.0002648770614737124, + 0.0002627845282778271, + 0.00025955181157588794, + 0.0002594484778746673, + 0.000258235049307765, + 0.00025787777177800977, + 0.00025746723267591206, + 0.0002574192273581867, + 0.00025529216165897734, + 0.0002552565434359461, + 0.00025323315880224176, + 0.000250754010088204, + 0.0002484266239759302, + 0.0002471325353491781, + 0.000247118342321795, + 0.00024566071008001267, + 0.00024225458850475013, + 0.0002413141086617963, + 0.00023963566893038857, + 0.00023904474014859963, + 0.0002373018318988012, + 0.00023588539908945112, + 0.00023372230723741006, + 0.00023323893819644252, + 0.0002329950885553267, + 0.00023200431842439643, + 0.00023154562101448104, + 0.00022962179504151619, + 0.000229175589297083, + 0.0002270394124652603, + 0.00022558653927886397, + 0.0002247240128297174, + 0.00022402986081444074, + 0.00022389925287421463, + 0.0002226049526176771, + 0.00022113016166522314, + 0.00022090073265078507, + 0.0002206066707751011, + 0.00022024112589710048, + 0.0002181565706378994, + 0.00021810334636227099, + 0.00021029258480806447, + 0.00020938917955702058, + 0.0002088644985608361, + 0.00020847124132339722, + 0.00020794832247815386, + 0.00020593170781377904, + 0.00020578751913959476, + 0.00020311202255433695, + 0.00020286693375981668, + 0.00020144619873178557, + 0.00020073464892933848, + 0.00019902874635477789, + 0.0001986521847647591, + 0.00019774490621607787, + 0.0001884980612041344, + 0.00018849578356546994, + 0.0001872148213031, + 0.0001853435137028189, + 0.0001824947609577819, + 0.0001820281020333468, + 0.00017994827722111898, + 0.0001785616695345669, + 0.000178400680144969, + 0.00017797800583731023, + 0.00017684999699046233, + 0.0001754350933251172, + 0.00017428255093552574, + 0.00017391563195837248, + 0.00017163362119437966, + 0.00016993157765221603, + 0.00016960545464602726, + 0.0001684584153449616, + 0.00016832440242236523, + 0.00016762823290897104, + 0.00016601363975662516, + 0.00016350406279414868, + 0.00016132247656306333, + 0.00016058061987006403, + 0.00015939915605837595, + 0.0001581142669475183, + 0.00015685875893447295, + 0.00015666301889889496, + 0.00015604197298873534, + 0.00015576975658853089, + 0.0001557406818815409, + 0.00015444481879311228, + 0.00015409242763971746, + 0.00014702426080795473, + 0.0001461882166457203, + 0.00014551616365743517, + 0.00014533991248464096, + 0.0001448700968201306, + 0.00014415787116110894, + 0.00014329867162716288, + 0.00014280725963577407, + 0.00014196330363841806, + 0.00014113488903390938, + 0.00014074968954537053, + 0.00014041969208909217, + 0.00013968978234259695, + 0.00013913437736495988, + 0.000137806332150718, + 0.00013710405073449664, + 0.00013611205039061117, + 0.0001341352619034242, + 0.00013264832202346157, + 0.00012970581835691493, + 0.00012855007227040164, + 0.00012798069792185996, + 0.00012521770857865932, + 0.0001248702107753626, + 0.00012475964565002203, + 0.00012272448225990966, + 0.00012151416890543169, + 0.00012121272533782935, + 0.00012004965778405581, + 0.00011804515414582466, + 0.00011791636726266356, + 0.00011643952910576727, + 0.00011586044219442186, + 0.00011433920617270913, + 0.00011363351391018512, + 0.00011000748943325555, + 0.00010870167341941031, + 0.00010818699062888922, + 0.00010776768633005364, + 0.00010727777380152814, + 0.0001052712065131098, + 0.00010525154937719136, + 0.00010360534211888962, + 0.00010333652839769845, + 9.93891469403821e-05, + 9.918039639772852e-05, + 9.859981495628222e-05, + 9.851375840551841e-05, + 9.567363882012086e-05, + 9.4748621579176e-05, + 9.428326717172821e-05, + 9.293588695143464e-05, + 9.264542924839508e-05, + 9.203216146286836e-05, + 9.17228994542868e-05, + 9.066773138435235e-05, + 9.042546412746402e-05, + 8.841492551055963e-05, + 8.785230259542331e-05, + 8.678312336819885e-05, + 8.591592862536316e-05, + 8.572176434543231e-05, + 8.549148269505572e-05, + 8.462868926114691e-05, + 8.435764126908686e-05, + 8.435229893922088e-05, + 8.417829326505096e-05, + 8.410390667518382e-05, + 8.406954067930932e-05, + 8.285652611738224e-05, + 8.242153962847385e-05, + 8.230659099451497e-05, + 8.067896534184956e-05, + 8.001032116851492e-05, + 7.983465323363096e-05, + 7.942293087495833e-05, + 7.687196041017962e-05, + 7.598959503136894e-05, + 7.47257464625224e-05, + 7.416276559355729e-05, + 7.322877814722406e-05, + 7.273629313331603e-05, + 7.160729751997688e-05, + 7.14566266229318e-05, + 7.015987213743137e-05, + 7.001429781484521e-05, + 6.945623477969237e-05, + 6.901952189605325e-05, + 6.889607790515551e-05, + 6.826384620899344e-05, + 6.794508148904835e-05, + 6.778485837571259e-05, + 6.775018210266256e-05, + 6.773148995655903e-05, + 6.699147748946528e-05, + 6.658910889740063e-05, + 6.557986864209864e-05, + 6.452071729346917e-05, + 6.280858762622012e-05, + 6.25628527745342e-05, + 6.163068993632237e-05, + 6.150920645838843e-05, + 6.104127480723379e-05, + 6.064776735523557e-05, + 5.9320394612056405e-05, + 5.9228518170885285e-05, + 5.899690587028778e-05, + 5.8840131116909084e-05, + 5.662788154850397e-05, + 5.651276176694386e-05, + 5.5991552246961044e-05, + 5.597225629156355e-05, + 5.563716227019766e-05, + 5.519466171023847e-05, + 5.48019831039325e-05, + 5.441420969380396e-05, + 5.398392469389997e-05, + 5.274413606159094e-05, + 5.2375719357595944e-05, + 5.0886301915488284e-05, + 5.048443916681116e-05, + 4.9343775372496655e-05, + 4.930250392486527e-05, + 4.917609937306086e-05, + 4.720062595866329e-05, + 4.678841832951297e-05, + 4.585018890061472e-05, + 4.47827845535191e-05, + 4.353347701708426e-05, + 4.322778435252177e-05, + 4.314829897179876e-05, + 4.301052251259512e-05, + 4.276144119561123e-05, + 4.2054680518829264e-05, + 4.1673483993640195e-05, + 4.1436634396592646e-05, + 4.084592749462399e-05, + 4.038091064741286e-05, + 3.97814235823659e-05, + 3.9772347655184546e-05, + 3.9543278797774225e-05, + 3.9133546553621995e-05, + 3.8704253028444945e-05, + 3.859585288238113e-05, + 3.747345180466364e-05, + 3.6714466389415865e-05, + 3.5237382198591855e-05, + 3.5111353559141175e-05, + 3.4964656369053286e-05, + 3.4834451486422574e-05, + 3.454909892247127e-05, + 3.4231166662606463e-05, + 3.394651171096547e-05, + 3.2986735152876175e-05, + 3.2830681092514035e-05, + 3.253284562854715e-05, + 3.231864217478856e-05, + 3.159069710699908e-05, + 3.130753272744274e-05, + 3.124833607472261e-05, + 3.1218530623798927e-05, + 3.056942173699047e-05, + 3.0074062847045802e-05, + 2.9182029500226897e-05, + 2.891549863109782e-05, + 2.627908887691355e-05, + 2.3273419157297815e-05, + 2.2542331876857944e-05, + 2.250117872026887e-05, + 2.18012921180803e-05, + 2.1532293834299987e-05, + 2.1429645693379147e-05, + 2.1002478681781604e-05, + 2.0933774028642306e-05, + 2.071828008400904e-05, + 2.0620695619489313e-05, + 2.061561761901859e-05, + 2.0595310931841792e-05, + 1.972325710374693e-05, + 1.9224846724510968e-05, + 1.8541381393487986e-05, + 1.8228644655663543e-05, + 1.751471265427018e-05, + 1.6427871128640167e-05, + 1.6322228307471517e-05, + 1.5526153035423747e-05, + 1.5435517525608292e-05, + 1.5348607417455082e-05, + 1.5213751334139426e-05, + 1.5165052148691543e-05, + 1.5141326609097031e-05, + 1.4988020737487634e-05, + 1.4841779584911475e-05, + 1.481421632361242e-05, + 1.468213725772639e-05, + 1.4513889325869482e-05, + 1.3847692223916366e-05, + 1.349400874890894e-05, + 1.3391617036331324e-05, + 1.2247500846019677e-05, + 1.1403196989483538e-05, + 1.0682062919896114e-05, + 1.0662644792764206e-05, + 1.056841796896592e-05, + 1.0248085266880258e-05, + 1.0112793573555792e-05, + 9.794608495694509e-06, + 9.618321220727575e-06, + 9.508500939936431e-06, + 9.43525670228704e-06, + 9.349910090311806e-06, + 9.348208568979173e-06, + 9.120440702640599e-06, + 8.971103244579557e-06, + 8.89149515681397e-06, + 8.536200935893332e-06, + 7.884206266481779e-06, + 7.82013269992152e-06, + 7.717277401730548e-06, + 7.560916055167893e-06, + 5.9741037661792165e-06, + 5.240234335059595e-06, + 5.116824248969243e-06, + 5.102372717521211e-06, + 4.82556792294358e-06, + 4.629157138498736e-06, + 3.978239624788395e-06, + 3.960411533942064e-06, + 3.928453259281955e-06, + 3.4994003713447865e-06, + 3.24226804198189e-06, + 2.7354957313104738e-06, + 2.6932416874249704e-06, + 2.6151149428463756e-06, + 2.4844513986779387e-06, + 2.2491304140946985e-06, + 1.750850716363706e-06, + 1.141883746577356e-06, + 9.734327438323206e-07, + 8.833504498242898e-07, + 5.970218864604572e-07, + 5.323334636070645e-07, + 3.404882966504488e-07, + 2.514230800409833e-07, + 2.086502071357527e-07, + 1.7965813047599228e-07, + 1.4967765054619437e-07, + 9.96548485472651e-08, + 9.599099290188777e-08, + 3.0914358684087396e-08, + 2.7630722891265983e-09, + 1.8729641117140321e-10 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 82.4, + "precision": 19.523809523809522, + "recall": 16.38095238095238, + "f1": 17.264957264957264 + }, + "selection": { + "precision": 0.5607680991731461, + "recall": 8.05194805194805, + "f1": 1.0484873006515825, + "jaccard": 0.5275079706944972 + } + } +} \ No newline at end of file diff --git a/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Gender.json b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Gender.json new file mode 100644 index 0000000000000000000000000000000000000000..8f323ed149b1f14179136bf5e197577eb3359050 --- /dev/null +++ b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Gender.json @@ -0,0 +1,3798 @@ +{ + "significant_genes": { + "Variable": [ + "ACTMAP", + "AATF", + "ALPK2", + "AADAC", + "ACSM4", + "ABCF2", + "A2M", + "ABCC6", + "ABI3BP", + "ACOT2", + "ABCC13", + "ADGRG4", + "ACSM5", + "AAMDC", + "ALDH1L1", + "ALDH4A1", + "ANKRD40", + "ACRV1", + "AGRP", + "ADAMTS12", + "ABCB8", + "ABCE1", + "AGR2", + "AHCYL2", + "AFG1L", + "ACSM2A", + "ACTN3", + "ADGRE4P", + "ACADVL", + "ABCC10", + "ADAMTSL2", + "ABCA12", + "AFF2", + "ACOT4", + "ART3", + "ABCA11P", + "ADAD1", + "AACS", + "A3GALT2", + "ABHD1", + "AARSD1", + "ABCA6", + "AK2", + "ACAT2", + "ABCA10", + "ABLIM2", + "ABHD17B", + "ACKR1", + "ADRA1A", + "ABHD5", + "ABCC8", + "ADAM21P1", + "ABLIM3", + "ALDOB", + "AADACL3", + "ACO2", + "AEN", + "ABHD17A", + "ALKBH4", + "ABCB10", + "ACKR3", + "AKAP1", + "AKAP7", + "ADAMTSL5", + "ARHGAP24", + "ACSM3", + "ACSL5", + "AOX1", + "ANKK1", + "AGER", + "ARL3", + "APBA3", + "ACTRT1", + "ALPL", + "ABHD12", + "ARHGAP23", + "AASDHPPT", + "ADCY9", + "ABCC9", + "ACTR5", + "APEX2", + "APCS", + "ABHD2", + "ACTR10", + "ABCB4", + "ABAT", + "BPIFA4P", + "ALAD", + "ARHGAP22", + "ACOT1", + "C1orf167", + "ABRAXAS1", + "ANGEL2", + "ALDH1L2", + "ADGRD2", + "ABCB5", + "ABI1", + "BMP5", + "ANKAR", + "ADCYAP1", + "ARSL", + "ADAMTSL4", + "ABCA8", + "ACTR2", + "ASXL1", + "APLP1", + "BBS5", + "AFDN-DT", + "ADGRG2", + "C2", + "ADIPOR1", + "ANKZF1", + "ADAP2", + "AP4M1", + "ATG10", + "ACBD6", + "ACMSD", + "ACTR6", + "ALOX12P2", + "AICDA", + "ADAM7", + "ALDH18A1", + "ANAPC7", + "ANGPT2", + "AKR1C8", + "HMGB4", + "ABR", + "ABCF3", + "AIRIM", + "ALX1", + "CTXN2", + "ALG9", + "ALG1L1P", + "ARFRP1", + "BDH2", + "ADO", + "ABCC4", + "ADCK5", + "ASIP", + "ANO1", + "ANO3", + "ACAP3", + "ACTL6B", + "AMER3", + "ACTL10", + "ADAMTS8", + "AP2A2", + "ATF1", + "BANP", + "AIF1", + "ACTBL2", + "AARS1", + "ADAM21", + "ACER1", + "AKAP8", + "ABCD1", + "AKAP14", + "BHLHE22", + "AFAP1L1", + "APOLD1", + "AKR1B15", + "ANKRD13C", + "APOBEC3H", + "ABRA", + "ADAD2", + "AP4B1", + "ADGRG6", + "CETN3", + "ANK3", + "ACBD5", + "ACP2", + "AMELX", + "ADAM8", + "CGREF1", + "ANKRA2", + "C12orf43", + "BAHCC1", + "ANAPC15", + "ACACB", + "APLN", + "AXIN2", + "ARHGEF19", + "AGPAT3", + "ADGRF2P", + "ADGRV1", + "ADCY1", + "ACKR4", + "CHRM1", + "ASTE1", + "AIPL1", + "AHCY", + "ADCY4", + "ARHGEF28", + "ANKFN1", + "AMMECR1", + "CNPY1", + "ACTL7A", + "ABHD11", + "AHSP", + "ALDH16A1", + "AP2S1", + "ADAMTS7", + "BCL2L12", + "AWAT2", + "CLEC4GP1", + "CAND2", + "ADAMTS10", + "ADAMTS1", + "AHSG", + "ABTB1", + "AMY2B", + "CCDC27", + "AGT", + "BRS3", + "ADGRE3", + "ACVR2A", + "CAPN11", + "C3orf20", + "ADA", + "APCDD1", + "ADGRA1", + "ALCAM", + "AMDHD2", + "ATAD3B", + "ADAMTS4", + "ATXN1L", + "AZGP1", + "AEBP1", + "BTNL2", + "ARID1A", + "ARID3C", + "AAAS", + "AAR2", + "ADK", + "AKIRIN1", + "ADORA1", + "AK3", + "ANO7", + "ATRNL1", + "ABCA3", + "ADGRB2", + "GLRA1", + "ATP5MC3", + "AAK1", + "CA14", + "ADAM5", + "APOBEC3D", + "AMPD3", + "ASPN", + "AMH", + "AP5S1", + "AMPH", + "CD109", + "ANKLE2", + "GARNL3", + "DHX30", + "ASB12", + "AGAP11", + "CACNA1A", + "CEACAM18", + "ATXN2L", + "DHDH", + "ABCB6", + "BMERB1", + "COLEC10", + "BAGE2", + "ABCF1", + "BRI3BP", + "ANKRD24", + "ASPHD1", + "FBXL2", + "ABO", + "ANKS1B", + "ANK1", + "ASAH1", + "CDKL3", + "BCL9L", + "ARHGEF25", + "ALG10", + "AFM", + "AATK", + "ADARB1", + "CLSTN2", + "ANKMY1", + "ACLY", + "AQP4", + "ARHGEF16", + "C1orf53", + "ADAM22", + "AGAP7P", + "ANKRD16", + "ADORA3", + "FUZ", + "AP1S1", + "BRD1", + "ABHD8", + "CACNA2D1", + "SNORD113-5", + "ATP10D", + "A4GNT", + "ANKRD34A", + "C1orf216", + "AKNA", + "ADAM32", + "ADM", + "ARL17A", + "ALDH7A1", + "ADH4", + "CRTC3", + "ANKIB1", + "ANKRD54", + "ATP6V1F", + "ADPRH", + "DAZL", + "ASB16-AS1", + "ARMH4", + "RASD2", + "LOC654780", + "BMAL2", + "COL26A1", + "ASIC5", + "CHRM4", + "ADAMTS16", + "ANGEL1", + "ANKS1A", + "ANXA2P1", + "CTSL3P", + "CCDC116", + "ABHD13", + "CRTAP", + "ABCC5", + "FAM90A13", + "TRIM42", + "PKD1L1-AS1", + "AKAP6", + "BPESC1", + "ANKRD20A8P", + "ACADL", + "CHRDL2", + "FST", + "C3orf18", + "C10orf55", + "ANLN", + "DUX3", + "COQ3", + "ARHGEF15", + "BAIAP2", + "C16orf87", + "ABCD2", + "CBLL1", + "ACP5", + "MGAT5", + "DLST", + "C5", + "BMPER", + "AMHR2", + "CCDC144A", + "ATP12A", + "APMAP", + "AMER2", + "ARHGAP32", + "AIG1", + "ABITRAM", + "ABCA1", + "CD300E", + "ACOD1", + "ANP32E", + "C8orf58", + "FAM225B", + "FRAS1", + "BCO2", + "ABL2", + "BDNF-AS", + "ABCA9", + "BRWD1-AS2", + "ANKRD31", + "CASP9", + "AKR7L", + "ACR", + "ANOS1", + "CCDC42", + "ACTG1", + "CNTN4", + "ARHGAP8", + "ANP32A", + "CARD19", + "ATAT1", + "ACSM2B", + "BTBD16", + "CLEC4M", + "CDYL", + "AGAP9", + "DRAXIN", + "ARMCX3", + "BNC2", + "AKR1C1", + "DAZ4", + "ATP13A2", + "ABTB2", + "AVP", + "CNTNAP1", + "ASTL", + "CLCN1", + "BMP2KL", + "ADGRA3", + "ALKBH5", + "CFAP53", + "CDH22", + "BCAT1", + "AGO2", + "AP1M2", + "LILRA3", + "CALR3", + "AKR1C4", + "ARLN", + "AGBL3", + "ARSB", + "EXD1", + "ACSS3", + "AKR1C6P", + "AAMP", + "KCTD21", + "COL11A1", + "CPE", + "CHPF2", + "CCT4", + "ABCG4", + "L1CAM", + "CDH7", + "HRG", + "ALDH9A1", + "FANCB", + "ADH5", + "ADRA2A", + "DEFB107B", + "ADGRG7", + "COL5A3", + "CENPL", + "NLRP3", + "C3AR1", + "ADTRP", + "ADIPOR2", + "ANKRD20A11P", + "ANAPC4", + "PBX3", + "SCTR", + "ADORA2B", + "ADAMTSL1", + "BRCA2", + "PADI3", + "CDC42EP2", + "BEND5", + "ARMCX2", + "MIR302B", + "CNR2", + "ARRB1", + "DUOXA1", + "ACVR1C", + "ACOT9", + "CPT1A", + "CLLU1-AS1", + "PAFAH1B3", + "CLIP3", + "COX5B", + "ADGB", + "ALDH2", + "C10orf53", + "BRDT", + "ELOA3BP", + "KRTAP23-1", + "ADIRF", + "COL15A1", + "ABCB11", + "ARMCX5", + "ARHGAP10", + "AP4E1", + "TMEM52", + "ARHGEF7", + "AMBN", + "AHCTF1", + "ADGRF1", + "CBX8", + "BDH1", + "ALS2CL", + "DAPL1", + "CLTCL1", + "ANKS4B", + "FTCD", + "CHST1", + "SNORD51", + "ARL14", + "ADGRL3", + "HCRTR2", + "IQUB", + "ANKRD18B", + "ABCB9", + "ADAM19", + "ATP6V1G2", + "ASXL2", + "ATE1", + "AKIRIN2", + "B3GNT7", + "DTX1", + "KIAA1217", + "CITED1", + "C7orf57", + "MRGPRX1", + "CHD1L", + "ALG6", + "ANKRD11", + "AAGAB", + "HLA-C", + "ABRAXAS2", + "CBR1", + "CELF6", + "BBLN", + "ARMCX5-GPRASP2", + "BICDL2", + "AURKC", + "CHRM5", + "ADGRL1", + "CLDN23", + "AFP", + "CCDC25", + "AGBL1", + "AP5M1", + "ARRDC1-AS1", + "ARSJ", + "ATP5PD", + "EPS15L1", + "ANKLE1", + "DPEP1", + "BIRC8", + "RER1", + "CCNB2", + "FABP2", + "CATSPERD", + "CD72", + "CCL15", + "PRODH2", + "ACTRT2", + "CYP4Z2P", + "ABCC2", + "CCNK", + "ISL2", + "ASB17", + "AGAP6", + "CFAP20", + "ACOT12", + "ACBD4", + "ATRX", + "ATP2B4", + "TACC2", + "ASB13", + "ACSS1", + "ANXA8", + "LOC613038", + "ARHGAP5", + "APOL6", + "C2CD4A", + "BAG3", + "IFITM5", + "ALDH1A3", + "ANKRD2", + "ADAM18", + "ABCB1", + "AQP1", + "ARHGAP31", + "APEX1", + "ELFN1", + "CPNE9", + "AGTR2", + "MIR7-3", + "ANKRD22", + "ARL5C", + "ANKRD27", + "IL1RAPL2", + "CORO1B", + "ABHD14B", + "RLBP1", + "ANKH", + "C11orf87", + "BST1", + "AMELY", + "BOD1", + "ARHGAP12", + "C1QBP", + "CCNQP1", + "CACNG6", + "LRP3", + "CRTC1", + "C2CD6", + "ARL13B", + "CHST2", + "ANO2", + "ABCC3", + "CDKN2B", + "KIF1B", + "CLCNKA", + "BTNL3", + "LOC727980", + "ALDOC", + "APEH", + "CYP3A7", + "XKR7", + "ATP6V1C2", + "C1S", + "FAM187B", + "ODAD3", + "BAGE", + "ARF5", + "BUD31", + "DRD3", + "GEMIN4", + "E2F1", + "BIRC2", + "CCDC83", + "AQP6", + "CDKN1B", + "FMN2", + "FOXF2", + "GCK", + "BDKRB2", + "CARMIL1", + "ANKRD40CL", + "DGCR2", + "BRD3OS", + "BAZ1B", + "FFAR4", + "ASIC1", + "ALYREF", + "CSH1", + "CDC14C", + "BPHL", + "CPLX1", + "CLDN3", + "ASCC2", + "DEFB103A", + "KANK1", + "CELP", + "BEND4", + "BLK", + "AFF4", + "ANXA10", + "AKT2", + "CMC2", + "EGFL8", + "CFAP141", + "MIR141", + "BCL7B", + "HSD11B1", + "BAD", + "AKR1A1", + "CLDN1", + "RAD54L", + "C11orf16", + "CRLF1", + "IFNA5", + "CHSY1", + "DISC1", + "ACAP2", + "AQP2", + "ARFGAP3", + "ATP6V1G3", + "B3GALT1", + "RBMY1A1", + "MIR602", + "ADGRF4", + "KCNH5", + "ATP6V1B1", + "GDPD5", + "FZD2", + "AXDND1", + "CACNA1F", + "ABI3", + "NQO2", + "CNBD1", + "HNF1B", + "ANXA9", + "ANAPC2", + "ARL17B", + "C1orf105", + "ATP5MF", + "CENPE", + "ERICH4", + "SOHLH1", + "DNAH5", + "FABP4", + "CCL17", + "CNTF", + "CD19", + "CHRND", + "ADAM17", + "DLX6-AS1", + "ANKRD26", + "CSF3", + "CDK3", + "CEP72", + "NAV3", + "EDIL3", + "ACTL7B", + "CHRNG", + "CCDC162P", + "LOC646804", + "CENPV", + "CDRT15P1", + "ATN1", + "C16orf78", + "CAD", + "AGPAT4", + "F10", + "ALPI", + "C8orf74", + "HEBP1", + "CPZ", + "ACOXL", + "CDCP1", + "AGPS", + "KCNH3", + "DRGX", + "DNAJC17", + "BCAM", + "APOE", + "CD4", + "PKD2L2", + "ARHGAP29", + "ADA2", + "AADACL4", + "FICD", + "CABIN1", + "CYP4F11", + "PRSS37", + "CHAT", + "HSD3B2", + "CCDC144CP", + "CD38", + "CSNK1E", + "ANKRD18A", + "CCDC9", + "CLIP2", + "CNNM1", + "C19orf67", + "CSMD2", + "BPI", + "CRCT1", + "CLN8", + "CD5L", + "ZNF607", + "MIR629", + "EME1", + "AGAP4", + "LINC00696", + "OMD", + "INSM2", + "GINS2", + "FKSG49", + "CLDN6", + "CSNK1A1P1", + "B3GNT6", + "BCO1", + "ALPK3", + "CHRNB2", + "TOR2A", + "CRB1", + "ANKRD53", + "BMP3", + "C12orf76", + "CD33", + "ADHFE1", + "CLPSL2", + "CDKAL1", + "MOCOS", + "MIR548Q", + "FAM87A", + "BBS12", + "AEBP2", + "BOC", + "B3GAT2", + "ARMC7", + "ARPC3", + "ANKRD20A1", + "EOLA1", + "CA6", + "FIGLA", + "BLCAP", + "CA5A", + "NUS1P3", + "EXOSC2", + "BCKDK", + "AMMECR1L", + "C2CD4D", + "CCDC13", + "SNORD113-9", + "CHRNB1", + "LCE4A", + "SNORD91B", + "ABCG1", + "MYL10", + "CHI3L2", + "BRF2", + "ARMCX1", + "DUSP22", + "FGFR2", + "APC", + "DDX3Y", + "CLBA1", + "ADH5P4", + "AKR7A2", + "CD180", + "ATP5MK", + "COL13A1", + "LZTS1", + "PPIL6", + "ZRANB3", + "CCDC7", + "AP1S3", + "HCG27", + "DERL2", + "ACAA1", + "OR8H1", + "PCDHGB8P", + "CAMTA2", + "ACSM1", + "ADAT1", + "DRD1", + "LOC391322", + "IER5L", + "CHRNB3", + "DNHD1", + "CCIN", + "PCDHGA4", + "BMX", + "ACOX1", + "CDADC1", + "ANKRD35", + "RAG1", + "DANCR", + "FAM219A", + "PDE6H", + "BCAR4", + "CCDC152", + "NXF4", + "ASPSCR1", + "BAK1", + "ARID5B", + "AKAP4", + "EEF1AKMT3", + "ATP2A1", + "MVK", + "ERCC6", + "CETP", + "LOC100131496", + "APRT", + "DDX56", + "DSCR9", + "CSAG1", + "TBPL2", + "C1QA", + "ADNP2", + "ATL3", + "DYNC2H1", + "DUOX2", + "ASIC2", + "CDK10", + "MIR620", + "CPA6", + "ADIPOQ", + "MIR455", + "ACTN1", + "ALKAL1", + "FAM120B", + "MIR211", + "ADAMTSL4-AS1", + "AHNAK2", + "FAM90A16", + "MIR494", + "CMC4", + "PPM1J", + "CSF1", + "CCHCR1", + "CDHR4", + "CENPM", + "NIBAN3", + "DUX4L9", + "BCKDHA", + "ADCY7", + "C1GALT1", + "CELA2A", + "GABRB1", + "CSE1L", + "ATP6V0A1", + "ANKS3", + "CDCA2", + "CDH18", + "IGDCC3", + "LOC647264", + "KCMF1", + "AFAP1", + "GLI4", + "C1orf21", + "CATSPERE", + "AFG2B", + "COQ8A", + "CIBAR1", + "ATP10A", + "SOST", + "HOXD9", + "ECE2", + "CES5A", + "CSPG5", + "KLK5", + "CGB1", + "CRY2", + "ARHGAP35", + "ETV5", + "CHDH", + "JAG1", + "ARPC5", + "ATF2", + "BPY2", + "ADAMTS13", + "FRK", + "DPRXP4", + "BRME1", + "NMU", + "KL", + "MYOG", + "CALCRL", + "CHRNB4", + "TOP1MT", + "CAMK4", + "GMDS", + "CRYBA1", + "CYSRT1", + "C2orf15", + "ARFGAP1", + "APOB", + "AHNAK", + "DEFB134", + "ADRB1", + "MAGEA2B", + "H3C2", + "TTTY17B", + "KCNA1", + "ATOSB", + "ARHGAP11A", + "TAGLN3", + "PBLD", + "DIS3L", + "CCM2", + "CRYBB3", + "BCS1L", + "CELF2", + "TMSB15A", + "ARL8A", + "CARNS1", + "ACSS2", + "GAS1", + "ADAR", + "SFMBT2", + "MACC1", + "EMID1", + "LSS", + "FLVCR1", + "ALMS1P1", + "JUP", + "KIR3DX1", + "SPACA5", + "KLF8", + "AMN", + "KRT14", + "BCAS4", + "C17orf50", + "OR8G2P", + "HTR3C", + "ENPP6", + "CXADRP2", + "C17orf78", + "CLHC1", + "SSMEM1", + "SIGLEC10", + "CCDC106", + "DIS3L2", + "BCL2A1", + "ACADS", + "ADSS1", + "ZBTB5", + "CYP11B2", + "CHKB", + "CEP63", + "AMER1", + "ABHD14A", + "BAG5", + "CUL3", + "CLRN3", + "NR0B2", + "AHSA2P", + "BEX4", + "EMILIN1", + "H2BC21", + "MIR592", + "LIMD2", + "ANXA2", + "KRT81", + "BIN1", + "CALML3", + "CAMTA1", + "CDK9", + "CDC40", + "GCC2", + "LOC645937", + "ARMC8", + "GRIN2B", + "PHOX2A", + "ADRA1B", + "TP53BP2", + "CCR5", + "RBMY1E", + "APOC3", + "CLEC12B", + "C11orf98", + "ADORA2A", + "LTC4S", + "COMMD4", + "NME5", + "CASP12", + "CFAP157", + "MIR1915HG", + "RIMBP3C", + "FSTL4", + "LUM", + "BAZ2A", + "MIR193B", + "AMT", + "DOCK4", + "ENOX1", + "NPY2R", + "BUD23", + "CEMP1", + "CACNA1H", + "CFHR1", + "CNTN3", + "APOOL", + "DMWD", + "CMTM4", + "DLC1", + "CLASRP", + "BAMBI", + "APRG1", + "LOC402279", + "ASAP3", + "PLXNA3", + "LOC729218", + "DDN", + "SAMD4A", + "CMTM3", + "DDO", + "C3orf70", + "ATP1A1-AS1", + "CLK2", + "CMTM8", + "TNP2", + "ANKFY1", + "TRMU", + "LINC02914", + "CD164L2", + "GRHL3", + "PACS2", + "MTERF4", + "SPESP1", + "C20orf96", + "DMRT1", + "CCDC71", + "AMY1A", + "MIR512-2", + "GTPBP3", + "PAGE1", + "TBX6", + "SYT17", + "CDK5", + "AFF3", + "ZNF843", + "BAGE3", + "DEFB133", + "DGKG", + "EPHX3", + "ZNF638", + "THOC6", + "DICER1", + "CPXM2", + "CGB7", + "EZH1", + "COMMD7", + "C14orf119", + "VXN", + "DCUN1D2", + "CFC1B", + "RBP1", + "BZW1", + "BHLHA15", + "ALKBH3", + "CCNO", + "EPB41L3", + "ATP6V1E2", + "TERB1", + "GTF2IRD2", + "SPIRE2", + "FSCN2", + "ATF6B", + "UCK2", + "LYSMD4", + "POTEG", + "SMPDL3B", + "CENPT", + "LTB4R", + "FGF17", + "ACTR3", + "DMAC2L", + "PRR23A", + "BSND", + "RFPL3S", + "CCDC148", + "LOC151760", + "KDM4D", + "CNBP", + "NPDC1", + "LCN1P1", + "RRP12", + "BRMS1", + "ACTB", + "C1QTNF12", + "SLC8A1", + "EML5", + "C14orf132", + "ALAS2", + "SH3RF3", + "GPR32", + "ANXA3", + "IQCH", + "CDRT4", + "ARHGEF10", + "ADRA2C", + "CHCHD1", + "ACBD3", + "BCL10", + "BICRA", + "ATP8B3", + "MIR651", + "MAGEB3", + "EPHA2", + "DLEC1", + "ACSL3", + "OBSL1", + "ETNPPL", + "DYRK1B", + "CHST11", + "DIO3", + "CCL27", + "COL21A1", + "CHRDL1", + "BARHL2", + "CRYGC", + "NSMCE1", + "GCOM1", + "DBX2", + "AVPR1A", + "COX11", + "COL18A1-AS1", + "ADAM10", + "PRSS48", + "BICD1", + "FAAP24", + "AUNIP", + "BNIP1", + "AOC3", + "CD101", + "C2orf88", + "CLCA4", + "OR4C46", + "FGFR4", + "OR2G6", + "CYP39A1", + "OR52N1", + "ATP6V0B", + "CISD3", + "BTG2", + "ART5", + "MPST", + "ATP6V1E1", + "BCORP1", + "FBXL18", + "MS4A10", + "BOP1", + "DELEC1", + "COL5A1", + "DSCAML1", + "OR6C76", + "PCDHB13", + "IL22", + "DEFB131A", + "DNAJB4", + "CLCN6", + "PNKD", + "TNNC2", + "MINAR2", + "AFG2A", + "CCDC191", + "TEX15", + "ADRB3", + "BHLHE23", + "SLC3A2", + "KIAA1210", + "CAVIN4", + "GIP", + "LAMB3", + "CASP8", + "CD28", + "CEP290", + "AP1AR", + "PHLDB1", + "CCKAR", + "ABHD10", + "CLDN22", + "CGNL1", + "TACR1", + "CERS5", + "CDH24", + "FAM210A", + "AIM2", + "AFG3L1P", + "COMP", + "ATP6AP1", + "OVGP1", + "CAMK2A", + "CIAPIN1", + "HAS1", + "ARMS2", + "DNAH17", + "ARPP21", + "ADCK2", + "CLLU1", + "DERPC", + "APOL2", + "APOBEC3G", + "LOC646665", + "ADGRG1", + "DNPEP", + "DUSP14", + "MIR568", + "ANGPTL4", + "ADSS2", + "SVOP", + "B3GALT5-AS1", + "AQP7P2", + "HOXC4", + "DSPP", + "KCNC4", + "CYP7B1" + ], + "Coefficient": [ + 0.03979961943476176, + 0.035880145575367416, + 0.03185203710745513, + 0.031532032623376526, + -0.03135978684536126, + 0.03043152572305004, + 0.027473239663912203, + 0.027461320609233036, + 0.026947753358262567, + -0.02605451672322274, + 0.024646944065794662, + 0.024445711600467185, + -0.02442933037850353, + -0.02391933922098024, + -0.023126162584152492, + 0.02296005694302425, + 0.022849635649816107, + 0.022633915525904946, + -0.02255445195792446, + 0.022195033543029596, + -0.0219383133822754, + 0.021582030071349782, + 0.02152436540502277, + 0.020507592071923285, + -0.02019308959190255, + 0.019777673319342798, + 0.0197382033463386, + 0.01964100897195401, + -0.019550543802241773, + 0.01883856404905976, + -0.018664167730198526, + -0.01865184072467535, + 0.01848145710328585, + -0.018440848077170387, + 0.018292933226426052, + 0.01763744954438347, + 0.017399234255411664, + -0.01729306062446421, + 0.01716517253523909, + 0.01692137704911643, + -0.016737736670808776, + 0.016688822200550204, + -0.01662565942880251, + -0.01655170934169272, + 0.016513670437029664, + -0.016077179882204834, + -0.01595727595627918, + -0.015893175774068194, + -0.015706512324109998, + 0.015233504936842526, + -0.015072131974789118, + -0.014998657228477633, + -0.014975854759254536, + 0.014963062923149393, + 0.014947348091959443, + 0.014548659140357072, + -0.014383851761778246, + 0.014272057407165414, + -0.014221635931370314, + -0.01417881455502782, + 0.013954639704808813, + -0.01389979293724174, + -0.013883061219680413, + -0.013878315820870547, + 0.013693957071119714, + -0.013533601744067557, + -0.013061925117558822, + -0.013048385869150294, + -0.012736934116562721, + -0.012691503910344643, + 0.012328612871300286, + 0.012264976992105641, + 0.012212406089840633, + -0.012012028113390767, + -0.011967686985773844, + 0.011851375412395731, + -0.011835886126432495, + 0.011742361744140823, + 0.011684307217747412, + -0.011658610519500396, + -0.011611929936018598, + 0.011582325637232112, + -0.011505500196546552, + 0.011249080612374337, + -0.011219440097249999, + 0.011114616173832623, + 0.010866456244757383, + 0.0107301790267535, + 0.010720222946654654, + -0.010479276373383615, + 0.010327579945851316, + 0.010290849773303698, + 0.010081060687021621, + 0.010048724326434742, + -0.01002653873302071, + 0.010024706306358433, + 0.010023664404120813, + 0.009950399485300911, + -0.009915610688527927, + -0.00988026585827063, + -0.009774898930976862, + -0.00975669082013913, + -0.0097448570165989, + 0.009695809734504951, + 0.009625832268252876, + -0.00957661405491499, + 0.009465994475310505, + 0.009454582419889966, + 0.009400258968093487, + -0.009389272438435806, + 0.009372173992534618, + 0.009359788412001153, + -0.009317572317782796, + -0.009265125304063544, + -0.009198559189723897, + 0.00911941929842781, + -0.00897969576389803, + 0.008919199059911617, + 0.008867983964486896, + 0.008817325265058228, + -0.008761003048737096, + -0.008709063595236148, + -0.008659272376890586, + -0.008651921520816556, + -0.008600988623754136, + -0.00859119034983294, + -0.008591172388901754, + 0.008505955694394945, + 0.008495094122144668, + -0.008472572000324212, + 0.008454894351463462, + -0.00839146359647734, + 0.008338314815948503, + -0.008298393604043136, + 0.008279494586991017, + 0.008171917207086057, + 0.008119312748680427, + 0.008113661863192472, + -0.00810523010422471, + 0.007976439114331128, + -0.007970868258020347, + 0.007934847343320063, + -0.007910746476783387, + 0.007870142237737295, + 0.007790557290516126, + -0.007694932644123581, + -0.007638782148721085, + 0.007597475923364675, + 0.007580282154772034, + 0.007470059338531773, + 0.007425698433719437, + 0.007416792521272748, + -0.0073121500092156394, + -0.0072286179027942505, + 0.007196833832969181, + 0.007166369825573586, + -0.007120874252014398, + -0.006980832975308274, + 0.006874819314523591, + 0.006840686429886617, + 0.0067254790490062465, + 0.006709827187447707, + -0.006656649234778699, + 0.006645967278798448, + -0.006605140600128379, + 0.006593522078643501, + -0.0065711351441574755, + 0.006568099854165363, + 0.006562651837749781, + 0.006508406673133629, + 0.006416960954935498, + -0.006410571142048029, + -0.006355627824626002, + -0.006311859752429945, + 0.006307694558301673, + -0.006305573418404942, + -0.006299070624687024, + 0.006242492866223183, + 0.006240434617500011, + -0.006230592472803867, + -0.006225134716620251, + 0.006223796629874813, + -0.006219899809231059, + -0.006216312843018952, + 0.006145227480346328, + -0.006116080790354785, + -0.006096336155549748, + 0.006073094524855533, + -0.006039246171695876, + 0.006024184606755172, + 0.005994189834359344, + -0.005976206841683023, + 0.0059695727209669956, + 0.0058020072039414086, + -0.005801665369248546, + 0.0057981084950147746, + -0.005775332029132154, + 0.005770711693766917, + -0.005746750516338825, + -0.00569344393154831, + -0.005688370195406143, + -0.005657299786701742, + -0.005627407884096143, + -0.005610047617349858, + 0.005600071599470935, + -0.005581565544764373, + 0.0055800714213170444, + -0.005574082083086717, + -0.00557188783118698, + 0.005550697359608895, + 0.005456729961189999, + -0.005444968100466867, + 0.005417108983563807, + 0.0054080275776892455, + 0.005384198238022216, + 0.005245692608311886, + -0.005239387764273476, + 0.005228082421438037, + 0.005205334100099864, + -0.0051590681005747475, + 0.005153290389812062, + 0.005151387943284089, + 0.005129538792557989, + -0.005088887176338556, + 0.005071086734146295, + -0.00505210227790701, + -0.0050493459307314765, + 0.005039630451561983, + -0.0049972792609705085, + 0.00499348473791974, + -0.004961691584058302, + -0.00495292499766341, + 0.004935425794126748, + -0.004929618350428765, + 0.004929230635044674, + 0.00490940721705062, + 0.004894385367334947, + 0.00489115064563405, + 0.004836910577616506, + 0.004813950640481836, + 0.004794238012576009, + 0.004763789586440658, + -0.004759387403022393, + -0.004709216163806694, + -0.004672688766128936, + 0.004625528038690971, + -0.004606982156269564, + 0.004591987800238664, + -0.00458741330024526, + 0.004572108692881104, + 0.00453165487524449, + -0.004511919628857073, + -0.004510135001837663, + 0.004502516570528741, + -0.00449628971646856, + 0.004494529453520395, + 0.004476266115813312, + -0.00447453203985821, + -0.004448762580187318, + -0.004438717249772259, + -0.0044282076332877104, + -0.004411542135559127, + 0.00437407924532712, + -0.004371681823767723, + 0.004365810180777323, + 0.004358222211914112, + -0.0043485473000855965, + -0.004344220861969107, + -0.0043349068449698444, + 0.004318343449694936, + 0.004302952607370799, + -0.004263145132665528, + 0.004258881042470375, + 0.004243356728705999, + 0.004209531126654677, + 0.004192537505321352, + -0.0041846304890311055, + 0.004165159139556923, + -0.004164072709239123, + 0.004125207225752518, + -0.004119144169607427, + 0.004070374496972407, + 0.004063975528144932, + -0.004059857419581003, + -0.004044910101944038, + 0.003984251635111056, + -0.003973887039067897, + 0.003936010222240511, + 0.003930536282552966, + -0.003888820661121384, + 0.003876234591143549, + -0.0038740061894029666, + -0.0038489715978566852, + -0.003830647921897792, + 0.0038145633452959776, + 0.00376896564048913, + 0.0037668878578600226, + -0.0037666459049731033, + -0.0037536418041801355, + -0.0037306269018770525, + -0.003728448285277122, + 0.003728419023061626, + 0.003701855902482562, + -0.0036962269027103825, + -0.00368177157681581, + 0.0036679593955788697, + 0.003637835024281598, + -0.003634074270657593, + -0.0036267199365643535, + -0.0036254723578226207, + 0.0035835253913612817, + -0.003569683898048049, + -0.003568946930032296, + 0.0035499907336566357, + -0.003535211688731275, + -0.003533451870638756, + 0.003505319023201697, + -0.003471180215403111, + 0.003461904565814661, + -0.003460129025082327, + -0.0034452635909543437, + 0.0034402774926004976, + -0.003429573705318019, + 0.003427662879435957, + 0.0034038684984078623, + -0.003382392137457816, + 0.0033792135537882395, + 0.003365182087880545, + -0.0033266735056916848, + -0.0033091213473035023, + 0.0032944379316451897, + -0.003282076169250724, + -0.003270548295528332, + -0.003268333377156807, + -0.0032669771896903016, + -0.003255635307222927, + -0.0032518964067599705, + -0.0032501838217504596, + 0.0032331150693978004, + -0.003223009829094269, + 0.0032220629060404618, + -0.0032217905626778258, + -0.0032202171267922616, + -0.0032101654762974143, + -0.0032038512472655064, + -0.0031972536783890105, + -0.0031849935029707377, + -0.003157066297519758, + -0.003135611449905207, + 0.003112481616891701, + -0.0031006344979101932, + -0.003081850965536304, + 0.003080929133953597, + 0.0030794793076520275, + 0.0030616625875382504, + -0.003048574532187635, + 0.0030400372153704986, + -0.0030395719668148153, + -0.003033819667649751, + -0.00303120838576237, + -0.00302131286703529, + 0.003013708466338207, + 0.0029966308762874594, + -0.002970659182055291, + -0.0029639764570282274, + -0.002959611586702538, + 0.002954918364470189, + 0.002937011777145434, + -0.00293343072515013, + -0.0029198183879648822, + -0.0028929608071808603, + -0.0028875593466433824, + -0.0028857408816865366, + 0.0028782944211688207, + 0.0028733366783013814, + 0.0028629703414557697, + 0.002857001866499435, + 0.0028323085475326, + 0.002822688785140413, + -0.0028168398585248877, + -0.002814252273620581, + -0.002811770159963894, + 0.002796788272560294, + 0.0027960717506898373, + 0.0027937727266324017, + 0.0027702508367875673, + -0.0027602577340134103, + -0.0027398485316414978, + 0.002733631008188293, + -0.002726583440259602, + 0.0027240313818921768, + 0.002713799065104761, + -0.002705221438364121, + 0.0026951902879892038, + 0.002685716786873801, + -0.0026828440390222635, + 0.002682425535044012, + -0.0026799778385096446, + 0.002678718480019529, + 0.002672503144690357, + -0.0026580003983145495, + 0.00264650352382798, + 0.002643313930153946, + -0.0026366229730240376, + -0.002627511039152461, + 0.00259509667272729, + 0.002593461842001757, + 0.002580267855600139, + -0.0025655953687894074, + 0.002562657278833427, + -0.002559995682424237, + -0.0025565801627785737, + 0.002551210260546145, + -0.0025471730632422676, + -0.002536203211143265, + 0.0025134852285780746, + 0.0025035124376498476, + -0.002498780894713364, + 0.0024777983247653208, + -0.0024717723550136657, + -0.002470693480455918, + -0.0024643247123991383, + -0.0024542129311436, + -0.002449897343301779, + 0.0024443894491230833, + 0.0024399511443299084, + -0.0024376410208325895, + 0.00242802333539698, + 0.002419964933760774, + 0.0024131898518549846, + 0.0024112717158891583, + -0.002406798554920088, + 0.002406593357959393, + -0.0024051678952378658, + -0.002397148565979858, + 0.0023773491604940247, + -0.002375712441764126, + -0.002355385608352628, + -0.0023429736271489026, + 0.0023419708649003, + -0.002337923866761051, + 0.002328864214928522, + 0.0023184075419426754, + 0.0023095096079455133, + -0.002295171546694187, + 0.0022943209874295425, + 0.002291746220255099, + -0.002254763994284459, + 0.0022493504735145203, + 0.0022489447194623227, + 0.0022448593599965812, + -0.0022425813546792964, + -0.0022244753423602665, + 0.0022171308989035526, + 0.002212906047204096, + 0.002181681186861511, + 0.0021812573802231458, + 0.002146174010168201, + -0.0021426333768672103, + 0.0021336574995222675, + 0.0021254045806802413, + 0.0021191974271072877, + 0.0021162317745633255, + 0.0021042229644498245, + -0.0021036921914088093, + -0.002099379497945756, + 0.0020938228733213826, + -0.0020855861381087705, + 0.0020589901035391205, + 0.002053228880264504, + -0.0020493694908273806, + 0.002047569601910231, + -0.0020225591440804895, + -0.0020195766902924776, + -0.0020041252492748233, + 0.0020036671596447638, + 0.0020019564308080395, + 0.001994697434285217, + 0.0019941643154545584, + 0.0019932166690439356, + 0.0019691253669674802, + -0.00196644405358103, + -0.0019582378912751113, + 0.001957494102595134, + 0.0019567283701561354, + -0.0019441025834519676, + -0.00194072430608722, + 0.001937939772251757, + 0.0019103956982976012, + -0.0019090624619274728, + 0.0019066146743399416, + -0.0018974608973306355, + -0.0018963221198383996, + -0.0018268345048482839, + 0.0018210963162149996, + 0.0018095033100431583, + -0.0018034080930344964, + -0.0018012294287874432, + 0.001777977382645517, + -0.0017690691129945762, + -0.0017687081574198455, + 0.001765971453703187, + -0.0017536476840480338, + 0.0017526404303424266, + -0.0017525415116239156, + 0.0017500316624133572, + 0.0017468940954857562, + 0.0017335251350651876, + 0.0017072061267160669, + 0.001704285341524388, + -0.0017028191081861226, + -0.0016900134278309384, + -0.001682643655443191, + -0.0016820444056305961, + 0.0016787781440377014, + 0.001663595994800169, + 0.0016572244524163094, + 0.0016567416416402951, + -0.0016491440671344887, + -0.0016488907923791546, + 0.0016470879489290458, + -0.0016452803339425544, + -0.0016396967450012074, + -0.0016300731611117697, + 0.0016263178337774017, + 0.0016241653171549157, + 0.0016197167341021144, + 0.001617096553073419, + -0.0016098197781569692, + -0.0016071396582932583, + 0.0015987541298184784, + -0.0015896263871923591, + 0.0015820017750932682, + -0.0015696359492730688, + -0.001567808087088888, + -0.00156069890913736, + -0.001554860710307577, + 0.0015505045561427166, + -0.001526509603333601, + -0.0015259756830706254, + 0.0015223377724441621, + 0.0015157060838913658, + -0.0015080784658067447, + -0.0014963190196403784, + 0.0014822566568893673, + -0.0014817654783985683, + 0.0014792087218831497, + 0.0014664402503986392, + -0.0014579632410968734, + 0.0014569291803990722, + -0.0014563780937616323, + 0.001444176898362455, + -0.0014386092360920576, + 0.0014371799580973992, + 0.001434911822727935, + -0.001431536660607595, + 0.0014269163475387296, + 0.0014225336664908253, + -0.001417376571996565, + 0.001417283765088186, + -0.0014125573032270488, + -0.0014070695621727412, + 0.0013996554458618297, + -0.0013956528743660427, + -0.0013858604646393526, + -0.0013819241157207389, + 0.0013817839295317837, + -0.0013759593098949374, + -0.0013718938889043673, + 0.0013715392427142569, + -0.0013697429913999538, + 0.0013690675491610923, + 0.00136823048264267, + -0.0013664716625969545, + -0.00136321532150123, + -0.001358423662584852, + 0.0013572643777452036, + 0.0013482616012457861, + 0.0013475901259856898, + 0.0013392116972011806, + -0.0013319518874823678, + 0.0013316240107538039, + -0.001329677754321495, + 0.001320209234788128, + -0.0013180698009287995, + 0.001305449635889209, + -0.001304576408108022, + 0.0013016054687926435, + 0.0012989008933530733, + -0.001297415465900608, + 0.0012878791352670834, + -0.0012809330940230699, + -0.0012778085705589868, + -0.001267209404449096, + -0.0012668076907167837, + 0.0012578573359650217, + -0.001255699499688476, + -0.0012527284729350258, + -0.0012425125084861652, + -0.001237367023193206, + 0.0012369990020146182, + 0.0012333464223445011, + 0.001233091287681913, + -0.0012305709380506014, + 0.0012238930444691959, + -0.0012202302573130922, + -0.0012200441163228905, + -0.001219731968287539, + 0.0012193401048743826, + 0.0012168022413170622, + 0.0012032095689333436, + 0.0011920765151699714, + 0.001189308838936025, + 0.001183769619732715, + 0.0011799293128999379, + 0.0011705969754990835, + 0.0011600004398089033, + 0.0011549814303442195, + 0.001148394604935388, + -0.0011432434779085592, + 0.0011415075394354505, + -0.0011392471769513185, + -0.0011318366228528496, + 0.0011316636808885068, + -0.001131394587184078, + 0.0011295863862994602, + -0.0011232555036473895, + -0.0011180464354941912, + -0.0011074942628156543, + 0.0011072671828265994, + 0.00110627660984896, + -0.0011047447493196458, + -0.0010985835768149595, + 0.0010985209230723475, + 0.0010943657953430862, + -0.0010846316601545506, + -0.001079395872447357, + -0.0010723260098767877, + -0.001063171871896967, + 0.0010628831230306082, + -0.0010606772935831759, + 0.001048886650571933, + -0.0010431472422450692, + -0.0010411771206097565, + 0.0010344731863699396, + -0.0010313377708345006, + -0.0010296982281115612, + -0.0010270065139077306, + -0.0010245590171799816, + -0.0010217594061238898, + -0.0010143989582214203, + 0.001013952125894076, + -0.0010038296188257198, + -0.0009933390954454983, + 0.0009825270308069887, + 0.00098122661324085, + -0.0009730404067916971, + -0.0009727842496941823, + -0.0009711935262839383, + -0.0009691702126293311, + -0.0009645134912999164, + -0.0009586527342416788, + 0.0009557172883902393, + 0.000953863304051492, + 0.0009523925526483687, + 0.0009511941873371047, + -0.0009443968636473471, + 0.0009387939947639627, + 0.0009088473078839861, + -0.0009058474146396248, + -0.0009035265393783368, + 0.0009032873493860451, + 0.0009031807966472586, + 0.0009003461050082762, + -0.0008997323112518217, + -0.0008995897313202668, + 0.0008965340355589233, + 0.0008949666252477405, + 0.0008766035009364609, + -0.0008747065337623894, + 0.000869465637989879, + 0.0008646184951618515, + 0.0008637830532847919, + -0.0008596595754832985, + -0.0008576261294027999, + -0.0008509348477364183, + -0.0008486568368605784, + -0.0008420210135663186, + -0.0008419032509063334, + 0.0008366637075453669, + 0.0008337182871908283, + -0.0008330928920816319, + 0.0008316644608941589, + -0.0008306519128672113, + 0.0008218805665881393, + -0.0008210608908886808, + -0.0008193955766704466, + 0.000812248555537989, + 0.0008071675310930497, + -0.0008060456426269048, + 0.0008019468687460112, + -0.0008003309689533081, + 0.0007905424691974276, + 0.000785551871114987, + 0.0007835678755347081, + 0.0007802296647316137, + 0.000777857922358053, + 0.0007753549725812768, + 0.0007750190214567004, + 0.0007740048653948531, + -0.0007629449161259518, + 0.0007612625703305198, + 0.0007585701970555926, + 0.0007583417280871165, + -0.0007582862434686987, + 0.0007543991673965682, + 0.0007541965589328746, + -0.0007482694663038347, + 0.0007433424526885982, + -0.0007419658179464507, + 0.0007393725817279351, + 0.0007343255883631588, + -0.0007328546666787503, + -0.0007268731976198888, + -0.0007261265822735251, + -0.0007220082622127074, + -0.000721585679359248, + 0.0007206387486293, + -0.0007179521724555183, + 0.0007159580067971946, + -0.0007158395372264294, + -0.0007012824174602492, + -0.0006984935559356919, + -0.0006937529891844163, + 0.0006901672096220915, + -0.0006897162524091399, + -0.0006873351899045026, + 0.0006867063885867237, + -0.0006828802343741423, + 0.0006806458684025243, + 0.0006795322131348899, + -0.0006762427190305933, + -0.0006696970177953582, + -0.0006658224972652074, + 0.0006637486264486712, + 0.0006624239293171915, + 0.0006517402950866273, + 0.0006515393763639521, + -0.0006510035111796897, + 0.0006488398035819202, + 0.00064684172204342, + -0.0006382038191090323, + 0.0006338597772881246, + 0.0006218042748583028, + 0.0006119097250446547, + 0.0006118372453366188, + -0.0006113565926850718, + -0.0006109508686594408, + -0.000610862347711845, + -0.0006102471890817688, + 0.0006029663474583438, + 0.0006029313326982293, + -0.0006018329082901645, + -0.0006012397022356766, + -0.0006004781252574785, + 0.0006001849657002481, + 0.0005949240621221896, + -0.0005927770221241101, + -0.0005879561802114196, + -0.0005878647909191183, + 0.0005777158891119684, + 0.0005758604960290035, + -0.0005684782500610857, + -0.000567919075801124, + -0.0005661757814619669, + -0.0005639404069923354, + 0.0005630187667749001, + -0.0005580995465364338, + 0.0005548238822084109, + 0.000551969018015566, + 0.0005489620033454359, + 0.0005489383283894562, + 0.0005487320438439589, + 0.0005482442085198372, + 0.0005464418892340201, + 0.0005384325473751249, + 0.0005360541950363268, + -0.0005352620082198306, + 0.0005322825342274896, + 0.0005234607475943799, + 0.000510597523711355, + 0.0005057611350278803, + 0.0005026393486595473, + -0.0004961723389736, + 0.000488477618702552, + -0.0004871509887487821, + -0.00048443716977994645, + -0.00048354570954371886, + -0.00048187076520798966, + 0.00048104352215188776, + 0.0004807907497029565, + 0.0004799840486174876, + -0.000460860633510337, + 0.0004580871100456279, + 0.0004571120427089701, + -0.0004537273262665749, + 0.00044981468341746914, + 0.000449740321127094, + 0.0004475558816127164, + 0.00044648048295377503, + -0.0004457771954223615, + 0.00044448442613657626, + 0.00044218249442658496, + 0.00044182853347064555, + 0.00043973372435857826, + 0.00043617608353489876, + 0.0004357046018946414, + 0.00043429760981344843, + 0.00043378784119010725, + -0.00042502279110830343, + 0.00042127864852289725, + 0.0004208017866675694, + -0.00042061069565317176, + -0.0004189258926575854, + 0.0004181911477516908, + 0.00041306252525151867, + 0.00041246861163900695, + 0.00040970098884068396, + 0.0004037985313679442, + 0.0004026205649692379, + -0.0003992251246113154, + 0.0003984323962208314, + 0.0003984067432427357, + 0.0003980488978136518, + -0.000391518302827472, + -0.0003910261245259972, + 0.00038156904361239343, + -0.0003770578288310646, + -0.0003744935367645673, + 0.00037227103346561236, + -0.00036864881561121156, + -0.0003681581920994758, + 0.00036526084262772325, + -0.0003640769546924057, + -0.0003639842806169403, + 0.00036134260158925764, + -0.0003595407160349417, + 0.000359440257205218, + 0.00035665270384604156, + 0.0003564984006006681, + -0.0003562856274344474, + 0.0003513291415888036, + 0.0003493164334632872, + 0.0003483030247967003, + -0.00034750865273519517, + 0.00034330643649839, + -0.00033894791404931885, + -0.0003380692882930886, + 0.000337972724164893, + -0.000336545124681167, + -0.00033597387685894894, + 0.0003313023986861185, + -0.0003301170453278934, + 0.00032973589982531295, + 0.0003294222354959801, + -0.0003258058273536531, + 0.0003217714194932972, + -0.00031683676428399896, + -0.000315771015074457, + 0.0003149768037138558, + 0.000313899313275576, + 0.000310982971324482, + -0.0003088279373560435, + -0.00030613938515211574, + 0.0003054731441826984, + 0.00030485379747993805, + 0.0003040313312258353, + 0.0003001051039725307, + 0.0003000816298232482, + -0.0002983632075091986, + 0.00029537865661834715, + -0.00029410040048724677, + 0.0002938310230423459, + 0.00029285219177614756, + 0.0002917598001908374, + -0.00029060662551143047, + -0.0002866243065074423, + -0.00028618644503387625, + 0.0002860974135457379, + -0.00028398941132364117, + 0.00028166285886215714, + -0.00028055052669802245, + -0.0002767896310066546, + -0.0002766999271466893, + 0.00027617378423450633, + 0.0002742458830239507, + 0.0002696582640295574, + 0.000268502521636, + -0.00026794077262613027, + 0.00026680990274731794, + -0.0002663256769457713, + -0.00026394067833381305, + 0.0002623694772585242, + -0.0002622826917350191, + -0.00026207070595711833, + -0.00025779980238917395, + 0.0002572574482211372, + 0.00025675890407584777, + 0.0002562987154275473, + 0.00025532401685248287, + 0.00025445818309513264, + -0.00025311165918161254, + 0.0002527900069552734, + -0.0002524759182772516, + -0.0002520451167892841, + -0.0002496147362636952, + 0.0002488219796130809, + 0.0002469784624825107, + 0.0002455986376925398, + 0.0002453913876643983, + 0.0002451417610601616, + 0.00024399710460975258, + 0.00024336757666765322, + -0.00024049715575585672, + 0.00023743175082961736, + 0.0002347597669572662, + -0.0002326134672580822, + 0.0002291336219031916, + 0.00022850370588344042, + -0.0002267501637105959, + -0.00022575228388718084, + -0.0002150349431826569, + -0.00021413325104124118, + -0.00021177209811846, + -0.00021093075634857485, + -0.00020584129686644154, + -0.00020469696237902386, + 0.00020276406086324665, + -0.0002027470146274332, + -0.00020071263804477717, + -0.00019817384567486662, + 0.0001974250311948233, + -0.0001970965391198767, + -0.00019644518390199217, + 0.00019481234840530378, + -0.00019128676527163476, + -0.0001904051893504784, + 0.00019017102273113159, + -0.00018951359821877797, + 0.00018707168290258534, + -0.000186449862038711, + -0.00018491699671700624, + 0.00018407048046046936, + -0.0001800834830953712, + -0.00017950704357399917, + -0.00017879872680636168, + -0.00017837242395927016, + -0.000176960391290041, + -0.0001765119034120605, + 0.00017632742084087137, + 0.00017476102563869842, + 0.00017251555320806872, + 0.00017106487623239937, + -0.00016928481733786613, + 0.000169043320316016, + 0.00016759016230936822, + -0.00016580918900031008, + -0.000165101944685394, + -0.00016486479034338996, + 0.00016438324412145153, + 0.00016301825640364565, + 0.00016286592440839455, + 0.00016097922607393098, + 0.00016071833893873712, + 0.00016042607361842277, + 0.00016024273263806396, + 0.00016016960959979576, + -0.00015888141387439096, + 0.00015855314563456615, + -0.00015703027419877814, + -0.0001566802627613134, + 0.0001542497011462411, + -0.0001534715316748404, + -0.00015060714390169961, + -0.00015033029124249231, + -0.00015032469628468217, + -0.00014978981088548801, + -0.00014876962634909876, + 0.0001479770702657213, + 0.00014790607578655816, + -0.00014732751609683407, + -0.00014680445165002337, + 0.00014522265614506653, + -0.00014496702245972098, + 0.0001448949011966698, + 0.00014462496064583823, + -0.00014284896440399817, + -0.00014274160269600939, + 0.0001419677084409903, + 0.00014124263190699136, + 0.0001390262292791128, + 0.00013804025208256183, + -0.0001350867230033656, + 0.0001347856071754222, + 0.00013301988343403505, + 0.0001327958159346205, + 0.00013142358286915396, + 0.0001313303156662379, + 0.0001304217841331259, + -0.00013007513914652325, + -0.00012900045589327579, + -0.00012877255937235034, + 0.0001285587737319781, + -0.0001274531059445816, + 0.00012639276237005542, + 0.00012617764597486623, + -0.0001259620562372833, + 0.00012094097609178391, + -0.00012089033552959929, + -0.00012036090767360069, + 0.00011972328255965955, + 0.00011956405381237022, + 0.00011817818639325392, + 0.00011781824437369912, + -0.00011715320576310911, + -0.00011622477094199646, + -0.00011492421926129441, + -0.00011399487876286958, + -0.00011358280320554257, + 0.00011349661579024369, + -0.0001134373201822886, + -0.00011277618039216258, + 0.00011061398490401962, + -0.0001100560603794928, + 0.0001098348777328841, + 0.00010827486064179522, + 0.00010821022612374889, + -0.00010789864092147636, + -0.00010701267202788664, + 0.00010510129160089355, + 0.00010508864150456347, + -0.00010446577842191258, + -0.00010371554274710074, + 0.00010279342646000098, + 0.00010080476332388247, + 0.00010053869334861265, + 9.89908650407985e-05, + -9.822915191725013e-05, + 9.757431071849848e-05, + -9.728838983529924e-05, + 9.687266018299196e-05, + -9.593157754334946e-05, + -9.454164098989178e-05, + 9.439091232214014e-05, + -9.318058239801744e-05, + 9.244525957130996e-05, + -9.083593303468519e-05, + -8.905621463215348e-05, + 8.820640048586317e-05, + 8.804744149158767e-05, + -8.742647998877122e-05, + -8.630087199559547e-05, + -8.591313829999627e-05, + 8.584508571338116e-05, + -8.551640731861848e-05, + 8.508803119226105e-05, + 8.333325943502123e-05, + 8.311774717458614e-05, + -8.208448862010771e-05, + -8.143594092276252e-05, + -8.120324190763875e-05, + -8.085347973968764e-05, + 8.038778997306533e-05, + -7.907967662031183e-05, + 7.86931358401458e-05, + 7.758826671889686e-05, + -7.751574241276011e-05, + 7.586915911139104e-05, + 7.576903664749472e-05, + 7.490243570149296e-05, + 7.485681739791165e-05, + -7.426117484358052e-05, + -7.387428822814444e-05, + -7.306885003615919e-05, + -7.302283819396799e-05, + 7.050665931864424e-05, + -7.041091764573164e-05, + 6.918116865872269e-05, + 6.905809495847262e-05, + 6.89729416557129e-05, + 6.847009797474698e-05, + 6.82367452149885e-05, + -6.749955336879e-05, + -6.744196887569199e-05, + -6.670526321044188e-05, + -6.581351175390984e-05, + -6.57015795801643e-05, + -6.384498346962214e-05, + -6.2680625571623e-05, + -6.244101009938284e-05, + -6.238521303176407e-05, + 6.127828543944564e-05, + -6.124396675184859e-05, + -6.092483138239412e-05, + 6.0360088384910046e-05, + 5.9976872573210074e-05, + 5.967192597377382e-05, + 5.787398421985681e-05, + 5.7373809538883405e-05, + 5.6875843548194065e-05, + 5.646388122554491e-05, + -5.605681424307415e-05, + 5.549570651505533e-05, + -5.530632317350367e-05, + 5.521491090759539e-05, + -5.5034216325079745e-05, + -5.41994880838743e-05, + -5.4049179321130736e-05, + -5.297252918231563e-05, + -5.228615049888335e-05, + -5.196618461089921e-05, + 5.184040163476247e-05, + 5.108965863352928e-05, + 5.095162016719309e-05, + -4.9871067968569647e-05, + -4.986841143646396e-05, + 4.976786793614873e-05, + 4.958856647384345e-05, + 4.940961011455089e-05, + -4.814149404743661e-05, + 4.8066575767407706e-05, + 4.783898944427775e-05, + 4.7754525350405956e-05, + 4.670206904914323e-05, + -4.642143960406211e-05, + 4.5405263437946855e-05, + 4.449042293941739e-05, + -3.955655698826401e-05, + -3.837534746362266e-05, + 3.836524140425277e-05, + 3.8063797030836687e-05, + -3.7785666837780386e-05, + -3.727783976454474e-05, + -3.722732175264671e-05, + -3.720038433691547e-05, + -3.7147341411599684e-05, + 3.6821265833846566e-05, + 3.6388806184751306e-05, + 3.4195805137258026e-05, + -3.377613923350538e-05, + 3.341398428903505e-05, + -3.326272237247795e-05, + -3.0711491142168586e-05, + -2.9549059072857552e-05, + 2.932708415025776e-05, + 2.9268957406538657e-05, + -2.8880226594150457e-05, + -2.7862565739365438e-05, + 2.6846126039449948e-05, + 2.6793157655082158e-05, + 2.5502396870555283e-05, + -2.5468956318803383e-05, + 2.5190097844059638e-05, + -2.469069951604616e-05, + 2.376841704925671e-05, + -2.3462277648267635e-05, + 2.27555957187349e-05, + 2.2741108879763893e-05, + -2.0868010097991146e-05, + 2.0843520584361802e-05, + 2.0668953555653288e-05, + 2.0378872281931395e-05, + -1.9913653486257566e-05, + -1.8511371160471508e-05, + 1.8022205305394882e-05, + 1.5890452916186098e-05, + -1.565251288140006e-05, + -1.5320931459533693e-05, + -1.5144160005816523e-05, + -1.5070882135561197e-05, + -1.4967412509051173e-05, + -1.4695890434080423e-05, + -1.4267827881761549e-05, + 1.4213065670701852e-05, + 1.2804150567610425e-05, + 1.2574191580430922e-05, + 1.2526287319442862e-05, + 1.2326458996791123e-05, + 1.2271339738448664e-05, + 1.152851938633671e-05, + 1.1486421241218722e-05, + -1.1199916967201355e-05, + 1.1011319682413655e-05, + -1.012534478536854e-05, + -9.949895841502058e-06, + 9.838401689836453e-06, + 9.66858239848e-06, + -9.596971584438433e-06, + -9.452394112270996e-06, + 9.364190997284393e-06, + -9.26197260462648e-06, + 9.181842887545514e-06, + 8.672664123147072e-06, + 8.414137016690819e-06, + -8.182657366329774e-06, + -7.733953320752982e-06, + -7.442870428469543e-06, + 7.279422321679254e-06, + -7.200758409284665e-06, + -7.0163430774657965e-06, + 7.0079910589769755e-06, + 6.774987182312395e-06, + 6.314256730705777e-06, + -6.2739916324596565e-06, + 5.977549115104416e-06, + 5.887691478134984e-06, + 5.572740338526275e-06, + 5.495007495827739e-06, + -5.340574581323572e-06, + 5.127050070238674e-06, + -4.964124213782831e-06, + -4.950619948011336e-06, + 4.762357941612563e-06, + -4.749163332962376e-06, + -4.613626060852649e-06, + 4.450734477303501e-06, + -4.316498761679531e-06, + 4.074933980559713e-06, + -3.450011432508775e-06, + 3.3481685325450388e-06, + -3.2486425840465474e-06, + 2.9381587816332795e-06, + 2.9116182210943164e-06, + 2.855308523517859e-06, + -2.769180884331427e-06, + 2.682408713333751e-06, + -2.3298936883108805e-06, + -2.2168424414857694e-06, + -2.1684004367529714e-06, + -2.1128068955824724e-06, + -1.976377443906488e-06, + -1.8492391031495554e-06, + -1.6854341991136806e-06, + -1.4532541888903997e-06, + -1.3102624094276238e-06, + -1.2949606387664113e-06, + 1.1674537569163541e-06, + -1.1445853133746158e-06, + -1.0653010088057298e-06, + 8.625311404631031e-07, + -7.870780824919755e-07, + -6.203787609535113e-07, + -4.5478733378099357e-07, + -3.969477347929757e-07, + 1.844062521501736e-07, + 5.209792817118295e-08, + -2.1740028375038115e-08, + -2.493054858208292e-09 + ], + "Absolute Coefficient": [ + 0.03979961943476176, + 0.035880145575367416, + 0.03185203710745513, + 0.031532032623376526, + 0.03135978684536126, + 0.03043152572305004, + 0.027473239663912203, + 0.027461320609233036, + 0.026947753358262567, + 0.02605451672322274, + 0.024646944065794662, + 0.024445711600467185, + 0.02442933037850353, + 0.02391933922098024, + 0.023126162584152492, + 0.02296005694302425, + 0.022849635649816107, + 0.022633915525904946, + 0.02255445195792446, + 0.022195033543029596, + 0.0219383133822754, + 0.021582030071349782, + 0.02152436540502277, + 0.020507592071923285, + 0.02019308959190255, + 0.019777673319342798, + 0.0197382033463386, + 0.01964100897195401, + 0.019550543802241773, + 0.01883856404905976, + 0.018664167730198526, + 0.01865184072467535, + 0.01848145710328585, + 0.018440848077170387, + 0.018292933226426052, + 0.01763744954438347, + 0.017399234255411664, + 0.01729306062446421, + 0.01716517253523909, + 0.01692137704911643, + 0.016737736670808776, + 0.016688822200550204, + 0.01662565942880251, + 0.01655170934169272, + 0.016513670437029664, + 0.016077179882204834, + 0.01595727595627918, + 0.015893175774068194, + 0.015706512324109998, + 0.015233504936842526, + 0.015072131974789118, + 0.014998657228477633, + 0.014975854759254536, + 0.014963062923149393, + 0.014947348091959443, + 0.014548659140357072, + 0.014383851761778246, + 0.014272057407165414, + 0.014221635931370314, + 0.01417881455502782, + 0.013954639704808813, + 0.01389979293724174, + 0.013883061219680413, + 0.013878315820870547, + 0.013693957071119714, + 0.013533601744067557, + 0.013061925117558822, + 0.013048385869150294, + 0.012736934116562721, + 0.012691503910344643, + 0.012328612871300286, + 0.012264976992105641, + 0.012212406089840633, + 0.012012028113390767, + 0.011967686985773844, + 0.011851375412395731, + 0.011835886126432495, + 0.011742361744140823, + 0.011684307217747412, + 0.011658610519500396, + 0.011611929936018598, + 0.011582325637232112, + 0.011505500196546552, + 0.011249080612374337, + 0.011219440097249999, + 0.011114616173832623, + 0.010866456244757383, + 0.0107301790267535, + 0.010720222946654654, + 0.010479276373383615, + 0.010327579945851316, + 0.010290849773303698, + 0.010081060687021621, + 0.010048724326434742, + 0.01002653873302071, + 0.010024706306358433, + 0.010023664404120813, + 0.009950399485300911, + 0.009915610688527927, + 0.00988026585827063, + 0.009774898930976862, + 0.00975669082013913, + 0.0097448570165989, + 0.009695809734504951, + 0.009625832268252876, + 0.00957661405491499, + 0.009465994475310505, + 0.009454582419889966, + 0.009400258968093487, + 0.009389272438435806, + 0.009372173992534618, + 0.009359788412001153, + 0.009317572317782796, + 0.009265125304063544, + 0.009198559189723897, + 0.00911941929842781, + 0.00897969576389803, + 0.008919199059911617, + 0.008867983964486896, + 0.008817325265058228, + 0.008761003048737096, + 0.008709063595236148, + 0.008659272376890586, + 0.008651921520816556, + 0.008600988623754136, + 0.00859119034983294, + 0.008591172388901754, + 0.008505955694394945, + 0.008495094122144668, + 0.008472572000324212, + 0.008454894351463462, + 0.00839146359647734, + 0.008338314815948503, + 0.008298393604043136, + 0.008279494586991017, + 0.008171917207086057, + 0.008119312748680427, + 0.008113661863192472, + 0.00810523010422471, + 0.007976439114331128, + 0.007970868258020347, + 0.007934847343320063, + 0.007910746476783387, + 0.007870142237737295, + 0.007790557290516126, + 0.007694932644123581, + 0.007638782148721085, + 0.007597475923364675, + 0.007580282154772034, + 0.007470059338531773, + 0.007425698433719437, + 0.007416792521272748, + 0.0073121500092156394, + 0.0072286179027942505, + 0.007196833832969181, + 0.007166369825573586, + 0.007120874252014398, + 0.006980832975308274, + 0.006874819314523591, + 0.006840686429886617, + 0.0067254790490062465, + 0.006709827187447707, + 0.006656649234778699, + 0.006645967278798448, + 0.006605140600128379, + 0.006593522078643501, + 0.0065711351441574755, + 0.006568099854165363, + 0.006562651837749781, + 0.006508406673133629, + 0.006416960954935498, + 0.006410571142048029, + 0.006355627824626002, + 0.006311859752429945, + 0.006307694558301673, + 0.006305573418404942, + 0.006299070624687024, + 0.006242492866223183, + 0.006240434617500011, + 0.006230592472803867, + 0.006225134716620251, + 0.006223796629874813, + 0.006219899809231059, + 0.006216312843018952, + 0.006145227480346328, + 0.006116080790354785, + 0.006096336155549748, + 0.006073094524855533, + 0.006039246171695876, + 0.006024184606755172, + 0.005994189834359344, + 0.005976206841683023, + 0.0059695727209669956, + 0.0058020072039414086, + 0.005801665369248546, + 0.0057981084950147746, + 0.005775332029132154, + 0.005770711693766917, + 0.005746750516338825, + 0.00569344393154831, + 0.005688370195406143, + 0.005657299786701742, + 0.005627407884096143, + 0.005610047617349858, + 0.005600071599470935, + 0.005581565544764373, + 0.0055800714213170444, + 0.005574082083086717, + 0.00557188783118698, + 0.005550697359608895, + 0.005456729961189999, + 0.005444968100466867, + 0.005417108983563807, + 0.0054080275776892455, + 0.005384198238022216, + 0.005245692608311886, + 0.005239387764273476, + 0.005228082421438037, + 0.005205334100099864, + 0.0051590681005747475, + 0.005153290389812062, + 0.005151387943284089, + 0.005129538792557989, + 0.005088887176338556, + 0.005071086734146295, + 0.00505210227790701, + 0.0050493459307314765, + 0.005039630451561983, + 0.0049972792609705085, + 0.00499348473791974, + 0.004961691584058302, + 0.00495292499766341, + 0.004935425794126748, + 0.004929618350428765, + 0.004929230635044674, + 0.00490940721705062, + 0.004894385367334947, + 0.00489115064563405, + 0.004836910577616506, + 0.004813950640481836, + 0.004794238012576009, + 0.004763789586440658, + 0.004759387403022393, + 0.004709216163806694, + 0.004672688766128936, + 0.004625528038690971, + 0.004606982156269564, + 0.004591987800238664, + 0.00458741330024526, + 0.004572108692881104, + 0.00453165487524449, + 0.004511919628857073, + 0.004510135001837663, + 0.004502516570528741, + 0.00449628971646856, + 0.004494529453520395, + 0.004476266115813312, + 0.00447453203985821, + 0.004448762580187318, + 0.004438717249772259, + 0.0044282076332877104, + 0.004411542135559127, + 0.00437407924532712, + 0.004371681823767723, + 0.004365810180777323, + 0.004358222211914112, + 0.0043485473000855965, + 0.004344220861969107, + 0.0043349068449698444, + 0.004318343449694936, + 0.004302952607370799, + 0.004263145132665528, + 0.004258881042470375, + 0.004243356728705999, + 0.004209531126654677, + 0.004192537505321352, + 0.0041846304890311055, + 0.004165159139556923, + 0.004164072709239123, + 0.004125207225752518, + 0.004119144169607427, + 0.004070374496972407, + 0.004063975528144932, + 0.004059857419581003, + 0.004044910101944038, + 0.003984251635111056, + 0.003973887039067897, + 0.003936010222240511, + 0.003930536282552966, + 0.003888820661121384, + 0.003876234591143549, + 0.0038740061894029666, + 0.0038489715978566852, + 0.003830647921897792, + 0.0038145633452959776, + 0.00376896564048913, + 0.0037668878578600226, + 0.0037666459049731033, + 0.0037536418041801355, + 0.0037306269018770525, + 0.003728448285277122, + 0.003728419023061626, + 0.003701855902482562, + 0.0036962269027103825, + 0.00368177157681581, + 0.0036679593955788697, + 0.003637835024281598, + 0.003634074270657593, + 0.0036267199365643535, + 0.0036254723578226207, + 0.0035835253913612817, + 0.003569683898048049, + 0.003568946930032296, + 0.0035499907336566357, + 0.003535211688731275, + 0.003533451870638756, + 0.003505319023201697, + 0.003471180215403111, + 0.003461904565814661, + 0.003460129025082327, + 0.0034452635909543437, + 0.0034402774926004976, + 0.003429573705318019, + 0.003427662879435957, + 0.0034038684984078623, + 0.003382392137457816, + 0.0033792135537882395, + 0.003365182087880545, + 0.0033266735056916848, + 0.0033091213473035023, + 0.0032944379316451897, + 0.003282076169250724, + 0.003270548295528332, + 0.003268333377156807, + 0.0032669771896903016, + 0.003255635307222927, + 0.0032518964067599705, + 0.0032501838217504596, + 0.0032331150693978004, + 0.003223009829094269, + 0.0032220629060404618, + 0.0032217905626778258, + 0.0032202171267922616, + 0.0032101654762974143, + 0.0032038512472655064, + 0.0031972536783890105, + 0.0031849935029707377, + 0.003157066297519758, + 0.003135611449905207, + 0.003112481616891701, + 0.0031006344979101932, + 0.003081850965536304, + 0.003080929133953597, + 0.0030794793076520275, + 0.0030616625875382504, + 0.003048574532187635, + 0.0030400372153704986, + 0.0030395719668148153, + 0.003033819667649751, + 0.00303120838576237, + 0.00302131286703529, + 0.003013708466338207, + 0.0029966308762874594, + 0.002970659182055291, + 0.0029639764570282274, + 0.002959611586702538, + 0.002954918364470189, + 0.002937011777145434, + 0.00293343072515013, + 0.0029198183879648822, + 0.0028929608071808603, + 0.0028875593466433824, + 0.0028857408816865366, + 0.0028782944211688207, + 0.0028733366783013814, + 0.0028629703414557697, + 0.002857001866499435, + 0.0028323085475326, + 0.002822688785140413, + 0.0028168398585248877, + 0.002814252273620581, + 0.002811770159963894, + 0.002796788272560294, + 0.0027960717506898373, + 0.0027937727266324017, + 0.0027702508367875673, + 0.0027602577340134103, + 0.0027398485316414978, + 0.002733631008188293, + 0.002726583440259602, + 0.0027240313818921768, + 0.002713799065104761, + 0.002705221438364121, + 0.0026951902879892038, + 0.002685716786873801, + 0.0026828440390222635, + 0.002682425535044012, + 0.0026799778385096446, + 0.002678718480019529, + 0.002672503144690357, + 0.0026580003983145495, + 0.00264650352382798, + 0.002643313930153946, + 0.0026366229730240376, + 0.002627511039152461, + 0.00259509667272729, + 0.002593461842001757, + 0.002580267855600139, + 0.0025655953687894074, + 0.002562657278833427, + 0.002559995682424237, + 0.0025565801627785737, + 0.002551210260546145, + 0.0025471730632422676, + 0.002536203211143265, + 0.0025134852285780746, + 0.0025035124376498476, + 0.002498780894713364, + 0.0024777983247653208, + 0.0024717723550136657, + 0.002470693480455918, + 0.0024643247123991383, + 0.0024542129311436, + 0.002449897343301779, + 0.0024443894491230833, + 0.0024399511443299084, + 0.0024376410208325895, + 0.00242802333539698, + 0.002419964933760774, + 0.0024131898518549846, + 0.0024112717158891583, + 0.002406798554920088, + 0.002406593357959393, + 0.0024051678952378658, + 0.002397148565979858, + 0.0023773491604940247, + 0.002375712441764126, + 0.002355385608352628, + 0.0023429736271489026, + 0.0023419708649003, + 0.002337923866761051, + 0.002328864214928522, + 0.0023184075419426754, + 0.0023095096079455133, + 0.002295171546694187, + 0.0022943209874295425, + 0.002291746220255099, + 0.002254763994284459, + 0.0022493504735145203, + 0.0022489447194623227, + 0.0022448593599965812, + 0.0022425813546792964, + 0.0022244753423602665, + 0.0022171308989035526, + 0.002212906047204096, + 0.002181681186861511, + 0.0021812573802231458, + 0.002146174010168201, + 0.0021426333768672103, + 0.0021336574995222675, + 0.0021254045806802413, + 0.0021191974271072877, + 0.0021162317745633255, + 0.0021042229644498245, + 0.0021036921914088093, + 0.002099379497945756, + 0.0020938228733213826, + 0.0020855861381087705, + 0.0020589901035391205, + 0.002053228880264504, + 0.0020493694908273806, + 0.002047569601910231, + 0.0020225591440804895, + 0.0020195766902924776, + 0.0020041252492748233, + 0.0020036671596447638, + 0.0020019564308080395, + 0.001994697434285217, + 0.0019941643154545584, + 0.0019932166690439356, + 0.0019691253669674802, + 0.00196644405358103, + 0.0019582378912751113, + 0.001957494102595134, + 0.0019567283701561354, + 0.0019441025834519676, + 0.00194072430608722, + 0.001937939772251757, + 0.0019103956982976012, + 0.0019090624619274728, + 0.0019066146743399416, + 0.0018974608973306355, + 0.0018963221198383996, + 0.0018268345048482839, + 0.0018210963162149996, + 0.0018095033100431583, + 0.0018034080930344964, + 0.0018012294287874432, + 0.001777977382645517, + 0.0017690691129945762, + 0.0017687081574198455, + 0.001765971453703187, + 0.0017536476840480338, + 0.0017526404303424266, + 0.0017525415116239156, + 0.0017500316624133572, + 0.0017468940954857562, + 0.0017335251350651876, + 0.0017072061267160669, + 0.001704285341524388, + 0.0017028191081861226, + 0.0016900134278309384, + 0.001682643655443191, + 0.0016820444056305961, + 0.0016787781440377014, + 0.001663595994800169, + 0.0016572244524163094, + 0.0016567416416402951, + 0.0016491440671344887, + 0.0016488907923791546, + 0.0016470879489290458, + 0.0016452803339425544, + 0.0016396967450012074, + 0.0016300731611117697, + 0.0016263178337774017, + 0.0016241653171549157, + 0.0016197167341021144, + 0.001617096553073419, + 0.0016098197781569692, + 0.0016071396582932583, + 0.0015987541298184784, + 0.0015896263871923591, + 0.0015820017750932682, + 0.0015696359492730688, + 0.001567808087088888, + 0.00156069890913736, + 0.001554860710307577, + 0.0015505045561427166, + 0.001526509603333601, + 0.0015259756830706254, + 0.0015223377724441621, + 0.0015157060838913658, + 0.0015080784658067447, + 0.0014963190196403784, + 0.0014822566568893673, + 0.0014817654783985683, + 0.0014792087218831497, + 0.0014664402503986392, + 0.0014579632410968734, + 0.0014569291803990722, + 0.0014563780937616323, + 0.001444176898362455, + 0.0014386092360920576, + 0.0014371799580973992, + 0.001434911822727935, + 0.001431536660607595, + 0.0014269163475387296, + 0.0014225336664908253, + 0.001417376571996565, + 0.001417283765088186, + 0.0014125573032270488, + 0.0014070695621727412, + 0.0013996554458618297, + 0.0013956528743660427, + 0.0013858604646393526, + 0.0013819241157207389, + 0.0013817839295317837, + 0.0013759593098949374, + 0.0013718938889043673, + 0.0013715392427142569, + 0.0013697429913999538, + 0.0013690675491610923, + 0.00136823048264267, + 0.0013664716625969545, + 0.00136321532150123, + 0.001358423662584852, + 0.0013572643777452036, + 0.0013482616012457861, + 0.0013475901259856898, + 0.0013392116972011806, + 0.0013319518874823678, + 0.0013316240107538039, + 0.001329677754321495, + 0.001320209234788128, + 0.0013180698009287995, + 0.001305449635889209, + 0.001304576408108022, + 0.0013016054687926435, + 0.0012989008933530733, + 0.001297415465900608, + 0.0012878791352670834, + 0.0012809330940230699, + 0.0012778085705589868, + 0.001267209404449096, + 0.0012668076907167837, + 0.0012578573359650217, + 0.001255699499688476, + 0.0012527284729350258, + 0.0012425125084861652, + 0.001237367023193206, + 0.0012369990020146182, + 0.0012333464223445011, + 0.001233091287681913, + 0.0012305709380506014, + 0.0012238930444691959, + 0.0012202302573130922, + 0.0012200441163228905, + 0.001219731968287539, + 0.0012193401048743826, + 0.0012168022413170622, + 0.0012032095689333436, + 0.0011920765151699714, + 0.001189308838936025, + 0.001183769619732715, + 0.0011799293128999379, + 0.0011705969754990835, + 0.0011600004398089033, + 0.0011549814303442195, + 0.001148394604935388, + 0.0011432434779085592, + 0.0011415075394354505, + 0.0011392471769513185, + 0.0011318366228528496, + 0.0011316636808885068, + 0.001131394587184078, + 0.0011295863862994602, + 0.0011232555036473895, + 0.0011180464354941912, + 0.0011074942628156543, + 0.0011072671828265994, + 0.00110627660984896, + 0.0011047447493196458, + 0.0010985835768149595, + 0.0010985209230723475, + 0.0010943657953430862, + 0.0010846316601545506, + 0.001079395872447357, + 0.0010723260098767877, + 0.001063171871896967, + 0.0010628831230306082, + 0.0010606772935831759, + 0.001048886650571933, + 0.0010431472422450692, + 0.0010411771206097565, + 0.0010344731863699396, + 0.0010313377708345006, + 0.0010296982281115612, + 0.0010270065139077306, + 0.0010245590171799816, + 0.0010217594061238898, + 0.0010143989582214203, + 0.001013952125894076, + 0.0010038296188257198, + 0.0009933390954454983, + 0.0009825270308069887, + 0.00098122661324085, + 0.0009730404067916971, + 0.0009727842496941823, + 0.0009711935262839383, + 0.0009691702126293311, + 0.0009645134912999164, + 0.0009586527342416788, + 0.0009557172883902393, + 0.000953863304051492, + 0.0009523925526483687, + 0.0009511941873371047, + 0.0009443968636473471, + 0.0009387939947639627, + 0.0009088473078839861, + 0.0009058474146396248, + 0.0009035265393783368, + 0.0009032873493860451, + 0.0009031807966472586, + 0.0009003461050082762, + 0.0008997323112518217, + 0.0008995897313202668, + 0.0008965340355589233, + 0.0008949666252477405, + 0.0008766035009364609, + 0.0008747065337623894, + 0.000869465637989879, + 0.0008646184951618515, + 0.0008637830532847919, + 0.0008596595754832985, + 0.0008576261294027999, + 0.0008509348477364183, + 0.0008486568368605784, + 0.0008420210135663186, + 0.0008419032509063334, + 0.0008366637075453669, + 0.0008337182871908283, + 0.0008330928920816319, + 0.0008316644608941589, + 0.0008306519128672113, + 0.0008218805665881393, + 0.0008210608908886808, + 0.0008193955766704466, + 0.000812248555537989, + 0.0008071675310930497, + 0.0008060456426269048, + 0.0008019468687460112, + 0.0008003309689533081, + 0.0007905424691974276, + 0.000785551871114987, + 0.0007835678755347081, + 0.0007802296647316137, + 0.000777857922358053, + 0.0007753549725812768, + 0.0007750190214567004, + 0.0007740048653948531, + 0.0007629449161259518, + 0.0007612625703305198, + 0.0007585701970555926, + 0.0007583417280871165, + 0.0007582862434686987, + 0.0007543991673965682, + 0.0007541965589328746, + 0.0007482694663038347, + 0.0007433424526885982, + 0.0007419658179464507, + 0.0007393725817279351, + 0.0007343255883631588, + 0.0007328546666787503, + 0.0007268731976198888, + 0.0007261265822735251, + 0.0007220082622127074, + 0.000721585679359248, + 0.0007206387486293, + 0.0007179521724555183, + 0.0007159580067971946, + 0.0007158395372264294, + 0.0007012824174602492, + 0.0006984935559356919, + 0.0006937529891844163, + 0.0006901672096220915, + 0.0006897162524091399, + 0.0006873351899045026, + 0.0006867063885867237, + 0.0006828802343741423, + 0.0006806458684025243, + 0.0006795322131348899, + 0.0006762427190305933, + 0.0006696970177953582, + 0.0006658224972652074, + 0.0006637486264486712, + 0.0006624239293171915, + 0.0006517402950866273, + 0.0006515393763639521, + 0.0006510035111796897, + 0.0006488398035819202, + 0.00064684172204342, + 0.0006382038191090323, + 0.0006338597772881246, + 0.0006218042748583028, + 0.0006119097250446547, + 0.0006118372453366188, + 0.0006113565926850718, + 0.0006109508686594408, + 0.000610862347711845, + 0.0006102471890817688, + 0.0006029663474583438, + 0.0006029313326982293, + 0.0006018329082901645, + 0.0006012397022356766, + 0.0006004781252574785, + 0.0006001849657002481, + 0.0005949240621221896, + 0.0005927770221241101, + 0.0005879561802114196, + 0.0005878647909191183, + 0.0005777158891119684, + 0.0005758604960290035, + 0.0005684782500610857, + 0.000567919075801124, + 0.0005661757814619669, + 0.0005639404069923354, + 0.0005630187667749001, + 0.0005580995465364338, + 0.0005548238822084109, + 0.000551969018015566, + 0.0005489620033454359, + 0.0005489383283894562, + 0.0005487320438439589, + 0.0005482442085198372, + 0.0005464418892340201, + 0.0005384325473751249, + 0.0005360541950363268, + 0.0005352620082198306, + 0.0005322825342274896, + 0.0005234607475943799, + 0.000510597523711355, + 0.0005057611350278803, + 0.0005026393486595473, + 0.0004961723389736, + 0.000488477618702552, + 0.0004871509887487821, + 0.00048443716977994645, + 0.00048354570954371886, + 0.00048187076520798966, + 0.00048104352215188776, + 0.0004807907497029565, + 0.0004799840486174876, + 0.000460860633510337, + 0.0004580871100456279, + 0.0004571120427089701, + 0.0004537273262665749, + 0.00044981468341746914, + 0.000449740321127094, + 0.0004475558816127164, + 0.00044648048295377503, + 0.0004457771954223615, + 0.00044448442613657626, + 0.00044218249442658496, + 0.00044182853347064555, + 0.00043973372435857826, + 0.00043617608353489876, + 0.0004357046018946414, + 0.00043429760981344843, + 0.00043378784119010725, + 0.00042502279110830343, + 0.00042127864852289725, + 0.0004208017866675694, + 0.00042061069565317176, + 0.0004189258926575854, + 0.0004181911477516908, + 0.00041306252525151867, + 0.00041246861163900695, + 0.00040970098884068396, + 0.0004037985313679442, + 0.0004026205649692379, + 0.0003992251246113154, + 0.0003984323962208314, + 0.0003984067432427357, + 0.0003980488978136518, + 0.000391518302827472, + 0.0003910261245259972, + 0.00038156904361239343, + 0.0003770578288310646, + 0.0003744935367645673, + 0.00037227103346561236, + 0.00036864881561121156, + 0.0003681581920994758, + 0.00036526084262772325, + 0.0003640769546924057, + 0.0003639842806169403, + 0.00036134260158925764, + 0.0003595407160349417, + 0.000359440257205218, + 0.00035665270384604156, + 0.0003564984006006681, + 0.0003562856274344474, + 0.0003513291415888036, + 0.0003493164334632872, + 0.0003483030247967003, + 0.00034750865273519517, + 0.00034330643649839, + 0.00033894791404931885, + 0.0003380692882930886, + 0.000337972724164893, + 0.000336545124681167, + 0.00033597387685894894, + 0.0003313023986861185, + 0.0003301170453278934, + 0.00032973589982531295, + 0.0003294222354959801, + 0.0003258058273536531, + 0.0003217714194932972, + 0.00031683676428399896, + 0.000315771015074457, + 0.0003149768037138558, + 0.000313899313275576, + 0.000310982971324482, + 0.0003088279373560435, + 0.00030613938515211574, + 0.0003054731441826984, + 0.00030485379747993805, + 0.0003040313312258353, + 0.0003001051039725307, + 0.0003000816298232482, + 0.0002983632075091986, + 0.00029537865661834715, + 0.00029410040048724677, + 0.0002938310230423459, + 0.00029285219177614756, + 0.0002917598001908374, + 0.00029060662551143047, + 0.0002866243065074423, + 0.00028618644503387625, + 0.0002860974135457379, + 0.00028398941132364117, + 0.00028166285886215714, + 0.00028055052669802245, + 0.0002767896310066546, + 0.0002766999271466893, + 0.00027617378423450633, + 0.0002742458830239507, + 0.0002696582640295574, + 0.000268502521636, + 0.00026794077262613027, + 0.00026680990274731794, + 0.0002663256769457713, + 0.00026394067833381305, + 0.0002623694772585242, + 0.0002622826917350191, + 0.00026207070595711833, + 0.00025779980238917395, + 0.0002572574482211372, + 0.00025675890407584777, + 0.0002562987154275473, + 0.00025532401685248287, + 0.00025445818309513264, + 0.00025311165918161254, + 0.0002527900069552734, + 0.0002524759182772516, + 0.0002520451167892841, + 0.0002496147362636952, + 0.0002488219796130809, + 0.0002469784624825107, + 0.0002455986376925398, + 0.0002453913876643983, + 0.0002451417610601616, + 0.00024399710460975258, + 0.00024336757666765322, + 0.00024049715575585672, + 0.00023743175082961736, + 0.0002347597669572662, + 0.0002326134672580822, + 0.0002291336219031916, + 0.00022850370588344042, + 0.0002267501637105959, + 0.00022575228388718084, + 0.0002150349431826569, + 0.00021413325104124118, + 0.00021177209811846, + 0.00021093075634857485, + 0.00020584129686644154, + 0.00020469696237902386, + 0.00020276406086324665, + 0.0002027470146274332, + 0.00020071263804477717, + 0.00019817384567486662, + 0.0001974250311948233, + 0.0001970965391198767, + 0.00019644518390199217, + 0.00019481234840530378, + 0.00019128676527163476, + 0.0001904051893504784, + 0.00019017102273113159, + 0.00018951359821877797, + 0.00018707168290258534, + 0.000186449862038711, + 0.00018491699671700624, + 0.00018407048046046936, + 0.0001800834830953712, + 0.00017950704357399917, + 0.00017879872680636168, + 0.00017837242395927016, + 0.000176960391290041, + 0.0001765119034120605, + 0.00017632742084087137, + 0.00017476102563869842, + 0.00017251555320806872, + 0.00017106487623239937, + 0.00016928481733786613, + 0.000169043320316016, + 0.00016759016230936822, + 0.00016580918900031008, + 0.000165101944685394, + 0.00016486479034338996, + 0.00016438324412145153, + 0.00016301825640364565, + 0.00016286592440839455, + 0.00016097922607393098, + 0.00016071833893873712, + 0.00016042607361842277, + 0.00016024273263806396, + 0.00016016960959979576, + 0.00015888141387439096, + 0.00015855314563456615, + 0.00015703027419877814, + 0.0001566802627613134, + 0.0001542497011462411, + 0.0001534715316748404, + 0.00015060714390169961, + 0.00015033029124249231, + 0.00015032469628468217, + 0.00014978981088548801, + 0.00014876962634909876, + 0.0001479770702657213, + 0.00014790607578655816, + 0.00014732751609683407, + 0.00014680445165002337, + 0.00014522265614506653, + 0.00014496702245972098, + 0.0001448949011966698, + 0.00014462496064583823, + 0.00014284896440399817, + 0.00014274160269600939, + 0.0001419677084409903, + 0.00014124263190699136, + 0.0001390262292791128, + 0.00013804025208256183, + 0.0001350867230033656, + 0.0001347856071754222, + 0.00013301988343403505, + 0.0001327958159346205, + 0.00013142358286915396, + 0.0001313303156662379, + 0.0001304217841331259, + 0.00013007513914652325, + 0.00012900045589327579, + 0.00012877255937235034, + 0.0001285587737319781, + 0.0001274531059445816, + 0.00012639276237005542, + 0.00012617764597486623, + 0.0001259620562372833, + 0.00012094097609178391, + 0.00012089033552959929, + 0.00012036090767360069, + 0.00011972328255965955, + 0.00011956405381237022, + 0.00011817818639325392, + 0.00011781824437369912, + 0.00011715320576310911, + 0.00011622477094199646, + 0.00011492421926129441, + 0.00011399487876286958, + 0.00011358280320554257, + 0.00011349661579024369, + 0.0001134373201822886, + 0.00011277618039216258, + 0.00011061398490401962, + 0.0001100560603794928, + 0.0001098348777328841, + 0.00010827486064179522, + 0.00010821022612374889, + 0.00010789864092147636, + 0.00010701267202788664, + 0.00010510129160089355, + 0.00010508864150456347, + 0.00010446577842191258, + 0.00010371554274710074, + 0.00010279342646000098, + 0.00010080476332388247, + 0.00010053869334861265, + 9.89908650407985e-05, + 9.822915191725013e-05, + 9.757431071849848e-05, + 9.728838983529924e-05, + 9.687266018299196e-05, + 9.593157754334946e-05, + 9.454164098989178e-05, + 9.439091232214014e-05, + 9.318058239801744e-05, + 9.244525957130996e-05, + 9.083593303468519e-05, + 8.905621463215348e-05, + 8.820640048586317e-05, + 8.804744149158767e-05, + 8.742647998877122e-05, + 8.630087199559547e-05, + 8.591313829999627e-05, + 8.584508571338116e-05, + 8.551640731861848e-05, + 8.508803119226105e-05, + 8.333325943502123e-05, + 8.311774717458614e-05, + 8.208448862010771e-05, + 8.143594092276252e-05, + 8.120324190763875e-05, + 8.085347973968764e-05, + 8.038778997306533e-05, + 7.907967662031183e-05, + 7.86931358401458e-05, + 7.758826671889686e-05, + 7.751574241276011e-05, + 7.586915911139104e-05, + 7.576903664749472e-05, + 7.490243570149296e-05, + 7.485681739791165e-05, + 7.426117484358052e-05, + 7.387428822814444e-05, + 7.306885003615919e-05, + 7.302283819396799e-05, + 7.050665931864424e-05, + 7.041091764573164e-05, + 6.918116865872269e-05, + 6.905809495847262e-05, + 6.89729416557129e-05, + 6.847009797474698e-05, + 6.82367452149885e-05, + 6.749955336879e-05, + 6.744196887569199e-05, + 6.670526321044188e-05, + 6.581351175390984e-05, + 6.57015795801643e-05, + 6.384498346962214e-05, + 6.2680625571623e-05, + 6.244101009938284e-05, + 6.238521303176407e-05, + 6.127828543944564e-05, + 6.124396675184859e-05, + 6.092483138239412e-05, + 6.0360088384910046e-05, + 5.9976872573210074e-05, + 5.967192597377382e-05, + 5.787398421985681e-05, + 5.7373809538883405e-05, + 5.6875843548194065e-05, + 5.646388122554491e-05, + 5.605681424307415e-05, + 5.549570651505533e-05, + 5.530632317350367e-05, + 5.521491090759539e-05, + 5.5034216325079745e-05, + 5.41994880838743e-05, + 5.4049179321130736e-05, + 5.297252918231563e-05, + 5.228615049888335e-05, + 5.196618461089921e-05, + 5.184040163476247e-05, + 5.108965863352928e-05, + 5.095162016719309e-05, + 4.9871067968569647e-05, + 4.986841143646396e-05, + 4.976786793614873e-05, + 4.958856647384345e-05, + 4.940961011455089e-05, + 4.814149404743661e-05, + 4.8066575767407706e-05, + 4.783898944427775e-05, + 4.7754525350405956e-05, + 4.670206904914323e-05, + 4.642143960406211e-05, + 4.5405263437946855e-05, + 4.449042293941739e-05, + 3.955655698826401e-05, + 3.837534746362266e-05, + 3.836524140425277e-05, + 3.8063797030836687e-05, + 3.7785666837780386e-05, + 3.727783976454474e-05, + 3.722732175264671e-05, + 3.720038433691547e-05, + 3.7147341411599684e-05, + 3.6821265833846566e-05, + 3.6388806184751306e-05, + 3.4195805137258026e-05, + 3.377613923350538e-05, + 3.341398428903505e-05, + 3.326272237247795e-05, + 3.0711491142168586e-05, + 2.9549059072857552e-05, + 2.932708415025776e-05, + 2.9268957406538657e-05, + 2.8880226594150457e-05, + 2.7862565739365438e-05, + 2.6846126039449948e-05, + 2.6793157655082158e-05, + 2.5502396870555283e-05, + 2.5468956318803383e-05, + 2.5190097844059638e-05, + 2.469069951604616e-05, + 2.376841704925671e-05, + 2.3462277648267635e-05, + 2.27555957187349e-05, + 2.2741108879763893e-05, + 2.0868010097991146e-05, + 2.0843520584361802e-05, + 2.0668953555653288e-05, + 2.0378872281931395e-05, + 1.9913653486257566e-05, + 1.8511371160471508e-05, + 1.8022205305394882e-05, + 1.5890452916186098e-05, + 1.565251288140006e-05, + 1.5320931459533693e-05, + 1.5144160005816523e-05, + 1.5070882135561197e-05, + 1.4967412509051173e-05, + 1.4695890434080423e-05, + 1.4267827881761549e-05, + 1.4213065670701852e-05, + 1.2804150567610425e-05, + 1.2574191580430922e-05, + 1.2526287319442862e-05, + 1.2326458996791123e-05, + 1.2271339738448664e-05, + 1.152851938633671e-05, + 1.1486421241218722e-05, + 1.1199916967201355e-05, + 1.1011319682413655e-05, + 1.012534478536854e-05, + 9.949895841502058e-06, + 9.838401689836453e-06, + 9.66858239848e-06, + 9.596971584438433e-06, + 9.452394112270996e-06, + 9.364190997284393e-06, + 9.26197260462648e-06, + 9.181842887545514e-06, + 8.672664123147072e-06, + 8.414137016690819e-06, + 8.182657366329774e-06, + 7.733953320752982e-06, + 7.442870428469543e-06, + 7.279422321679254e-06, + 7.200758409284665e-06, + 7.0163430774657965e-06, + 7.0079910589769755e-06, + 6.774987182312395e-06, + 6.314256730705777e-06, + 6.2739916324596565e-06, + 5.977549115104416e-06, + 5.887691478134984e-06, + 5.572740338526275e-06, + 5.495007495827739e-06, + 5.340574581323572e-06, + 5.127050070238674e-06, + 4.964124213782831e-06, + 4.950619948011336e-06, + 4.762357941612563e-06, + 4.749163332962376e-06, + 4.613626060852649e-06, + 4.450734477303501e-06, + 4.316498761679531e-06, + 4.074933980559713e-06, + 3.450011432508775e-06, + 3.3481685325450388e-06, + 3.2486425840465474e-06, + 2.9381587816332795e-06, + 2.9116182210943164e-06, + 2.855308523517859e-06, + 2.769180884331427e-06, + 2.682408713333751e-06, + 2.3298936883108805e-06, + 2.2168424414857694e-06, + 2.1684004367529714e-06, + 2.1128068955824724e-06, + 1.976377443906488e-06, + 1.8492391031495554e-06, + 1.6854341991136806e-06, + 1.4532541888903997e-06, + 1.3102624094276238e-06, + 1.2949606387664113e-06, + 1.1674537569163541e-06, + 1.1445853133746158e-06, + 1.0653010088057298e-06, + 8.625311404631031e-07, + 7.870780824919755e-07, + 6.203787609535113e-07, + 4.5478733378099357e-07, + 3.969477347929757e-07, + 1.844062521501736e-07, + 5.209792817118295e-08, + 2.1740028375038115e-08, + 2.493054858208292e-09 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 84.0, + "precision": 18.714285714285715, + "recall": 20.38095238095238, + "f1": 18.97435897435897 + }, + "selection": { + "precision": 0.7043805699886632, + "recall": 10.12987012987013, + "f1": 1.3171547561111763, + "jaccard": 0.6632827762925172 + } + } +} \ No newline at end of file diff --git a/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Generalized_Anxiety_Disorder.json b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Generalized_Anxiety_Disorder.json new file mode 100644 index 0000000000000000000000000000000000000000..2837aed92639fb6680142873b6939a7ba8bf322a --- /dev/null +++ b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Generalized_Anxiety_Disorder.json @@ -0,0 +1,3873 @@ +{ + "significant_genes": { + "Variable": [ + "AATF", + "AADAC", + "ACTMAP", + "ALPK2", + "A2M", + "ABCF2", + "ABCC6", + "ACADVL", + "ACSM5", + "ACOT4", + "ACSM4", + "ABHD2", + "ADAMTS12", + "ANKRD40", + "AAMDC", + "ACOT2", + "ACRV1", + "ACTN3", + "ABCB10", + "AASDHPPT", + "ABCB8", + "AGR2", + "ABCE1", + "ADGRG4", + "ALDH4A1", + "ABCC10", + "ART3", + "ABI3BP", + "AACS", + "ACAT2", + "ALDH1L1", + "ABCC8", + "ADGRE4P", + "ABCA8", + "ACSM2A", + "AFG1L", + "ABCC13", + "ABLIM3", + "AGRP", + "ABHD17B", + "ADAMTSL5", + "AHCYL2", + "AK2", + "ADAMTSL2", + "ALDOB", + "ABCA6", + "AEN", + "ABHD1", + "ARHGAP24", + "ADAM21P1", + "ACSM3", + "AFF2", + "ADRA1A", + "ALKBH4", + "ARL3", + "AKAP7", + "ABCA12", + "AADACL3", + "ACTR2", + "ADCYAP1", + "ABLIM2", + "ACBD6", + "ABCC9", + "ACO2", + "ABCA11P", + "ADAD1", + "ACTR5", + "AGER", + "ACMSD", + "ABHD17A", + "ADCY9", + "AARSD1", + "ABHD5", + "ABHD13", + "ADAP2", + "ADGRD2", + "ABCB5", + "ACTR10", + "ACKR1", + "ANKZF1", + "ALAD", + "AOX1", + "ADH5", + "ARHGAP22", + "BPIFA4P", + "ARHGAP23", + "ADAD2", + "APBA3", + "ABHD12", + "BBS5", + "ANKK1", + "ACOT1", + "APLP1", + "ADGRG2", + "A3GALT2", + "ASIP", + "AIRIM", + "ACTRT1", + "ABCA10", + "ANGEL2", + "AKAP1", + "ALOX12P2", + "AP4M1", + "ABCC4", + "ALDH1L2", + "ABI1", + "ACSL5", + "A4GNT", + "ADGRG6", + "AKAP8", + "AADAT", + "BMP5", + "APCS", + "ABCB4", + "ALG1L1P", + "ABRA", + "AARS1", + "ADCY1", + "ADA", + "APLN", + "AKR1B15", + "ABCB11", + "ALX1", + "C1orf167", + "ALG9", + "AP2S1", + "ADAM5", + "ANK3", + "AGAP7P", + "ANO3", + "ARSL", + "ALDH7A1", + "ACER1", + "ANGPT2", + "ALDH18A1", + "BHLHE22", + "C3orf20", + "ABRAXAS1", + "APCDD1", + "ADCK5", + "ADAM21", + "APOBEC3H", + "ALDH16A1", + "ACKR3", + "AEBP1", + "AFAP1L1", + "ASXL1", + "C2", + "HMGB4", + "ATG10", + "ADIPOR1", + "ACACB", + "ADORA3", + "ATXN1L", + "AFDN-DT", + "ARFRP1", + "AK3", + "ADK", + "ADGRV1", + "ADO", + "ABAT", + "AKR1C8", + "ADAM32", + "CETN3", + "ABCD1", + "ABCF3", + "ACTL10", + "ACTL6B", + "ADGRF2P", + "ALCAM", + "ADAMTSL4", + "ARHGEF19", + "ADAMTS8", + "ARID1A", + "CTXN2", + "CHRM1", + "BANP", + "ANKAR", + "ANKFN1", + "ABR", + "ACAP3", + "ADTRP", + "ANKMY1", + "ABHD11", + "APEX2", + "ARHGEF15", + "AP5S1", + "ACTL7A", + "ANKRD34A", + "BAGE2", + "ADORA1", + "ANO7", + "ASTE1", + "ARID3C", + "AP4E1", + "ANO1", + "AAK1", + "AACSP1", + "AP4B1", + "ACTR6", + "ALPL", + "CACNA2D1", + "AIPL1", + "C12orf43", + "ANKRD13C", + "CNPY1", + "ACVR1C", + "COLEC10", + "ACP2", + "APOLD1", + "CLEC4GP1", + "AHSP", + "ARHGEF16", + "AP2A2", + "AURKC", + "A1BG", + "ANKRA2", + "AAR2", + "ANKLE2", + "ASPN", + "ATF1", + "ADAM22", + "BDH2", + "CA14", + "ACSM1", + "CD109", + "AGAP4", + "ADAMTS16", + "AMER3", + "ANAPC15", + "AMELX", + "BMERB1", + "CAND2", + "ABRAXAS2", + "ACP5", + "ATRX", + "DHX30", + "CRTC3", + "ADAMTS10", + "AMHR2", + "AAAS", + "AQP1", + "ADARB1", + "ANKS4B", + "ALDH3A2", + "ADAMTSL1", + "CLLU1-AS1", + "AGT", + "FUZ", + "AMPD3", + "GARNL3", + "C1orf216", + "CAPN11", + "ARHGEF28", + "AQP4", + "ADCY4", + "ACSM2B", + "ANKRD24", + "ANAPC2", + "ARHGAP32", + "ADIPOR2", + "ACVR2A", + "ADGRF4", + "BRDT", + "BCL2L12", + "ANKRD20A8P", + "AP1S1", + "ACOX3", + "ACTBL2", + "ACTG1", + "AKIRIN2", + "BDNF-AS", + "ABCA9", + "CCAR2", + "CCDC27", + "C16orf87", + "ADAM8", + "AKAP14", + "AKR1A1", + "CDH7", + "ANOS1", + "AMPH", + "SCTR", + "ANKRD31", + "ABCA3", + "FAM225B", + "ANKIB1", + "DAZL", + "ARMH4", + "ATP5MC3", + "ASB16-AS1", + "AHSG", + "CALR3", + "ACBD5", + "BCO2", + "AICDA", + "AIG1", + "C10orf55", + "COL11A1", + "CDYL", + "BAHCC1", + "ADAM15", + "APOBEC3D", + "ANKRD54", + "ATAT1", + "BTNL2", + "AVP", + "FAM90A13", + "ARLN", + "AKAP6", + "BPESC1", + "ARHGEF25", + "CHRDL2", + "ADAMTS1", + "BRWD1-AS2", + "ATAD3B", + "BRI3BP", + "ADGRB2", + "ANO2", + "MGAT5", + "BRS3", + "BMAL2", + "ACOD1", + "AIF1", + "ATXN2L", + "ATRNL1", + "ANKRD18B", + "ABCD2", + "AGBL2", + "CLSTN2", + "LOC654780", + "CDKL3", + "ABCB1", + "ANKRD18A", + "ADGRL1", + "DAZ4", + "DUX3", + "ABI3", + "BMP2KL", + "ACADL", + "AZGP1", + "ADAM7", + "C7orf57", + "AAGAB", + "ATP10D", + "AADACL4", + "LILRA3", + "ASAH1", + "ACYP1", + "C3orf18", + "CBX8", + "ADGRE3", + "CACNA1A", + "AFDN", + "CENPL", + "CGREF1", + "AKIRIN1", + "ANAPC7", + "ATF6B", + "DHDH", + "COQ3", + "BCL9L", + "ADGRL3", + "BCAT1", + "AKNA", + "AMY2B", + "CCDC116", + "C1QBP", + "AMDHD2", + "ARMCX5", + "GLRA1", + "ASB12", + "TRIM42", + "CHD1L", + "ACO1", + "ANAPC4", + "DAPL1", + "ABCA1", + "DEFB103A", + "CHRM4", + "ACTN2", + "CHST2", + "CASP9", + "COL13A1", + "ADAM17", + "CFAP53", + "PAFAH1B3", + "C1orf53", + "ABO", + "CLEC4M", + "ABCC2", + "DLST", + "ADH4", + "CHDH", + "ANKUB1", + "ADAMTS4", + "CARD19", + "SNORD113-5", + "ANLN", + "AGPAT3", + "CFAP20", + "ADGRA3", + "ACOXL", + "ABITRAM", + "ANP32E", + "DRAXIN", + "CLDN3", + "ATP13A2", + "ABCC3", + "ANK1", + "ACYP2", + "AXIN2", + "CSNK1E", + "ANXA2P1", + "ALPK3", + "ATP6V1F", + "CDC14C", + "AKR1C4", + "AQP6", + "ATP6V1G3", + "DUOXA1", + "AASS", + "BIRC2", + "ANKRD20A2P", + "APMAP", + "ACR", + "ACAT1", + "DTX1", + "ANKRD20A11P", + "ANXA8", + "CNTNAP1", + "ARHGAP10", + "ATP5PD", + "ALYREF", + "AGAP6", + "ADGRA1", + "CRTAP", + "C5", + "CATSPERE", + "TMEM52", + "AGAP11", + "APEH", + "ARRDC1-AS1", + "AMPD1", + "ACTRT3", + "MIR302B", + "CLCN1", + "FANCB", + "ADIPOQ", + "HRG", + "BTBD16", + "ADAM18", + "BBIP1", + "ADORA2B", + "ADGRF1", + "APOL6", + "CLTCL1", + "FBXL2", + "LOC613038", + "KCTD21", + "CBLL1", + "ANKRD35", + "ARSB", + "CNTN4", + "CLIP3", + "ARHGAP5", + "MIR602", + "PBX3", + "COL5A3", + "ACAP2", + "CCDC42", + "ANKRD27", + "AP3D1", + "BST1", + "ACTA1", + "ABCC6P2", + "ADGRG7", + "CPNE9", + "NLRP3", + "C16orf78", + "AGPAT4", + "CPT1A", + "ARHGAP12", + "RASD2", + "GINS2", + "AGO2", + "ARID5B", + "EDIL3", + "IL1RAPL2", + "ABCB9", + "CITED1", + "CHRNB2", + "ARR3", + "C8orf58", + "EXD1", + "BAIAP2", + "EPS15L1", + "CARMIL1", + "BOC", + "CNR2", + "CARNS1", + "BMP3", + "RLBP1", + "ALG6", + "CLDN23", + "COL15A1", + "CCDC146", + "CLDN1", + "CCNK", + "COL4A5", + "ABCG4", + "AGRN", + "BARHL2", + "GDPD5", + "ANKRD40CL", + "ASB18", + "ARL14", + "FIGLA", + "CEACAM18", + "CLN8", + "ABTB3", + "APOC3", + "BMPER", + "C10orf53", + "BCAM", + "PADI3", + "FABP2", + "BNC2", + "BEND4", + "AFM", + "ACKR4", + "AGTR2", + "AWAT2", + "CCDC83", + "ASCC2", + "ANXA9", + "CDKN1B", + "LOC727980", + "AMMECR1", + "BDKRB2", + "BRD1", + "CAVIN4", + "ASPSCR1", + "LOC646804", + "AKR1C6P", + "GCK", + "CELF6", + "CSMD2", + "THOC6", + "E2F1", + "FAM90A16", + "ADAM19", + "CCDC144A", + "CHRM5", + "ADCY2", + "PKD1L1-AS1", + "IFITM5", + "CABIN1", + "INSM2", + "CRTC1", + "DUX4L8", + "KCNH5", + "AGO1", + "AXIN1", + "AGAP10P", + "CPE", + "C3AR1", + "IQUB", + "ADAMDEC1", + "CACNA1H", + "KCNH3", + "CLCA4", + "ALDH2", + "CCDC71", + "DNAH5", + "ALDH9A1", + "CACNG6", + "AHCY", + "BCHE", + "ANKRD2", + "CGB1", + "CPZ", + "PRODH2", + "ARMCX3", + "FST", + "AMBN", + "ALKBH7", + "AMFR", + "CHPF2", + "FTCD", + "CRLF1", + "ACSS3", + "BPY2", + "AP1M2", + "DEFB107B", + "AVPR1A", + "ATP5MF", + "ATP6V1B1", + "ANXA4", + "CFAP141", + "NQO2", + "ATP6V1G2", + "XKR7", + "FGFR2", + "ADRA2A", + "AMELY", + "TACC2", + "APRT", + "CERS4", + "CORO1B", + "NUS1P3", + "C20orf96", + "DPEP1", + "C1orf105", + "CACNA1F", + "BCAS4", + "ARL17A", + "ATP5MK", + "CCDC191", + "ANP32A", + "ARHGEF7", + "ATP12A", + "ADRB3", + "BIRC8", + "CHSY1", + "ARPC5", + "ETV5", + "KRTAP23-1", + "BZW1", + "DSCAML1", + "ADAMTS7", + "IER5L", + "FFAR4", + "CTSL3P", + "ASPHD1", + "C2CD6", + "ENPP6", + "ADIG", + "BLK", + "CLDN6", + "ATP2B4", + "MOCOS", + "BUD31", + "GLI4", + "CCNB2", + "ABCB6", + "CRYBB3", + "CFAP298-TCP10L", + "HDGF", + "FRAS1", + "CLEC11A", + "CSH1", + "ASIC1", + "ANKRD16", + "ADGB", + "MRGPRX1", + "C1S", + "APOB", + "ATE1", + "CAPNS2", + "CCDC162P", + "KIAA1217", + "ADA2", + "HPN", + "ARL13B", + "BAGE", + "CATSPERD", + "CHKB", + "CCHCR1", + "CDH18", + "BRD3OS", + "CLCNKA", + "COG7", + "ALDH3B1", + "CCL15", + "DLX6-AS1", + "ARHGAP8", + "NSMCE1", + "ATP5PF", + "L1CAM", + "FRK", + "ALDH3A1", + "CCDC13", + "BPIFB4", + "B3GNT7", + "BCO1", + "DYNC2H1", + "BCS1L", + "H3C2", + "ASB3", + "ADRM1", + "CLIP2", + "ARFIP2", + "CAD", + "CRCT1", + "KIAA1210", + "ABTB1", + "ABHD8", + "EGFL8", + "B3GNT3", + "BLCAP", + "ADHFE1", + "C12orf50", + "CA6", + "ELOA3BP", + "CEP72", + "ACTC1", + "CBR1", + "CCR5", + "CELP", + "CSF1", + "AGPS", + "FAM120C", + "ALG10", + "AKT2", + "CBLN1", + "LOC647264", + "KLK2", + "ANKRD53", + "FAM187B", + "CNTF", + "AGBL3", + "APOBEC4", + "AGAP9", + "CCDC152", + "OR1A1", + "OR8H1", + "CDCP1", + "CPLX1", + "CDRT4", + "EFNB1", + "RAD54L", + "FAAP24", + "TBX6", + "LINC00696", + "IFNA5", + "COMP", + "KCNJ5", + "SNORD51", + "DRGX", + "ATOSB", + "GPR83", + "LACC1", + "DRD3", + "SPIRE2", + "NPDC1", + "ARMS2", + "ARMC7", + "ABCF1", + "ATP6V0A1", + "RER1", + "PKD2L2", + "GRAMD1B", + "RBFA", + "C2CD4A", + "ALDH1A3", + "HENMT1", + "MIR524", + "ANXA10", + "ADD3", + "ANKRD11", + "CHRDL1", + "BCL10", + "CMC2", + "C17orf50", + "CXADRP2", + "ATP2A1", + "CA5A", + "ARL17B", + "AKR7A2", + "CCT4", + "WNT1", + "LOC100131496", + "MIR141", + "C11orf87", + "BAK1", + "ALKBH3", + "TMEM171", + "ARSJ", + "CRY2", + "ALKAL1", + "C1QL4", + "COX11", + "COX5B", + "BBLN", + "GLDC", + "CCDC144NL", + "MYL9", + "ASIC4", + "LIMA1", + "EPCIP", + "CD19", + "ADPRH", + "AGBL1", + "ZNF843", + "ATN1", + "ADGRD1", + "FGFR4", + "ISL2", + "HEBP1", + "BOD1", + "CCDC7", + "HSD11B1", + "ANKRD20A1", + "ALKBH5", + "DNAH17", + "CDC42EP2", + "MYL10", + "ARMC8", + "ARG2", + "CLHC1", + "AGK", + "FMN2", + "CENPM", + "BHLHE23", + "C2CD4D", + "LOC729218", + "LOC100130872", + "ABCG1", + "ACOT11", + "ARHGAP31", + "CES5A", + "AZU1", + "ASNSD1", + "HCRTR2", + "C11orf98", + "COL18A1-AS1", + "NXF4", + "ARMC3", + "DNAJC5B", + "CSPG4", + "KCMF1", + "ARRDC5", + "BLOC1S2", + "CCDC144CP", + "ADH5P4", + "ARF5", + "AUNIP", + "MIR629", + "C1QA", + "ANGPTL1", + "BAD", + "CD72", + "SNORD91B", + "HLA-C", + "CDK5RAP1", + "ELFN1", + "CDH22", + "SPACA5", + "ANKS1B", + "LRP3", + "CD300E", + "GPX3", + "LYSMD4", + "C2orf15", + "GPR152", + "FKSG49", + "AFF3", + "OMD", + "ADRB1", + "GEMIN4", + "C11orf16", + "CAPN14", + "ASB17", + "MPV17", + "MTSS2", + "OR8G2P", + "DMP1", + "MVK", + "ACLY", + "LZTS1", + "CD4", + "ADGRG1", + "GAS1", + "CLEC12B", + "CCK", + "CCIN", + "BTNL3", + "CASK", + "FAM210A", + "LCE4A", + "AMH", + "IL22", + "ATP1B1", + "CCNQP1", + "MIR620", + "GMDS", + "EPHA2", + "ADNP2", + "CD38", + "DERPC", + "DNAH14", + "HLA-DOB", + "DNHD1", + "ASCC1", + "CD101", + "DDX43", + "TRPM4", + "CHI3L2", + "CCDC85B", + "ARHGAP9", + "EIF4ENIF1", + "GJA4", + "MIR494", + "CDK9", + "DSCR9", + "MIR548Q", + "FAM87A", + "CNTNAP2", + "NAV3", + "ALS2CL", + "TOP1MT", + "MIR1915HG", + "NR2F2", + "EMID1", + "PPIL6", + "EME1", + "ACTR3B", + "C1orf21", + "ANKRD28", + "MAP1LC3C", + "CNGA4", + "CLBA1", + "ART5", + "BPI", + "C3orf38", + "LDLRAD3", + "ARHGAP19", + "AIFM1", + "ATP10A", + "PNKD", + "CARMIL2", + "AKAP10", + "CHRNB1", + "LIMD2", + "ANXA2", + "ACADS", + "KCNA1", + "DANCR", + "CYP4Z1", + "CHST1", + "AGPAT5", + "CABP5", + "EML5", + "DNAJC17", + "C3", + "RCN3", + "BBS10", + "BDH1", + "APOE", + "FAM219A", + "HNF1B", + "CCNB3", + "ACTL6A", + "ASB5", + "CD177", + "C1orf146", + "ATL3", + "MIRLET7C", + "MUC15", + "GCC2", + "INO80C", + "ASIC2", + "ZNF607", + "HOXA11-AS", + "ANKRD22", + "GRHL3", + "RCN1", + "GDF9", + "FAM120B", + "CCDC148", + "CFHR1", + "PBLD", + "CDK15", + "BICDL2", + "HAS1", + "C8orf74", + "CYP4Z2P", + "CEP63", + "LRRC36", + "PRSS53", + "CDK3", + "AASDH", + "ERICH4", + "KRT81", + "FAM90A20", + "CDH16", + "BORA", + "H2BC21", + "ACHE", + "ADSS1", + "DNAI3", + "PHLDB1", + "FAM170B", + "CSNK1A1P1", + "MIR455", + "DBX2", + "CDRT15P1", + "ENTPD1", + "AP1G1", + "KRCC1", + "B3GNT5", + "BAZ2A", + "CHAT", + "CFAP96", + "BTNL9", + "BABAM1", + "ADCY7", + "CDC42SE2", + "CREBL2", + "ADSS2", + "ALG5", + "GLYAT", + "BPHL", + "NWD2", + "AKR1C1", + "ABHD14B", + "HOXD10", + "ODAD3", + "DEFA6", + "CLK2", + "BAG3", + "FAM90A19", + "C2orf78", + "CPXM2", + "AGXT2", + "AKT1S1", + "GNRHR2", + "ADSL", + "NCK1", + "ARSK", + "CLIC4", + "GABRB1", + "KANK1", + "CD180", + "ARL8A", + "NMU", + "TMSB15A", + "CLPSL2", + "ATP1B2", + "DEFB130A", + "ATG2B", + "CXorf65", + "CCM2", + "ADCYAP1R1", + "C1GALT1", + "GIP", + "CAPN3", + "PRSS37", + "AGL", + "APIP", + "CAMTA2", + "ERCC6", + "CSNK1A1L", + "KLK5", + "ACTB", + "AQP11", + "COQ4", + "CALML3", + "GRM4", + "SVOP", + "MRPL9", + "SAMD13", + "CBLL2", + "MFSD5", + "MAGEA2B", + "LTC4S", + "FILIP1", + "AKAP11", + "GCOM1", + "RIN1", + "HDX", + "CXCR3", + "ANGPTL4", + "ARHGAP35", + "C12orf76", + "DOK5", + "AFF4", + "EXOSC2", + "ATP1A1-AS1", + "ADAMTS5", + "GTF2F1", + "ATP6V1E2", + "NR0B2", + "RBP1", + "FOXF2", + "CNTROB", + "CUL3", + "BNIP1", + "IL19", + "LOC151760", + "DDX56", + "BCL7B", + "PCDHGB8P", + "ELMOD2", + "DRD1", + "CD300LD-AS1", + "CALB1", + "BCAR4", + "CYP11B2", + "CD209", + "ADGRG3", + "CEP135", + "ARHGAP29", + "ENTR1", + "FGF17", + "LAMB2", + "SFMBT2", + "CMTM8", + "B4GALNT3", + "ABCD3", + "ATP2B2", + "UCK2", + "DCAF8L2", + "COL26A1", + "DUSP7", + "CMC4", + "AFG2B", + "OVGP1", + "MIR29B1", + "CAMK2A", + "CIAPIN1", + "HCG27", + "GATA1", + "CDK8", + "CARD11", + "CSPG5", + "CDCA2", + "AFAP1", + "DACT2", + "SPESP1", + "OBSL1", + "NEURL2", + "APOH", + "DMWD", + "C10orf71", + "MMP15", + "AP5M1", + "CTIF", + "RENBP", + "IRX5", + "TBPL2", + "ARL10", + "ADRA1B", + "DNAI1", + "RRH", + "SNORA25", + "AMZ1", + "DPPA2", + "KCNT2", + "ASIC5", + "INO80", + "DMAC2L", + "CCL17", + "MIR193B", + "CECR2", + "ARIH2OS", + "CCP110", + "FABP5P7", + "F10", + "CLTC", + "ARMCX5-GPRASP2", + "DHRS3", + "DDN", + "ECE2", + "DEFB131A", + "PGAM1", + "ADAMTS3", + "CDK6", + "CCDC142", + "MRO", + "BMP1", + "ABCA5", + "PAGE1", + "COMMD7", + "CCNF", + "CENPE", + "ZNF454", + "EHD3", + "COPRS", + "HSD3B2", + "GTF2A1L", + "BBS4", + "ASTN2", + "RBMY1A1", + "SUPT16H", + "AMY1A", + "CRMP1", + "ACTR8", + "CFAP61", + "DCUN1D2", + "BOLA3", + "ALDH1B1", + "CLASRP", + "DNAAF6", + "APEX1", + "TP73", + "CPA3", + "CTPS2", + "CENPU", + "BAG6", + "TTC31", + "CALHM1", + "MFSD2B", + "FASTKD5", + "CCKAR", + "EPYC", + "ASIC3", + "LIN54", + "FAM3A", + "C1QTNF5", + "PUDP", + "ATP2A3", + "IL6ST", + "KDM5D", + "FSCN2", + "CYP39A1", + "MRPL28", + "ASB4", + "CCL26", + "MARK1", + "IL12B", + "CHRNB3", + "FABP9", + "EGFL7", + "C15orf39", + "SCGB3A2", + "XAGE3", + "HDHD3", + "CMTM4", + "ACTR1A", + "ADGRB1", + "SNPH", + "MECR", + "STX5", + "SPACDR", + "DPRXP4", + "AOC3", + "ARL9", + "PRPF38B", + "EZH1", + "CDHR4", + "LAMB3", + "DIS3L", + "BATF", + "CLLU1", + "CEP126", + "DNAAF5", + "MAGEB3", + "CD9", + "ATP5F1C", + "GALP", + "LOC653303", + "RIMBP3C", + "H2AZ2", + "ASZ1", + "PRR30", + "ALMS1P1", + "WDR48", + "CABLES2", + "ARRDC2", + "CIBAR1", + "BIN1", + "BRME1", + "BAMBI", + "ADGRG5", + "LCE1E", + "LTB4R", + "CPNE4", + "C6orf52", + "EXOSC7", + "CYP7B1", + "ELAVL4", + "GIGYF1", + "WNT2B", + "AMN1", + "MYO1G", + "CASP8", + "COL6A1", + "SNORD119", + "COX14", + "FAM221B", + "AMMECR1L" + ], + "Coefficient": [ + 0.040859681788840745, + 0.03493290373510672, + 0.03205278224302097, + 0.031630752775939755, + 0.029910138657859103, + 0.028100358177550428, + 0.027891678968786675, + -0.02665223601566126, + -0.026433419844774163, + -0.026416640374154622, + -0.0257841888551948, + -0.025370860598183987, + 0.025016596346334217, + 0.024409290487729968, + -0.024152412049151063, + -0.023339294584924623, + 0.0230869670822895, + 0.023054587904889724, + -0.023013618575542585, + -0.022861071982324493, + -0.022730643926627513, + 0.022565612161011953, + 0.022308290222485923, + 0.022279084326207593, + 0.02221057064495853, + 0.02209533100814945, + 0.021642289161194487, + 0.021580543821220488, + -0.021391576621508854, + -0.020438686295544076, + -0.020139444897212463, + -0.019534778875857244, + 0.019380418734357193, + -0.01926411239965846, + 0.018484501991526393, + -0.01830767538052842, + 0.018019990616296184, + -0.017813226845390245, + -0.017761482014808917, + -0.017484828400156405, + -0.017393916037183443, + 0.017393024437543828, + -0.01730682555988889, + -0.017020613051962036, + 0.016635051268656217, + 0.015929383555446347, + -0.01572740725285997, + 0.015698495714471683, + 0.015693599723800526, + -0.015655912871185774, + -0.015641757965634932, + 0.0152878131701357, + -0.015187153958388147, + -0.014758323229962995, + 0.014751251594406092, + -0.014370604880665692, + -0.014252727120418252, + 0.014146218330358238, + 0.01379468355356506, + -0.013682034832255947, + -0.013549337747731937, + 0.013396599436411609, + 0.013325109164926114, + 0.013081941824567787, + 0.013069780554611115, + 0.0129638236078877, + -0.012863985850443618, + -0.012838277506808897, + -0.01261992703767829, + 0.01261556500783326, + 0.012547631118779616, + -0.012497182967167555, + 0.012422959888504177, + -0.012422035333243398, + -0.012401898200269369, + -0.012357799693678112, + 0.012342756941846653, + 0.012272121859255573, + -0.012263384318027246, + 0.012159429709514282, + 0.012129844929549233, + -0.011919907836936331, + 0.011906714844111889, + 0.011571074196914978, + 0.011562554002536876, + 0.011245157208359466, + -0.010926175079011368, + 0.010857751715383883, + -0.010835688958209034, + 0.010794114490450691, + -0.010719760457931533, + -0.010645238358838058, + -0.010641860344098522, + 0.010594104045956898, + 0.010528573304332385, + -0.010523010919475616, + 0.010389265041520563, + 0.010286043074585105, + 0.010249100277389027, + 0.010167052119892179, + -0.010003999734483396, + 0.009969403561213327, + -0.009967541283217245, + 0.00996354469620338, + 0.009886873175217987, + 0.00985368394858032, + -0.009841454490281346, + -0.009794388337076177, + -0.009786401031050343, + 0.009541704193902675, + -0.009541630787398366, + 0.009466137609495396, + 0.009435342818579686, + -0.009391206303946704, + 0.009390776095108213, + 0.00936043434857181, + 0.009251581041545954, + -0.009223136425834728, + 0.009209143676741235, + -0.009195601577919278, + 0.009095026858964716, + -0.009069015277558918, + -0.009042227418922513, + 0.009022375275300788, + -0.008976759798196577, + -0.008892825756698875, + 0.008860697391242737, + 0.008835610603331144, + -0.00881218462668243, + -0.008799490648895627, + -0.008797211036454916, + 0.00875687099293862, + -0.008727631672577141, + -0.008720631536065924, + -0.008715939762939478, + -0.008652711441173563, + 0.008639447091201206, + 0.008632888816738798, + -0.008562016242608644, + 0.008544487499451376, + -0.008532473605017136, + -0.008492755218257937, + -0.008400554688761346, + 0.008387699630075436, + 0.008124142929067256, + 0.008090326759409757, + 0.007913257652015294, + -0.007836636898665436, + -0.007831789581018569, + -0.007737407401381376, + 0.007728466498570847, + 0.007685957791040087, + -0.007677031539488659, + -0.007649372502597701, + 0.007611179829005298, + -0.007589055476458664, + 0.007579435242005946, + -0.007561156939156778, + 0.007537906067230549, + 0.007508837470158906, + 0.007424558946876333, + -0.0074067007323253406, + -0.007387287647344213, + 0.007378109611716511, + 0.007361505247029506, + 0.007315655827879147, + 0.007297412230866114, + -0.00717007334471897, + -0.007147229106077165, + 0.007133819532013216, + -0.0071337291064404035, + 0.00712861839996777, + -0.007041581458033066, + 0.0069763374305404765, + 0.0069063445294821986, + 0.006792024750749685, + 0.006673144331012758, + -0.0066576203957489305, + 0.006575416243647371, + -0.006516061107637879, + 0.006515785636071388, + -0.0064878600211094786, + -0.006458192207330248, + 0.006391405222475752, + -0.006379878295652879, + -0.006375945432773286, + 0.006375277814430973, + -0.006335475651246627, + -0.0063321419407027495, + 0.0063009917570212, + 0.006299487389797566, + 0.006263260131461395, + -0.006234326299563107, + -0.006207915456114077, + 0.006116292067490144, + 0.006105112560899432, + -0.00608705762584705, + 0.006001909133413352, + 0.005994109171716319, + 0.005993141448158951, + -0.005949059683568519, + 0.0059278633484090605, + 0.005905073173389141, + -0.005885097103170545, + 0.005848512941868964, + 0.005808307801111973, + 0.005778299339074247, + 0.005753554907487969, + 0.005739107555284253, + 0.005722822498159748, + 0.0057188591409255635, + -0.005684670639698621, + -0.005630924381893453, + -0.00559570807687567, + -0.005498856660851686, + 0.005497137664390146, + 0.005415558432607505, + 0.005398469921799215, + 0.005363981733148698, + -0.00535642375116695, + 0.0053181565762485785, + 0.00529230145339196, + 0.005291708450277541, + -0.005256322294106165, + -0.0052540624758786614, + -0.005226985516525968, + 0.005210000028915278, + -0.005194674337307121, + 0.005147641413681772, + 0.005114539498959888, + -0.005104216940128115, + -0.005050931516164332, + -0.005039108466948979, + -0.004979827234219836, + -0.0049375964448458, + -0.004925759633722941, + 0.004897296210679716, + -0.004806426360737931, + 0.00477367071561502, + -0.004754497288354577, + -0.004753546015964814, + 0.004742722405796249, + 0.004738705290970338, + -0.004733509171909868, + -0.004709718910815579, + -0.0046921516292216, + 0.004658945519290897, + 0.004634169744709754, + -0.004591263912001614, + 0.004582205978877372, + -0.004577544027566051, + 0.004568578572177057, + -0.004563519693903824, + 0.004556523533368851, + 0.00452851052960909, + -0.004512802697589871, + -0.004502816607278398, + -0.004501552855804576, + -0.004368022103820293, + -0.004359717758558956, + 0.004356469882135727, + 0.004352713626299842, + 0.004351136678128194, + -0.004334450908741554, + -0.0043162671284443935, + -0.004314758836857754, + -0.004313882441138198, + -0.004310817533586688, + 0.004288786244414509, + -0.00428110450243362, + -0.0042601620828303325, + -0.004254632569259571, + 0.004247481547034115, + -0.004242154838626206, + -0.004237754087583179, + -0.004224747627517547, + -0.004211376997210253, + -0.004196562927879747, + -0.004194472820678015, + 0.004180559544986511, + -0.004159590610061082, + -0.00415846817279323, + 0.004147884361779094, + 0.004147204072621303, + 0.004105993337340625, + -0.004101088343547771, + -0.0040780087569928, + 0.004068756994695219, + -0.004051110003773251, + -0.004029900064633536, + -0.0040133110836224, + -0.004002293424331384, + 0.003971569787314405, + 0.003948232246175483, + -0.003946940235208038, + 0.003939903908292257, + 0.003925311322870415, + -0.0038989635380237532, + -0.0038891699040436065, + 0.0038549390916869683, + -0.0038501604394474117, + -0.0038460333030864062, + -0.003840227440017196, + 0.003824959613306041, + -0.0037915523759688738, + -0.0037865465908203367, + 0.003784422590647891, + -0.0037691492815403243, + -0.003747884005481698, + -0.0037262912905895247, + -0.003725225073977399, + 0.003723122443019603, + 0.0036939462645311253, + -0.003674009291022011, + 0.0036692241686299256, + -0.003645172277700125, + -0.0036385927301804057, + 0.0036222708864630244, + -0.003615028640413397, + -0.0035960357637630884, + 0.0035957589889082596, + 0.0035784530292308357, + -0.00357709233145903, + 0.003576793390009555, + -0.0035555528223100586, + 0.0035488612648963687, + 0.003514515085531055, + -0.003493202818294443, + 0.0034855096010333814, + 0.0034794190230687944, + -0.003466565561633313, + 0.003459326812361796, + -0.003458506666078181, + 0.0034508605259012176, + 0.003432326027803506, + 0.003430344097465996, + -0.0034234131380339993, + -0.003374275665901998, + -0.0033739769978211602, + -0.003364905614072986, + -0.0033609053924973445, + -0.003338333010854615, + 0.003322147728779184, + -0.0033173683372060116, + -0.0032912742243706404, + 0.0032864502173329934, + -0.0032830647497896124, + 0.003280015967400385, + 0.003273205356143549, + 0.003262755464388212, + -0.0032573307672529505, + 0.0032420349345197923, + -0.0032412369874627663, + 0.003197383489450918, + -0.003197333554840334, + -0.0031937389585802345, + 0.0031802598556465735, + -0.0031782848850147086, + 0.003177473597757856, + -0.003177199041542212, + -0.0031704498252608537, + -0.0031698679380045757, + -0.0031604365636486074, + -0.003155425633262176, + 0.003150839454964378, + 0.0031396227193112923, + 0.0031218807579671574, + -0.0031046364860292572, + 0.003097710812167241, + -0.0030869156003737737, + 0.003083184167402231, + 0.003077185838472041, + -0.0030494945437888775, + 0.003046305521944086, + 0.0030435499754337026, + 0.0030245167150656192, + 0.0030193958985210195, + -0.003015435876577419, + -0.002999398020169595, + 0.0029803214334283216, + 0.002976291151224703, + -0.0029710450676509984, + 0.0029631540933556023, + -0.0029568147805624683, + 0.002940604960529541, + 0.0029137257916966074, + 0.002902865038876868, + 0.0028936794370369493, + -0.0028869433902446013, + -0.002860350626524541, + -0.0028563901431940806, + 0.0028559633458664574, + -0.0028444992861830407, + -0.0028405374921717176, + 0.0028247897016734093, + 0.0028164576060667867, + 0.0028150737205586925, + -0.002809684068845721, + -0.0027974828328058126, + -0.0027924420246019975, + 0.002773119715734786, + -0.0027473478152265154, + 0.0027469844991825066, + 0.002731628239366155, + 0.002673137001798257, + -0.0026576006573828122, + -0.0026451399017395276, + -0.0026447441878081524, + 0.002626775659100883, + 0.00262190815953526, + 0.0026021894835891526, + -0.0026021447204432175, + -0.0025898322711865067, + -0.002583238820162115, + 0.002568675065815938, + -0.002568510226991119, + -0.0025645082813914107, + -0.002563133717082926, + 0.0025403654340717848, + 0.002514758572398412, + 0.002509555097300795, + -0.002498254910089835, + 0.0024525913811603204, + 0.002449942337183897, + -0.002445355696339232, + 0.002440141527207884, + -0.002408858022325437, + -0.002402084819515511, + 0.0024008836098279272, + -0.0023972675739737806, + -0.0023699085772293915, + -0.002363190364559994, + -0.0023618542903538413, + 0.0023545560781487902, + 0.002348820546343186, + 0.0023063437127761994, + -0.0023001254216540898, + 0.002297400331391236, + -0.0022715000101082264, + 0.002255629953930067, + -0.00224976183652134, + 0.002243647159995246, + 0.0022323441180318137, + 0.002225802591692905, + -0.002222988974955271, + 0.0022087633513321538, + 0.0021918045521376085, + -0.0021739410657505053, + 0.0021708063015541696, + 0.002159461633556753, + 0.0021591621524704703, + -0.0021574508738890536, + -0.002150640853753111, + 0.0021455991775729297, + 0.002128270552737187, + -0.0021272767145348397, + -0.002122360342947556, + 0.002121987519173708, + 0.0021192287717555027, + -0.0021029318417718507, + 0.0020949410360394066, + -0.0020741983556957656, + 0.0020734455322525924, + 0.0020701099959053986, + 0.0020620939870633747, + 0.0020346107158436618, + -0.0020205138263593853, + -0.002010480722910268, + -0.0019792158057172055, + -0.001972879131579384, + -0.0019670194568054164, + -0.00195952876749758, + 0.0019492481587898931, + -0.0019327731779394002, + 0.0019182354206578158, + -0.0019141290155205908, + 0.0019135896004573764, + -0.0019129139674661884, + -0.0019079811066307346, + 0.00189515708992145, + 0.001895029749109148, + 0.001891910463403383, + 0.0018909041810154577, + 0.0018857555443116117, + 0.0018857178342640913, + 0.0018700798797172597, + -0.0018677933029446214, + -0.0018631565199336265, + 0.0018617961031892865, + 0.001858086459924421, + -0.0018546195261579246, + 0.0018546085524291695, + 0.0018465147450144868, + 0.0018422825327179687, + -0.0018298372103803815, + -0.0018295540051670232, + -0.0018246752826994014, + 0.0018086269832392346, + 0.001803860543215953, + 0.0017990583362649261, + -0.0017963381069050456, + 0.0017873170719905074, + 0.001786371983764091, + 0.001780567590576457, + -0.0017766673769158815, + 0.0017744298622376419, + 0.0017707069852095348, + -0.00176420873490079, + -0.001762799606693295, + 0.001757025458523161, + -0.0017474053797374232, + -0.0017464354669001648, + 0.0017248576652173539, + -0.0017120427318070804, + -0.0017090579389528074, + 0.0017080149321211768, + 0.00170223019441988, + 0.0016910656111060168, + -0.0016743096419628066, + 0.0016707882967916872, + 0.0016707814491499615, + -0.0016686803670057497, + 0.0016616070728799873, + 0.0016581622743893592, + 0.0016510020777338668, + 0.0016412559475130835, + -0.0016407709132091775, + 0.0016400213043399339, + -0.0016329064643404436, + 0.0016324391090593335, + -0.0016312462370638207, + 0.0016286783859823307, + -0.0016248813943781722, + 0.0016131275139191124, + -0.0016075676576454557, + 0.0015980629944726348, + 0.0015948211797954417, + 0.0015877194176487028, + -0.0015664300038047124, + -0.0015600697965981567, + 0.0015568652149491467, + 0.0015467211629123473, + 0.0015440412523729356, + 0.0015396811824480417, + -0.001538713182538346, + -0.001537378680922126, + 0.0015331723871947318, + -0.0015322556691321038, + 0.0015312698325399595, + 0.00153049532168507, + 0.0015278582792664745, + -0.001524527352163874, + 0.0015226474629569298, + -0.0015132219013055343, + 0.0015108888379995243, + -0.0015064232474305854, + -0.0015017380079494428, + 0.001492366264687702, + 0.0014847506419986124, + 0.0014823782800932085, + -0.0014614617539549643, + 0.0014576017647347104, + 0.0014551836973604494, + -0.0014456666805319283, + 0.001440837483854509, + -0.0014281333026951077, + 0.0014223520969236234, + -0.0014204874598684918, + -0.0014191922504888889, + 0.0014166944678566736, + 0.0014149580416221706, + -0.0014121643514876966, + -0.0014116977836377892, + 0.001391589746617168, + -0.001390932156263988, + 0.0013867194252377868, + 0.0013846960700056353, + 0.0013823310450303847, + -0.001381096399474535, + -0.0013791455435640167, + -0.001373224885059336, + -0.0013642584966804179, + -0.0013638813011165299, + 0.0013561269798907439, + -0.001353996176016658, + 0.0013539141764463952, + -0.0013514734567858463, + -0.0013506363962002184, + 0.0013495222284547485, + 0.0013476558085015564, + -0.0013472507401686006, + 0.0013466168509197812, + 0.0013407056466006695, + -0.0013364015465396426, + -0.0013316459629786684, + -0.0013310316551254663, + 0.0013305155549317943, + -0.0012956450502228292, + -0.0012919691882583729, + -0.0012740255084798663, + -0.001271640758148674, + -0.0012701148504165604, + 0.00126936030841744, + -0.001269273652462207, + -0.0012691510493850044, + 0.001262368862463236, + -0.0012623120058732318, + 0.0012532064301288847, + 0.0012377169769598217, + 0.0012373167524819958, + 0.0012327752143692888, + -0.0012327376130434023, + -0.0012263750264547805, + 0.0012185281111476544, + 0.0012180965139074386, + 0.0012175628101549426, + 0.0012089513424792192, + 0.0012042320744013947, + -0.0011984112745065268, + 0.001196807748145517, + 0.0011855879442229356, + -0.0011849208736988046, + -0.0011717714868163902, + 0.0011708277499759196, + -0.0011703048656449904, + 0.0011698204295245232, + -0.0011614989774934841, + 0.0011529607650783544, + -0.0011439577860822684, + 0.0011425565915183962, + -0.0011413049725041502, + 0.0011373081966326048, + -0.0011364549313291749, + 0.0011232685006621504, + 0.001116872942703723, + -0.0011152086234018793, + 0.0011148386864067179, + -0.0011023933812701274, + 0.0011016624770135255, + -0.0010962586055634869, + 0.0010957054836472262, + 0.0010910933941666178, + 0.001089951913121809, + -0.0010845619471727766, + -0.001084456025824873, + 0.001076827400913564, + -0.0010746352116554549, + -0.001064638497076086, + 0.0010597069967248698, + -0.001053604125558933, + 0.0010507757150661752, + -0.001044997038725499, + 0.0010442995590872633, + 0.0010362992153943055, + -0.0010310807403925125, + 0.0010308758014807313, + -0.0010299244944991877, + -0.0010273675230753419, + -0.0010197764458909865, + 0.0010180394394394723, + 0.0010164055270844433, + 0.0010079767290047332, + -0.00100692255459393, + 0.0010062476850307156, + -0.0010059169445446523, + 0.0010035607903925515, + -0.00100131012025781, + 0.0009998487078733092, + -0.0009978763566793965, + -0.000982597642857711, + -0.0009816982546387973, + -0.000979193229322027, + 0.0009747465962767772, + 0.0009737142394881128, + -0.000972580067249021, + -0.0009699522834006251, + 0.0009656931995774002, + 0.0009627941452189153, + -0.000956183415284577, + 0.0009438295602448417, + 0.0009409589082358215, + 0.0009355954331028322, + 0.0009318314281001488, + -0.0009248094776107085, + 0.0009206660768406553, + -0.0009127004901131386, + -0.0009109908330274469, + -0.0009109824878490353, + 0.0009013407974068429, + -0.0008979953764043744, + 0.0008888417555349977, + 0.0008795702824187131, + 0.0008727141714506015, + 0.0008701300493633362, + 0.0008686514998948466, + 0.0008684720634287882, + 0.0008653046440458915, + 0.0008649007528704748, + -0.0008648267663233897, + -0.0008643914478663042, + 0.0008598607186759675, + -0.0008587419397587091, + 0.0008550996949398221, + 0.0008545327518698174, + 0.0008533830278993558, + 0.000845929371642873, + -0.0008430050140841405, + -0.0008403036592245474, + -0.0008379384273321565, + 0.0008356168416329019, + 0.0008302126970885882, + -0.0008260049678290136, + -0.0008129738889719874, + -0.0008129202846982001, + 0.0008085106795613027, + -0.0008054026065639118, + 0.0008053026855968148, + -0.0008032384068196654, + -0.000800222711526259, + -0.0007988122288476961, + 0.0007980561499531904, + 0.0007970865237938698, + 0.0007961412242227872, + 0.0007934002338579512, + -0.0007931515987526695, + 0.0007873915801337484, + -0.0007832220190535291, + 0.0007722202329999381, + 0.0007645862472707688, + 0.0007630258037716308, + 0.0007603327209514539, + 0.00075994379505618, + 0.0007458530964293057, + 0.0007433852272169977, + -0.0007369297125972899, + -0.0007364674798779932, + -0.0007356567338591793, + -0.0007334210410587805, + -0.0007285177177433975, + -0.0007284704674103665, + 0.0007282930367050797, + 0.0007243044899157785, + -0.0007215116424471493, + 0.0007177878550045644, + 0.000711882014544007, + -0.0007107637859872561, + -0.0007095932899135142, + 0.0007009073215727551, + -0.0006977015285579656, + 0.0006932383571343546, + -0.000689083451520519, + -0.0006838109002099089, + 0.0006813623133114369, + -0.0006794990832989012, + 0.0006777561080195394, + 0.0006753873578503895, + 0.0006744355800969364, + -0.0006728206180690064, + -0.000671992836997391, + 0.0006705193538008731, + 0.0006690284787420192, + 0.0006683936575206917, + -0.0006675635816138847, + -0.0006672291769016369, + 0.0006671551874782135, + 0.0006659998324971114, + 0.000664599026461435, + 0.0006644497313062079, + 0.0006617249248943112, + 0.0006599458837232207, + 0.0006590234243647597, + -0.0006585010468676057, + 0.0006576053136246512, + -0.0006552732633601641, + 0.0006505920505123509, + -0.0006476895715705597, + -0.0006471194009140545, + 0.0006442960404374585, + 0.0006407294563315027, + 0.0006399592639713239, + 0.0006373572416432061, + 0.0006340458961168902, + 0.0006309104878204239, + 0.0006280880443540536, + 0.0006239034337536578, + -0.0006223714482800593, + 0.0006207342225518685, + 0.0006153080057383348, + 0.0006142307078661936, + 0.0006109512442997645, + -0.0006100242644668577, + 0.0006093373172399217, + -0.0006006112502120838, + 0.0005970908195635284, + -0.0005952727022850403, + 0.0005895323840251517, + -0.0005884146379168841, + -0.000584581160812873, + 0.000584069754014086, + 0.0005810353294105477, + -0.0005795099420082933, + 0.000576344186815583, + -0.0005726538942714762, + 0.000570839473700021, + 0.0005671865872154126, + -0.0005609103949391065, + 0.0005584757394944622, + -0.0005560980686157025, + -0.0005554032559666171, + 0.0005515795047625022, + 0.0005501283515368606, + -0.0005466058872712708, + -0.0005424668072695206, + -0.0005399894423087295, + -0.0005324114398483562, + 0.0005323008376035991, + -0.0005298101407617337, + -0.0005292663443228872, + -0.0005276540452918527, + 0.0005267177014120632, + -0.0005259075968931012, + 0.000525493513191885, + -0.0005217280674075147, + 0.0005195439898862079, + -0.000511434586436472, + 0.0005071118386473031, + 0.0005042513476453561, + -0.0005039431990574414, + 0.0005020460645676866, + -0.0004989756843049014, + -0.0004937001444382593, + 0.0004928125102531408, + -0.0004921001642865557, + 0.000490790541952386, + 0.0004902431620538547, + 0.0004880034191585782, + 0.0004878409022070408, + -0.000485828076667751, + -0.0004823697374886344, + -0.00048226628904037, + 0.0004821552962737546, + 0.00047818473968077387, + 0.0004753848253052436, + -0.0004678485785810639, + -0.0004676718276000023, + 0.0004669192414338576, + 0.00046077159286539524, + 0.0004598666180128395, + -0.0004598316545477721, + 0.00045872395168535695, + -0.00045674651079776385, + -0.00045528655869529717, + -0.0004552848698485336, + 0.00044409688814830257, + -0.00044373427872419747, + 0.0004412537858209438, + 0.0004399789525062476, + 0.0004384268147854159, + 0.0004368389846115981, + -0.00043359337198049753, + 0.0004323907503454923, + 0.0004287808825870769, + -0.000426865459322834, + -0.00041831333379799675, + -0.00041753700783295027, + 0.0004168646837674544, + 0.00041312966590119544, + 0.000410175832192953, + 0.0004019491035007063, + -0.0003959316645218858, + 0.00039584220808918893, + -0.000395196879210362, + -0.00039500437226568395, + -0.00039411723145087364, + -0.00038892700035455743, + 0.0003873109171193425, + 0.00038688631347766567, + -0.000383458415285718, + 0.00038037507215938216, + 0.00037640788493499593, + 0.00037588246952978725, + 0.00037403887124754615, + -0.0003702539469528771, + -0.0003677365571968661, + 0.00036386445593751575, + 0.0003628234902819893, + -0.0003618145492571301, + -0.0003617990186772988, + 0.0003612791420707886, + -0.0003566446442846064, + -0.00035583156923900666, + -0.00035556909050069155, + -0.00035502847218077746, + 0.0003531898243326785, + -0.0003529845252730868, + 0.0003494323314822496, + 0.0003492127928244686, + 0.0003458413300621636, + -0.00034355069329412597, + -0.0003365985065547639, + 0.0003337921611435413, + -0.00033260410309260234, + -0.0003309156704718167, + 0.0003277059882845528, + 0.00032699161428766224, + -0.00032668353881710164, + -0.0003260153150781239, + -0.0003214932883889597, + -0.00032121283374388727, + 0.00031863892546653614, + 0.00031662986894601174, + -0.00031596919609990236, + -0.00031445443299706716, + 0.00031063979760667724, + 0.0003071183157712904, + 0.0003069526241112368, + 0.00030590694994521634, + 0.00030484081127224596, + 0.0003025407155683325, + -0.0003018197850744672, + 0.00030119418367138297, + -0.00029573054748381844, + -0.0002950709799481627, + 0.0002946741360989036, + -0.0002932009113373458, + -0.0002898586628313251, + 0.0002871542349479461, + 0.0002866227209713379, + -0.0002845127618021743, + -0.0002821411210431199, + 0.00027786853170161835, + -0.0002768380151614876, + 0.00027633181971683526, + -0.00027470900911208857, + 0.00027318459424866687, + -0.00027298194135035015, + 0.00027169276226667537, + -0.0002659343398853305, + 0.00026521518306025203, + 0.00026141007647480767, + 0.00026088443962778434, + -0.0002589333392432702, + 0.0002582808407531217, + 0.00025827294778862355, + 0.00025684322866776754, + 0.0002565551515828391, + 0.00025524020170906796, + 0.00025433470800158156, + -0.0002511234639918525, + -0.00025102389628565633, + -0.00024890136433278377, + 0.00024601015574539896, + -0.00024567266971401656, + 0.0002450278977457948, + 0.00024134452314795256, + -0.00024045405322140642, + 0.0002394899242257576, + -0.00023867813194321447, + 0.0002382304755468167, + 0.0002375144009833452, + -0.0002366803326364844, + 0.00023641751613441266, + -0.0002355632840001781, + 0.00023496127427831537, + 0.0002323967268384478, + -0.0002317817854300519, + 0.00023032738706672248, + -0.00022982952543767907, + 0.0002297114832060147, + 0.0002273590473119515, + 0.00022718895914849727, + 0.0002241806953456036, + 0.00022354755614833257, + 0.00022333273709402622, + 0.00021715347756503034, + 0.0002169911871830615, + 0.00021614940178903914, + 0.00021517109009987982, + 0.00021254385561969374, + 0.00021232820938466867, + 0.0002115787747782465, + -0.00020997530330260134, + -0.00020976450140632722, + -0.00020969731702406947, + 0.00020857310069961668, + 0.00020805331474185845, + -0.00020561004136399264, + -0.00020432087418624482, + 0.00020217866927854582, + -0.00020201136719395237, + -0.00020012517527750803, + -0.00019946995591258655, + 0.00019909715224616432, + -0.00019753882820618886, + -0.00019630031422644846, + -0.0001954102167713791, + 0.00019307369685683866, + 0.00019212944888645205, + 0.0001906925396835469, + -0.00019042083762769126, + -0.00018719418410249186, + -0.0001868267597518082, + -0.00018566237097305472, + -0.0001835268447852985, + -0.000183346866226439, + 0.00018276137770822606, + -0.00018153674846730627, + -0.00017884648998617035, + 0.0001787800787743141, + 0.00017756001226549258, + -0.00017664919230971695, + -0.00017557128294601643, + 0.00017369990956025045, + 0.0001725698830690413, + 0.00017154216535393153, + -0.00017153881435284918, + 0.00016738315507207167, + -0.00016644396034607448, + 0.00016538307531452226, + -0.00016519486762192408, + 0.00016488474458866133, + -0.000162375927238478, + 0.0001622916852478276, + -0.00016194302162050248, + 0.00016178871881447607, + -0.00016117210237840467, + -0.00015900330875211788, + 0.00015533328395883045, + 0.00015351320897699652, + -0.00015127557390272222, + -0.00014710968742681873, + 0.00014601510025636012, + 0.0001454276118509511, + -0.00014484114342016598, + 0.00014469471262164898, + -0.0001433184859245361, + 0.00014095327566627342, + -0.00013946693689101427, + -0.0001388007092868953, + -0.00013552386317545927, + -0.00013395773195293298, + -0.00013373356527993606, + 0.0001332520291964605, + 0.0001327644700543545, + 0.00013135973967193647, + -0.0001311671568575328, + -0.00012866963025264484, + 0.00012718948342838835, + -0.00012637741038006598, + 0.00012627090516223943, + -0.00012610513795131058, + 0.00012481685541860285, + 0.00012240982827344267, + -0.0001223639173600309, + 0.0001202621962992586, + -0.00012000057462487229, + -0.00011759427738665058, + -0.00011647926574568116, + 0.0001159045145906754, + 0.00011503333213846917, + -0.00011105923962679328, + 0.00010900960540715365, + 0.00010462686629815228, + -0.00010435454867917441, + 0.00010162727645452946, + -0.00010135708701435126, + 9.950373490543768e-05, + 9.93658557863012e-05, + 9.925397900119422e-05, + -9.785622100772275e-05, + 9.784991377292078e-05, + -9.734056302421381e-05, + 9.601709470863418e-05, + 9.581598466754127e-05, + -9.213766887754581e-05, + 9.201458620052068e-05, + -9.161888290376226e-05, + -9.111177869979142e-05, + -9.064241600633657e-05, + 8.904992476566729e-05, + -8.773888728541247e-05, + 8.765440419684483e-05, + -8.764550246924558e-05, + 8.760013849322581e-05, + -8.744588392240456e-05, + 8.588935305667384e-05, + 8.491766789360114e-05, + -8.48547239799197e-05, + -8.287408670093584e-05, + -8.262438188966404e-05, + 8.17963209331053e-05, + 8.077927375252712e-05, + -8.061293287222298e-05, + 8.037912609287682e-05, + 8.027756442237062e-05, + 8.010096737019196e-05, + 7.872344619335583e-05, + 7.711191235880676e-05, + 7.665460345866165e-05, + -7.610525083197722e-05, + 7.590049428778231e-05, + -7.472303509854103e-05, + 7.394155338129645e-05, + -7.189460363623376e-05, + 7.136423703893064e-05, + -7.113177542260854e-05, + 6.850405196877739e-05, + 6.824239775823434e-05, + -6.675259877914497e-05, + 6.580747316681088e-05, + 6.452143399656608e-05, + 6.428366342858149e-05, + 6.396391028314939e-05, + 6.371238362772905e-05, + -6.33531143458954e-05, + -6.27848808920914e-05, + 6.238166907089234e-05, + -6.198354070531077e-05, + 5.9970999859387556e-05, + 5.811670424528912e-05, + 5.776003217667464e-05, + -5.741054257328636e-05, + 5.722601056410247e-05, + -5.70306327247624e-05, + 5.5353280119493577e-05, + -5.424767155218154e-05, + 5.3745199002498875e-05, + -5.335756098736074e-05, + 5.325404809733126e-05, + 5.193450522741894e-05, + -5.1148646141173395e-05, + -4.99236001636992e-05, + -4.901516459679989e-05, + -4.8451929558096154e-05, + 4.827200442411281e-05, + 4.752626716757975e-05, + 4.6751220112112124e-05, + 4.635070958873238e-05, + 4.523366842880709e-05, + -4.49659488565813e-05, + -4.447062065982452e-05, + -4.424054286116376e-05, + 4.4122055863798026e-05, + 4.229535755155071e-05, + -4.198510168099941e-05, + 4.175363585490155e-05, + -4.124595603006796e-05, + -3.942256043484183e-05, + -3.9371068771311115e-05, + -3.93679304122772e-05, + -3.868296901155207e-05, + 3.815594595283205e-05, + -3.6980054225665646e-05, + -3.528160919232836e-05, + 3.498785254413726e-05, + -3.4479287910097916e-05, + 3.316859529488124e-05, + 3.316473488680409e-05, + 3.292372286001424e-05, + -3.2675951074616524e-05, + -3.267216332972852e-05, + 3.2636621454937394e-05, + -3.2511331045884384e-05, + 3.181330596841484e-05, + 3.1561296610311716e-05, + 3.127862218189005e-05, + 3.0624035314405646e-05, + -2.9814939631827898e-05, + 2.91604574094884e-05, + 2.8933523019295983e-05, + 2.8879276185915086e-05, + -2.8739063380292927e-05, + -2.7798725734890068e-05, + -2.7591123615946998e-05, + -2.6999198439941447e-05, + 2.5420536197200773e-05, + -2.536871083835796e-05, + 2.5087632285334068e-05, + 2.4532109212697857e-05, + -2.2133742820079728e-05, + -1.9997393443977093e-05, + -1.919822359432251e-05, + 1.9137565554182353e-05, + 1.882302802896796e-05, + 1.8468879926823686e-05, + 1.822392876878564e-05, + -1.7979650635143132e-05, + 1.777815592260043e-05, + 1.74416174746734e-05, + -1.740847770257427e-05, + -1.7293222122987455e-05, + -1.707715428614882e-05, + 1.6560327187163732e-05, + 1.6018030070371633e-05, + -1.55305758153979e-05, + -1.5150658322491305e-05, + 1.4903921710002783e-05, + -1.4459435421575747e-05, + 1.4073230382795447e-05, + -1.3857716151092045e-05, + -1.385035128402415e-05, + 1.364365378349991e-05, + -1.3220512922717556e-05, + 1.3157626449713118e-05, + 1.3086877835749212e-05, + -1.2678685108158984e-05, + 1.2558624336388726e-05, + 1.1965274721620562e-05, + 1.1636828582855667e-05, + 1.1614091181522201e-05, + 1.1512709918857281e-05, + 1.116616406639431e-05, + 1.0907361626251128e-05, + -1.0496256698172061e-05, + -1.0480575284573555e-05, + 1.0175301595401881e-05, + -1.003210062444906e-05, + 9.895633933690053e-06, + 9.670633681313118e-06, + 9.645789567102963e-06, + 9.05885535552882e-06, + 8.991147938715464e-06, + 8.789315529511485e-06, + -8.685185339249003e-06, + 8.67144458869757e-06, + 8.555289526809888e-06, + -8.47025952749673e-06, + -8.412512624293834e-06, + -8.258167328758476e-06, + 7.977727465399041e-06, + 7.79082889339485e-06, + -7.646921097257511e-06, + -7.572559219735337e-06, + 7.358427742016527e-06, + 7.273447370248563e-06, + -7.216513150856072e-06, + 7.165237189589261e-06, + 6.273236354361844e-06, + 6.063051563946088e-06, + -5.7770830182623856e-06, + 5.4038170849700445e-06, + 4.908338150567873e-06, + 4.843227896539345e-06, + -4.739271741401076e-06, + 4.520040642481876e-06, + -4.4701219299162745e-06, + 4.37465805155601e-06, + 3.97490250743892e-06, + 3.949246146838334e-06, + 3.6295293669240004e-06, + -3.3926140010278786e-06, + -3.257857697883659e-06, + 3.002233792962819e-06, + -2.943461674567233e-06, + -2.581712036145951e-06, + -2.5542827859068347e-06, + 2.4099576925164305e-06, + 2.33782054968844e-06, + 2.2706333168691452e-06, + -2.2247753603402386e-06, + 2.035357651419926e-06, + -2.0178246440295936e-06, + 1.722185212202933e-06, + -1.5260399828910847e-06, + -1.055920838650593e-06, + 8.992375861244789e-07, + 8.470690670851456e-07, + 8.197149242153451e-07, + 7.434984119321181e-07, + 6.089175288970144e-07, + 6.075730430491949e-07, + -5.2751107974493e-07, + 4.825971736931522e-07, + 3.818635650330759e-07, + -2.00629101366769e-07, + 1.681513393049796e-07, + 1.374829450074022e-07, + 1.0837293411014339e-07, + -5.763695782833341e-08, + -4.2638019676164555e-08, + 3.294151004660103e-08, + -2.2353859408954145e-08, + 6.428157887234513e-09 + ], + "Absolute Coefficient": [ + 0.040859681788840745, + 0.03493290373510672, + 0.03205278224302097, + 0.031630752775939755, + 0.029910138657859103, + 0.028100358177550428, + 0.027891678968786675, + 0.02665223601566126, + 0.026433419844774163, + 0.026416640374154622, + 0.0257841888551948, + 0.025370860598183987, + 0.025016596346334217, + 0.024409290487729968, + 0.024152412049151063, + 0.023339294584924623, + 0.0230869670822895, + 0.023054587904889724, + 0.023013618575542585, + 0.022861071982324493, + 0.022730643926627513, + 0.022565612161011953, + 0.022308290222485923, + 0.022279084326207593, + 0.02221057064495853, + 0.02209533100814945, + 0.021642289161194487, + 0.021580543821220488, + 0.021391576621508854, + 0.020438686295544076, + 0.020139444897212463, + 0.019534778875857244, + 0.019380418734357193, + 0.01926411239965846, + 0.018484501991526393, + 0.01830767538052842, + 0.018019990616296184, + 0.017813226845390245, + 0.017761482014808917, + 0.017484828400156405, + 0.017393916037183443, + 0.017393024437543828, + 0.01730682555988889, + 0.017020613051962036, + 0.016635051268656217, + 0.015929383555446347, + 0.01572740725285997, + 0.015698495714471683, + 0.015693599723800526, + 0.015655912871185774, + 0.015641757965634932, + 0.0152878131701357, + 0.015187153958388147, + 0.014758323229962995, + 0.014751251594406092, + 0.014370604880665692, + 0.014252727120418252, + 0.014146218330358238, + 0.01379468355356506, + 0.013682034832255947, + 0.013549337747731937, + 0.013396599436411609, + 0.013325109164926114, + 0.013081941824567787, + 0.013069780554611115, + 0.0129638236078877, + 0.012863985850443618, + 0.012838277506808897, + 0.01261992703767829, + 0.01261556500783326, + 0.012547631118779616, + 0.012497182967167555, + 0.012422959888504177, + 0.012422035333243398, + 0.012401898200269369, + 0.012357799693678112, + 0.012342756941846653, + 0.012272121859255573, + 0.012263384318027246, + 0.012159429709514282, + 0.012129844929549233, + 0.011919907836936331, + 0.011906714844111889, + 0.011571074196914978, + 0.011562554002536876, + 0.011245157208359466, + 0.010926175079011368, + 0.010857751715383883, + 0.010835688958209034, + 0.010794114490450691, + 0.010719760457931533, + 0.010645238358838058, + 0.010641860344098522, + 0.010594104045956898, + 0.010528573304332385, + 0.010523010919475616, + 0.010389265041520563, + 0.010286043074585105, + 0.010249100277389027, + 0.010167052119892179, + 0.010003999734483396, + 0.009969403561213327, + 0.009967541283217245, + 0.00996354469620338, + 0.009886873175217987, + 0.00985368394858032, + 0.009841454490281346, + 0.009794388337076177, + 0.009786401031050343, + 0.009541704193902675, + 0.009541630787398366, + 0.009466137609495396, + 0.009435342818579686, + 0.009391206303946704, + 0.009390776095108213, + 0.00936043434857181, + 0.009251581041545954, + 0.009223136425834728, + 0.009209143676741235, + 0.009195601577919278, + 0.009095026858964716, + 0.009069015277558918, + 0.009042227418922513, + 0.009022375275300788, + 0.008976759798196577, + 0.008892825756698875, + 0.008860697391242737, + 0.008835610603331144, + 0.00881218462668243, + 0.008799490648895627, + 0.008797211036454916, + 0.00875687099293862, + 0.008727631672577141, + 0.008720631536065924, + 0.008715939762939478, + 0.008652711441173563, + 0.008639447091201206, + 0.008632888816738798, + 0.008562016242608644, + 0.008544487499451376, + 0.008532473605017136, + 0.008492755218257937, + 0.008400554688761346, + 0.008387699630075436, + 0.008124142929067256, + 0.008090326759409757, + 0.007913257652015294, + 0.007836636898665436, + 0.007831789581018569, + 0.007737407401381376, + 0.007728466498570847, + 0.007685957791040087, + 0.007677031539488659, + 0.007649372502597701, + 0.007611179829005298, + 0.007589055476458664, + 0.007579435242005946, + 0.007561156939156778, + 0.007537906067230549, + 0.007508837470158906, + 0.007424558946876333, + 0.0074067007323253406, + 0.007387287647344213, + 0.007378109611716511, + 0.007361505247029506, + 0.007315655827879147, + 0.007297412230866114, + 0.00717007334471897, + 0.007147229106077165, + 0.007133819532013216, + 0.0071337291064404035, + 0.00712861839996777, + 0.007041581458033066, + 0.0069763374305404765, + 0.0069063445294821986, + 0.006792024750749685, + 0.006673144331012758, + 0.0066576203957489305, + 0.006575416243647371, + 0.006516061107637879, + 0.006515785636071388, + 0.0064878600211094786, + 0.006458192207330248, + 0.006391405222475752, + 0.006379878295652879, + 0.006375945432773286, + 0.006375277814430973, + 0.006335475651246627, + 0.0063321419407027495, + 0.0063009917570212, + 0.006299487389797566, + 0.006263260131461395, + 0.006234326299563107, + 0.006207915456114077, + 0.006116292067490144, + 0.006105112560899432, + 0.00608705762584705, + 0.006001909133413352, + 0.005994109171716319, + 0.005993141448158951, + 0.005949059683568519, + 0.0059278633484090605, + 0.005905073173389141, + 0.005885097103170545, + 0.005848512941868964, + 0.005808307801111973, + 0.005778299339074247, + 0.005753554907487969, + 0.005739107555284253, + 0.005722822498159748, + 0.0057188591409255635, + 0.005684670639698621, + 0.005630924381893453, + 0.00559570807687567, + 0.005498856660851686, + 0.005497137664390146, + 0.005415558432607505, + 0.005398469921799215, + 0.005363981733148698, + 0.00535642375116695, + 0.0053181565762485785, + 0.00529230145339196, + 0.005291708450277541, + 0.005256322294106165, + 0.0052540624758786614, + 0.005226985516525968, + 0.005210000028915278, + 0.005194674337307121, + 0.005147641413681772, + 0.005114539498959888, + 0.005104216940128115, + 0.005050931516164332, + 0.005039108466948979, + 0.004979827234219836, + 0.0049375964448458, + 0.004925759633722941, + 0.004897296210679716, + 0.004806426360737931, + 0.00477367071561502, + 0.004754497288354577, + 0.004753546015964814, + 0.004742722405796249, + 0.004738705290970338, + 0.004733509171909868, + 0.004709718910815579, + 0.0046921516292216, + 0.004658945519290897, + 0.004634169744709754, + 0.004591263912001614, + 0.004582205978877372, + 0.004577544027566051, + 0.004568578572177057, + 0.004563519693903824, + 0.004556523533368851, + 0.00452851052960909, + 0.004512802697589871, + 0.004502816607278398, + 0.004501552855804576, + 0.004368022103820293, + 0.004359717758558956, + 0.004356469882135727, + 0.004352713626299842, + 0.004351136678128194, + 0.004334450908741554, + 0.0043162671284443935, + 0.004314758836857754, + 0.004313882441138198, + 0.004310817533586688, + 0.004288786244414509, + 0.00428110450243362, + 0.0042601620828303325, + 0.004254632569259571, + 0.004247481547034115, + 0.004242154838626206, + 0.004237754087583179, + 0.004224747627517547, + 0.004211376997210253, + 0.004196562927879747, + 0.004194472820678015, + 0.004180559544986511, + 0.004159590610061082, + 0.00415846817279323, + 0.004147884361779094, + 0.004147204072621303, + 0.004105993337340625, + 0.004101088343547771, + 0.0040780087569928, + 0.004068756994695219, + 0.004051110003773251, + 0.004029900064633536, + 0.0040133110836224, + 0.004002293424331384, + 0.003971569787314405, + 0.003948232246175483, + 0.003946940235208038, + 0.003939903908292257, + 0.003925311322870415, + 0.0038989635380237532, + 0.0038891699040436065, + 0.0038549390916869683, + 0.0038501604394474117, + 0.0038460333030864062, + 0.003840227440017196, + 0.003824959613306041, + 0.0037915523759688738, + 0.0037865465908203367, + 0.003784422590647891, + 0.0037691492815403243, + 0.003747884005481698, + 0.0037262912905895247, + 0.003725225073977399, + 0.003723122443019603, + 0.0036939462645311253, + 0.003674009291022011, + 0.0036692241686299256, + 0.003645172277700125, + 0.0036385927301804057, + 0.0036222708864630244, + 0.003615028640413397, + 0.0035960357637630884, + 0.0035957589889082596, + 0.0035784530292308357, + 0.00357709233145903, + 0.003576793390009555, + 0.0035555528223100586, + 0.0035488612648963687, + 0.003514515085531055, + 0.003493202818294443, + 0.0034855096010333814, + 0.0034794190230687944, + 0.003466565561633313, + 0.003459326812361796, + 0.003458506666078181, + 0.0034508605259012176, + 0.003432326027803506, + 0.003430344097465996, + 0.0034234131380339993, + 0.003374275665901998, + 0.0033739769978211602, + 0.003364905614072986, + 0.0033609053924973445, + 0.003338333010854615, + 0.003322147728779184, + 0.0033173683372060116, + 0.0032912742243706404, + 0.0032864502173329934, + 0.0032830647497896124, + 0.003280015967400385, + 0.003273205356143549, + 0.003262755464388212, + 0.0032573307672529505, + 0.0032420349345197923, + 0.0032412369874627663, + 0.003197383489450918, + 0.003197333554840334, + 0.0031937389585802345, + 0.0031802598556465735, + 0.0031782848850147086, + 0.003177473597757856, + 0.003177199041542212, + 0.0031704498252608537, + 0.0031698679380045757, + 0.0031604365636486074, + 0.003155425633262176, + 0.003150839454964378, + 0.0031396227193112923, + 0.0031218807579671574, + 0.0031046364860292572, + 0.003097710812167241, + 0.0030869156003737737, + 0.003083184167402231, + 0.003077185838472041, + 0.0030494945437888775, + 0.003046305521944086, + 0.0030435499754337026, + 0.0030245167150656192, + 0.0030193958985210195, + 0.003015435876577419, + 0.002999398020169595, + 0.0029803214334283216, + 0.002976291151224703, + 0.0029710450676509984, + 0.0029631540933556023, + 0.0029568147805624683, + 0.002940604960529541, + 0.0029137257916966074, + 0.002902865038876868, + 0.0028936794370369493, + 0.0028869433902446013, + 0.002860350626524541, + 0.0028563901431940806, + 0.0028559633458664574, + 0.0028444992861830407, + 0.0028405374921717176, + 0.0028247897016734093, + 0.0028164576060667867, + 0.0028150737205586925, + 0.002809684068845721, + 0.0027974828328058126, + 0.0027924420246019975, + 0.002773119715734786, + 0.0027473478152265154, + 0.0027469844991825066, + 0.002731628239366155, + 0.002673137001798257, + 0.0026576006573828122, + 0.0026451399017395276, + 0.0026447441878081524, + 0.002626775659100883, + 0.00262190815953526, + 0.0026021894835891526, + 0.0026021447204432175, + 0.0025898322711865067, + 0.002583238820162115, + 0.002568675065815938, + 0.002568510226991119, + 0.0025645082813914107, + 0.002563133717082926, + 0.0025403654340717848, + 0.002514758572398412, + 0.002509555097300795, + 0.002498254910089835, + 0.0024525913811603204, + 0.002449942337183897, + 0.002445355696339232, + 0.002440141527207884, + 0.002408858022325437, + 0.002402084819515511, + 0.0024008836098279272, + 0.0023972675739737806, + 0.0023699085772293915, + 0.002363190364559994, + 0.0023618542903538413, + 0.0023545560781487902, + 0.002348820546343186, + 0.0023063437127761994, + 0.0023001254216540898, + 0.002297400331391236, + 0.0022715000101082264, + 0.002255629953930067, + 0.00224976183652134, + 0.002243647159995246, + 0.0022323441180318137, + 0.002225802591692905, + 0.002222988974955271, + 0.0022087633513321538, + 0.0021918045521376085, + 0.0021739410657505053, + 0.0021708063015541696, + 0.002159461633556753, + 0.0021591621524704703, + 0.0021574508738890536, + 0.002150640853753111, + 0.0021455991775729297, + 0.002128270552737187, + 0.0021272767145348397, + 0.002122360342947556, + 0.002121987519173708, + 0.0021192287717555027, + 0.0021029318417718507, + 0.0020949410360394066, + 0.0020741983556957656, + 0.0020734455322525924, + 0.0020701099959053986, + 0.0020620939870633747, + 0.0020346107158436618, + 0.0020205138263593853, + 0.002010480722910268, + 0.0019792158057172055, + 0.001972879131579384, + 0.0019670194568054164, + 0.00195952876749758, + 0.0019492481587898931, + 0.0019327731779394002, + 0.0019182354206578158, + 0.0019141290155205908, + 0.0019135896004573764, + 0.0019129139674661884, + 0.0019079811066307346, + 0.00189515708992145, + 0.001895029749109148, + 0.001891910463403383, + 0.0018909041810154577, + 0.0018857555443116117, + 0.0018857178342640913, + 0.0018700798797172597, + 0.0018677933029446214, + 0.0018631565199336265, + 0.0018617961031892865, + 0.001858086459924421, + 0.0018546195261579246, + 0.0018546085524291695, + 0.0018465147450144868, + 0.0018422825327179687, + 0.0018298372103803815, + 0.0018295540051670232, + 0.0018246752826994014, + 0.0018086269832392346, + 0.001803860543215953, + 0.0017990583362649261, + 0.0017963381069050456, + 0.0017873170719905074, + 0.001786371983764091, + 0.001780567590576457, + 0.0017766673769158815, + 0.0017744298622376419, + 0.0017707069852095348, + 0.00176420873490079, + 0.001762799606693295, + 0.001757025458523161, + 0.0017474053797374232, + 0.0017464354669001648, + 0.0017248576652173539, + 0.0017120427318070804, + 0.0017090579389528074, + 0.0017080149321211768, + 0.00170223019441988, + 0.0016910656111060168, + 0.0016743096419628066, + 0.0016707882967916872, + 0.0016707814491499615, + 0.0016686803670057497, + 0.0016616070728799873, + 0.0016581622743893592, + 0.0016510020777338668, + 0.0016412559475130835, + 0.0016407709132091775, + 0.0016400213043399339, + 0.0016329064643404436, + 0.0016324391090593335, + 0.0016312462370638207, + 0.0016286783859823307, + 0.0016248813943781722, + 0.0016131275139191124, + 0.0016075676576454557, + 0.0015980629944726348, + 0.0015948211797954417, + 0.0015877194176487028, + 0.0015664300038047124, + 0.0015600697965981567, + 0.0015568652149491467, + 0.0015467211629123473, + 0.0015440412523729356, + 0.0015396811824480417, + 0.001538713182538346, + 0.001537378680922126, + 0.0015331723871947318, + 0.0015322556691321038, + 0.0015312698325399595, + 0.00153049532168507, + 0.0015278582792664745, + 0.001524527352163874, + 0.0015226474629569298, + 0.0015132219013055343, + 0.0015108888379995243, + 0.0015064232474305854, + 0.0015017380079494428, + 0.001492366264687702, + 0.0014847506419986124, + 0.0014823782800932085, + 0.0014614617539549643, + 0.0014576017647347104, + 0.0014551836973604494, + 0.0014456666805319283, + 0.001440837483854509, + 0.0014281333026951077, + 0.0014223520969236234, + 0.0014204874598684918, + 0.0014191922504888889, + 0.0014166944678566736, + 0.0014149580416221706, + 0.0014121643514876966, + 0.0014116977836377892, + 0.001391589746617168, + 0.001390932156263988, + 0.0013867194252377868, + 0.0013846960700056353, + 0.0013823310450303847, + 0.001381096399474535, + 0.0013791455435640167, + 0.001373224885059336, + 0.0013642584966804179, + 0.0013638813011165299, + 0.0013561269798907439, + 0.001353996176016658, + 0.0013539141764463952, + 0.0013514734567858463, + 0.0013506363962002184, + 0.0013495222284547485, + 0.0013476558085015564, + 0.0013472507401686006, + 0.0013466168509197812, + 0.0013407056466006695, + 0.0013364015465396426, + 0.0013316459629786684, + 0.0013310316551254663, + 0.0013305155549317943, + 0.0012956450502228292, + 0.0012919691882583729, + 0.0012740255084798663, + 0.001271640758148674, + 0.0012701148504165604, + 0.00126936030841744, + 0.001269273652462207, + 0.0012691510493850044, + 0.001262368862463236, + 0.0012623120058732318, + 0.0012532064301288847, + 0.0012377169769598217, + 0.0012373167524819958, + 0.0012327752143692888, + 0.0012327376130434023, + 0.0012263750264547805, + 0.0012185281111476544, + 0.0012180965139074386, + 0.0012175628101549426, + 0.0012089513424792192, + 0.0012042320744013947, + 0.0011984112745065268, + 0.001196807748145517, + 0.0011855879442229356, + 0.0011849208736988046, + 0.0011717714868163902, + 0.0011708277499759196, + 0.0011703048656449904, + 0.0011698204295245232, + 0.0011614989774934841, + 0.0011529607650783544, + 0.0011439577860822684, + 0.0011425565915183962, + 0.0011413049725041502, + 0.0011373081966326048, + 0.0011364549313291749, + 0.0011232685006621504, + 0.001116872942703723, + 0.0011152086234018793, + 0.0011148386864067179, + 0.0011023933812701274, + 0.0011016624770135255, + 0.0010962586055634869, + 0.0010957054836472262, + 0.0010910933941666178, + 0.001089951913121809, + 0.0010845619471727766, + 0.001084456025824873, + 0.001076827400913564, + 0.0010746352116554549, + 0.001064638497076086, + 0.0010597069967248698, + 0.001053604125558933, + 0.0010507757150661752, + 0.001044997038725499, + 0.0010442995590872633, + 0.0010362992153943055, + 0.0010310807403925125, + 0.0010308758014807313, + 0.0010299244944991877, + 0.0010273675230753419, + 0.0010197764458909865, + 0.0010180394394394723, + 0.0010164055270844433, + 0.0010079767290047332, + 0.00100692255459393, + 0.0010062476850307156, + 0.0010059169445446523, + 0.0010035607903925515, + 0.00100131012025781, + 0.0009998487078733092, + 0.0009978763566793965, + 0.000982597642857711, + 0.0009816982546387973, + 0.000979193229322027, + 0.0009747465962767772, + 0.0009737142394881128, + 0.000972580067249021, + 0.0009699522834006251, + 0.0009656931995774002, + 0.0009627941452189153, + 0.000956183415284577, + 0.0009438295602448417, + 0.0009409589082358215, + 0.0009355954331028322, + 0.0009318314281001488, + 0.0009248094776107085, + 0.0009206660768406553, + 0.0009127004901131386, + 0.0009109908330274469, + 0.0009109824878490353, + 0.0009013407974068429, + 0.0008979953764043744, + 0.0008888417555349977, + 0.0008795702824187131, + 0.0008727141714506015, + 0.0008701300493633362, + 0.0008686514998948466, + 0.0008684720634287882, + 0.0008653046440458915, + 0.0008649007528704748, + 0.0008648267663233897, + 0.0008643914478663042, + 0.0008598607186759675, + 0.0008587419397587091, + 0.0008550996949398221, + 0.0008545327518698174, + 0.0008533830278993558, + 0.000845929371642873, + 0.0008430050140841405, + 0.0008403036592245474, + 0.0008379384273321565, + 0.0008356168416329019, + 0.0008302126970885882, + 0.0008260049678290136, + 0.0008129738889719874, + 0.0008129202846982001, + 0.0008085106795613027, + 0.0008054026065639118, + 0.0008053026855968148, + 0.0008032384068196654, + 0.000800222711526259, + 0.0007988122288476961, + 0.0007980561499531904, + 0.0007970865237938698, + 0.0007961412242227872, + 0.0007934002338579512, + 0.0007931515987526695, + 0.0007873915801337484, + 0.0007832220190535291, + 0.0007722202329999381, + 0.0007645862472707688, + 0.0007630258037716308, + 0.0007603327209514539, + 0.00075994379505618, + 0.0007458530964293057, + 0.0007433852272169977, + 0.0007369297125972899, + 0.0007364674798779932, + 0.0007356567338591793, + 0.0007334210410587805, + 0.0007285177177433975, + 0.0007284704674103665, + 0.0007282930367050797, + 0.0007243044899157785, + 0.0007215116424471493, + 0.0007177878550045644, + 0.000711882014544007, + 0.0007107637859872561, + 0.0007095932899135142, + 0.0007009073215727551, + 0.0006977015285579656, + 0.0006932383571343546, + 0.000689083451520519, + 0.0006838109002099089, + 0.0006813623133114369, + 0.0006794990832989012, + 0.0006777561080195394, + 0.0006753873578503895, + 0.0006744355800969364, + 0.0006728206180690064, + 0.000671992836997391, + 0.0006705193538008731, + 0.0006690284787420192, + 0.0006683936575206917, + 0.0006675635816138847, + 0.0006672291769016369, + 0.0006671551874782135, + 0.0006659998324971114, + 0.000664599026461435, + 0.0006644497313062079, + 0.0006617249248943112, + 0.0006599458837232207, + 0.0006590234243647597, + 0.0006585010468676057, + 0.0006576053136246512, + 0.0006552732633601641, + 0.0006505920505123509, + 0.0006476895715705597, + 0.0006471194009140545, + 0.0006442960404374585, + 0.0006407294563315027, + 0.0006399592639713239, + 0.0006373572416432061, + 0.0006340458961168902, + 0.0006309104878204239, + 0.0006280880443540536, + 0.0006239034337536578, + 0.0006223714482800593, + 0.0006207342225518685, + 0.0006153080057383348, + 0.0006142307078661936, + 0.0006109512442997645, + 0.0006100242644668577, + 0.0006093373172399217, + 0.0006006112502120838, + 0.0005970908195635284, + 0.0005952727022850403, + 0.0005895323840251517, + 0.0005884146379168841, + 0.000584581160812873, + 0.000584069754014086, + 0.0005810353294105477, + 0.0005795099420082933, + 0.000576344186815583, + 0.0005726538942714762, + 0.000570839473700021, + 0.0005671865872154126, + 0.0005609103949391065, + 0.0005584757394944622, + 0.0005560980686157025, + 0.0005554032559666171, + 0.0005515795047625022, + 0.0005501283515368606, + 0.0005466058872712708, + 0.0005424668072695206, + 0.0005399894423087295, + 0.0005324114398483562, + 0.0005323008376035991, + 0.0005298101407617337, + 0.0005292663443228872, + 0.0005276540452918527, + 0.0005267177014120632, + 0.0005259075968931012, + 0.000525493513191885, + 0.0005217280674075147, + 0.0005195439898862079, + 0.000511434586436472, + 0.0005071118386473031, + 0.0005042513476453561, + 0.0005039431990574414, + 0.0005020460645676866, + 0.0004989756843049014, + 0.0004937001444382593, + 0.0004928125102531408, + 0.0004921001642865557, + 0.000490790541952386, + 0.0004902431620538547, + 0.0004880034191585782, + 0.0004878409022070408, + 0.000485828076667751, + 0.0004823697374886344, + 0.00048226628904037, + 0.0004821552962737546, + 0.00047818473968077387, + 0.0004753848253052436, + 0.0004678485785810639, + 0.0004676718276000023, + 0.0004669192414338576, + 0.00046077159286539524, + 0.0004598666180128395, + 0.0004598316545477721, + 0.00045872395168535695, + 0.00045674651079776385, + 0.00045528655869529717, + 0.0004552848698485336, + 0.00044409688814830257, + 0.00044373427872419747, + 0.0004412537858209438, + 0.0004399789525062476, + 0.0004384268147854159, + 0.0004368389846115981, + 0.00043359337198049753, + 0.0004323907503454923, + 0.0004287808825870769, + 0.000426865459322834, + 0.00041831333379799675, + 0.00041753700783295027, + 0.0004168646837674544, + 0.00041312966590119544, + 0.000410175832192953, + 0.0004019491035007063, + 0.0003959316645218858, + 0.00039584220808918893, + 0.000395196879210362, + 0.00039500437226568395, + 0.00039411723145087364, + 0.00038892700035455743, + 0.0003873109171193425, + 0.00038688631347766567, + 0.000383458415285718, + 0.00038037507215938216, + 0.00037640788493499593, + 0.00037588246952978725, + 0.00037403887124754615, + 0.0003702539469528771, + 0.0003677365571968661, + 0.00036386445593751575, + 0.0003628234902819893, + 0.0003618145492571301, + 0.0003617990186772988, + 0.0003612791420707886, + 0.0003566446442846064, + 0.00035583156923900666, + 0.00035556909050069155, + 0.00035502847218077746, + 0.0003531898243326785, + 0.0003529845252730868, + 0.0003494323314822496, + 0.0003492127928244686, + 0.0003458413300621636, + 0.00034355069329412597, + 0.0003365985065547639, + 0.0003337921611435413, + 0.00033260410309260234, + 0.0003309156704718167, + 0.0003277059882845528, + 0.00032699161428766224, + 0.00032668353881710164, + 0.0003260153150781239, + 0.0003214932883889597, + 0.00032121283374388727, + 0.00031863892546653614, + 0.00031662986894601174, + 0.00031596919609990236, + 0.00031445443299706716, + 0.00031063979760667724, + 0.0003071183157712904, + 0.0003069526241112368, + 0.00030590694994521634, + 0.00030484081127224596, + 0.0003025407155683325, + 0.0003018197850744672, + 0.00030119418367138297, + 0.00029573054748381844, + 0.0002950709799481627, + 0.0002946741360989036, + 0.0002932009113373458, + 0.0002898586628313251, + 0.0002871542349479461, + 0.0002866227209713379, + 0.0002845127618021743, + 0.0002821411210431199, + 0.00027786853170161835, + 0.0002768380151614876, + 0.00027633181971683526, + 0.00027470900911208857, + 0.00027318459424866687, + 0.00027298194135035015, + 0.00027169276226667537, + 0.0002659343398853305, + 0.00026521518306025203, + 0.00026141007647480767, + 0.00026088443962778434, + 0.0002589333392432702, + 0.0002582808407531217, + 0.00025827294778862355, + 0.00025684322866776754, + 0.0002565551515828391, + 0.00025524020170906796, + 0.00025433470800158156, + 0.0002511234639918525, + 0.00025102389628565633, + 0.00024890136433278377, + 0.00024601015574539896, + 0.00024567266971401656, + 0.0002450278977457948, + 0.00024134452314795256, + 0.00024045405322140642, + 0.0002394899242257576, + 0.00023867813194321447, + 0.0002382304755468167, + 0.0002375144009833452, + 0.0002366803326364844, + 0.00023641751613441266, + 0.0002355632840001781, + 0.00023496127427831537, + 0.0002323967268384478, + 0.0002317817854300519, + 0.00023032738706672248, + 0.00022982952543767907, + 0.0002297114832060147, + 0.0002273590473119515, + 0.00022718895914849727, + 0.0002241806953456036, + 0.00022354755614833257, + 0.00022333273709402622, + 0.00021715347756503034, + 0.0002169911871830615, + 0.00021614940178903914, + 0.00021517109009987982, + 0.00021254385561969374, + 0.00021232820938466867, + 0.0002115787747782465, + 0.00020997530330260134, + 0.00020976450140632722, + 0.00020969731702406947, + 0.00020857310069961668, + 0.00020805331474185845, + 0.00020561004136399264, + 0.00020432087418624482, + 0.00020217866927854582, + 0.00020201136719395237, + 0.00020012517527750803, + 0.00019946995591258655, + 0.00019909715224616432, + 0.00019753882820618886, + 0.00019630031422644846, + 0.0001954102167713791, + 0.00019307369685683866, + 0.00019212944888645205, + 0.0001906925396835469, + 0.00019042083762769126, + 0.00018719418410249186, + 0.0001868267597518082, + 0.00018566237097305472, + 0.0001835268447852985, + 0.000183346866226439, + 0.00018276137770822606, + 0.00018153674846730627, + 0.00017884648998617035, + 0.0001787800787743141, + 0.00017756001226549258, + 0.00017664919230971695, + 0.00017557128294601643, + 0.00017369990956025045, + 0.0001725698830690413, + 0.00017154216535393153, + 0.00017153881435284918, + 0.00016738315507207167, + 0.00016644396034607448, + 0.00016538307531452226, + 0.00016519486762192408, + 0.00016488474458866133, + 0.000162375927238478, + 0.0001622916852478276, + 0.00016194302162050248, + 0.00016178871881447607, + 0.00016117210237840467, + 0.00015900330875211788, + 0.00015533328395883045, + 0.00015351320897699652, + 0.00015127557390272222, + 0.00014710968742681873, + 0.00014601510025636012, + 0.0001454276118509511, + 0.00014484114342016598, + 0.00014469471262164898, + 0.0001433184859245361, + 0.00014095327566627342, + 0.00013946693689101427, + 0.0001388007092868953, + 0.00013552386317545927, + 0.00013395773195293298, + 0.00013373356527993606, + 0.0001332520291964605, + 0.0001327644700543545, + 0.00013135973967193647, + 0.0001311671568575328, + 0.00012866963025264484, + 0.00012718948342838835, + 0.00012637741038006598, + 0.00012627090516223943, + 0.00012610513795131058, + 0.00012481685541860285, + 0.00012240982827344267, + 0.0001223639173600309, + 0.0001202621962992586, + 0.00012000057462487229, + 0.00011759427738665058, + 0.00011647926574568116, + 0.0001159045145906754, + 0.00011503333213846917, + 0.00011105923962679328, + 0.00010900960540715365, + 0.00010462686629815228, + 0.00010435454867917441, + 0.00010162727645452946, + 0.00010135708701435126, + 9.950373490543768e-05, + 9.93658557863012e-05, + 9.925397900119422e-05, + 9.785622100772275e-05, + 9.784991377292078e-05, + 9.734056302421381e-05, + 9.601709470863418e-05, + 9.581598466754127e-05, + 9.213766887754581e-05, + 9.201458620052068e-05, + 9.161888290376226e-05, + 9.111177869979142e-05, + 9.064241600633657e-05, + 8.904992476566729e-05, + 8.773888728541247e-05, + 8.765440419684483e-05, + 8.764550246924558e-05, + 8.760013849322581e-05, + 8.744588392240456e-05, + 8.588935305667384e-05, + 8.491766789360114e-05, + 8.48547239799197e-05, + 8.287408670093584e-05, + 8.262438188966404e-05, + 8.17963209331053e-05, + 8.077927375252712e-05, + 8.061293287222298e-05, + 8.037912609287682e-05, + 8.027756442237062e-05, + 8.010096737019196e-05, + 7.872344619335583e-05, + 7.711191235880676e-05, + 7.665460345866165e-05, + 7.610525083197722e-05, + 7.590049428778231e-05, + 7.472303509854103e-05, + 7.394155338129645e-05, + 7.189460363623376e-05, + 7.136423703893064e-05, + 7.113177542260854e-05, + 6.850405196877739e-05, + 6.824239775823434e-05, + 6.675259877914497e-05, + 6.580747316681088e-05, + 6.452143399656608e-05, + 6.428366342858149e-05, + 6.396391028314939e-05, + 6.371238362772905e-05, + 6.33531143458954e-05, + 6.27848808920914e-05, + 6.238166907089234e-05, + 6.198354070531077e-05, + 5.9970999859387556e-05, + 5.811670424528912e-05, + 5.776003217667464e-05, + 5.741054257328636e-05, + 5.722601056410247e-05, + 5.70306327247624e-05, + 5.5353280119493577e-05, + 5.424767155218154e-05, + 5.3745199002498875e-05, + 5.335756098736074e-05, + 5.325404809733126e-05, + 5.193450522741894e-05, + 5.1148646141173395e-05, + 4.99236001636992e-05, + 4.901516459679989e-05, + 4.8451929558096154e-05, + 4.827200442411281e-05, + 4.752626716757975e-05, + 4.6751220112112124e-05, + 4.635070958873238e-05, + 4.523366842880709e-05, + 4.49659488565813e-05, + 4.447062065982452e-05, + 4.424054286116376e-05, + 4.4122055863798026e-05, + 4.229535755155071e-05, + 4.198510168099941e-05, + 4.175363585490155e-05, + 4.124595603006796e-05, + 3.942256043484183e-05, + 3.9371068771311115e-05, + 3.93679304122772e-05, + 3.868296901155207e-05, + 3.815594595283205e-05, + 3.6980054225665646e-05, + 3.528160919232836e-05, + 3.498785254413726e-05, + 3.4479287910097916e-05, + 3.316859529488124e-05, + 3.316473488680409e-05, + 3.292372286001424e-05, + 3.2675951074616524e-05, + 3.267216332972852e-05, + 3.2636621454937394e-05, + 3.2511331045884384e-05, + 3.181330596841484e-05, + 3.1561296610311716e-05, + 3.127862218189005e-05, + 3.0624035314405646e-05, + 2.9814939631827898e-05, + 2.91604574094884e-05, + 2.8933523019295983e-05, + 2.8879276185915086e-05, + 2.8739063380292927e-05, + 2.7798725734890068e-05, + 2.7591123615946998e-05, + 2.6999198439941447e-05, + 2.5420536197200773e-05, + 2.536871083835796e-05, + 2.5087632285334068e-05, + 2.4532109212697857e-05, + 2.2133742820079728e-05, + 1.9997393443977093e-05, + 1.919822359432251e-05, + 1.9137565554182353e-05, + 1.882302802896796e-05, + 1.8468879926823686e-05, + 1.822392876878564e-05, + 1.7979650635143132e-05, + 1.777815592260043e-05, + 1.74416174746734e-05, + 1.740847770257427e-05, + 1.7293222122987455e-05, + 1.707715428614882e-05, + 1.6560327187163732e-05, + 1.6018030070371633e-05, + 1.55305758153979e-05, + 1.5150658322491305e-05, + 1.4903921710002783e-05, + 1.4459435421575747e-05, + 1.4073230382795447e-05, + 1.3857716151092045e-05, + 1.385035128402415e-05, + 1.364365378349991e-05, + 1.3220512922717556e-05, + 1.3157626449713118e-05, + 1.3086877835749212e-05, + 1.2678685108158984e-05, + 1.2558624336388726e-05, + 1.1965274721620562e-05, + 1.1636828582855667e-05, + 1.1614091181522201e-05, + 1.1512709918857281e-05, + 1.116616406639431e-05, + 1.0907361626251128e-05, + 1.0496256698172061e-05, + 1.0480575284573555e-05, + 1.0175301595401881e-05, + 1.003210062444906e-05, + 9.895633933690053e-06, + 9.670633681313118e-06, + 9.645789567102963e-06, + 9.05885535552882e-06, + 8.991147938715464e-06, + 8.789315529511485e-06, + 8.685185339249003e-06, + 8.67144458869757e-06, + 8.555289526809888e-06, + 8.47025952749673e-06, + 8.412512624293834e-06, + 8.258167328758476e-06, + 7.977727465399041e-06, + 7.79082889339485e-06, + 7.646921097257511e-06, + 7.572559219735337e-06, + 7.358427742016527e-06, + 7.273447370248563e-06, + 7.216513150856072e-06, + 7.165237189589261e-06, + 6.273236354361844e-06, + 6.063051563946088e-06, + 5.7770830182623856e-06, + 5.4038170849700445e-06, + 4.908338150567873e-06, + 4.843227896539345e-06, + 4.739271741401076e-06, + 4.520040642481876e-06, + 4.4701219299162745e-06, + 4.37465805155601e-06, + 3.97490250743892e-06, + 3.949246146838334e-06, + 3.6295293669240004e-06, + 3.3926140010278786e-06, + 3.257857697883659e-06, + 3.002233792962819e-06, + 2.943461674567233e-06, + 2.581712036145951e-06, + 2.5542827859068347e-06, + 2.4099576925164305e-06, + 2.33782054968844e-06, + 2.2706333168691452e-06, + 2.2247753603402386e-06, + 2.035357651419926e-06, + 2.0178246440295936e-06, + 1.722185212202933e-06, + 1.5260399828910847e-06, + 1.055920838650593e-06, + 8.992375861244789e-07, + 8.470690670851456e-07, + 8.197149242153451e-07, + 7.434984119321181e-07, + 6.089175288970144e-07, + 6.075730430491949e-07, + 5.2751107974493e-07, + 4.825971736931522e-07, + 3.818635650330759e-07, + 2.00629101366769e-07, + 1.681513393049796e-07, + 1.374829450074022e-07, + 1.0837293411014339e-07, + 5.763695782833341e-08, + 4.2638019676164555e-08, + 3.294151004660103e-08, + 2.2353859408954145e-08, + 6.428157887234513e-09 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 83.2, + "precision": 25.238095238095234, + "recall": 19.714285714285715, + "f1": 20.641025641025642 + }, + "selection": { + "precision": 0.5614165870828824, + "recall": 8.05194805194805, + "f1": 1.0496245956457109, + "jaccard": 0.5280745713360392 + } + } +} \ No newline at end of file diff --git a/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Huntingtons_Disease.json b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Huntingtons_Disease.json new file mode 100644 index 0000000000000000000000000000000000000000..a9017e2093cd3790d1cdf440e1f78556e1d6bdd2 --- /dev/null +++ b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Huntingtons_Disease.json @@ -0,0 +1,3828 @@ +{ + "significant_genes": { + "Variable": [ + "AATF", + "AADAC", + "A2M", + "ACTMAP", + "ALPK2", + "ABCF2", + "ABCC6", + "ACSM4", + "ACSM5", + "ACADVL", + "ADAMTS12", + "ANKRD40", + "ABCB10", + "ACOT4", + "AAMDC", + "ACRV1", + "AASDHPPT", + "ACOT2", + "ABCE1", + "ADGRG4", + "ABI3BP", + "ABHD2", + "ABCB8", + "ACTN3", + "ABCC10", + "ALDH4A1", + "ACAT2", + "AGR2", + "ART3", + "ALDH1L1", + "AADACL3", + "ACSM2A", + "ABCC13", + "ADGRE4P", + "AFG1L", + "AK2", + "ABLIM3", + "AACS", + "ADAMTSL2", + "AHCYL2", + "AGRP", + "ABCC8", + "ABCA8", + "AEN", + "ADAMTSL5", + "ABHD17B", + "ARHGAP24", + "ALKBH4", + "AFF2", + "ABCA6", + "ADAM21P1", + "ALDOB", + "ACSM3", + "ABHD1", + "ARL3", + "ABHD13", + "ADRA1A", + "ACTR5", + "ABCA12", + "ABLIM2", + "AKAP7", + "ABHD5", + "ABCA11P", + "ACBD6", + "ACTR2", + "ACTR10", + "ABCB5", + "ACMSD", + "AGER", + "ALAD", + "ADCYAP1", + "ACO2", + "A3GALT2", + "AARSD1", + "AOX1", + "ADAP2", + "ADAD1", + "ADGRD2", + "ARHGAP23", + "ADCY9", + "ACOT1", + "BPIFA4P", + "ARHGAP22", + "ABCC9", + "ANKZF1", + "ACKR1", + "ABCC4", + "ABRAXAS1", + "ADH5", + "APBA3", + "ABHD12", + "AIRIM", + "ANKK1", + "ACTRT1", + "APLP1", + "ABI1", + "AKAP1", + "ALOX12P2", + "ADCY1", + "BBS5", + "ADAD2", + "ANGEL2", + "ASIP", + "ADGRG2", + "ABHD17A", + "ACER1", + "ADAM21", + "ALDH1L2", + "ALX1", + "ABCA10", + "ADGRG6", + "ALG1L1P", + "BMP5", + "ACSL5", + "ABCB4", + "ABAT", + "AP2S1", + "AP4M1", + "APCS", + "ANO3", + "AGAP7P", + "ALDH7A1", + "ALG9", + "ACKR3", + "ABRA", + "AKAP8", + "ACACB", + "AKR1C8", + "ANGPT2", + "AKR1B15", + "C1orf167", + "ASXL1", + "ARSL", + "ADORA3", + "AFDN-DT", + "BHLHE22", + "ADCK5", + "AARS1", + "APCDD1", + "ALDH18A1", + "APOBEC3H", + "ARFRP1", + "APLN", + "ANK3", + "C3orf20", + "ABCF3", + "HMGB4", + "ATXN1L", + "ADGRV1", + "ADK", + "AEBP1", + "ADAM5", + "ABCD1", + "ATG10", + "ANKAR", + "ADO", + "ADA", + "ABCB11", + "ARID1A", + "ABCB9", + "CTXN2", + "ACTL6B", + "A1BG", + "AK3", + "ADAM32", + "ACAP3", + "ARHGEF19", + "ALDH16A1", + "CETN3", + "BANP", + "ACTL10", + "C2", + "ADIPOR1", + "AFAP1L1", + "AACSP1", + "ANO1", + "ADGRF2P", + "ADAMTSL4", + "ANKRD13C", + "CACNA2D1", + "ALCAM", + "APEX2", + "ADTRP", + "ACVR2A", + "CHRM1", + "AP4B1", + "ANO7", + "ANKMY1", + "ANKFN1", + "AP4E1", + "ADORA1", + "AAK1", + "AP2A2", + "AGT", + "ABHD11", + "APOLD1", + "BAGE2", + "CLEC4GP1", + "COLEC10", + "ARHGEF15", + "ANKRD34A", + "ATF1", + "ANKRA2", + "C12orf43", + "ASTE1", + "AP5S1", + "ABR", + "ALPL", + "ARHGEF16", + "AURKC", + "ADAMTS8", + "ADAM22", + "CNPY1", + "ACP2", + "ACSM2B", + "ABCB1", + "BDH2", + "AHSP", + "ASPN", + "ANAPC15", + "CAPN11", + "ADAMTSL1", + "ACVR1C", + "ACYP1", + "AIPL1", + "C1orf216", + "ACTL7A", + "ARID3C", + "GARNL3", + "CAND2", + "ACP5", + "CA14", + "CD109", + "AAAS", + "AKAP14", + "ANKRD24", + "ADAMTS10", + "CRTC3", + "ACTR6", + "BMERB1", + "FUZ", + "AMER3", + "ATRX", + "BRDT", + "ARMH4", + "BCL2L12", + "AQP1", + "ARHGEF28", + "CCDC27", + "AMELX", + "ARLN", + "ANKS4B", + "BAHCC1", + "ATP10D", + "CDH7", + "DHX30", + "AMY2B", + "AP1S1", + "CALR3", + "AMPH", + "ATAT1", + "ASB16-AS1", + "ACTBL2", + "ATP5MC3", + "BDNF-AS", + "AQP4", + "ADAM7", + "ANKIB1", + "AADAT", + "ADAM8", + "AKIRIN2", + "ADGRB2", + "ANOS1", + "AMPD3", + "ADCY4", + "FAM225B", + "DAZL", + "ALDH3A2", + "BMAL2", + "ADARB1", + "CCAR2", + "AGAP4", + "CLLU1-AS1", + "ABRAXAS2", + "CHDH", + "ANKRD20A8P", + "ANKLE2", + "ANAPC7", + "ADGRF4", + "SCTR", + "BCO2", + "AHSG", + "CDKL3", + "FAM90A13", + "ACSM1", + "DUX3", + "AMHR2", + "C3orf18", + "ABTB1", + "BTNL2", + "BRI3BP", + "ACTN2", + "CHRDL2", + "ANO2", + "BPESC1", + "AICDA", + "ANKRD31", + "MGAT5", + "CGREF1", + "AIF1", + "ACOD1", + "ARHGAP32", + "CBX8", + "ARHGEF25", + "ACOX3", + "ADAMTS16", + "ANKRD54", + "ADIPOR2", + "ABITRAM", + "ATAD3B", + "ANAPC2", + "AADACL4", + "LILRA3", + "ATRNL1", + "ACADL", + "CLSTN2", + "CDYL", + "COQ3", + "C16orf87", + "ANKRD35", + "ADAMTS7", + "CASP9", + "AIG1", + "DAZ4", + "ANKRD18B", + "CFAP20", + "ADORA2B", + "BCAT1", + "CHST2", + "ADAM15", + "AGBL2", + "LOC654780", + "ADGRL3", + "SNORD113-5", + "ACBD5", + "AVP", + "COL11A1", + "CHRM4", + "ANAPC4", + "C7orf57", + "BRWD1-AS2", + "ATF6B", + "AKIRIN1", + "ANKRD20A2P", + "DHDH", + "BRS3", + "GLRA1", + "DLST", + "CCDC116", + "CACNA1A", + "CLEC4M", + "ATXN2L", + "ASAH1", + "ACR", + "AATK", + "AMDHD2", + "DEFB103A", + "APOBEC3D", + "ACTG1", + "APMAP", + "AKAP6", + "TRIM42", + "BCL9L", + "C10orf55", + "ASB12", + "ABCA1", + "ADGRE3", + "ANKRD18A", + "AGO2", + "ABI3", + "ADGRL1", + "ACO1", + "COL13A1", + "C1QBP", + "ABO", + "AKNA", + "CARD19", + "ADGRA1", + "AAR2", + "ANK1", + "ANXA2P1", + "BMP2KL", + "PAFAH1B3", + "CENPL", + "DAPL1", + "ADH4", + "ARHGAP10", + "C1orf53", + "ATP6V1F", + "AGPAT4", + "AZGP1", + "CHD1L", + "ACOXL", + "AFDN", + "ADAMTS4", + "AXIN2", + "HRG", + "ABCD2", + "CATSPERE", + "DRAXIN", + "ABCA3", + "ARHGAP5", + "ARMCX5", + "AGAP6", + "AKR1C4", + "NLRP3", + "AKR1A1", + "ANXA8", + "ADAMTS1", + "FBXL2", + "CNR2", + "BIRC2", + "DUOXA1", + "AGRN", + "ARSB", + "CFAP53", + "CLTCL1", + "CLDN3", + "ANKRD20A11P", + "BTBD16", + "CSNK1E", + "CHRNB2", + "CARNS1", + "ATP5PD", + "ACSS3", + "BDKRB2", + "CDC14C", + "AFM", + "AGAP11", + "DTX1", + "CLCN1", + "CRTAP", + "ANKRD27", + "FANCB", + "CCDC42", + "ATP6V1G3", + "CCDC144A", + "APEH", + "CARMIL1", + "ABCF1", + "LOC613038", + "APOL6", + "C5", + "ACLY", + "AQP6", + "CCDC146", + "CFAP141", + "AGPAT3", + "ALG6", + "CNTNAP1", + "ARL14", + "ARL17A", + "ADGRA3", + "C16orf78", + "KCTD21", + "PBX3", + "CBLL1", + "MIR602", + "ANLN", + "ADAM18", + "BCHE", + "CLIP3", + "BAIAP2", + "CPE", + "ATP13A2", + "EXD1", + "ATP6V1B1", + "ABCA9", + "BOC", + "ARMCX3", + "PKD1L1-AS1", + "CACNA1H", + "C8orf58", + "EDIL3", + "ACAP2", + "ADAM17", + "ARRDC1-AS1", + "RLBP1", + "ASB18", + "C3AR1", + "ARR3", + "ATP6V1G2", + "CLN8", + "ANP32E", + "ADCY2", + "MIR302B", + "GINS2", + "ASIC1", + "COL4A5", + "BCAM", + "COL15A1", + "IFITM5", + "INSM2", + "TMEM52", + "ACYP2", + "EPS15L1", + "ANKUB1", + "BBIP1", + "ATE1", + "COL5A3", + "CPT1A", + "BST1", + "BNC2", + "ATP12A", + "ANXA9", + "AMPD1", + "CPNE9", + "ALYREF", + "FABP2", + "CDKN1B", + "AGAP10P", + "RASD2", + "AKAP10", + "C10orf53", + "AMMECR1", + "ARFIP2", + "CCDC83", + "LOC646804", + "CGB1", + "IL1RAPL2", + "ACTA1", + "CRTC1", + "ASPSCR1", + "THOC6", + "LOC727980", + "E2F1", + "KCNH5", + "PADI3", + "CLDN23", + "FST", + "CELF6", + "AWAT2", + "GDPD5", + "C1orf105", + "ALPK3", + "CPZ", + "BIRC8", + "CITED1", + "CHPF2", + "ADGRF1", + "BEND4", + "HPN", + "CNTN4", + "AVPR1A", + "FGFR2", + "DUX4L8", + "KCNH3", + "ARID5B", + "CLDN1", + "ANP32A", + "NQO2", + "AMBN", + "CHSY1", + "APOC3", + "DPEP1", + "CSMD2", + "BPY2", + "ALKBH7", + "ARHGAP31", + "CCDC71", + "IQUB", + "ATP5MF", + "ASCC2", + "CABIN1", + "FRK", + "CACNA1F", + "DNAH5", + "CORO1B", + "GCK", + "PRODH2", + "ALKBH3", + "CACNG6", + "BLCAP", + "ARHGEF7", + "ADRB3", + "CHRM5", + "FIGLA", + "BRD1", + "ANKRD40CL", + "ASPHD1", + "DEFB107B", + "CHKB", + "RER1", + "ETV5", + "BARHL2", + "FTCD", + "CAPNS2", + "CERS4", + "CEACAM18", + "ASNSD1", + "CSH1", + "ABHD8", + "IER5L", + "ANKRD16", + "ENPP6", + "AP1M2", + "DYNC2H1", + "ALKBH5", + "C2CD6", + "C1S", + "TACC2", + "ANKRD11", + "ANKS1B", + "AGBL1", + "ANXA4", + "CFAP298-TCP10L", + "ALDH2", + "C20orf96", + "XKR7", + "AMELY", + "CLCA4", + "ADIPOQ", + "ANKRD2", + "KIAA1217", + "CLCNKA", + "ADGB", + "ABCC2", + "L1CAM", + "AGBL3", + "ADAM19", + "BLK", + "CCL15", + "B3GNT7", + "ARMC8", + "BCO1", + "CCNK", + "CRLF1", + "ALDH9A1", + "MRGPRX1", + "CXADRP2", + "CPLX1", + "CATSPERD", + "ISL2", + "GRAMD1B", + "BMPER", + "ATP2B4", + "FFAR4", + "KRTAP23-1", + "CRYBB3", + "HDGF", + "EGFL8", + "ADAMDEC1", + "GPR83", + "MOCOS", + "C17orf50", + "BCAS4", + "BUD31", + "CCNB2", + "BZW1", + "CAD", + "CSF1", + "NUS1P3", + "C8orf74", + "CTSL3P", + "ADRA2A", + "AKR7A2", + "CLDN6", + "FRAS1", + "ACKR4", + "ARF5", + "FAM120C", + "SNORD51", + "AKT2", + "BOD1", + "BMP3", + "C1QL4", + "DLX6-AS1", + "ARL13B", + "ARHGAP8", + "ANXA10", + "AGO1", + "ABCG4", + "CA6", + "DSCAML1", + "AASS", + "ACTN4", + "ABCC3", + "GLI4", + "C11orf98", + "BCL10", + "ALKAL1", + "CBR1", + "SPIRE2", + "FAM90A16", + "ATN1", + "CES5A", + "ABCB6", + "ANKRD53", + "CCNB3", + "CDC42EP2", + "CMC2", + "NSMCE1", + "HCRTR2", + "CLIP2", + "CCDC162P", + "CCHCR1", + "ELOA3BP", + "ARPC5", + "AXIN1", + "ABHD14B", + "C11orf87", + "MTSS2", + "BAGE", + "CRCT1", + "CDRT4", + "BRD3OS", + "ALG10", + "CELP", + "AMFR", + "ARG2", + "APOB", + "APRT", + "ARL5C", + "ADRM1", + "TMEM171", + "CCR5", + "EPCIP", + "CD38", + "FAM187B", + "COG7", + "ACAT1", + "MIR629", + "DRD3", + "ARL17B", + "ADHFE1", + "LOC100131496", + "CD19", + "CAVIN4", + "COMP", + "ADGRG1", + "CCDC152", + "RAD54L", + "OR8H1", + "CD300E", + "ZNF843", + "ASIC4", + "DDX43", + "BDH1", + "ATP5PF", + "ARHGAP35", + "CD72", + "CNTF", + "ALDH3A1", + "CDCP1", + "KCNJ5", + "ARMS2", + "KIAA1210", + "APEX1", + "DRGX", + "CDH18", + "KLK2", + "AGTR2", + "OR1A1", + "CCDC13", + "ATOSB", + "LIMA1", + "AP3D1", + "H3C2", + "BCS1L", + "EFNB1", + "AHCY", + "ADNP2", + "CENPM", + "HLA-DOB", + "ATP2A1", + "AGPAT5", + "ASB17", + "LOC729218", + "NXF4", + "MYL9", + "ACTC1", + "FAM219A", + "BAD", + "CSPG4", + "CDH22", + "CCIN", + "APOH", + "CCT4", + "WNT1", + "ARMC7", + "ARHGAP12", + "CEP72", + "BPIFB4", + "DNAH17", + "HENMT1", + "ABCG1", + "APOBEC4", + "LACC1", + "CRY2", + "CCDC191", + "LOC100130872", + "ARHGAP9", + "ADGRG7", + "HNF1B", + "GLDC", + "ADH5P4", + "MIR1915HG", + "OMD", + "ANXA2", + "MIR620", + "NAV3", + "PBLD", + "SNORD91B", + "GPR152", + "CNTNAP2", + "ANKRD20A1", + "FAAP24", + "CTIF", + "MVK", + "COL18A1-AS1", + "DNHD1", + "ADAT2", + "BAK1", + "HSD11B1", + "ATP10A", + "ADA2", + "DNAH14", + "HEBP1", + "CCDC144NL", + "PKD2L2", + "CADM2", + "C1QL2", + "FMN2", + "ALDH3B1", + "ANGPTL1", + "TOP1MT", + "MIR524", + "TBX6", + "NPDC1", + "CLBA1", + "ARHGAP19", + "ATP6V0A1", + "ASB13", + "CCK", + "HLA-C", + "AKR1C6P", + "ASCC1", + "LOC647264", + "ALDH1A3", + "AGAP9", + "IL22", + "AKT1S1", + "CD4", + "COX11", + "LINC00696", + "ASIC5", + "AMH", + "BAG3", + "EXOSC2", + "MUC15", + "BABAM1", + "TRPM4", + "BTNL3", + "GPX3", + "BPHL", + "AUNIP", + "IFNA5", + "FAM210A", + "ERICH4", + "DANCR", + "CHRDL1", + "DNAJC5B", + "CABP5", + "OR8G2P", + "ADIG", + "RBFA", + "ADD3", + "ADAM20", + "GEMIN4", + "ADAM10", + "ADRB1", + "PNKD", + "GCC2", + "AKR1C1", + "DMP1", + "AMT", + "MYL10", + "BBLN", + "AP1G1", + "GABRB1", + "COL26A1", + "GAS1", + "BAZ2A", + "C12orf50", + "ATG2B", + "CA5A", + "CLK2", + "ADCYAP1R1", + "ENTR1", + "CHI3L2", + "ZNF607", + "CBLN1", + "ACTR3B", + "ASIC2", + "ODAD3", + "ASCL4", + "RCN3", + "KIAA0319", + "FOXF2", + "BTNL9", + "CLEC11A", + "CHRNB3", + "C1orf146", + "MAP1LC3C", + "ADAMTS3", + "LRP3", + "AGPS", + "CSAG1", + "AFG2B", + "CCDC144CP", + "MPV17", + "MIR141", + "DNAI3", + "B3GNT3", + "CDK5RAP1", + "C12orf76", + "GRHL3", + "C1QA", + "BPI", + "CD180", + "C2CD4D", + "LZTS1", + "DSCR9", + "CYP4Z2P", + "CCNQP1", + "LIMD2", + "ACOT11", + "C1orf21", + "CDK9", + "ELFN1", + "MIR761", + "EPHA2", + "RCN1", + "CLIC4", + "CSPG5", + "ADCY7", + "BORA", + "AMMECR1L", + "GCOM1", + "GMDS", + "ERCC6", + "DHRS3", + "CLEC12B", + "INO80C", + "AZU1", + "PHLDB1", + "DISC1", + "PBK", + "ADGRD1", + "ATP6V1E2", + "BLOC1S2", + "ABTB2", + "FAM87A", + "APOE", + "MIRLET7C", + "LCE4A", + "CLHC1", + "ABTB3", + "CEP63", + "ARSJ", + "ALS2CL", + "ATP5MK", + "CCDC148", + "EPHA1", + "COX5B", + "EML5", + "DMWD", + "DNAJC17", + "ATP1B2", + "CD101", + "ADGRG3", + "CDH16", + "TMSB15A", + "CHRNB1", + "CNGA4", + "FGFR4", + "MRPL34", + "HOXD10", + "CCM2", + "COMMD7", + "SFMBT2", + "CALM2", + "B3GNT5", + "MIR548Q", + "CALML3", + "C3orf33", + "KLK5", + "ARRDC5", + "CHAT", + "MIR494", + "CBLL2", + "DERPC", + "CEP135", + "EME1", + "CFHR1", + "EMID1", + "CMTM8", + "DIS3L", + "CDC42SE2", + "AMER2", + "SAMD13", + "ATL3", + "ACSL6", + "GGT7", + "KRCC1", + "PPIL6", + "ARSK", + "GDF9", + "HDX", + "FAM90A20", + "CSNK1A1P1", + "BAZ1B", + "NR2F2", + "BNIP1", + "LRRC36", + "CDC40", + "ART5", + "FKSG49", + "ADAMTS5", + "H2BC21", + "MRPL9", + "CDK3", + "CD177", + "MIR29B1", + "BMP1", + "ADGRB1", + "SPACA5", + "FILIP1", + "NMRAL1", + "GNRHR2", + "AIFM1", + "ANKRD22", + "PCDHGA4", + "ARL8A", + "CELF3", + "BHLHA15", + "LDLRAD3", + "DBX2", + "LTC4S", + "INO80", + "MAGEA2B", + "LYSMD4", + "CAMTA2", + "HSD3B2", + "ALOX5", + "OBSL1", + "CAPN14", + "COIL", + "ECE2", + "OVGP1", + "KCNA1", + "C1GALT1", + "BCAR4", + "TBPL2", + "CASK", + "IL19", + "RIMBP3C", + "DRC12", + "C2CD4A", + "SVOP", + "C11orf16", + "DPEP3", + "BICDL2", + "DRD1", + "IRX5", + "DEFB130A", + "CPXM2", + "F10", + "GRM4", + "FASTKD5", + "BMX", + "BHLHE23", + "ADAMTS20", + "B4GALNT3", + "DMAC2L", + "AQP11", + "ATP1A1-AS1", + "PAGE1", + "ASB4", + "NWD2", + "ADGRG5", + "DEFA6", + "H2BC5", + "FABP5P7", + "DPPA2", + "RIN1", + "AGL", + "CRISP3", + "ASB3", + "CSNK1A1L", + "MIR455", + "ADAT1", + "RBP1", + "ARHGAP11A", + "AKAP11", + "BBS10", + "CXorf65", + "FBXW11", + "TP73", + "ARHGAP29", + "AMN1", + "FGF17", + "BCL7B", + "CCDC7", + "LOC151760", + "ARIH2OS", + "LIN54", + "CAPN3", + "CDRT15P1", + "HAS1", + "LRRC32", + "EIF4ENIF1", + "ADSS2", + "BBS4", + "PRPF38B", + "RBMY1A1", + "MMP8", + "SNPH", + "SPACDR", + "COQ4", + "BARX2", + "GIP", + "AFF4", + "FAM170B", + "APRG1", + "TPRXL", + "WDR48", + "KRT81", + "CCT3", + "LAMB2", + "CCP110", + "MFSD5", + "PUDP", + "APOOL", + "AMER1", + "MIR193B", + "ANGPTL4", + "NMU", + "OR4S2", + "HOXA11-AS", + "MARK1", + "SPESP1", + "C2orf78", + "CLPSL2", + "UCK2", + "NRXN2", + "DNAI1", + "CIAPIN1", + "IL6ST", + "DCUN1D2", + "CRMP1", + "ACSS1", + "BAG4", + "CEMP1", + "NR0B2", + "HOXD9", + "MECR", + "CCL27", + "EHD3", + "AMZ1", + "BIRC6", + "SNORA25", + "BCKDK", + "AP5M1", + "CLTC", + "DDX56", + "CCDC50", + "SLC3A2", + "LTB4R", + "HRNR", + "CARD11", + "CLDN22", + "PGAM1", + "INSM1", + "DOK5", + "ZNF454", + "CREBL2", + "CCNF", + "CMTM4", + "CTPS2", + "CALHM1", + "ASXL2", + "DACT2", + "ADORA2A", + "SCGB3A2", + "APOL2", + "GAD2", + "ALDH1A1", + "CCNG1", + "B3GALT5-AS1", + "CDK8", + "MRPL28", + "ATP2B2", + "CUL3", + "FAP", + "GALR1", + "CIBAR1", + "NCK1", + "GLYAT", + "GATA1", + "CYP39A1", + "CERS5", + "IL12RB1", + "ARMCX1", + "ARMCX5-GPRASP2", + "RTN4RL2", + "LSS", + "BAG6", + "ALDH1B1", + "PRSS37", + "ARFGAP1", + "JAG1", + "DEFB133", + "CDC7", + "CCKAR", + "PPM1H", + "LCE1E", + "ARRDC2", + "HDHD3", + "MIR609", + "ASTL", + "OR5I1", + "BTN2A3P", + "RRH", + "ADRA1B", + "CASKIN2", + "ACACA", + "C6orf118", + "COMMD4", + "PIWIL3", + "CCDC85B", + "CPA6", + "KRT8P9", + "TRMU", + "LINC00272", + "LAMB3", + "LOC727884", + "AHNAK", + "BOLA3", + "XAGE3", + "HCG27", + "BAGE3", + "GTF2F1", + "BRMS1", + "LIMD1", + "NEURL2", + "ATF2", + "MT1JP", + "ANGPTL7", + "KRTAP12-4", + "SGPP1", + "RNF185", + "AGMO", + "MRO", + "MYO1G", + "GART", + "METTL2A", + "FADS3" + ], + "Coefficient": [ + 0.04279954715131597, + 0.03570583496777861, + 0.0325543690368882, + 0.03208272998002528, + 0.031839266783530606, + 0.029070568779607356, + 0.02669148802815075, + -0.026307755426756972, + -0.026129202291480417, + -0.025281869976472738, + 0.025259270814732462, + 0.02480387114014631, + -0.02464710458533146, + -0.024429725474862312, + -0.024318488141731664, + 0.024012122029496246, + -0.023996277323298773, + -0.023799060343929555, + 0.02358437890137787, + 0.023232784244164115, + 0.02285362137427542, + -0.02250415779562981, + -0.022434925351171982, + 0.022312407708268353, + 0.022265462979972662, + 0.022136964344178243, + -0.02204397814575076, + 0.022042299290986906, + 0.021565097742309837, + -0.020910179611131664, + 0.020123541634414634, + 0.01977354972020162, + 0.019648573482822996, + 0.019127077471209206, + -0.01860500766670093, + -0.01853192875075844, + -0.018496076890134657, + -0.01826991568955525, + -0.01809435567389494, + 0.017863381384021184, + -0.01781593556545479, + -0.017738590075776, + -0.01685490558956643, + -0.01664519755309696, + -0.016223489015501535, + -0.016188630253152578, + 0.01596435925362627, + -0.01568847301264423, + 0.015648629922886823, + 0.015436818801099211, + -0.01529641034421992, + 0.015094205256294452, + -0.01507765981520267, + 0.014883969683515425, + 0.014696571674554524, + -0.014446932700047, + -0.014271469016891686, + -0.014050967737255959, + -0.013936918604329216, + -0.01391486708132871, + -0.013879654871328933, + 0.013569084254387336, + 0.013535320829559603, + 0.013142697951627093, + 0.013052448387281215, + 0.012924516590540837, + 0.01285378264442853, + -0.012840944549074843, + -0.012815683258168275, + 0.012613472069111124, + -0.012573992458495912, + 0.01242448815933832, + 0.012367056759627543, + -0.012331575377306078, + -0.012107178403732195, + -0.012017269603887713, + 0.011976809532485273, + -0.011967634769135345, + 0.011904368935142061, + 0.011902052402620223, + -0.011790709362624842, + 0.011766428286109513, + 0.011722981124947773, + 0.011489565149973156, + 0.011302700050815032, + -0.011253532102848025, + 0.01120298682216167, + 0.011201089130520979, + 0.011159941485578667, + 0.010889249597442006, + -0.01077936765687724, + 0.01065794314587385, + -0.010644636238272338, + 0.01061061595897714, + -0.010608214059724501, + 0.010580838994515195, + -0.010536392592217031, + 0.01051918855173198, + -0.010453443624965152, + 0.010432169648218043, + -0.010427269239039756, + 0.010145864219150666, + -0.010127085835199228, + 0.010034645279156445, + 0.009930465118347736, + -0.009915788851368219, + -0.009882307658726983, + 0.00985961737498458, + -0.009600628543661912, + 0.009590505409920791, + -0.00957498295368387, + 0.009485177635950944, + 0.009387259671974608, + -0.009378049551106805, + -0.009374585757091042, + 0.009311019648573724, + -0.009249346033509633, + -0.009172888146517188, + 0.00916567610509292, + -0.0091594449697233, + -0.009151577268029822, + 0.009074423562629677, + -0.00903737500281792, + 0.00885711189687562, + 0.008855544038190156, + 0.008810011983269094, + 0.00878641686801012, + -0.008625072140998152, + -0.008552273303124745, + 0.00847557521988473, + 0.008469361482815796, + 0.008432061145813415, + -0.008412614444090551, + -0.008411784269437539, + 0.00837862692505643, + -0.008362361727281914, + 0.008341544538451347, + 0.008332582815455443, + -0.008262963007083795, + -0.008198940105636286, + -0.008144571553778783, + -0.008140886700274458, + -0.008125088543059367, + 0.00810985933043878, + 0.008076530053824634, + 0.007956590912270804, + -0.007944964139388916, + -0.007930796053316647, + 0.007862367655340636, + -0.007852656229739751, + 0.007827631002195265, + 0.007691036472313286, + 0.007651207065375145, + -0.0076074840174108205, + -0.007597060737963618, + 0.007587134472650218, + 0.007556868585236403, + -0.007548319043327307, + 0.007542762458482537, + 0.007468352900405429, + 0.007442413751295763, + -0.007379326647848857, + 0.007357499519299582, + 0.007348046490980143, + -0.00730276385185704, + 0.007202759913452968, + 0.007186373081504676, + -0.007158702432655057, + 0.007088350107888426, + 0.007084486854911843, + 0.006984652140711843, + -0.006891547471918919, + 0.006800458453992309, + 0.006790461906920085, + 0.00678311494103438, + 0.006765835322302662, + -0.006763600230596692, + -0.006719505016257158, + 0.006704558772700108, + 0.006673213804497735, + 0.0066310328675744734, + -0.006626501775762693, + -0.006624187086410476, + 0.006521335248560491, + 0.00644493613585173, + 0.006440924328878579, + 0.006434418310752659, + -0.006387386880326083, + 0.006307192361276525, + 0.006281229080130462, + 0.006278077564985994, + -0.006249102559650186, + -0.006243855772322903, + 0.006237876676633327, + 0.006056583452167128, + 0.006036350582065799, + 0.006010217590571585, + 0.005955572058619798, + 0.0059498983055664, + -0.005902269375449235, + -0.005808308896092548, + 0.005791880171339736, + 0.005780526916209856, + -0.005776789438779571, + -0.0057403545091206905, + 0.005700986323712248, + -0.0056232331082791695, + -0.005599463221066973, + -0.0055507222946221514, + -0.005542206783370624, + -0.005521750148346747, + 0.00550187941604414, + 0.005479815091093097, + 0.0053926755068803445, + -0.00538492784584345, + -0.005380715651792116, + 0.005334505161402155, + -0.005318411907737998, + -0.005301651984795262, + 0.0052096353385446496, + -0.005208819428661046, + -0.005188570403036587, + 0.005166251478825153, + 0.005161739773629301, + 0.005146313120582515, + 0.0051406747405916605, + -0.00513844692022784, + -0.005137711644227684, + -0.005067764195154074, + -0.00506342163989845, + -0.005054517572919699, + -0.005019641328080232, + -0.00501532193020184, + -0.0049749728575973675, + -0.004966396684417703, + -0.004876844913330407, + 0.0048705285568005005, + -0.004853911644941673, + 0.0048536365497096985, + -0.004833039498902744, + -0.004819675250548983, + 0.004782827965776825, + -0.004742964441478329, + -0.00472241599146106, + -0.004706059310492847, + -0.004687038830393094, + 0.004592942655553127, + 0.004576116659498287, + -0.004573846653844243, + -0.0045624654371939875, + -0.004557566037807609, + -0.004540890763256848, + -0.004535974270433215, + -0.004522775238503679, + 0.004515093935026332, + 0.0044952392629745005, + 0.004461171821749989, + -0.004455004506347213, + 0.0044327328497495, + -0.004389782480640779, + -0.004356758330256863, + -0.004354213105476159, + 0.004332108996552262, + -0.004328049772894229, + -0.004312901491194442, + 0.004312798624133247, + -0.004287293591459238, + -0.004285540851110628, + -0.004278546495164824, + -0.00426640418203192, + -0.004247186309690535, + 0.004213137744999135, + -0.004201245178502867, + 0.004199365660635267, + -0.004192660550210539, + -0.004191307302814259, + 0.004178483951790673, + -0.004176820011660348, + 0.004173915513568497, + 0.004147354744475718, + -0.004132228448405018, + 0.004101866180936547, + 0.004046165558547172, + -0.0040152266748843595, + -0.003991616947294943, + -0.003985711821779589, + 0.003979981740058008, + -0.00395873250981234, + 0.0039556134990755545, + 0.003878756172705961, + -0.003877302503133796, + -0.003863353635216829, + 0.0038599542531973395, + -0.0038549574951673767, + -0.003854739779173431, + -0.003853450468440857, + -0.003851350082548548, + 0.0038439490045055675, + 0.003830359807701665, + -0.0038272031892738127, + -0.0038112626714822536, + 0.0038035341104238015, + 0.0037954151574640486, + -0.0037932105702881257, + -0.003790342628425173, + 0.003776833540978423, + 0.0037737943916915395, + -0.003762852954155053, + -0.0037559462603599177, + 0.003740755484868089, + -0.0036793332042410016, + -0.003672512760470892, + -0.0036260176780368294, + 0.00359953931084956, + -0.0035872265966311974, + -0.003580549756229199, + 0.0035802471981779805, + 0.0035740628328771113, + 0.0035340507750573355, + -0.003529742430646986, + -0.003526478379339264, + 0.0034890446928569924, + -0.003487335726113321, + 0.0034870604506823544, + -0.0034802748647044354, + 0.003472858163747083, + 0.003467864404319807, + -0.003464613207772127, + -0.003458554301183905, + -0.0034492033854513922, + -0.0034456587475738404, + 0.003441602178880039, + 0.003435351557816653, + 0.0034350930282458186, + 0.0034202645858805543, + 0.0034113049898211617, + 0.003396348085206759, + -0.0033840057526815016, + -0.0033729749034134694, + -0.003343449697840854, + 0.0033270670966754337, + -0.0033219167983103873, + -0.0033129273669719166, + -0.003301279725332235, + 0.003290221427105696, + 0.003265483306500587, + -0.003264412482843816, + 0.0032568433389259, + 0.0032459761840951487, + 0.0032450965290015286, + 0.003238084917283675, + 0.0032124700518237014, + 0.003199288737097054, + 0.003198672431055924, + -0.0031840086664309273, + 0.0031832285300201005, + 0.003182537031552029, + 0.0031789136296903097, + 0.0031770141999917074, + -0.0031573020977913166, + -0.0031542066247945344, + -0.0031473547381904066, + 0.0031110659037392324, + 0.003105342712288747, + -0.0031052615178679753, + 0.0030820761166262256, + -0.0030724110171159473, + -0.00306659998513113, + -0.003061991013607981, + -0.0030597895886855264, + -0.0030566324879068643, + -0.0030017926091991326, + -0.0029758102100084657, + -0.002968326551516148, + 0.0029681791684352354, + -0.0029514536477815404, + 0.0029398361369578616, + 0.0029352460415293753, + 0.0028963668223653434, + -0.0028800844083429903, + 0.0028789750137515895, + 0.0028622557793076347, + -0.0028586779734114174, + -0.002851477822723799, + -0.0028463949000457132, + 0.0028371133728581147, + 0.002831163546838628, + 0.002829858019080571, + 0.002825072136046967, + 0.0028179229860413597, + -0.002817472095275468, + -0.00281185388196527, + 0.0027809716043016375, + -0.0027795987429989253, + 0.0027795176182247496, + -0.0027770833107700894, + -0.0027593941313639515, + 0.0027343728749371567, + -0.002732577022120063, + 0.0027276105822444624, + -0.00272575248389958, + 0.002722510818233725, + 0.002706794980181936, + 0.002663672696381678, + 0.002646563335256629, + -0.002646524631111302, + 0.0026201524875864544, + -0.002608741779314261, + -0.0026057594730512835, + -0.002588904422084507, + 0.002580323246215844, + 0.002551069075034184, + -0.0025453149390250586, + 0.0025445938983393633, + -0.0025436171786915175, + -0.0025032382329281256, + -0.0024934447077413725, + -0.0024906639314615144, + -0.0024850785102451646, + 0.0024612869966959905, + 0.002419699112112116, + 0.0024152260981406366, + 0.0024150376078119692, + -0.0024094124072803883, + 0.0023978867912361735, + 0.0023874499636728926, + -0.0023862377744377707, + -0.0023792095947448378, + 0.002365942454618006, + 0.002362239910834267, + -0.0023472996066748815, + 0.002344915803093379, + -0.0023268944624544423, + -0.0023188432349965315, + 0.0023059399597331544, + -0.002303390193919449, + -0.0022970740872689695, + 0.0022733026804419073, + -0.002251633424055363, + -0.002231747262538562, + 0.0022274950509767215, + -0.0022259508254812914, + -0.002219046738036106, + -0.002212006077579633, + -0.00219419795659258, + 0.0021885304808026574, + 0.002184593780743804, + 0.002147396265288676, + 0.002136980071490807, + -0.002136548512747103, + 0.002128137463014031, + -0.0021270079256666386, + 0.002100061310481333, + -0.0020917215924962014, + 0.0020806746517483127, + 0.0020675511830316063, + -0.00205596864946681, + -0.0020546580659036168, + 0.0020439435041427283, + -0.00203220158372282, + 0.0020159292382589122, + 0.0020117584899907066, + -0.0020090403338179985, + 0.001992718948070122, + -0.001990961540099718, + -0.0019903555616192386, + 0.001987399392597017, + -0.0019824171212127046, + -0.001979997667243997, + -0.001979209867571354, + -0.0019748986114561363, + 0.0019696184966628404, + -0.001967744699512605, + -0.001961731911110649, + -0.001958743574958794, + -0.001946236285870427, + -0.0019359289408685063, + 0.0019141177435481912, + 0.001900866747804862, + 0.0018951427478921886, + -0.0018759873665125178, + 0.0018749888043888769, + 0.0018694374652213292, + -0.0018687100686824612, + -0.0018603353296620347, + 0.0018507351008725881, + 0.0018494386832253918, + 0.0018469621326445247, + 0.0018421466627846412, + 0.0018350375812497689, + 0.0018312065121358614, + -0.0018250853944498228, + 0.0018113830730888398, + 0.0018110876545897692, + 0.0018110010866262492, + 0.0018041936563280216, + 0.0018012765804407437, + 0.001797278205932257, + 0.0017891676009141328, + 0.0017831378803285114, + 0.001777658642253265, + -0.0017609974266149316, + 0.0017606581595865152, + 0.0017530325424838977, + 0.0017508716343810247, + -0.00174928370706564, + 0.001737036262716531, + -0.0017295281301038152, + -0.0017218122385025281, + -0.0017130255436197778, + 0.001712255406368678, + -0.0017091796321611113, + 0.001706835537964727, + -0.0016943493624656555, + 0.0016819004005506016, + 0.0016753058154190266, + -0.0016611257150070582, + 0.0016561414071990057, + -0.0016558494295976442, + 0.0016555514489632384, + 0.0016514905098515477, + 0.0016499491255897738, + 0.00164909492027766, + 0.001640535463504849, + -0.0016390587880776232, + 0.0016390349654466132, + 0.0016298745716942051, + 0.0016030295426165701, + -0.001602712881429926, + 0.0015960417569223617, + 0.0015922617318531195, + 0.0015859947254650917, + 0.0015858706461387045, + 0.0015717122119856455, + 0.0015700925992361836, + 0.001565361628405971, + 0.0015640335390747244, + 0.001558637485519183, + -0.0015573336325284811, + -0.0015474768832245988, + 0.0015413636997516095, + -0.0015368562948885238, + -0.001526199300604573, + 0.001520449956615202, + 0.001519052956328622, + -0.0015103235826969183, + 0.0015053805005903376, + -0.0015028995611857776, + 0.00150288923716722, + 0.0014999763276556787, + -0.0014996003523379674, + 0.0014810699315836813, + 0.0014770859949158385, + -0.0014757136700838658, + -0.0014750286310734073, + -0.0014702700086084257, + 0.001470182862425806, + -0.0014595396926363818, + -0.0014533511708079787, + 0.0014447397021297547, + -0.0014412863409263438, + 0.0014361327582474443, + -0.0014333134091736891, + -0.0014281484860096606, + -0.0014243012714659866, + -0.0014221274639727708, + 0.0014215716414917728, + -0.0014168929004084762, + -0.0014168919997143224, + 0.0014092774734672862, + -0.0014026163912377564, + 0.0013981646902745048, + -0.0013967134037883154, + 0.0013941543714495184, + 0.0013715733050449557, + 0.00136363803191189, + -0.001356159535883723, + 0.0013558225609133108, + -0.00135535069234316, + -0.001343563958546857, + -0.0013390571368992292, + 0.0013330418523873177, + 0.0013326762628575036, + 0.0013316889765814877, + -0.0013298691504225954, + -0.001323725187816897, + 0.0013229576310588604, + 0.0013214220204476347, + -0.0013208125444599036, + 0.0012980430248092732, + -0.0012937799778247796, + 0.0012912471690990155, + -0.0012859152974541905, + -0.0012805269180528615, + 0.0012801946537148083, + 0.0012768060530135292, + 0.0012703442282167325, + 0.0012611721816529673, + -0.0012573595000972407, + 0.0012539521419397965, + -0.0012524392470691062, + 0.0012455545405137501, + 0.001234101639412614, + 0.001223360203171366, + 0.001215080272612783, + -0.001213946000867558, + -0.0012092845582746348, + 0.0012077522021616731, + -0.0012058441328437104, + -0.0011937749755522936, + -0.0011934722570353532, + 0.0011905827833023602, + 0.0011872845634797707, + 0.00116953081876654, + -0.001164235685851818, + -0.0011641869526793683, + -0.0011626212935735318, + -0.0011622480469669616, + 0.0011620364784097135, + 0.0011611593000874015, + -0.0011589420537067032, + 0.0011582834338566663, + -0.001154800366599141, + 0.0011530069241797588, + -0.0011461906665011406, + -0.0011414849253445205, + -0.001140280540273316, + 0.001139157500659996, + 0.0011364650787050483, + -0.001129227914854812, + 0.001124576014640534, + -0.0011238787722538054, + 0.001121939717941457, + -0.0011150556364645293, + -0.0011136161050725355, + -0.00111345717659737, + -0.001095106318622893, + 0.0010878620337993854, + 0.0010804843508796338, + 0.0010798266645916266, + 0.0010731178396750742, + -0.001071921965638962, + 0.0010609125985923734, + 0.0010566862577974126, + 0.0010549858237303906, + 0.0010422087581296092, + -0.0010371760675201049, + 0.0010308330006620172, + -0.001030497227827033, + 0.001029299941921739, + -0.0010266270189553017, + -0.001025368316080105, + 0.0010247210022943413, + 0.0010240020260008182, + 0.001017634938776471, + 0.0010162855306178626, + 0.0010154769388707357, + -0.001008141896985904, + -0.0010079308580858844, + 0.0010075380219129787, + 0.001000449523503988, + 0.0010001321231846586, + 0.0009967248946561235, + 0.0009952391131182535, + -0.000992303455486748, + 0.0009790906161850118, + -0.0009770006063787254, + -0.0009682625992714405, + -0.0009682102641673583, + 0.000960087365988459, + -0.0009594162732588571, + -0.0009562537078933102, + 0.0009523660384474238, + -0.0009502045644599498, + 0.0009423337829572233, + 0.0009413002789114527, + -0.0009374197102632541, + -0.0009320133664836652, + 0.0009257619315558025, + -0.0009245849540968067, + 0.0009178960281730181, + -0.0009162312461358179, + 0.0009140182437793209, + 0.0009011008589702778, + -0.0009002738362570694, + -0.0008998288695492735, + 0.0008899497512329344, + -0.0008890532185468676, + 0.0008855340428342349, + -0.0008842163984077856, + 0.0008803147248809519, + -0.0008732439096480362, + 0.0008679373241215107, + 0.0008668061796728622, + 0.0008644662993392433, + 0.0008610009802297577, + 0.0008603717773106326, + -0.0008565337585921141, + -0.000853635764917489, + 0.0008512456850392814, + -0.0008503281353428663, + 0.0008482696532639973, + -0.0008429884260027653, + 0.0008343598059585481, + 0.0008248258427749108, + -0.0008229543952277327, + 0.000820467767031768, + 0.0008185350608378633, + -0.0008182982950591982, + 0.0008065143330544932, + 0.0008022988484217488, + 0.0008009411952363223, + 0.0007919677197535912, + 0.0007914100168746445, + 0.0007901610091312183, + -0.0007883951056930115, + -0.0007859551253588194, + 0.000785642003294303, + -0.000782634585220664, + 0.0007800250261059633, + -0.0007791039983969132, + 0.0007786132471024911, + -0.0007772954776607738, + 0.0007760503851133242, + 0.0007724471009135506, + -0.0007680573959986135, + -0.0007667393633549386, + -0.000764425669613976, + -0.0007603272252266825, + 0.0007568045490700992, + -0.0007567352371482386, + -0.0007493264461399645, + 0.0007443411926362391, + 0.0007416434395285363, + -0.0007416372460485565, + 0.0007409373840018091, + 0.000740880948024465, + 0.0007406853344862968, + -0.0007380572776400072, + -0.0007353026507593284, + -0.0007350677226190953, + 0.0007329109618540379, + -0.0007265560634012339, + -0.0007244284292600562, + -0.0007206658176552248, + 0.0007155784703662101, + 0.0007095064940411303, + -0.0007095054980290831, + -0.0007024680306973573, + -0.0006982507523715212, + 0.0006947536876246275, + 0.0006895854440750733, + 0.0006874852799228057, + 0.0006857574204254383, + -0.0006838177695790062, + -0.000679870656537165, + 0.0006763203860606725, + -0.000674091928609509, + -0.0006672567518741183, + -0.0006645794821036812, + -0.0006496567768941921, + 0.0006496319624237545, + 0.0006487799094139924, + 0.0006474776326016482, + 0.0006431872216939052, + 0.0006418397320654722, + 0.000633740881328491, + 0.0006324747813059063, + -0.0006309619195487364, + 0.0006304398847990746, + 0.0006301693679304931, + 0.0006292271205785875, + -0.0006251427507640545, + -0.0006224946185257086, + 0.0006185703684683516, + -0.0006175892701784094, + -0.0006157869811130613, + -0.0006147898097319769, + -0.0006044516640163175, + 0.0006018372698960794, + -0.0005993308159727798, + -0.0005960871464089825, + 0.0005958871182507835, + -0.0005955746913857791, + 0.0005943679079466569, + 0.0005934455939803289, + -0.0005867193443599234, + 0.000586658635737698, + -0.0005834345690973784, + 0.000583089398367242, + 0.0005808775319137556, + 0.0005804350150746033, + -0.0005789986351747462, + -0.0005749659290196158, + 0.0005734408767496441, + -0.000569040992594425, + 0.0005599205574602504, + -0.0005567495958616483, + 0.0005517594579192857, + -0.0005513319155636945, + -0.0005443769706046161, + 0.0005443162991422216, + 0.0005441309517079618, + 0.0005420767739154175, + -0.0005375161162512503, + 0.0005322233697925649, + -0.0005317947898147461, + 0.0005297604622187351, + -0.0005225822830820075, + 0.0005210084741683119, + 0.0005200326731387407, + 0.0005196295197424415, + -0.0005172084962145766, + 0.0005171826505058812, + -0.0005163400468593182, + 0.0005133114444843671, + 0.0005093999546300678, + 0.0005078931738462577, + 0.00050774515333171, + 0.0005073083212932404, + 0.000507113365831631, + 0.0005067517520906697, + -0.0005055601845065081, + -0.0005053316313229494, + -0.0005035057400405958, + -0.000502919956666608, + -0.0005021343943648059, + 0.0005016954815946274, + 0.0005013339236306807, + -0.0004993763790504769, + -0.0004980341423456311, + 0.0004974208200403797, + -0.0004966666535934168, + 0.0004909086647774028, + 0.0004905096562128801, + -0.0004902710287519353, + -0.0004887085738647177, + 0.0004879028848772724, + -0.00048551219085965096, + -0.0004841560511825008, + 0.0004792799392354885, + 0.00047846069635574937, + 0.0004730158207838369, + 0.00047147098858310566, + -0.0004713247390109166, + -0.00046573852509835867, + -0.00046305486173810233, + 0.000462962927530267, + 0.0004628946411036895, + 0.0004624431958686138, + -0.00046095488614347014, + -0.00045913660686225074, + -0.0004557412287169419, + 0.0004519693743905416, + -0.00045057428792915814, + -0.0004446392360425685, + 0.00043695728465344147, + -0.00043688494564345873, + -0.0004368810613110915, + 0.00043369592035147266, + -0.0004269099970024957, + 0.0004231360651027041, + -0.0004213803646082866, + -0.0004131351030539025, + 0.0003988239211554873, + -0.00039710511540347614, + -0.0003955905856783521, + 0.00039207387056428597, + -0.00038991529470441285, + 0.00038490557531500213, + 0.0003847818405462062, + -0.00038355169327064503, + 0.0003829020201878951, + 0.000382109647465719, + -0.0003802091123281384, + -0.0003796793602676196, + 0.00037888588742100005, + -0.00037659704966006854, + 0.00037556033019283053, + -0.00037503193185432814, + -0.00036915608029625097, + 0.00036717410383713464, + -0.0003661403185973788, + -0.0003655119339680528, + 0.00036487093868143585, + -0.00036437401818712725, + -0.0003631995611791639, + 0.0003592517824379163, + -0.0003559283301035676, + 0.00035226947703626113, + -0.00035147792347615074, + -0.0003509810628964987, + -0.00035073547736885855, + 0.00035067985673972854, + -0.0003495962764321326, + 0.000348227051382458, + 0.0003458746425093466, + 0.00034058731300601054, + 0.00033912252903731924, + -0.00033820855526721074, + 0.00033735172425082614, + -0.00033612544786960246, + 0.00033446257116148865, + -0.0003298506710037768, + 0.00032819195982520876, + 0.00032808629709008246, + 0.0003279407784994297, + 0.00032264112867031694, + 0.0003191617261310704, + 0.0003161278502301824, + 0.0003129821735071017, + 0.0003111214698138229, + 0.0003108407871758269, + 0.0003085325678404532, + -0.0003077709622425679, + -0.0003060135348259804, + -0.00030200529597393394, + 0.000301445881865898, + -0.00029995999483958363, + 0.0002984012476282471, + -0.0002955518759726796, + -0.0002909374100162192, + -0.0002906412158383454, + -0.00028896261732428937, + 0.0002852877160639736, + 0.00028454584399786404, + 0.00028441219138331154, + -0.00028422029112587846, + -0.00028093855361525254, + 0.0002807027017081524, + 0.00027801023717193745, + 0.0002777666028096445, + -0.0002768287571438713, + 0.00027655335628033663, + 0.00027616907784021777, + 0.0002703820797017665, + 0.0002698129194676123, + 0.0002697287821294942, + 0.0002621126299246787, + 0.00025769715430596886, + 0.00025322043877124944, + -0.00024919384701910886, + -0.00024759376013882005, + 0.0002475914762373936, + 0.000247452971313397, + -0.00024552141726728817, + -0.0002440930015127985, + 0.00024201704099782192, + -0.0002420004491291967, + -0.00024177739955100612, + 0.00024149008149670903, + -0.0002411404148680091, + -0.0002406776402641863, + 0.00023952704894770788, + -0.00023815578978680316, + 0.00023777324910228957, + -0.00023315538619644524, + -0.0002309243382889148, + -0.00022577990765335084, + -0.0002255431872469671, + 0.00022222115301789497, + 0.00022038519535623355, + -0.00021820335755571335, + -0.00021721279985377793, + 0.0002167344388609217, + 0.00021287765877258072, + 0.00021257751652408385, + 0.00021177394973567542, + 0.0002113897432811817, + 0.00020947166382562373, + 0.00020795345791550007, + 0.00020714708176361316, + 0.00020630523823602016, + 0.00020576545438510065, + 0.00020348388495360127, + 0.000201367783492599, + 0.00019835464906224487, + 0.0001980527077929221, + -0.00019667694554820293, + 0.0001965429297690075, + -0.00019306481570996204, + -0.0001925931585093481, + -0.0001921404908800624, + -0.0001900485884391526, + -0.0001887832638591517, + -0.0001884840133727891, + 0.00018668912452331007, + -0.00018546622102014187, + 0.00018390730771205554, + -0.00018347774242421684, + 0.00018239262149090144, + 0.00018216311063326071, + -0.00018109553904382145, + -0.00018060772166821632, + 0.00017956576240715284, + 0.00017947700711347348, + 0.0001791566020638208, + -0.00017608049565134897, + -0.00017528398677983635, + 0.00017505776299520643, + -0.00017360646769882038, + -0.00017343672428716427, + 0.00017335102340697016, + 0.00017147767459976847, + 0.00017103890595579854, + 0.0001694222078515447, + -0.00016888145173683808, + -0.00016816595595190483, + 0.00016492144265856418, + -0.0001632339098205532, + 0.00016133649928113476, + -0.0001607305880814927, + 0.00016031361380798137, + -0.0001593799940184213, + -0.00015732651047892945, + 0.0001570059522842747, + -0.00015602785918296717, + 0.00015548667888199991, + -0.00015474667543076675, + 0.00015347629735204898, + -0.00015325665158035534, + -0.00015203510740446774, + 0.00015096185950939732, + -0.00015095698320859779, + 0.00015070425109058676, + 0.00015019822677422306, + 0.0001488030493288429, + 0.00014848866648436475, + -0.00014681138146615047, + 0.0001451137567109583, + 0.00014469851097806576, + -0.00014415467024258085, + -0.00014070277340832884, + 0.00014034262273709532, + -0.0001390676916901599, + -0.00013757706874264984, + -0.0001363863699619578, + 0.00013599516619644585, + 0.00013563935417458276, + 0.00013476068740204887, + -0.0001345812205766011, + -0.000133343799232329, + -0.00013268723257038655, + -0.00013258688461950319, + -0.00012987814300755392, + -0.00012458915906567213, + 0.0001243198295193198, + 0.00012351680863951277, + 0.0001230775244476806, + 0.0001226130603059734, + -0.00012209492138773068, + 0.00011991269600251276, + 0.00011889219315264065, + -0.00011670672714209676, + 0.00011664487486324802, + -0.00011593105501872367, + -0.00011393165385980056, + -0.00011379897484297355, + 0.00011151225706105529, + 0.00010909067965269907, + -0.00010877729062609783, + -0.000108758316298597, + 0.00010497929605876061, + -0.00010441996851706794, + 0.00010397004581055737, + -0.00010193319159184782, + -0.00010129306739788985, + 0.00010103581297205752, + 0.00010032722242336532, + -9.995885127569981e-05, + 9.956682478860094e-05, + 9.868203613152858e-05, + 9.865435712550435e-05, + 9.652092229093704e-05, + -9.568163880771131e-05, + -9.436802113030638e-05, + 9.2558089745682e-05, + -9.195915031464981e-05, + 9.187711672960896e-05, + 9.016663257051439e-05, + 8.875806842577303e-05, + -8.442173047204275e-05, + -8.440198490866195e-05, + 8.36887999665264e-05, + -8.178563127553208e-05, + -8.107753319992633e-05, + 8.104195043952935e-05, + -8.066219452074361e-05, + 7.638605801238447e-05, + 7.599454057536186e-05, + 7.59570590188464e-05, + -7.532588622029481e-05, + 7.51552207977258e-05, + 7.397844777956542e-05, + -7.371065576940014e-05, + 7.363569897154835e-05, + 7.287727442043107e-05, + 7.279961535719687e-05, + -7.105243614613765e-05, + -7.011722558957426e-05, + -6.879709507613747e-05, + -6.818646825686061e-05, + -6.699323586486818e-05, + -6.396824496311192e-05, + 6.336680885916498e-05, + 6.302087973646253e-05, + 6.298902807066942e-05, + 6.118902736415124e-05, + 6.0561564831175394e-05, + -5.961446158080112e-05, + 5.86602338141796e-05, + -5.826485928919535e-05, + -5.620733283664924e-05, + 5.45221271661236e-05, + 5.3864863986326755e-05, + 5.102500852141779e-05, + 5.083050482987316e-05, + 5.011244608176525e-05, + 4.9436121105066146e-05, + 4.907170203426832e-05, + 4.857101576217749e-05, + -4.845284947296245e-05, + -4.747261801482798e-05, + 4.725760544086876e-05, + -4.599173817952409e-05, + 4.493368026346883e-05, + -4.468307735493791e-05, + -4.4042172919578344e-05, + -4.4002161300685255e-05, + -4.345560790495451e-05, + -4.3332048771914456e-05, + -4.330596683827741e-05, + -4.32880045384737e-05, + -4.320484069591606e-05, + 4.162423324510107e-05, + -4.136700704146327e-05, + 4.043796155536388e-05, + 3.9708352006624864e-05, + 3.9096081474285156e-05, + 3.8691043871250314e-05, + 3.851425360118777e-05, + 3.779129930570761e-05, + 3.7338204207691935e-05, + -3.700138930747449e-05, + -3.66807872010648e-05, + 3.596793642428087e-05, + 3.544716656639273e-05, + 3.5266235694660265e-05, + 3.4970451107927745e-05, + 3.477605683364928e-05, + 3.445486358795117e-05, + -3.109378378791459e-05, + -3.084976538210042e-05, + -3.0224363229297467e-05, + 2.986658490004183e-05, + 2.9080304109775363e-05, + -2.851228615887858e-05, + -2.821230768349678e-05, + -2.6833136853749343e-05, + -2.5490175324513847e-05, + 2.480206266404993e-05, + 2.2682617343651348e-05, + 2.2647465570660978e-05, + -2.2410875116869013e-05, + 2.2271325625170078e-05, + 2.098885885227096e-05, + 2.0492231160481683e-05, + -2.033788876619733e-05, + 1.9925199897720816e-05, + -1.9896779208176793e-05, + 1.9389743260871683e-05, + -1.9065038202648714e-05, + 1.8684500617083387e-05, + 1.8574062712112645e-05, + -1.8363344845537813e-05, + 1.833584894521427e-05, + 1.832134689671346e-05, + 1.820717736735295e-05, + 1.7886772453573017e-05, + 1.725634549765794e-05, + -1.651909791270887e-05, + 1.6122548312411357e-05, + 1.58760632553049e-05, + 1.5649239624124896e-05, + -1.5198481313222176e-05, + 1.4714310261623695e-05, + 1.428909649927512e-05, + 1.4243833557595361e-05, + 1.4189748862508461e-05, + 1.4126861332520246e-05, + -1.4099189238149182e-05, + 1.4082827498904243e-05, + 1.3951728482614534e-05, + 1.3829937699748308e-05, + -1.3485184757482058e-05, + -1.3367725522877934e-05, + 1.3042015367492458e-05, + -1.2788363297231049e-05, + 1.2642717365661452e-05, + -1.233960132849731e-05, + 1.2021588883884282e-05, + 1.1076056571240882e-05, + 1.0957816174460014e-05, + -1.0684179111257835e-05, + -1.0599922182776674e-05, + 1.0332513792234944e-05, + -1.0270540667565665e-05, + -9.960525527629375e-06, + 9.537344487859873e-06, + -9.427858266638942e-06, + -8.832976591737574e-06, + 8.728983887744579e-06, + 8.406426906991802e-06, + 8.353052193624596e-06, + 8.158568336656275e-06, + -7.426856990225096e-06, + 7.338652156193939e-06, + -6.914544290063513e-06, + 6.827668941375555e-06, + -6.529762788501142e-06, + -6.14898392014854e-06, + 6.134733706562188e-06, + -5.493170605209365e-06, + -5.4690703270331456e-06, + -5.370251327853343e-06, + -5.278796223018228e-06, + 5.2272392407444045e-06, + 4.895525544751332e-06, + -4.848020450933409e-06, + 4.424597762653564e-06, + 4.315684817582873e-06, + -4.071953913508238e-06, + 4.071775470831232e-06, + 4.058258365149478e-06, + 3.878951425520576e-06, + 3.816267115705967e-06, + -3.641069143503677e-06, + 3.1575465130528852e-06, + 2.947436567666424e-06, + -2.9410261328329275e-06, + -2.8405099960959472e-06, + -2.7726953480988845e-06, + 2.5876675254847125e-06, + 2.002611915199212e-06, + -1.668270359691006e-06, + 1.620927631781374e-06, + 1.270862928556884e-06, + 1.2171202903401382e-06, + -1.1925935259558432e-06, + -1.1844915404294265e-06, + 1.1353778400471063e-06, + -1.1349748619527644e-06, + 9.329367828248538e-07, + 7.399804829630634e-07, + 5.728612647700209e-07, + -5.110148030168029e-07, + 4.909629048927045e-07, + 4.426727230203717e-07, + 4.2065707435308694e-07, + 2.78529283426012e-07, + -2.735539871409636e-07, + 2.6019904173833287e-07, + 1.7983481718186392e-07, + 1.2282741281252398e-07, + 1.2032756862028094e-07, + 1.0612118512979575e-07, + 1.6401527318080282e-08, + 2.3638793541646745e-10 + ], + "Absolute Coefficient": [ + 0.04279954715131597, + 0.03570583496777861, + 0.0325543690368882, + 0.03208272998002528, + 0.031839266783530606, + 0.029070568779607356, + 0.02669148802815075, + 0.026307755426756972, + 0.026129202291480417, + 0.025281869976472738, + 0.025259270814732462, + 0.02480387114014631, + 0.02464710458533146, + 0.024429725474862312, + 0.024318488141731664, + 0.024012122029496246, + 0.023996277323298773, + 0.023799060343929555, + 0.02358437890137787, + 0.023232784244164115, + 0.02285362137427542, + 0.02250415779562981, + 0.022434925351171982, + 0.022312407708268353, + 0.022265462979972662, + 0.022136964344178243, + 0.02204397814575076, + 0.022042299290986906, + 0.021565097742309837, + 0.020910179611131664, + 0.020123541634414634, + 0.01977354972020162, + 0.019648573482822996, + 0.019127077471209206, + 0.01860500766670093, + 0.01853192875075844, + 0.018496076890134657, + 0.01826991568955525, + 0.01809435567389494, + 0.017863381384021184, + 0.01781593556545479, + 0.017738590075776, + 0.01685490558956643, + 0.01664519755309696, + 0.016223489015501535, + 0.016188630253152578, + 0.01596435925362627, + 0.01568847301264423, + 0.015648629922886823, + 0.015436818801099211, + 0.01529641034421992, + 0.015094205256294452, + 0.01507765981520267, + 0.014883969683515425, + 0.014696571674554524, + 0.014446932700047, + 0.014271469016891686, + 0.014050967737255959, + 0.013936918604329216, + 0.01391486708132871, + 0.013879654871328933, + 0.013569084254387336, + 0.013535320829559603, + 0.013142697951627093, + 0.013052448387281215, + 0.012924516590540837, + 0.01285378264442853, + 0.012840944549074843, + 0.012815683258168275, + 0.012613472069111124, + 0.012573992458495912, + 0.01242448815933832, + 0.012367056759627543, + 0.012331575377306078, + 0.012107178403732195, + 0.012017269603887713, + 0.011976809532485273, + 0.011967634769135345, + 0.011904368935142061, + 0.011902052402620223, + 0.011790709362624842, + 0.011766428286109513, + 0.011722981124947773, + 0.011489565149973156, + 0.011302700050815032, + 0.011253532102848025, + 0.01120298682216167, + 0.011201089130520979, + 0.011159941485578667, + 0.010889249597442006, + 0.01077936765687724, + 0.01065794314587385, + 0.010644636238272338, + 0.01061061595897714, + 0.010608214059724501, + 0.010580838994515195, + 0.010536392592217031, + 0.01051918855173198, + 0.010453443624965152, + 0.010432169648218043, + 0.010427269239039756, + 0.010145864219150666, + 0.010127085835199228, + 0.010034645279156445, + 0.009930465118347736, + 0.009915788851368219, + 0.009882307658726983, + 0.00985961737498458, + 0.009600628543661912, + 0.009590505409920791, + 0.00957498295368387, + 0.009485177635950944, + 0.009387259671974608, + 0.009378049551106805, + 0.009374585757091042, + 0.009311019648573724, + 0.009249346033509633, + 0.009172888146517188, + 0.00916567610509292, + 0.0091594449697233, + 0.009151577268029822, + 0.009074423562629677, + 0.00903737500281792, + 0.00885711189687562, + 0.008855544038190156, + 0.008810011983269094, + 0.00878641686801012, + 0.008625072140998152, + 0.008552273303124745, + 0.00847557521988473, + 0.008469361482815796, + 0.008432061145813415, + 0.008412614444090551, + 0.008411784269437539, + 0.00837862692505643, + 0.008362361727281914, + 0.008341544538451347, + 0.008332582815455443, + 0.008262963007083795, + 0.008198940105636286, + 0.008144571553778783, + 0.008140886700274458, + 0.008125088543059367, + 0.00810985933043878, + 0.008076530053824634, + 0.007956590912270804, + 0.007944964139388916, + 0.007930796053316647, + 0.007862367655340636, + 0.007852656229739751, + 0.007827631002195265, + 0.007691036472313286, + 0.007651207065375145, + 0.0076074840174108205, + 0.007597060737963618, + 0.007587134472650218, + 0.007556868585236403, + 0.007548319043327307, + 0.007542762458482537, + 0.007468352900405429, + 0.007442413751295763, + 0.007379326647848857, + 0.007357499519299582, + 0.007348046490980143, + 0.00730276385185704, + 0.007202759913452968, + 0.007186373081504676, + 0.007158702432655057, + 0.007088350107888426, + 0.007084486854911843, + 0.006984652140711843, + 0.006891547471918919, + 0.006800458453992309, + 0.006790461906920085, + 0.00678311494103438, + 0.006765835322302662, + 0.006763600230596692, + 0.006719505016257158, + 0.006704558772700108, + 0.006673213804497735, + 0.0066310328675744734, + 0.006626501775762693, + 0.006624187086410476, + 0.006521335248560491, + 0.00644493613585173, + 0.006440924328878579, + 0.006434418310752659, + 0.006387386880326083, + 0.006307192361276525, + 0.006281229080130462, + 0.006278077564985994, + 0.006249102559650186, + 0.006243855772322903, + 0.006237876676633327, + 0.006056583452167128, + 0.006036350582065799, + 0.006010217590571585, + 0.005955572058619798, + 0.0059498983055664, + 0.005902269375449235, + 0.005808308896092548, + 0.005791880171339736, + 0.005780526916209856, + 0.005776789438779571, + 0.0057403545091206905, + 0.005700986323712248, + 0.0056232331082791695, + 0.005599463221066973, + 0.0055507222946221514, + 0.005542206783370624, + 0.005521750148346747, + 0.00550187941604414, + 0.005479815091093097, + 0.0053926755068803445, + 0.00538492784584345, + 0.005380715651792116, + 0.005334505161402155, + 0.005318411907737998, + 0.005301651984795262, + 0.0052096353385446496, + 0.005208819428661046, + 0.005188570403036587, + 0.005166251478825153, + 0.005161739773629301, + 0.005146313120582515, + 0.0051406747405916605, + 0.00513844692022784, + 0.005137711644227684, + 0.005067764195154074, + 0.00506342163989845, + 0.005054517572919699, + 0.005019641328080232, + 0.00501532193020184, + 0.0049749728575973675, + 0.004966396684417703, + 0.004876844913330407, + 0.0048705285568005005, + 0.004853911644941673, + 0.0048536365497096985, + 0.004833039498902744, + 0.004819675250548983, + 0.004782827965776825, + 0.004742964441478329, + 0.00472241599146106, + 0.004706059310492847, + 0.004687038830393094, + 0.004592942655553127, + 0.004576116659498287, + 0.004573846653844243, + 0.0045624654371939875, + 0.004557566037807609, + 0.004540890763256848, + 0.004535974270433215, + 0.004522775238503679, + 0.004515093935026332, + 0.0044952392629745005, + 0.004461171821749989, + 0.004455004506347213, + 0.0044327328497495, + 0.004389782480640779, + 0.004356758330256863, + 0.004354213105476159, + 0.004332108996552262, + 0.004328049772894229, + 0.004312901491194442, + 0.004312798624133247, + 0.004287293591459238, + 0.004285540851110628, + 0.004278546495164824, + 0.00426640418203192, + 0.004247186309690535, + 0.004213137744999135, + 0.004201245178502867, + 0.004199365660635267, + 0.004192660550210539, + 0.004191307302814259, + 0.004178483951790673, + 0.004176820011660348, + 0.004173915513568497, + 0.004147354744475718, + 0.004132228448405018, + 0.004101866180936547, + 0.004046165558547172, + 0.0040152266748843595, + 0.003991616947294943, + 0.003985711821779589, + 0.003979981740058008, + 0.00395873250981234, + 0.0039556134990755545, + 0.003878756172705961, + 0.003877302503133796, + 0.003863353635216829, + 0.0038599542531973395, + 0.0038549574951673767, + 0.003854739779173431, + 0.003853450468440857, + 0.003851350082548548, + 0.0038439490045055675, + 0.003830359807701665, + 0.0038272031892738127, + 0.0038112626714822536, + 0.0038035341104238015, + 0.0037954151574640486, + 0.0037932105702881257, + 0.003790342628425173, + 0.003776833540978423, + 0.0037737943916915395, + 0.003762852954155053, + 0.0037559462603599177, + 0.003740755484868089, + 0.0036793332042410016, + 0.003672512760470892, + 0.0036260176780368294, + 0.00359953931084956, + 0.0035872265966311974, + 0.003580549756229199, + 0.0035802471981779805, + 0.0035740628328771113, + 0.0035340507750573355, + 0.003529742430646986, + 0.003526478379339264, + 0.0034890446928569924, + 0.003487335726113321, + 0.0034870604506823544, + 0.0034802748647044354, + 0.003472858163747083, + 0.003467864404319807, + 0.003464613207772127, + 0.003458554301183905, + 0.0034492033854513922, + 0.0034456587475738404, + 0.003441602178880039, + 0.003435351557816653, + 0.0034350930282458186, + 0.0034202645858805543, + 0.0034113049898211617, + 0.003396348085206759, + 0.0033840057526815016, + 0.0033729749034134694, + 0.003343449697840854, + 0.0033270670966754337, + 0.0033219167983103873, + 0.0033129273669719166, + 0.003301279725332235, + 0.003290221427105696, + 0.003265483306500587, + 0.003264412482843816, + 0.0032568433389259, + 0.0032459761840951487, + 0.0032450965290015286, + 0.003238084917283675, + 0.0032124700518237014, + 0.003199288737097054, + 0.003198672431055924, + 0.0031840086664309273, + 0.0031832285300201005, + 0.003182537031552029, + 0.0031789136296903097, + 0.0031770141999917074, + 0.0031573020977913166, + 0.0031542066247945344, + 0.0031473547381904066, + 0.0031110659037392324, + 0.003105342712288747, + 0.0031052615178679753, + 0.0030820761166262256, + 0.0030724110171159473, + 0.00306659998513113, + 0.003061991013607981, + 0.0030597895886855264, + 0.0030566324879068643, + 0.0030017926091991326, + 0.0029758102100084657, + 0.002968326551516148, + 0.0029681791684352354, + 0.0029514536477815404, + 0.0029398361369578616, + 0.0029352460415293753, + 0.0028963668223653434, + 0.0028800844083429903, + 0.0028789750137515895, + 0.0028622557793076347, + 0.0028586779734114174, + 0.002851477822723799, + 0.0028463949000457132, + 0.0028371133728581147, + 0.002831163546838628, + 0.002829858019080571, + 0.002825072136046967, + 0.0028179229860413597, + 0.002817472095275468, + 0.00281185388196527, + 0.0027809716043016375, + 0.0027795987429989253, + 0.0027795176182247496, + 0.0027770833107700894, + 0.0027593941313639515, + 0.0027343728749371567, + 0.002732577022120063, + 0.0027276105822444624, + 0.00272575248389958, + 0.002722510818233725, + 0.002706794980181936, + 0.002663672696381678, + 0.002646563335256629, + 0.002646524631111302, + 0.0026201524875864544, + 0.002608741779314261, + 0.0026057594730512835, + 0.002588904422084507, + 0.002580323246215844, + 0.002551069075034184, + 0.0025453149390250586, + 0.0025445938983393633, + 0.0025436171786915175, + 0.0025032382329281256, + 0.0024934447077413725, + 0.0024906639314615144, + 0.0024850785102451646, + 0.0024612869966959905, + 0.002419699112112116, + 0.0024152260981406366, + 0.0024150376078119692, + 0.0024094124072803883, + 0.0023978867912361735, + 0.0023874499636728926, + 0.0023862377744377707, + 0.0023792095947448378, + 0.002365942454618006, + 0.002362239910834267, + 0.0023472996066748815, + 0.002344915803093379, + 0.0023268944624544423, + 0.0023188432349965315, + 0.0023059399597331544, + 0.002303390193919449, + 0.0022970740872689695, + 0.0022733026804419073, + 0.002251633424055363, + 0.002231747262538562, + 0.0022274950509767215, + 0.0022259508254812914, + 0.002219046738036106, + 0.002212006077579633, + 0.00219419795659258, + 0.0021885304808026574, + 0.002184593780743804, + 0.002147396265288676, + 0.002136980071490807, + 0.002136548512747103, + 0.002128137463014031, + 0.0021270079256666386, + 0.002100061310481333, + 0.0020917215924962014, + 0.0020806746517483127, + 0.0020675511830316063, + 0.00205596864946681, + 0.0020546580659036168, + 0.0020439435041427283, + 0.00203220158372282, + 0.0020159292382589122, + 0.0020117584899907066, + 0.0020090403338179985, + 0.001992718948070122, + 0.001990961540099718, + 0.0019903555616192386, + 0.001987399392597017, + 0.0019824171212127046, + 0.001979997667243997, + 0.001979209867571354, + 0.0019748986114561363, + 0.0019696184966628404, + 0.001967744699512605, + 0.001961731911110649, + 0.001958743574958794, + 0.001946236285870427, + 0.0019359289408685063, + 0.0019141177435481912, + 0.001900866747804862, + 0.0018951427478921886, + 0.0018759873665125178, + 0.0018749888043888769, + 0.0018694374652213292, + 0.0018687100686824612, + 0.0018603353296620347, + 0.0018507351008725881, + 0.0018494386832253918, + 0.0018469621326445247, + 0.0018421466627846412, + 0.0018350375812497689, + 0.0018312065121358614, + 0.0018250853944498228, + 0.0018113830730888398, + 0.0018110876545897692, + 0.0018110010866262492, + 0.0018041936563280216, + 0.0018012765804407437, + 0.001797278205932257, + 0.0017891676009141328, + 0.0017831378803285114, + 0.001777658642253265, + 0.0017609974266149316, + 0.0017606581595865152, + 0.0017530325424838977, + 0.0017508716343810247, + 0.00174928370706564, + 0.001737036262716531, + 0.0017295281301038152, + 0.0017218122385025281, + 0.0017130255436197778, + 0.001712255406368678, + 0.0017091796321611113, + 0.001706835537964727, + 0.0016943493624656555, + 0.0016819004005506016, + 0.0016753058154190266, + 0.0016611257150070582, + 0.0016561414071990057, + 0.0016558494295976442, + 0.0016555514489632384, + 0.0016514905098515477, + 0.0016499491255897738, + 0.00164909492027766, + 0.001640535463504849, + 0.0016390587880776232, + 0.0016390349654466132, + 0.0016298745716942051, + 0.0016030295426165701, + 0.001602712881429926, + 0.0015960417569223617, + 0.0015922617318531195, + 0.0015859947254650917, + 0.0015858706461387045, + 0.0015717122119856455, + 0.0015700925992361836, + 0.001565361628405971, + 0.0015640335390747244, + 0.001558637485519183, + 0.0015573336325284811, + 0.0015474768832245988, + 0.0015413636997516095, + 0.0015368562948885238, + 0.001526199300604573, + 0.001520449956615202, + 0.001519052956328622, + 0.0015103235826969183, + 0.0015053805005903376, + 0.0015028995611857776, + 0.00150288923716722, + 0.0014999763276556787, + 0.0014996003523379674, + 0.0014810699315836813, + 0.0014770859949158385, + 0.0014757136700838658, + 0.0014750286310734073, + 0.0014702700086084257, + 0.001470182862425806, + 0.0014595396926363818, + 0.0014533511708079787, + 0.0014447397021297547, + 0.0014412863409263438, + 0.0014361327582474443, + 0.0014333134091736891, + 0.0014281484860096606, + 0.0014243012714659866, + 0.0014221274639727708, + 0.0014215716414917728, + 0.0014168929004084762, + 0.0014168919997143224, + 0.0014092774734672862, + 0.0014026163912377564, + 0.0013981646902745048, + 0.0013967134037883154, + 0.0013941543714495184, + 0.0013715733050449557, + 0.00136363803191189, + 0.001356159535883723, + 0.0013558225609133108, + 0.00135535069234316, + 0.001343563958546857, + 0.0013390571368992292, + 0.0013330418523873177, + 0.0013326762628575036, + 0.0013316889765814877, + 0.0013298691504225954, + 0.001323725187816897, + 0.0013229576310588604, + 0.0013214220204476347, + 0.0013208125444599036, + 0.0012980430248092732, + 0.0012937799778247796, + 0.0012912471690990155, + 0.0012859152974541905, + 0.0012805269180528615, + 0.0012801946537148083, + 0.0012768060530135292, + 0.0012703442282167325, + 0.0012611721816529673, + 0.0012573595000972407, + 0.0012539521419397965, + 0.0012524392470691062, + 0.0012455545405137501, + 0.001234101639412614, + 0.001223360203171366, + 0.001215080272612783, + 0.001213946000867558, + 0.0012092845582746348, + 0.0012077522021616731, + 0.0012058441328437104, + 0.0011937749755522936, + 0.0011934722570353532, + 0.0011905827833023602, + 0.0011872845634797707, + 0.00116953081876654, + 0.001164235685851818, + 0.0011641869526793683, + 0.0011626212935735318, + 0.0011622480469669616, + 0.0011620364784097135, + 0.0011611593000874015, + 0.0011589420537067032, + 0.0011582834338566663, + 0.001154800366599141, + 0.0011530069241797588, + 0.0011461906665011406, + 0.0011414849253445205, + 0.001140280540273316, + 0.001139157500659996, + 0.0011364650787050483, + 0.001129227914854812, + 0.001124576014640534, + 0.0011238787722538054, + 0.001121939717941457, + 0.0011150556364645293, + 0.0011136161050725355, + 0.00111345717659737, + 0.001095106318622893, + 0.0010878620337993854, + 0.0010804843508796338, + 0.0010798266645916266, + 0.0010731178396750742, + 0.001071921965638962, + 0.0010609125985923734, + 0.0010566862577974126, + 0.0010549858237303906, + 0.0010422087581296092, + 0.0010371760675201049, + 0.0010308330006620172, + 0.001030497227827033, + 0.001029299941921739, + 0.0010266270189553017, + 0.001025368316080105, + 0.0010247210022943413, + 0.0010240020260008182, + 0.001017634938776471, + 0.0010162855306178626, + 0.0010154769388707357, + 0.001008141896985904, + 0.0010079308580858844, + 0.0010075380219129787, + 0.001000449523503988, + 0.0010001321231846586, + 0.0009967248946561235, + 0.0009952391131182535, + 0.000992303455486748, + 0.0009790906161850118, + 0.0009770006063787254, + 0.0009682625992714405, + 0.0009682102641673583, + 0.000960087365988459, + 0.0009594162732588571, + 0.0009562537078933102, + 0.0009523660384474238, + 0.0009502045644599498, + 0.0009423337829572233, + 0.0009413002789114527, + 0.0009374197102632541, + 0.0009320133664836652, + 0.0009257619315558025, + 0.0009245849540968067, + 0.0009178960281730181, + 0.0009162312461358179, + 0.0009140182437793209, + 0.0009011008589702778, + 0.0009002738362570694, + 0.0008998288695492735, + 0.0008899497512329344, + 0.0008890532185468676, + 0.0008855340428342349, + 0.0008842163984077856, + 0.0008803147248809519, + 0.0008732439096480362, + 0.0008679373241215107, + 0.0008668061796728622, + 0.0008644662993392433, + 0.0008610009802297577, + 0.0008603717773106326, + 0.0008565337585921141, + 0.000853635764917489, + 0.0008512456850392814, + 0.0008503281353428663, + 0.0008482696532639973, + 0.0008429884260027653, + 0.0008343598059585481, + 0.0008248258427749108, + 0.0008229543952277327, + 0.000820467767031768, + 0.0008185350608378633, + 0.0008182982950591982, + 0.0008065143330544932, + 0.0008022988484217488, + 0.0008009411952363223, + 0.0007919677197535912, + 0.0007914100168746445, + 0.0007901610091312183, + 0.0007883951056930115, + 0.0007859551253588194, + 0.000785642003294303, + 0.000782634585220664, + 0.0007800250261059633, + 0.0007791039983969132, + 0.0007786132471024911, + 0.0007772954776607738, + 0.0007760503851133242, + 0.0007724471009135506, + 0.0007680573959986135, + 0.0007667393633549386, + 0.000764425669613976, + 0.0007603272252266825, + 0.0007568045490700992, + 0.0007567352371482386, + 0.0007493264461399645, + 0.0007443411926362391, + 0.0007416434395285363, + 0.0007416372460485565, + 0.0007409373840018091, + 0.000740880948024465, + 0.0007406853344862968, + 0.0007380572776400072, + 0.0007353026507593284, + 0.0007350677226190953, + 0.0007329109618540379, + 0.0007265560634012339, + 0.0007244284292600562, + 0.0007206658176552248, + 0.0007155784703662101, + 0.0007095064940411303, + 0.0007095054980290831, + 0.0007024680306973573, + 0.0006982507523715212, + 0.0006947536876246275, + 0.0006895854440750733, + 0.0006874852799228057, + 0.0006857574204254383, + 0.0006838177695790062, + 0.000679870656537165, + 0.0006763203860606725, + 0.000674091928609509, + 0.0006672567518741183, + 0.0006645794821036812, + 0.0006496567768941921, + 0.0006496319624237545, + 0.0006487799094139924, + 0.0006474776326016482, + 0.0006431872216939052, + 0.0006418397320654722, + 0.000633740881328491, + 0.0006324747813059063, + 0.0006309619195487364, + 0.0006304398847990746, + 0.0006301693679304931, + 0.0006292271205785875, + 0.0006251427507640545, + 0.0006224946185257086, + 0.0006185703684683516, + 0.0006175892701784094, + 0.0006157869811130613, + 0.0006147898097319769, + 0.0006044516640163175, + 0.0006018372698960794, + 0.0005993308159727798, + 0.0005960871464089825, + 0.0005958871182507835, + 0.0005955746913857791, + 0.0005943679079466569, + 0.0005934455939803289, + 0.0005867193443599234, + 0.000586658635737698, + 0.0005834345690973784, + 0.000583089398367242, + 0.0005808775319137556, + 0.0005804350150746033, + 0.0005789986351747462, + 0.0005749659290196158, + 0.0005734408767496441, + 0.000569040992594425, + 0.0005599205574602504, + 0.0005567495958616483, + 0.0005517594579192857, + 0.0005513319155636945, + 0.0005443769706046161, + 0.0005443162991422216, + 0.0005441309517079618, + 0.0005420767739154175, + 0.0005375161162512503, + 0.0005322233697925649, + 0.0005317947898147461, + 0.0005297604622187351, + 0.0005225822830820075, + 0.0005210084741683119, + 0.0005200326731387407, + 0.0005196295197424415, + 0.0005172084962145766, + 0.0005171826505058812, + 0.0005163400468593182, + 0.0005133114444843671, + 0.0005093999546300678, + 0.0005078931738462577, + 0.00050774515333171, + 0.0005073083212932404, + 0.000507113365831631, + 0.0005067517520906697, + 0.0005055601845065081, + 0.0005053316313229494, + 0.0005035057400405958, + 0.000502919956666608, + 0.0005021343943648059, + 0.0005016954815946274, + 0.0005013339236306807, + 0.0004993763790504769, + 0.0004980341423456311, + 0.0004974208200403797, + 0.0004966666535934168, + 0.0004909086647774028, + 0.0004905096562128801, + 0.0004902710287519353, + 0.0004887085738647177, + 0.0004879028848772724, + 0.00048551219085965096, + 0.0004841560511825008, + 0.0004792799392354885, + 0.00047846069635574937, + 0.0004730158207838369, + 0.00047147098858310566, + 0.0004713247390109166, + 0.00046573852509835867, + 0.00046305486173810233, + 0.000462962927530267, + 0.0004628946411036895, + 0.0004624431958686138, + 0.00046095488614347014, + 0.00045913660686225074, + 0.0004557412287169419, + 0.0004519693743905416, + 0.00045057428792915814, + 0.0004446392360425685, + 0.00043695728465344147, + 0.00043688494564345873, + 0.0004368810613110915, + 0.00043369592035147266, + 0.0004269099970024957, + 0.0004231360651027041, + 0.0004213803646082866, + 0.0004131351030539025, + 0.0003988239211554873, + 0.00039710511540347614, + 0.0003955905856783521, + 0.00039207387056428597, + 0.00038991529470441285, + 0.00038490557531500213, + 0.0003847818405462062, + 0.00038355169327064503, + 0.0003829020201878951, + 0.000382109647465719, + 0.0003802091123281384, + 0.0003796793602676196, + 0.00037888588742100005, + 0.00037659704966006854, + 0.00037556033019283053, + 0.00037503193185432814, + 0.00036915608029625097, + 0.00036717410383713464, + 0.0003661403185973788, + 0.0003655119339680528, + 0.00036487093868143585, + 0.00036437401818712725, + 0.0003631995611791639, + 0.0003592517824379163, + 0.0003559283301035676, + 0.00035226947703626113, + 0.00035147792347615074, + 0.0003509810628964987, + 0.00035073547736885855, + 0.00035067985673972854, + 0.0003495962764321326, + 0.000348227051382458, + 0.0003458746425093466, + 0.00034058731300601054, + 0.00033912252903731924, + 0.00033820855526721074, + 0.00033735172425082614, + 0.00033612544786960246, + 0.00033446257116148865, + 0.0003298506710037768, + 0.00032819195982520876, + 0.00032808629709008246, + 0.0003279407784994297, + 0.00032264112867031694, + 0.0003191617261310704, + 0.0003161278502301824, + 0.0003129821735071017, + 0.0003111214698138229, + 0.0003108407871758269, + 0.0003085325678404532, + 0.0003077709622425679, + 0.0003060135348259804, + 0.00030200529597393394, + 0.000301445881865898, + 0.00029995999483958363, + 0.0002984012476282471, + 0.0002955518759726796, + 0.0002909374100162192, + 0.0002906412158383454, + 0.00028896261732428937, + 0.0002852877160639736, + 0.00028454584399786404, + 0.00028441219138331154, + 0.00028422029112587846, + 0.00028093855361525254, + 0.0002807027017081524, + 0.00027801023717193745, + 0.0002777666028096445, + 0.0002768287571438713, + 0.00027655335628033663, + 0.00027616907784021777, + 0.0002703820797017665, + 0.0002698129194676123, + 0.0002697287821294942, + 0.0002621126299246787, + 0.00025769715430596886, + 0.00025322043877124944, + 0.00024919384701910886, + 0.00024759376013882005, + 0.0002475914762373936, + 0.000247452971313397, + 0.00024552141726728817, + 0.0002440930015127985, + 0.00024201704099782192, + 0.0002420004491291967, + 0.00024177739955100612, + 0.00024149008149670903, + 0.0002411404148680091, + 0.0002406776402641863, + 0.00023952704894770788, + 0.00023815578978680316, + 0.00023777324910228957, + 0.00023315538619644524, + 0.0002309243382889148, + 0.00022577990765335084, + 0.0002255431872469671, + 0.00022222115301789497, + 0.00022038519535623355, + 0.00021820335755571335, + 0.00021721279985377793, + 0.0002167344388609217, + 0.00021287765877258072, + 0.00021257751652408385, + 0.00021177394973567542, + 0.0002113897432811817, + 0.00020947166382562373, + 0.00020795345791550007, + 0.00020714708176361316, + 0.00020630523823602016, + 0.00020576545438510065, + 0.00020348388495360127, + 0.000201367783492599, + 0.00019835464906224487, + 0.0001980527077929221, + 0.00019667694554820293, + 0.0001965429297690075, + 0.00019306481570996204, + 0.0001925931585093481, + 0.0001921404908800624, + 0.0001900485884391526, + 0.0001887832638591517, + 0.0001884840133727891, + 0.00018668912452331007, + 0.00018546622102014187, + 0.00018390730771205554, + 0.00018347774242421684, + 0.00018239262149090144, + 0.00018216311063326071, + 0.00018109553904382145, + 0.00018060772166821632, + 0.00017956576240715284, + 0.00017947700711347348, + 0.0001791566020638208, + 0.00017608049565134897, + 0.00017528398677983635, + 0.00017505776299520643, + 0.00017360646769882038, + 0.00017343672428716427, + 0.00017335102340697016, + 0.00017147767459976847, + 0.00017103890595579854, + 0.0001694222078515447, + 0.00016888145173683808, + 0.00016816595595190483, + 0.00016492144265856418, + 0.0001632339098205532, + 0.00016133649928113476, + 0.0001607305880814927, + 0.00016031361380798137, + 0.0001593799940184213, + 0.00015732651047892945, + 0.0001570059522842747, + 0.00015602785918296717, + 0.00015548667888199991, + 0.00015474667543076675, + 0.00015347629735204898, + 0.00015325665158035534, + 0.00015203510740446774, + 0.00015096185950939732, + 0.00015095698320859779, + 0.00015070425109058676, + 0.00015019822677422306, + 0.0001488030493288429, + 0.00014848866648436475, + 0.00014681138146615047, + 0.0001451137567109583, + 0.00014469851097806576, + 0.00014415467024258085, + 0.00014070277340832884, + 0.00014034262273709532, + 0.0001390676916901599, + 0.00013757706874264984, + 0.0001363863699619578, + 0.00013599516619644585, + 0.00013563935417458276, + 0.00013476068740204887, + 0.0001345812205766011, + 0.000133343799232329, + 0.00013268723257038655, + 0.00013258688461950319, + 0.00012987814300755392, + 0.00012458915906567213, + 0.0001243198295193198, + 0.00012351680863951277, + 0.0001230775244476806, + 0.0001226130603059734, + 0.00012209492138773068, + 0.00011991269600251276, + 0.00011889219315264065, + 0.00011670672714209676, + 0.00011664487486324802, + 0.00011593105501872367, + 0.00011393165385980056, + 0.00011379897484297355, + 0.00011151225706105529, + 0.00010909067965269907, + 0.00010877729062609783, + 0.000108758316298597, + 0.00010497929605876061, + 0.00010441996851706794, + 0.00010397004581055737, + 0.00010193319159184782, + 0.00010129306739788985, + 0.00010103581297205752, + 0.00010032722242336532, + 9.995885127569981e-05, + 9.956682478860094e-05, + 9.868203613152858e-05, + 9.865435712550435e-05, + 9.652092229093704e-05, + 9.568163880771131e-05, + 9.436802113030638e-05, + 9.2558089745682e-05, + 9.195915031464981e-05, + 9.187711672960896e-05, + 9.016663257051439e-05, + 8.875806842577303e-05, + 8.442173047204275e-05, + 8.440198490866195e-05, + 8.36887999665264e-05, + 8.178563127553208e-05, + 8.107753319992633e-05, + 8.104195043952935e-05, + 8.066219452074361e-05, + 7.638605801238447e-05, + 7.599454057536186e-05, + 7.59570590188464e-05, + 7.532588622029481e-05, + 7.51552207977258e-05, + 7.397844777956542e-05, + 7.371065576940014e-05, + 7.363569897154835e-05, + 7.287727442043107e-05, + 7.279961535719687e-05, + 7.105243614613765e-05, + 7.011722558957426e-05, + 6.879709507613747e-05, + 6.818646825686061e-05, + 6.699323586486818e-05, + 6.396824496311192e-05, + 6.336680885916498e-05, + 6.302087973646253e-05, + 6.298902807066942e-05, + 6.118902736415124e-05, + 6.0561564831175394e-05, + 5.961446158080112e-05, + 5.86602338141796e-05, + 5.826485928919535e-05, + 5.620733283664924e-05, + 5.45221271661236e-05, + 5.3864863986326755e-05, + 5.102500852141779e-05, + 5.083050482987316e-05, + 5.011244608176525e-05, + 4.9436121105066146e-05, + 4.907170203426832e-05, + 4.857101576217749e-05, + 4.845284947296245e-05, + 4.747261801482798e-05, + 4.725760544086876e-05, + 4.599173817952409e-05, + 4.493368026346883e-05, + 4.468307735493791e-05, + 4.4042172919578344e-05, + 4.4002161300685255e-05, + 4.345560790495451e-05, + 4.3332048771914456e-05, + 4.330596683827741e-05, + 4.32880045384737e-05, + 4.320484069591606e-05, + 4.162423324510107e-05, + 4.136700704146327e-05, + 4.043796155536388e-05, + 3.9708352006624864e-05, + 3.9096081474285156e-05, + 3.8691043871250314e-05, + 3.851425360118777e-05, + 3.779129930570761e-05, + 3.7338204207691935e-05, + 3.700138930747449e-05, + 3.66807872010648e-05, + 3.596793642428087e-05, + 3.544716656639273e-05, + 3.5266235694660265e-05, + 3.4970451107927745e-05, + 3.477605683364928e-05, + 3.445486358795117e-05, + 3.109378378791459e-05, + 3.084976538210042e-05, + 3.0224363229297467e-05, + 2.986658490004183e-05, + 2.9080304109775363e-05, + 2.851228615887858e-05, + 2.821230768349678e-05, + 2.6833136853749343e-05, + 2.5490175324513847e-05, + 2.480206266404993e-05, + 2.2682617343651348e-05, + 2.2647465570660978e-05, + 2.2410875116869013e-05, + 2.2271325625170078e-05, + 2.098885885227096e-05, + 2.0492231160481683e-05, + 2.033788876619733e-05, + 1.9925199897720816e-05, + 1.9896779208176793e-05, + 1.9389743260871683e-05, + 1.9065038202648714e-05, + 1.8684500617083387e-05, + 1.8574062712112645e-05, + 1.8363344845537813e-05, + 1.833584894521427e-05, + 1.832134689671346e-05, + 1.820717736735295e-05, + 1.7886772453573017e-05, + 1.725634549765794e-05, + 1.651909791270887e-05, + 1.6122548312411357e-05, + 1.58760632553049e-05, + 1.5649239624124896e-05, + 1.5198481313222176e-05, + 1.4714310261623695e-05, + 1.428909649927512e-05, + 1.4243833557595361e-05, + 1.4189748862508461e-05, + 1.4126861332520246e-05, + 1.4099189238149182e-05, + 1.4082827498904243e-05, + 1.3951728482614534e-05, + 1.3829937699748308e-05, + 1.3485184757482058e-05, + 1.3367725522877934e-05, + 1.3042015367492458e-05, + 1.2788363297231049e-05, + 1.2642717365661452e-05, + 1.233960132849731e-05, + 1.2021588883884282e-05, + 1.1076056571240882e-05, + 1.0957816174460014e-05, + 1.0684179111257835e-05, + 1.0599922182776674e-05, + 1.0332513792234944e-05, + 1.0270540667565665e-05, + 9.960525527629375e-06, + 9.537344487859873e-06, + 9.427858266638942e-06, + 8.832976591737574e-06, + 8.728983887744579e-06, + 8.406426906991802e-06, + 8.353052193624596e-06, + 8.158568336656275e-06, + 7.426856990225096e-06, + 7.338652156193939e-06, + 6.914544290063513e-06, + 6.827668941375555e-06, + 6.529762788501142e-06, + 6.14898392014854e-06, + 6.134733706562188e-06, + 5.493170605209365e-06, + 5.4690703270331456e-06, + 5.370251327853343e-06, + 5.278796223018228e-06, + 5.2272392407444045e-06, + 4.895525544751332e-06, + 4.848020450933409e-06, + 4.424597762653564e-06, + 4.315684817582873e-06, + 4.071953913508238e-06, + 4.071775470831232e-06, + 4.058258365149478e-06, + 3.878951425520576e-06, + 3.816267115705967e-06, + 3.641069143503677e-06, + 3.1575465130528852e-06, + 2.947436567666424e-06, + 2.9410261328329275e-06, + 2.8405099960959472e-06, + 2.7726953480988845e-06, + 2.5876675254847125e-06, + 2.002611915199212e-06, + 1.668270359691006e-06, + 1.620927631781374e-06, + 1.270862928556884e-06, + 1.2171202903401382e-06, + 1.1925935259558432e-06, + 1.1844915404294265e-06, + 1.1353778400471063e-06, + 1.1349748619527644e-06, + 9.329367828248538e-07, + 7.399804829630634e-07, + 5.728612647700209e-07, + 5.110148030168029e-07, + 4.909629048927045e-07, + 4.426727230203717e-07, + 4.2065707435308694e-07, + 2.78529283426012e-07, + 2.735539871409636e-07, + 2.6019904173833287e-07, + 1.7983481718186392e-07, + 1.2282741281252398e-07, + 1.2032756862028094e-07, + 1.0612118512979575e-07, + 1.6401527318080282e-08, + 2.3638793541646745e-10 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 83.2, + "precision": 25.238095238095234, + "recall": 19.714285714285715, + "f1": 20.641025641025642 + }, + "selection": { + "precision": 0.5617852448028726, + "recall": 8.05194805194805, + "f1": 1.0502158011269223, + "jaccard": 0.5284536730559809 + } + } +} \ No newline at end of file diff --git a/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Hypertension.json b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Hypertension.json new file mode 100644 index 0000000000000000000000000000000000000000..1f4f4171be45c49956d2acedd95364a06c28f558 --- /dev/null +++ b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Hypertension.json @@ -0,0 +1,3768 @@ +{ + "significant_genes": { + "Variable": [ + "AATF", + "AADAC", + "ACTMAP", + "A2M", + "ALPK2", + "ABCF2", + "AAMDC", + "ABCC6", + "ACADVL", + "ACSM5", + "ACSM4", + "ADAMTS12", + "ACOT4", + "ANKRD40", + "ACRV1", + "ACOT2", + "AASDHPPT", + "ABHD2", + "ABCE1", + "ABCB8", + "ACTN3", + "ADGRG4", + "ABCB10", + "AGR2", + "ABCC10", + "ALDH4A1", + "ABI3BP", + "ART3", + "ACAT2", + "ALDH1L1", + "ACSM2A", + "ADGRE4P", + "AACS", + "ABCC8", + "AFG1L", + "ABCC13", + "ABHD17B", + "AHCYL2", + "AK2", + "AGRP", + "ADAMTSL5", + "ADAMTSL2", + "ABCA8", + "ABLIM3", + "AADACL3", + "AEN", + "ARHGAP24", + "ABCA6", + "ADAM21P1", + "ALDOB", + "ACSM3", + "ADRA1A", + "AFF2", + "ALKBH4", + "ABHD1", + "ARL3", + "ABCA12", + "ACTR5", + "ADCYAP1", + "ACTR2", + "ABCA11P", + "AKAP7", + "ABLIM2", + "ACBD6", + "ABCB5", + "AARSD1", + "ABHD13", + "ABHD5", + "ACO2", + "AGER", + "ACTR10", + "ADCY9", + "ADAD1", + "ALAD", + "ANKZF1", + "ADGRD2", + "AOX1", + "ABCC9", + "BPIFA4P", + "ACMSD", + "ADAP2", + "ARHGAP22", + "ACKR1", + "ADH5", + "AIRIM", + "ARHGAP23", + "ACOT1", + "ADGRG2", + "APBA3", + "ABCC4", + "ACTRT1", + "ANKK1", + "APLP1", + "AKAP1", + "BBS5", + "ADAD2", + "ANGEL2", + "ASIP", + "ABHD12", + "ABI1", + "A3GALT2", + "ALOX12P2", + "ADCY1", + "ALDH1L2", + "ABHD17A", + "ABRAXAS1", + "ACER1", + "ABCB4", + "ALG9", + "ACKR3", + "BMP5", + "ARSL", + "ADGRG6", + "ABCA10", + "AARS1", + "AGAP7P", + "ADA", + "APCS", + "ADAM21", + "ACACB", + "AP4M1", + "ABRA", + "AKAP8", + "ALG1L1P", + "ACSL5", + "AKR1B15", + "ADORA3", + "ANO3", + "ALX1", + "ALDH7A1", + "AP2S1", + "C1orf167", + "APLN", + "C3orf20", + "ALDH18A1", + "ADCK5", + "APCDD1", + "ANGPT2", + "BHLHE22", + "ABAT", + "AADAT", + "ASXL1", + "ADAM5", + "APOBEC3H", + "ABCB11", + "ANK3", + "ATXN1L", + "ARFRP1", + "AKR1C8", + "HMGB4", + "AFDN-DT", + "ADGRV1", + "AEBP1", + "AK3", + "ALDH16A1", + "ADIPOR1", + "ATG10", + "C2", + "ARID1A", + "ADGRF2P", + "ABCF3", + "ANKAR", + "ACAP3", + "ARHGEF19", + "CHRM1", + "CTXN2", + "CETN3", + "ADO", + "ALCAM", + "ADK", + "ADAMTS8", + "ACTL6B", + "ADAMTSL4", + "ABCD1", + "ACTL10", + "APEX2", + "ADAM32", + "AFAP1L1", + "ABHD11", + "BANP", + "ANO7", + "ANKFN1", + "ANO1", + "AP4B1", + "ADORA1", + "ANKRD13C", + "ABR", + "BAGE2", + "AP5S1", + "ADTRP", + "CACNA2D1", + "C12orf43", + "ANKMY1", + "ARHGEF15", + "AP2A2", + "AP4E1", + "AIPL1", + "CLEC4GP1", + "A1BG", + "ANKRD34A", + "ASTE1", + "ACTL7A", + "CNPY1", + "APOLD1", + "AHSP", + "ATF1", + "ACSM2B", + "ACVR2A", + "COLEC10", + "ARHGEF16", + "ACVR1C", + "AURKC", + "ANKLE2", + "ACTR6", + "ALPL", + "AAAS", + "ANAPC15", + "ADAMTSL1", + "AGT", + "ASPN", + "A4GNT", + "ARID3C", + "AAK1", + "ADAM22", + "ACP2", + "ACP5", + "BDH2", + "ANKRA2", + "CD109", + "CA14", + "AMER3", + "ADAMTS10", + "CAND2", + "CRTC3", + "CAPN11", + "AMELX", + "BMERB1", + "FUZ", + "GARNL3", + "ANKRD24", + "ABCB9", + "AGAP4", + "ABRAXAS2", + "ABCB1", + "ARMH4", + "DHX30", + "BDNF-AS", + "C1orf216", + "AKIRIN2", + "ARHGEF28", + "AKAP14", + "AQP4", + "ADARB1", + "ANKRD20A8P", + "AMPH", + "CCDC27", + "ACSM1", + "AIG1", + "ATRX", + "FAM225B", + "AACSP1", + "ACTBL2", + "ALDH3A2", + "CDH7", + "AQP1", + "AMHR2", + "ADAM8", + "BCL2L12", + "AMPD3", + "ARHGAP32", + "AICDA", + "ANKIB1", + "AP1S1", + "ADCY4", + "C16orf87", + "ARLN", + "CCAR2", + "CLLU1-AS1", + "ADGRB2", + "SCTR", + "ADGRF4", + "BMAL2", + "ATAT1", + "BAHCC1", + "ATP5MC3", + "ASB16-AS1", + "CALR3", + "ANOS1", + "BCO2", + "ANKS4B", + "AHSG", + "ACTG1", + "CDYL", + "DAZL", + "ANAPC2", + "ARHGEF25", + "ANKRD54", + "ATP10D", + "ADIPOR2", + "ACOD1", + "BTNL2", + "ACOX3", + "APOBEC3D", + "ANKRD31", + "ABI3", + "BRDT", + "ADAMTS16", + "CDKL3", + "ATRNL1", + "COL11A1", + "FAM90A13", + "ANAPC7", + "CHRDL2", + "ABCA3", + "ACADL", + "ANKRD18A", + "C3orf18", + "ANO2", + "ACBD5", + "C10orf55", + "CGREF1", + "MGAT5", + "BRI3BP", + "DUX3", + "BRWD1-AS2", + "BRS3", + "ASAH1", + "CACNA1A", + "BCAT1", + "BPESC1", + "ADAM15", + "AADACL4", + "ADAM7", + "AIF1", + "ATF6B", + "AVP", + "COQ3", + "ATXN2L", + "AMY2B", + "AKAP6", + "ACTN2", + "LOC654780", + "DAZ4", + "CLSTN2", + "ANKRD18B", + "CHD1L", + "CBX8", + "DLST", + "CCDC116", + "CFAP20", + "ABO", + "ATAD3B", + "C7orf57", + "AAR2", + "AGBL2", + "BMP2KL", + "CHDH", + "ACYP1", + "LILRA3", + "ASB12", + "CHST2", + "CLEC4M", + "AKR1A1", + "ACR", + "CHRM4", + "ABITRAM", + "ADAMTS7", + "TRIM42", + "ABTB1", + "AKR1C4", + "SNORD113-5", + "ADGRL3", + "ANAPC4", + "ADAMTS1", + "ADGRE3", + "GLRA1", + "AZGP1", + "ADGRL1", + "AKIRIN1", + "ADAMTS4", + "DHDH", + "ACOXL", + "C1orf53", + "ANK1", + "DAPL1", + "ANKRD20A2P", + "ADAM17", + "COL13A1", + "AGAP11", + "ATP13A2", + "DEFB103A", + "DRAXIN", + "ARSB", + "ARMCX5", + "AKNA", + "ANLN", + "AQP6", + "ABCA1", + "CARD19", + "CASP9", + "C1QBP", + "ADGRA1", + "ADORA2B", + "ANXA2P1", + "ACO1", + "CENPL", + "AMDHD2", + "PAFAH1B3", + "AGPAT3", + "ADGRA3", + "CFAP53", + "ANKUB1", + "BIRC2", + "BCL9L", + "ANKRD35", + "ABCA9", + "ALPK3", + "CSNK1E", + "CNTNAP1", + "ADH4", + "ATP6V1F", + "CLDN3", + "APMAP", + "AGO2", + "AFDN", + "AGAP6", + "CDC14C", + "DTX1", + "HRG", + "AXIN2", + "ARHGAP5", + "AATK", + "ANKRD27", + "ATP5PD", + "DUOXA1", + "CCDC42", + "APEH", + "CNR2", + "ANP32E", + "NLRP3", + "C16orf78", + "BTBD16", + "TMEM52", + "ANKRD20A11P", + "ACYP2", + "CRTAP", + "FBXL2", + "ADGRF1", + "CARNS1", + "ALYREF", + "ASB18", + "ATP6V1G3", + "CLCN1", + "C5", + "LOC613038", + "CATSPERE", + "CLTCL1", + "ARRDC1-AS1", + "CARMIL1", + "CHRNB2", + "AGPAT4", + "CELF6", + "ABCD2", + "KCTD21", + "ACAT1", + "ADAM18", + "AASS", + "APOC3", + "FANCB", + "ARHGAP10", + "APOL6", + "RLBP1", + "BST1", + "PBX3", + "CCDC83", + "ABCB6", + "AMELY", + "ARL14", + "CLIP3", + "ANXA8", + "BCAM", + "EDIL3", + "ANXA9", + "CCDC146", + "ABCC3", + "MIR302B", + "ADAM19", + "GINS2", + "COL5A3", + "ARR3", + "ACKR4", + "C10orf53", + "CPE", + "MIR602", + "AP3D1", + "BDKRB2", + "ACSS3", + "CNTN4", + "AAGAB", + "BOC", + "BNC2", + "EPS15L1", + "AWAT2", + "CBLL1", + "ALG6", + "BAIAP2", + "COL4A5", + "CPNE9", + "EXD1", + "CFAP141", + "IL1RAPL2", + "AMPD1", + "GDPD5", + "ACTA1", + "PKD1L1-AS1", + "CLN8", + "CPT1A", + "CCDC144A", + "C8orf58", + "BBIP1", + "CLDN23", + "ASPHD1", + "FABP2", + "ALKBH7", + "ATP6V1G2", + "IFITM5", + "CDKN1B", + "AFM", + "BEND4", + "LOC646804", + "INSM2", + "FIGLA", + "E2F1", + "ABCG4", + "C3AR1", + "RASD2", + "AP1M2", + "CSMD2", + "CACNA1H", + "IQUB", + "CLDN1", + "ATP12A", + "COL15A1", + "CABIN1", + "CCNK", + "CRTC1", + "KCNH5", + "LOC727980", + "AGRN", + "AMMECR1", + "ALDH2", + "ARL17A", + "CLCA4", + "ASIC1", + "BARHL2", + "ACAP2", + "CITED1", + "FGFR2", + "PRODH2", + "ATP6V1B1", + "ARMCX3", + "ANKRD40CL", + "THOC6", + "GCK", + "CGB1", + "BMPER", + "BCAS4", + "AVPR1A", + "KCNH3", + "ADIPOQ", + "BCHE", + "CHRM5", + "PADI3", + "ASCC2", + "XKR7", + "NQO2", + "CPZ", + "ADRA2A", + "BPY2", + "DNAH5", + "CHPF2", + "DEFB107B", + "CEACAM18", + "ABCC2", + "CCDC71", + "ARID5B", + "CCHCR1", + "BRD1", + "DPEP1", + "CACNA1F", + "CHSY1", + "CHKB", + "ACTC1", + "ATP5MF", + "FST", + "C2CD6", + "FAM90A16", + "CLCNKA", + "ADGB", + "TACC2", + "KIAA1217", + "AGBL3", + "IER5L", + "ANP32A", + "ARL13B", + "BZW1", + "ADRB3", + "AGTR2", + "FTCD", + "CERS4", + "ACLY", + "ARHGEF7", + "ASPSCR1", + "ENPP6", + "CFAP298-TCP10L", + "CAPNS2", + "ETV5", + "HPN", + "CAVIN4", + "AKR1C6P", + "AGPS", + "AKAP10", + "ATP2B4", + "FRAS1", + "CORO1B", + "BMP3", + "DLX6-AS1", + "ARPC5", + "CTSL3P", + "ADCY2", + "ANKRD2", + "ARFIP2", + "C1orf105", + "CACNG6", + "ATE1", + "BLK", + "ARHGAP12", + "APOB", + "AMBN", + "KRTAP23-1", + "CRLF1", + "MOCOS", + "CSF1", + "HDGF", + "FRK", + "C1S", + "AGAP10P", + "ALDH3B1", + "AXIN1", + "CCNB2", + "AMFR", + "CCL15", + "ABCF1", + "SNORD51", + "CCDC162P", + "CATSPERD", + "ADAMDEC1", + "DYNC2H1", + "DUX4L8", + "CAD", + "BIRC8", + "NUS1P3", + "AHCY", + "CRYBB3", + "BLCAP", + "MRGPRX1", + "DSCAML1", + "CSH1", + "GPR83", + "AGAP9", + "BBLN", + "BPIFB4", + "C20orf96", + "ELOA3BP", + "ANKRD16", + "EGFL8", + "CCDC191", + "FFAR4", + "ARF5", + "AGPAT5", + "ANKRD53", + "CES5A", + "ASNSD1", + "ATP5PF", + "CPLX1", + "BRD3OS", + "BUD31", + "CLIP2", + "ALKBH5", + "CEP72", + "COG7", + "CBR1", + "RER1", + "ALDH3A1", + "CDC42EP2", + "L1CAM", + "BCS1L", + "CELP", + "ARHGAP31", + "GLI4", + "RAD54L", + "EPCIP", + "B3GNT7", + "KLK2", + "ARHGAP8", + "CXADRP2", + "CD72", + "BCO1", + "ASB13", + "ALDH9A1", + "MIR524", + "CNTF", + "CLDN6", + "ARRDC5", + "CD300E", + "ALDH1A3", + "ABHD8", + "EFNB1", + "C11orf87", + "C1QL4", + "APRT", + "ABTB3", + "CDH18", + "FAM120C", + "ADRM1", + "AKR7A2", + "TMEM171", + "AGO1", + "CDCP1", + "CMC2", + "CCR5", + "SPIRE2", + "AKR1C1", + "ABCG1", + "C11orf98", + "KIAA1210", + "GRAMD1B", + "DRD3", + "ANKS1B", + "CD19", + "ASB17", + "LOC100131496", + "ARMC7", + "CCDC152", + "DRGX", + "NSMCE1", + "LACC1", + "CSPG4", + "MVK", + "ARMC8", + "CA6", + "ARMS2", + "HLA-DOB", + "LINC00696", + "HSD11B1", + "DNAH17", + "ISL2", + "ALKAL1", + "ATOSB", + "CDRT4", + "IFNA5", + "ADA2", + "COMP", + "LOC647264", + "COX11", + "GLDC", + "FAM187B", + "LIMA1", + "BAGE", + "BAD", + "C17orf50", + "CRCT1", + "ANXA10", + "ATP2A1", + "ANKRD20A1", + "HENMT1", + "C2CD4A", + "ARL5C", + "ADNP2", + "CCDC13", + "TBX6", + "ARL17B", + "ANGPTL1", + "MIR629", + "CRY2", + "C8orf74", + "PKD2L2", + "HCRTR2", + "H3C2", + "ARSJ", + "OR1A1", + "FMN2", + "RBFA", + "ANXA4", + "ADHFE1", + "NPDC1", + "BCL10", + "FAAP24", + "LOC729218", + "HEBP1", + "ATP5MK", + "KCNJ5", + "C1QA", + "ATN1", + "LOC100130872", + "BOD1", + "ASCC1", + "ALKBH3", + "WNT1", + "CD38", + "OR8H1", + "APOBEC4", + "CA5A", + "NXF4", + "CCDC144NL", + "ADGRG7", + "AZU1", + "CCIN", + "CCT4", + "GPR152", + "CLBA1", + "ANKRD11", + "CCDC7", + "CCK", + "ADIG", + "AMH", + "ZNF843", + "GPX3", + "MIR141", + "C12orf50", + "BTNL3", + "OMD", + "ATP6V0A1", + "BAK1", + "ADGRG1", + "SNORD91B", + "MIR1915HG", + "CLEC11A", + "ASIC4", + "MYL9", + "IL22", + "ASIC5", + "ABHD14B", + "CENPM", + "FKSG49", + "DNAJC5B", + "ACTRT3", + "MIR548Q", + "AKT1S1", + "CYP4Z2P", + "MTSS2", + "ASIC2", + "ADRB1", + "ADAMTS3", + "CDK5RAP1", + "DDX43", + "CLEC12B", + "NAV3", + "MPV17", + "CHRNB1", + "MIR620", + "ASCL4", + "PBLD", + "CHI3L2", + "ASB3", + "ELFN1", + "ADGRD1", + "AGBL1", + "C2CD4D", + "CHRDL1", + "BAG3", + "DMP1", + "CDK9", + "DNHD1", + "DNAH14", + "C1orf146", + "CFHR1", + "LYSMD4", + "RCN1", + "NR2F2", + "COL18A1-AS1", + "CDH22", + "AUNIP", + "GCC2", + "MYL10", + "B3GNT3", + "ADAM10", + "KRCC1", + "APOE", + "BHLHE23", + "FOXF2", + "COX5B", + "KCMF1", + "CNTNAP2", + "CBLN1", + "DSCR9", + "GAS1", + "ADH5P4", + "LRP3", + "ANXA2", + "ATP1B1", + "HLA-C", + "ADSS2", + "ATP10A", + "ERICH4", + "OR8G2P", + "MUC15", + "AFG2B", + "CCDC144CP", + "ATP6V1E2", + "MAP1LC3C", + "CCNQP1", + "GEMIN4", + "CEP63", + "ADGRG3", + "ARSK", + "BMP1", + "C1QL2", + "COL26A1", + "CDC40", + "DMWD", + "DANCR", + "DERPC", + "FGFR4", + "LZTS1", + "B3GNT5", + "FAM210A", + "GABRB1", + "ART5", + "ADCY7", + "CLK2", + "MIRLET7C", + "TOP1MT", + "BDH1", + "CNGA4", + "ATG2B", + "ARIH2OS", + "ARHGAP19", + "GCOM1", + "EPHA2", + "ALG10", + "AGK", + "F10", + "CSPG5", + "EMID1", + "PNKD", + "ACOT11", + "BABAM1", + "ADPRH", + "CTIF", + "TRPM4", + "CLHC1", + "ATP1B2", + "MIR494", + "BICDL2", + "AKT2", + "LCE4A", + "KLK5", + "BLOC1S2", + "INO80C", + "ACTN4", + "SPACA5", + "FAM219A", + "B4GALNT4", + "C1orf21", + "BNIP1", + "ZNF607", + "DNAI3", + "ADCYAP1R1", + "CD180", + "HOXA11-AS", + "ABTB2", + "ACSL6", + "DEFB130A", + "DBX2", + "OBSL1", + "FAM120B", + "EIF4ENIF1", + "RBP1", + "CCDC85B", + "LTC4S", + "H2BC21", + "CD4", + "SAMD13", + "GRHL3", + "KCNA1", + "GJA4", + "CABP5", + "CSNK1A1P1", + "ACTR3B", + "FILIP1", + "CAPN14", + "HNF1B", + "GMDS", + "CD177", + "CDH16", + "GNRHR2", + "AFF3", + "BTNL9", + "BAZ2A", + "MIR761", + "LIMD2", + "FAM90A20", + "SNORD119", + "CLIC4", + "MRO", + "ERCC6", + "CHAT", + "PPIL6", + "ANGPTL4", + "MFSD5", + "LDLRAD3", + "BAZ1B", + "CASK", + "MRPL9", + "HOXD10", + "ENTR1", + "SFMBT2", + "C11orf16", + "ARL8A", + "NCK1", + "RCN3", + "AGL", + "ARG2", + "PHLDB1", + "TMSB15A", + "C12orf76", + "CCNB3", + "BPI", + "MAGEA2B", + "ODAD3", + "BBS10", + "DHRS3", + "ANKRD22", + "AMMECR1L", + "CALML3", + "GATA1", + "ADGRB1", + "BPHL", + "ARNT2", + "DRD1", + "CRISP3", + "NR0B2", + "APOH", + "BORA", + "DEFA6", + "ANGEL1", + "CAPN3", + "DDX56", + "LOC151760", + "DNAJC17", + "CAMTA2", + "UCK2", + "COMMD7", + "COQ4", + "ANKRD28", + "AIFM1", + "MIR455", + "GDF9", + "LIN54", + "AGTPBP1", + "ARHGAP11A", + "LRRC36", + "CPXM2", + "CARMIL2", + "BMX", + "CBLL2", + "IL19", + "CCKAR", + "CDC7", + "SPESP1", + "C2orf78", + "B4GALNT3", + "FAM170B", + "EME1", + "AASDH", + "DCAF8L2", + "FAM87A", + "EPHA1", + "CEP135", + "GGT7", + "C3", + "ARHGAP9", + "TBPL2", + "KRT81", + "RIN1", + "GRM4", + "IL6ST", + "NMU", + "CLPSL2", + "NMRAL1", + "CMTM8", + "C1GALT1", + "CCNF", + "CFAP96", + "CD101", + "ATL3", + "CCM2", + "INO80", + "ECE2", + "AMER1", + "FABP5P7", + "DISC1", + "ADGRG5", + "ADD3", + "MECR", + "EXOSC2", + "ADAMTS5", + "DACT2", + "CARD11", + "DIS3L", + "GLYAT", + "MAJIN", + "RFPL3S", + "PRSS37", + "CSNK1A1L", + "RRH", + "SVOP", + "FGF17", + "APOOL", + "ALS2CL", + "ACSS1", + "SNORA25", + "ADSS1", + "DRC12", + "EML5", + "MRPL34", + "KANK1", + "TP73", + "OVGP1", + "MMP8", + "HOXD9", + "PGAM1", + "OR4S2", + "ALOX5", + "SNPH", + "APEX1", + "CCDC148", + "DMAC2L", + "BCL7B", + "PAGE1", + "LAMB3", + "CDC42SE2", + "PRPF38B", + "ATP1A1-AS1", + "CDK8", + "PBK", + "HDX", + "ARHGAP29", + "RBMY1A1", + "HAS1", + "AMN1", + "DPPA2", + "C19orf18", + "AOC3", + "C2orf15", + "ATP2B2", + "SPACDR", + "CDK15", + "PPARA", + "CHRNB3", + "IRX5", + "RIMBP3C", + "MMP15", + "CEMP1", + "DCUN1D2", + "CD209", + "BTN2A3P", + "ACSL3", + "BARX2", + "APRG1", + "AFAP1", + "MIR29B1", + "GIP", + "LOC653303", + "BBS4", + "CRMP1", + "PNMA8B", + "APOL2", + "C6orf118", + "C19orf67", + "CD300LD-AS1", + "NEURL2", + "ALDH1B1", + "IL12B", + "CIAPIN1", + "ATF2", + "AKAP11", + "HCG27", + "ADRA1B", + "BIRC6", + "ARMCX5-GPRASP2", + "DPRXP4", + "BAG6", + "BAG4", + "CECR2", + "MARK1", + "ADORA2A", + "LRRC32", + "ADAM20", + "LOC727884", + "ERICH5", + "CCP110", + "DPEP3", + "CTPS2", + "CUL3", + "EGFL7", + "CDKN2A", + "DEFB131A", + "EHD3", + "HDHD3", + "GAD2", + "HRNR", + "CCDC50", + "CETP", + "RENBP", + "FAP", + "ZNF454", + "RNF185", + "NRXN2", + "ASZ1", + "C6orf52", + "MIR211", + "AP1G1", + "FSCN2", + "MRPL28", + "COIL", + "RFC3", + "PCDHGB8P", + "MEDAG", + "ACTL7B", + "MINAR2", + "ACTN1", + "ATP2A3", + "PRR30", + "BRF2", + "KRTAP6-3", + "INMT", + "CHRNB4", + "IL12RB1", + "KCNT2", + "ANXA3", + "CD300LG", + "LCE1E", + "ATP5MJ", + "CMTM4", + "ASAH2", + "MMP11" + ], + "Coefficient": [ + 0.04270317355077867, + 0.03497396947266341, + 0.03240902609019229, + 0.03205690466287994, + 0.032020805175357124, + 0.028667095322066037, + -0.028218615049459956, + 0.027308602509090788, + -0.026414892973646745, + -0.02597424856152365, + -0.02572104556331346, + 0.025245768939907695, + -0.024999760957122565, + 0.024802338355014837, + 0.02437580454204095, + -0.024268575669504595, + -0.02416852137756402, + -0.023108473608191054, + 0.022977188974124874, + -0.022890310760189162, + 0.02271030124884557, + 0.022676250632597116, + -0.022352920270089366, + 0.022234008936301175, + 0.02221206801543878, + 0.02192156387521078, + 0.021680890293787464, + 0.0213335890945222, + -0.021109417913565513, + -0.02067833738686346, + 0.019443483048927748, + 0.0193429022018265, + -0.019223068651574797, + -0.018520245075729153, + -0.018295082647742718, + 0.018200990503660138, + -0.017976371832660574, + 0.01791702836000334, + -0.01765084762765151, + -0.017568590807722762, + -0.01745535133004912, + -0.017371981542865088, + -0.017352459642031644, + -0.01733539610442738, + 0.017037386651305515, + -0.01645630255761252, + 0.01621576432789518, + 0.01571615007674904, + -0.015657405619974852, + 0.015464879886997155, + -0.015277002970680185, + -0.015166078003668084, + 0.015110746036802878, + -0.01505840996299755, + 0.015054943527172968, + 0.01470878168687953, + -0.014267319701987864, + -0.014257385550789325, + -0.013811896689471364, + 0.01373993852173619, + 0.01372773257189206, + -0.0137197895380252, + -0.01365786879023793, + 0.01359300380823022, + 0.013381786120227758, + -0.013315502648448213, + -0.013300080071741424, + 0.012798468561896141, + 0.012749842275521084, + -0.012701503260907167, + 0.012661044237032511, + 0.012634463895606423, + 0.012510120386052037, + 0.01228373860955967, + 0.01215009345541337, + -0.012136511829270958, + -0.012121768135500421, + 0.012101518739227829, + 0.012089713678871327, + -0.012023793361669725, + -0.011871364068804104, + 0.011575708491565907, + -0.011528408154438261, + 0.011344517694397723, + 0.011227907139755638, + 0.011129005971234958, + -0.01090530446552106, + 0.010883258650000978, + 0.010823348070709697, + 0.010666258940498444, + 0.010629398035070578, + -0.010568988907922511, + -0.0105098922286287, + -0.010481277199284341, + 0.010451105086966242, + -0.010449924501836566, + 0.010433766009655237, + -0.010404956506496895, + -0.010372870153495847, + 0.010332822254007895, + 0.010309053134544994, + 0.010263689235893656, + -0.010021210981484986, + 0.009987706072706076, + 0.009969569571881944, + 0.009936103894683733, + -0.009730517372238715, + -0.009706808944225204, + -0.009548567577505048, + 0.009489476946776482, + 0.009377083397404794, + -0.009340085265198613, + -0.009315369057774229, + 0.009281580966795606, + 0.009230619686239632, + -0.009223662260708435, + 0.009209281868571844, + 0.009098976806507262, + -0.00909582688619508, + 0.009062793943344536, + -0.009027249226638563, + 0.008999793317955628, + 0.008997030128758677, + 0.008984925195093656, + -0.00890793795731362, + 0.008896466220216804, + -0.008843802101242729, + -0.008798411632985633, + -0.00876713603183089, + 0.008697817969060023, + -0.008666355507684903, + 0.008616558873307242, + -0.008606644859035591, + 0.008498936445937607, + -0.008497776398353961, + 0.008434119084764095, + -0.00841891616426617, + -0.008394779022981228, + -0.008362644048848775, + 0.008228729869120413, + -0.008212956457994395, + 0.008167627116693468, + 0.008106221589631998, + -0.008045999741654175, + -0.008021135668196596, + 0.008018740439437866, + -0.00801169383093665, + -0.007994696284778073, + -0.00793454234255283, + -0.007912759087579968, + 0.007855682050638793, + 0.00777735486022632, + 0.007652583460712513, + 0.007647796515876318, + -0.007541485754322638, + 0.007492797880056238, + -0.007465012697178955, + -0.007427216287668659, + 0.0073420687794990055, + -0.007326648648233681, + 0.007322163500513407, + -0.007236933581160204, + 0.007230270716827526, + 0.007173258463879349, + 0.007098772748270401, + 0.007096677060144554, + 0.007075564377334605, + 0.007068341726694844, + 0.0070500826492960415, + -0.007013096765252335, + -0.007004483546742875, + -0.006995770167964218, + -0.006988075630790652, + 0.006973705141652297, + 0.006922790400974343, + -0.006904973270372408, + -0.006764945196537714, + 0.006761116289005442, + 0.0066242507343116895, + 0.006603520332749721, + 0.006599321312523418, + 0.006547784992722448, + 0.006545064616639533, + 0.006504102041023239, + 0.006495157939045455, + 0.006415100917867263, + -0.0063979901346571345, + 0.006296039693351054, + 0.006232602315349456, + -0.006224689086843295, + 0.006199450637195711, + -0.006186231548093754, + -0.006121855343743815, + -0.006121556797081585, + -0.006035704736572683, + 0.00602351673721094, + 0.006005651759189023, + 0.005998868528427962, + 0.0059931847401653885, + -0.005984410369717647, + -0.005888699637572264, + -0.005855381063401577, + 0.005841486079839187, + 0.005826668668793066, + -0.005798951606482463, + 0.005770187264351268, + -0.00576126375582118, + 0.005757346997791785, + 0.005660127570523057, + -0.005629654005728566, + 0.005574380636858771, + -0.00556494496590673, + 0.005543760306675526, + 0.005483362145745167, + -0.005469680401514686, + -0.005466980332308224, + 0.0054419088304267825, + -0.005430452141014542, + 0.005416353596642127, + -0.0054110266261983815, + -0.005405762825617484, + -0.0053729766501738226, + -0.005369947112898594, + 0.005368528579994943, + 0.00536656134173227, + -0.005216641291040066, + 0.005200916754022401, + 0.0051896437338842995, + -0.005115291146845518, + -0.005111107890400443, + 0.005108437057382083, + 0.005107267589510821, + -0.005098506189954087, + -0.00498534092598428, + -0.0049843513009450125, + -0.004936487662800286, + -0.004901923125471286, + -0.004847763173627261, + -0.004759412876182734, + -0.004720777131851321, + 0.004702811285647488, + 0.0046930791334301595, + -0.004663624561455793, + -0.004634162684485423, + -0.004629930981440741, + 0.004628789770352069, + -0.004618537165747459, + 0.004614632630755674, + -0.004603702708999068, + 0.00459435094190121, + -0.0045790269135348475, + 0.004475495239359402, + 0.004437347291765765, + -0.004434406078305377, + -0.004422272528054271, + -0.0043978600999448015, + -0.0043954471198924625, + 0.00439084494542541, + -0.004324321199322629, + -0.004311946393754931, + 0.004305150823985681, + 0.004285779096961997, + -0.004283491611534104, + 0.004276414341969128, + 0.0042683268121146735, + -0.004240306944119215, + -0.0042385060004826456, + -0.004230227366523209, + 0.004227627674274167, + -0.004211524681397434, + 0.0042066025325626765, + -0.004205406942110756, + -0.004201564564549617, + -0.004167985299571803, + -0.004158049449880101, + -0.004153304830146048, + -0.004137003923353627, + 0.004134837482114539, + 0.004128819321037068, + 0.004101910497102266, + 0.004088032928055551, + 0.004085794913778226, + -0.004084454492402716, + -0.004069630373467555, + -0.004062124051277835, + -0.004059641812879696, + 0.004052467851637639, + -0.004039258891316231, + -0.004021547691832205, + -0.004004257856774959, + -0.0039988889339120474, + -0.003985997489888821, + 0.003939100145508804, + 0.003936006719126427, + -0.003922928977114318, + 0.0039176831256065615, + 0.003905545823439172, + -0.003865243683629822, + 0.0038408901689005607, + -0.0038331781894997362, + -0.0038331669195422672, + -0.0038068031288963377, + -0.0037972850170888183, + 0.0037752965233358777, + -0.00375386824097156, + -0.003719519423548431, + -0.0037169322936149783, + 0.003696542008112552, + 0.0036881384327422336, + -0.0036851201008117457, + -0.0036672845126641744, + -0.003646619402487101, + 0.003598793138147487, + 0.0035854651645003885, + -0.0035824361479590825, + 0.0035817408004639854, + 0.0035797926396493136, + -0.0035651304607776657, + 0.003563922962612648, + -0.003562961048283037, + -0.0035352793086584214, + -0.0035342707763053173, + -0.00351306524361071, + -0.0035093024162557076, + 0.003500967085328628, + 0.0034898597525921324, + 0.0034784045035667326, + -0.003462817536324686, + -0.003457509883837343, + -0.0034478944644131117, + -0.003439984355186167, + 0.0034338206009901684, + -0.0034224259660613097, + 0.0034167949456404448, + 0.00340308168138432, + 0.003397609632449973, + -0.0033801815080108277, + -0.0033790022877691734, + 0.0033633904101554105, + -0.0033565772313791683, + 0.0033475124213394026, + -0.0032945048401999623, + 0.003282042174768545, + 0.0032763330705625183, + 0.0032688772558216706, + 0.003254109395502614, + -0.003253887732494773, + 0.0032492367273659443, + 0.0032465582716039746, + 0.0032157168475206435, + -0.003210017195124295, + -0.0032070827920741957, + 0.0032049485262393464, + 0.0031850464719242267, + 0.003165280219864954, + -0.003155307700761998, + -0.003146834891621137, + 0.0031360257213335608, + -0.0031202170340487844, + 0.0031179154861985005, + -0.0031129871341099083, + -0.0031110360196660073, + -0.0030861608613701407, + 0.0030672857340394905, + 0.0030655525241244023, + 0.003062577995841882, + -0.0030575745600648105, + -0.003045996506426271, + 0.003037365298490402, + -0.0030352116629668714, + -0.0030332610946221914, + -0.003011238744345148, + 0.003006719219820851, + -0.0029815899095031228, + 0.002978198720639935, + 0.002975747927607775, + -0.0029738720051947646, + 0.002970265556405063, + 0.0029696697110683738, + 0.0029618007655479645, + -0.0029589236210590323, + 0.0029422740195261623, + 0.002929486983550352, + 0.002914695742228357, + 0.0028855764387786193, + 0.002882266006352735, + 0.002876083599804629, + -0.002863369607063691, + -0.0028590692910689035, + -0.002857296516441527, + -0.002840873822868697, + -0.0028147415617982784, + 0.0028050571483004072, + -0.0028018880602167224, + 0.002790449965890127, + -0.0027836464163566743, + 0.0027801946385759375, + -0.0027626122984123124, + 0.002761452191673384, + 0.0027611069497398073, + -0.002730733186096056, + 0.0027037280545771343, + 0.0026886041530780522, + -0.0026803287995004264, + 0.0026734383626290823, + -0.0026702212116595948, + 0.002665538135476805, + 0.0026599216282643433, + -0.0026562297538032624, + -0.002631426355724203, + 0.0026310289535999665, + 0.002620673464371152, + 0.002611170246690375, + -0.0025881014291773865, + -0.0025571317624855454, + 0.0025369081322985537, + 0.002535937200887889, + -0.0025348234385843354, + -0.0025236111532225274, + -0.0024960509018215806, + -0.0024911406669779696, + -0.002488572001101785, + -0.0024815133441049857, + 0.0024669687554701846, + 0.0024599700503982708, + 0.002450448998438181, + -0.0024363230902188656, + -0.0024296892886875527, + 0.0024261609494154175, + -0.002425779257461098, + 0.002416334312845465, + -0.0023575938543890953, + -0.0023243946212751017, + -0.0023214715979072006, + 0.0023017761365474745, + -0.0022768572192231294, + 0.0022612786661719143, + 0.0022588178996045555, + 0.00225597748134454, + -0.002253291592801253, + 0.0022297331007244104, + 0.0022219838949273825, + 0.002216417319561673, + 0.0022052592244639715, + 0.002199348350258465, + -0.0021949434446131275, + 0.002193952688629799, + 0.0021574956098464534, + -0.00215069438049992, + 0.00214930171532985, + 0.0021430481883203912, + 0.0021389432166451076, + 0.0021341808258436225, + 0.002132229976484359, + 0.002123340560653835, + -0.002098066129023066, + -0.0020794787928289427, + 0.002078755800032742, + 0.002073427605822101, + 0.0020649368408481726, + 0.0020578514374639326, + 0.0020550392349300323, + -0.0020471156010954603, + -0.002040418626307407, + -0.0020329542768323526, + -0.0020291704829790793, + -0.002025059381023546, + -0.0020229924577488396, + -0.0020194779964545616, + -0.0020173522732663787, + -0.002011592547651561, + 0.001995838521088696, + -0.001994718430438766, + -0.0019922652888379176, + 0.0019825320254801345, + 0.0019621718011974686, + 0.0019611227719157636, + 0.001954196582701439, + 0.001952266071495742, + -0.0019509363741596736, + 0.001941556909931047, + -0.0019365034411989105, + 0.0019311237917921656, + 0.0019230851695063943, + 0.0019086942971164196, + 0.0019038103546821887, + -0.0018962453520207482, + 0.0018945178658848047, + -0.001870097258760474, + 0.0018683640717475718, + -0.0018509781292510305, + 0.0018484220111285774, + -0.0018184860042492772, + -0.001814816690672998, + 0.0018108683773586144, + -0.0018040830973156728, + 0.0017905625228627068, + 0.001784300415202537, + -0.0017825694687454213, + 0.0017800386112009226, + 0.0017794892782009766, + -0.001773647348411132, + -0.001766847883301861, + 0.0017583061730781886, + 0.001752326418186334, + -0.0017505462128582113, + 0.0017457345917154276, + -0.0017288841471456414, + -0.001719878933112123, + -0.0017182553593845505, + 0.001716179832462179, + 0.0017151504008086722, + -0.0017096431469504198, + 0.0017010149460853637, + -0.001700054157835786, + 0.0016992871305301022, + 0.0016937950099838027, + 0.0016920411189815863, + 0.0016915991878131017, + -0.0016911002065788882, + -0.0016666212771050445, + 0.0016660692621561705, + -0.0016617704170120207, + -0.001652800364028321, + -0.0016518406253557842, + -0.001645771684135807, + 0.0016455738347549616, + 0.0016320939086652293, + -0.001627351333552866, + 0.0016228633745900831, + 0.001617352077715871, + 0.0016139537968081303, + 0.0016128725453274902, + -0.001607682693385489, + 0.0016043521179184448, + 0.0016019335280226066, + -0.0016004889900147854, + -0.001586360743114843, + 0.0015834465044047997, + -0.0015722219584941755, + -0.0015704668925118064, + -0.001562938274308376, + 0.0015584283228214182, + 0.0015561799352785252, + -0.0015557695966876691, + 0.0015528480845445945, + 0.001550819233996546, + 0.0015429733169083205, + -0.0015294812161299957, + -0.0015293874991765346, + -0.0015281062264410135, + 0.0015251150306512652, + -0.0015123678183261696, + 0.0015086187580830716, + 0.0015002133126614968, + -0.0014913055659897308, + -0.001490140864152413, + -0.0014831113703647472, + -0.0014824309777872486, + -0.0014722542857402727, + 0.0014654694690414039, + -0.0014599920498094864, + 0.0014536226817312154, + -0.0014512804269968575, + -0.0014389102386931911, + 0.0014294271016394478, + 0.0014289011174275282, + -0.0014251051830999034, + 0.0014238074476840997, + 0.0014191530994183492, + -0.0014074530388650435, + -0.0014067952511588957, + 0.0014049406323489316, + -0.0014045680334661354, + 0.0013965580247751, + -0.0013916092578173242, + -0.0013851946412095902, + -0.0013819202986366072, + 0.0013815997632707219, + -0.001379863294685596, + 0.00137653066637455, + -0.0013691625903828801, + -0.0013691218727619405, + -0.0013602707453434415, + 0.0013547784870472101, + -0.0013439564784100445, + -0.0013354648926190951, + 0.001329219537510018, + -0.0013286962710279003, + 0.001316168049929172, + -0.0013125715059378509, + 0.0013116446284811563, + -0.0013091606602229457, + 0.001291773844015361, + -0.0012909946400883768, + -0.0012896650872266443, + 0.0012863323172299624, + -0.0012745289561934675, + -0.0012734932255804596, + -0.0012725537210511618, + 0.001267985741033771, + 0.0012675281850253177, + 0.0012671111348539208, + 0.0012571122722318056, + -0.0012564766504850776, + -0.0012546169701571977, + -0.0012499905491073807, + 0.0012471810255137105, + 0.0012409251279388526, + 0.0012398993819627406, + -0.0012315065402953834, + 0.001225330011203871, + 0.001221554927769845, + 0.0012189179085499609, + -0.0012148410534465373, + 0.001208465928406417, + -0.0012065615425162323, + 0.001188681242257398, + 0.001184970154164244, + -0.0011695858254943587, + -0.0011692546555689331, + 0.00115800736269509, + 0.0011515853961344175, + -0.0011491679628197538, + 0.001138337194692519, + 0.001137149646071167, + -0.0011330570167289197, + 0.0011304557041226149, + 0.0011286860417252418, + 0.0011277929663205271, + -0.0011156187898782584, + 0.0011154953020411221, + 0.0011080233316300718, + 0.0011075467453996032, + -0.0011075050651496764, + 0.0011042688681736463, + 0.0010975756190440974, + -0.0010897640677351764, + 0.0010887225056922755, + 0.0010864039781862836, + -0.0010798331829357654, + 0.0010796350134552263, + 0.0010752623715537205, + 0.0010739604893388102, + 0.0010731045571422888, + -0.0010650591530132053, + 0.0010638001415319803, + 0.0010504343943995517, + -0.0010498690195728053, + -0.001043034112607792, + -0.0010415527005811556, + -0.0010360653196736281, + -0.0010337182274098393, + -0.0010270092951230891, + 0.0010218385348253092, + -0.0010212298810985555, + -0.001016084883514307, + -0.0010129203285017374, + -0.0010124153842151562, + 0.0010109800829408717, + 0.0010085007788688738, + 0.0010056839595717797, + 0.001002825087308538, + -0.0010027944542955888, + 0.0009968527163206893, + 0.000996349595224224, + 0.0009913090314571523, + -0.000987379661704701, + 0.000978378400762925, + 0.0009778328035385437, + 0.0009766853958299935, + -0.0009751673213849061, + -0.0009718461919318326, + 0.0009692848270965796, + 0.0009572473060408473, + -0.000954174923861677, + -0.0009485861132124019, + -0.0009476741896399145, + 0.0009422399508851732, + -0.0009420783391771113, + -0.0009403154195466829, + 0.0009299461022631339, + 0.0009250158082864976, + -0.0009222912552438276, + 0.0009192163570534578, + -0.0009060242371324142, + 0.0009050487458505976, + 0.000895338601521487, + 0.0008933220359628355, + 0.0008901696724422297, + 0.0008899444204784303, + -0.0008881421980080187, + -0.0008834216089536785, + 0.0008807766989317122, + 0.0008747118062010279, + 0.0008745460554992707, + -0.0008700136634390741, + 0.0008625797744830954, + -0.0008593553159256897, + -0.0008554118854348588, + 0.0008553402050711501, + -0.0008409317255997119, + 0.0008357700143487449, + -0.0008283134301570016, + 0.0008186444980835332, + 0.0008139065394367407, + 0.0008085282839971926, + -0.0008072509304148237, + 0.0008027842936792305, + 0.0008019751100792178, + -0.0008012549811716876, + 0.0007922605620920532, + -0.0007900220879261665, + -0.0007883544895891775, + -0.0007857797403987683, + 0.0007771533349605657, + 0.0007690195867561059, + 0.0007672771071504352, + 0.0007637791451257437, + 0.0007614330365726932, + 0.0007577247382274338, + 0.0007516504723726189, + -0.0007485367962726441, + -0.0007478015854036949, + 0.0007477397392080291, + 0.0007449989133762633, + 0.0007368376422697134, + 0.0007354660921895121, + 0.000734048759031076, + -0.0007310741738811174, + -0.0007310108102957997, + 0.0007298546415430922, + -0.0007296643075461867, + -0.000728691787264525, + 0.0007269351568220145, + 0.0007266654667551443, + 0.0007209010491374884, + 0.0007197608138876095, + 0.0007183511924678962, + 0.0007101189077287462, + -0.0007093726107869033, + 0.0007093161024009559, + 0.0007081392918787227, + -0.0007079404706164169, + -0.0007055640977391527, + 0.0007050291952944509, + -0.0007009190177632668, + -0.0007004102848835754, + 0.0006974311185837455, + -0.0006966069719279171, + 0.0006952114132472458, + -0.0006933088285942947, + -0.0006930914014807586, + -0.0006886480244797312, + -0.0006872665096115127, + -0.0006867986113639388, + 0.0006849141285275507, + 0.0006783041646767001, + 0.0006767950084741639, + 0.0006721009612357408, + -0.0006574441288533933, + -0.0006546840232781842, + -0.0006537267164900768, + 0.0006531016005319694, + 0.0006526471403894213, + -0.0006508167096787298, + -0.0006497912233606555, + 0.0006463906190833783, + 0.000641489192129269, + 0.000640561356948491, + 0.0006338301067135864, + 0.0006337041480216415, + -0.0006305185693902107, + 0.0006288622980776668, + 0.0006222718661686917, + 0.000620230566011308, + 0.0006180947238368066, + -0.0006171648112619859, + 0.0006163655977958319, + 0.0006162874119210255, + 0.0006148413317486828, + 0.0006135148482252344, + 0.0006133791106919712, + -0.0006133463798124498, + 0.0006128130647707188, + 0.0006071169505153236, + -0.0006057579170405656, + -0.0006054402238678417, + 0.000604643957391, + 0.0005976066233331738, + 0.0005957666147571042, + -0.0005932616108934323, + -0.0005851388717615478, + -0.0005826228624638295, + -0.0005824941346208168, + -0.0005814160922852684, + -0.0005809018668995278, + 0.0005794542735384079, + -0.000575621997514344, + 0.0005740584207570912, + 0.0005734084678734126, + -0.0005720186379062184, + -0.0005709150340944892, + 0.000568718155576036, + -0.0005665127649772275, + -0.0005648309692627746, + -0.0005618654156709559, + -0.0005599399608689998, + -0.000553952150097483, + -0.0005472143582509347, + -0.0005432813298597401, + 0.0005406247619278439, + 0.0005380992743758528, + -0.0005336623140300121, + 0.0005324915525432372, + 0.0005311579404860869, + -0.0005304166606565497, + 0.0005267923938076271, + 0.0005258335819772094, + 0.0005253289075487192, + -0.0005221350011987405, + 0.0005197396925622393, + 0.0005192709308697485, + 0.0005187315533894637, + -0.0005161017145628181, + 0.0005151073953097076, + -0.0005134689568345245, + -0.0005127131226702611, + -0.0004998448743740725, + 0.0004981151540132136, + -0.000495787515277534, + 0.000495366850376546, + 0.0004914449610739505, + -0.00048822438094820326, + -0.0004862238676079717, + -0.00048538190117571116, + -0.0004838480327005937, + 0.0004830457825649223, + 0.00048283788282751244, + 0.00048023623091266517, + -0.0004717188451076918, + -0.00046277328932410166, + 0.00046249372441024096, + -0.00045972077311426406, + 0.00045769935939326417, + -0.0004562511275020133, + -0.00045335264453837376, + -0.0004410968776794386, + -0.000440128354590753, + 0.0004385798199131646, + 0.000437316985406062, + -0.0004372851699743605, + -0.0004305854895571515, + -0.0004264951002847625, + 0.00042420808999185167, + 0.0004227218582660941, + -0.00042023153861373, + 0.00041864621589963926, + -0.00041515668551015143, + -0.0004150667664680905, + 0.00041501392883821114, + 0.0004136361342260509, + 0.00040061784550340717, + -0.0003998762612538207, + -0.00039973262324915983, + 0.0003968134048930469, + -0.000396739136089284, + 0.00039107849364036513, + 0.0003905806337927485, + 0.00039052330207467635, + -0.0003900513245309134, + 0.0003892514916860345, + 0.00038656780018621735, + 0.00038470608520752475, + -0.00038453200687182005, + 0.0003784107944867403, + 0.0003781240658790569, + 0.0003780020026115663, + -0.0003763371691933453, + 0.00037496787744037186, + 0.0003747903858711408, + 0.00037477097921624256, + -0.0003728551405911954, + -0.000368884065905603, + -0.00036445821291262596, + -0.00036314033466686293, + -0.00036270283181672413, + -0.0003590265014539583, + -0.0003527146775495117, + -0.00035178277066583017, + 0.00035174725367199364, + 0.00034852438336538193, + 0.00034764620830620807, + -0.000347497693558717, + -0.00034522896256655586, + -0.00034328653749023124, + -0.0003402558445076422, + 0.00033902468214563755, + -0.0003355794967589653, + -0.00033514760109872493, + -0.00032518536740462, + -0.00032293528513374414, + -0.0003226662660964647, + -0.0003222391177882789, + -0.0003195747845778878, + 0.0003165583202489012, + 0.0003131648439750884, + -0.00031197552869220507, + 0.00031146720617562936, + -0.00031028692804444094, + 0.00030985186366748506, + 0.00030257952198677014, + 0.00030034228277235056, + 0.00030029278389200823, + -0.0002988150180474479, + -0.00029617366190366935, + -0.00029520620971276414, + 0.0002909942401763485, + -0.0002866103457894935, + 0.00028502983556103595, + 0.00028484683513388333, + 0.0002846331559966252, + -0.00028246174151253786, + -0.00027948700001422194, + 0.00027521585784231605, + -0.00027436307443804965, + 0.000271924058909296, + 0.0002713073936081219, + 0.0002695692275079219, + -0.0002692875542362754, + 0.00026823348947777997, + 0.00026670089293107324, + -0.00026504638167827634, + -0.00026500044100435255, + -0.0002641505660582364, + -0.00026085824486506967, + 0.0002562664332872682, + 0.0002536675249594433, + -0.000253648439738135, + -0.00025243673114152594, + -0.00024999475682425205, + -0.00024506671160687217, + -0.0002434760460216707, + 0.00024181546357718327, + 0.00024139377271945308, + 0.00024117076296155764, + 0.0002402590688908549, + -0.00023904465074427864, + -0.00023658768995885192, + 0.00023299380339672195, + 0.00023200666357417037, + 0.00023131045400031123, + -0.00023009436886850835, + 0.00022834857204471869, + 0.00022820327770862837, + 0.00022777177625632198, + 0.00022726267351973428, + 0.00022437045355353443, + 0.00022400185213864807, + 0.00022025883865878928, + -0.00021970126110352567, + -0.00021963618353501943, + -0.00021569896500741917, + 0.0002147103896026878, + 0.00021200665064454295, + -0.00021090455036054662, + 0.00020780592499368314, + -0.0002073848792745551, + 0.00020655906858081912, + 0.0002019928180752201, + 0.00020171232662641393, + 0.00020117486064440073, + 0.00020097394613835274, + -0.00019982404064326315, + 0.00019691818349080366, + -0.00019565772480019045, + 0.00019285396015902883, + -0.00019204523222408093, + -0.00018996687073145028, + -0.00018734518916983212, + 0.00018677030406585063, + 0.00018655403938795407, + -0.00018526115539087656, + 0.00018465803263795073, + 0.0001830692304947414, + -0.0001820373018631601, + -0.00018138827491406324, + 0.00017956255514334782, + -0.00017935052281862782, + 0.00017873647518855463, + 0.00017828691332625154, + -0.00017566601813878076, + 0.00017521895268438702, + -0.00017520092408146378, + -0.0001745465165152758, + -0.00017370819015606693, + 0.00017288118466530692, + 0.00017150262868085713, + 0.00016977204891083765, + -0.0001687051338508374, + 0.0001680855025916467, + 0.0001669080793859767, + 0.00016413230591624345, + -0.00016308397841494074, + 0.0001595942620856873, + 0.00015922556407364595, + 0.00015845612422285757, + -0.00015654268459867155, + 0.00015566042637395753, + 0.000155149152422019, + 0.00015372698508683724, + 0.0001532099028732821, + -0.00015038703020310256, + 0.00014965246081940958, + 0.00014905557408581856, + -0.00014900382642056914, + 0.00014730745051918495, + 0.0001464556734638206, + 0.00014638407338209567, + -0.00014632854783356157, + -0.0001458728585132292, + 0.00014578416369814191, + 0.00014424975672307092, + 0.0001440272668994856, + 0.00014325592948134197, + -0.00014222808253408874, + 0.00013959860091013003, + -0.00013903785851979936, + -0.00013898474733810046, + -0.0001375902968410487, + 0.00013716744927119693, + 0.00013428445256474783, + -0.000133137890713456, + -0.00013252117651012355, + 0.00013208998377196808, + 0.00013138866581927352, + -0.0001307441927723501, + -0.00012909266186789933, + 0.00012881563324071906, + 0.00012835873088726284, + 0.0001268286258651553, + 0.00012682702821926306, + 0.00012408518304076572, + -0.00012339816696083013, + -0.00012153039810200894, + -0.000121131888723131, + 0.00011938619512846186, + 0.00011897668196925541, + 0.00011810809884445081, + 0.00011799600662232624, + 0.0001165322552140189, + 0.00011528002221211827, + 0.00011476320184456079, + -0.00011463690687282634, + -0.00011418998371222716, + -0.00011355842740658586, + -0.00011257175239598715, + -0.00011251398418803516, + 0.00011224370202160239, + 0.0001097937092690539, + 0.00010808382052441172, + -0.00010719898952042969, + 0.00010546295223225117, + 0.00010439854011825608, + -0.00010419173770916755, + 0.00010311158649400653, + -0.00010304844512200704, + -0.00010297514210683332, + -0.0001027744170596479, + -0.00010057662942047864, + -9.909106539410028e-05, + -9.836570585631007e-05, + 9.786317535408997e-05, + -9.694629117579698e-05, + 9.692146781505063e-05, + -9.506731240970272e-05, + 9.436684840991782e-05, + -9.362970940817881e-05, + 9.269296967031258e-05, + 9.208979010255956e-05, + -9.206620309828276e-05, + 9.148540483318697e-05, + 9.12539602099384e-05, + -8.982901159934404e-05, + 8.957788733235832e-05, + 8.839070829528908e-05, + 8.749479386436662e-05, + -8.735587830225847e-05, + 8.700979542767264e-05, + -8.627135508501436e-05, + 8.610852509172289e-05, + -8.515715713417523e-05, + -8.400716125750478e-05, + 8.36283035594631e-05, + -8.334311764547427e-05, + 8.204963118024193e-05, + -8.155798570805933e-05, + 8.12364374260961e-05, + 8.120112082212386e-05, + 8.00369784947162e-05, + -7.833355620056397e-05, + 7.74558369402775e-05, + -7.471464435497198e-05, + 7.231354406431591e-05, + 7.188206251944597e-05, + 7.09871053535143e-05, + -7.069855024495868e-05, + -6.931943483706385e-05, + 6.859587678305828e-05, + -6.81952321217098e-05, + -6.770748508099216e-05, + 6.749842802798707e-05, + 6.669812104291623e-05, + -6.5559801661604e-05, + -6.10010389759797e-05, + -5.989045032222016e-05, + 5.957084561489675e-05, + -5.9319101065927626e-05, + -5.8673740904445325e-05, + -5.853733823106868e-05, + 5.770372671778684e-05, + 5.692465844179004e-05, + -5.668984811975867e-05, + -5.4525417405788316e-05, + 5.411992281509539e-05, + 5.297793873217216e-05, + 5.276837873369398e-05, + -5.250326535268955e-05, + 5.222498788184203e-05, + 5.166082092052488e-05, + -5.165218952695618e-05, + 5.103755170714183e-05, + 5.059152883811661e-05, + 4.96931883433939e-05, + 4.9465198181640574e-05, + -4.9285693572666625e-05, + -4.9169354190800356e-05, + 4.6824091566156076e-05, + -4.360793111890255e-05, + -4.323346006171985e-05, + -4.219917497516418e-05, + 4.1822762604077435e-05, + 4.137374347638936e-05, + -4.043967400283438e-05, + 3.978767059717692e-05, + 3.9491855865617986e-05, + -3.948805076265466e-05, + -3.8963368164668666e-05, + -3.811401633126475e-05, + 3.788342076339297e-05, + 3.715329509490669e-05, + 3.510029098656857e-05, + -3.351698708356595e-05, + 3.332261028704211e-05, + 3.258368847779534e-05, + -3.1482842849195535e-05, + 3.065796223602576e-05, + -2.978901616106852e-05, + 2.9778385587785505e-05, + 2.95904853982587e-05, + 2.9578682503217096e-05, + -2.9186963378812015e-05, + -2.8425486948021246e-05, + 2.8362942026285168e-05, + -2.76690866276556e-05, + -2.7032389382446274e-05, + 2.457109958705303e-05, + 2.4049366825537952e-05, + -2.165227576771026e-05, + -2.1581330339075615e-05, + 2.1469815139494346e-05, + 2.1179594508531852e-05, + 2.0746128835022187e-05, + -2.060994106629235e-05, + 1.9615496986677033e-05, + 1.9610194549669733e-05, + 1.8882754996143925e-05, + 1.882980318273926e-05, + -1.8747902395292952e-05, + 1.823271931116542e-05, + -1.8080566253535797e-05, + 1.755203533556714e-05, + -1.754747393788288e-05, + 1.7138977316861466e-05, + 1.6884110964377714e-05, + -1.6384133563550574e-05, + 1.616879268906189e-05, + 1.6057800084137233e-05, + 1.5101161412317223e-05, + 1.5060057119985785e-05, + 1.3570163732108716e-05, + 1.3253141140595966e-05, + 1.3179996715929259e-05, + -1.3096010567990437e-05, + 1.3054140170880524e-05, + -1.2535794493605841e-05, + 1.1542862435655567e-05, + 1.1501499350118823e-05, + 1.1206137808803681e-05, + -1.0860932855292344e-05, + 1.0388341351142196e-05, + -1.0360749392207864e-05, + 1.0081361634860941e-05, + 9.8562653201542e-06, + 9.709612051765745e-06, + -9.533681786034884e-06, + 9.157919197782708e-06, + 9.09106114102723e-06, + 8.70495446264763e-06, + 8.499794820712445e-06, + -7.761991851850332e-06, + 6.9805030531603e-06, + 6.6185968569264474e-06, + 6.5043178262408045e-06, + -6.407045789844006e-06, + -6.387012253645652e-06, + -4.800643860580992e-06, + 4.7987199644646445e-06, + 4.550868605015384e-06, + 4.459575698984992e-06, + -4.389148375313083e-06, + 3.8064893524029147e-06, + 2.9271871718521137e-06, + -2.714217450322906e-06, + 2.579664114155366e-06, + 2.4470858455718167e-06, + -2.3226414004937917e-06, + -2.1031764514365445e-06, + 2.0746174531656882e-06, + 1.230855224618086e-06, + -1.1232969456327033e-06, + -9.778147546274618e-07, + 8.907665202532031e-07, + 8.35628943344796e-07, + 7.479021616025011e-07, + 4.996414686547657e-07, + 4.067791637545426e-07, + 3.883821135284589e-07, + 3.713974115850484e-07, + 1.8762438926587244e-07, + -1.6759574087661255e-07, + -1.5138206172413335e-07, + -1.3443876576582837e-07, + 1.2523452512175558e-07, + 1.1121310376980543e-07, + 6.544116186521013e-08, + -5.8180033384161876e-08, + 4.727853810229478e-08 + ], + "Absolute Coefficient": [ + 0.04270317355077867, + 0.03497396947266341, + 0.03240902609019229, + 0.03205690466287994, + 0.032020805175357124, + 0.028667095322066037, + 0.028218615049459956, + 0.027308602509090788, + 0.026414892973646745, + 0.02597424856152365, + 0.02572104556331346, + 0.025245768939907695, + 0.024999760957122565, + 0.024802338355014837, + 0.02437580454204095, + 0.024268575669504595, + 0.02416852137756402, + 0.023108473608191054, + 0.022977188974124874, + 0.022890310760189162, + 0.02271030124884557, + 0.022676250632597116, + 0.022352920270089366, + 0.022234008936301175, + 0.02221206801543878, + 0.02192156387521078, + 0.021680890293787464, + 0.0213335890945222, + 0.021109417913565513, + 0.02067833738686346, + 0.019443483048927748, + 0.0193429022018265, + 0.019223068651574797, + 0.018520245075729153, + 0.018295082647742718, + 0.018200990503660138, + 0.017976371832660574, + 0.01791702836000334, + 0.01765084762765151, + 0.017568590807722762, + 0.01745535133004912, + 0.017371981542865088, + 0.017352459642031644, + 0.01733539610442738, + 0.017037386651305515, + 0.01645630255761252, + 0.01621576432789518, + 0.01571615007674904, + 0.015657405619974852, + 0.015464879886997155, + 0.015277002970680185, + 0.015166078003668084, + 0.015110746036802878, + 0.01505840996299755, + 0.015054943527172968, + 0.01470878168687953, + 0.014267319701987864, + 0.014257385550789325, + 0.013811896689471364, + 0.01373993852173619, + 0.01372773257189206, + 0.0137197895380252, + 0.01365786879023793, + 0.01359300380823022, + 0.013381786120227758, + 0.013315502648448213, + 0.013300080071741424, + 0.012798468561896141, + 0.012749842275521084, + 0.012701503260907167, + 0.012661044237032511, + 0.012634463895606423, + 0.012510120386052037, + 0.01228373860955967, + 0.01215009345541337, + 0.012136511829270958, + 0.012121768135500421, + 0.012101518739227829, + 0.012089713678871327, + 0.012023793361669725, + 0.011871364068804104, + 0.011575708491565907, + 0.011528408154438261, + 0.011344517694397723, + 0.011227907139755638, + 0.011129005971234958, + 0.01090530446552106, + 0.010883258650000978, + 0.010823348070709697, + 0.010666258940498444, + 0.010629398035070578, + 0.010568988907922511, + 0.0105098922286287, + 0.010481277199284341, + 0.010451105086966242, + 0.010449924501836566, + 0.010433766009655237, + 0.010404956506496895, + 0.010372870153495847, + 0.010332822254007895, + 0.010309053134544994, + 0.010263689235893656, + 0.010021210981484986, + 0.009987706072706076, + 0.009969569571881944, + 0.009936103894683733, + 0.009730517372238715, + 0.009706808944225204, + 0.009548567577505048, + 0.009489476946776482, + 0.009377083397404794, + 0.009340085265198613, + 0.009315369057774229, + 0.009281580966795606, + 0.009230619686239632, + 0.009223662260708435, + 0.009209281868571844, + 0.009098976806507262, + 0.00909582688619508, + 0.009062793943344536, + 0.009027249226638563, + 0.008999793317955628, + 0.008997030128758677, + 0.008984925195093656, + 0.00890793795731362, + 0.008896466220216804, + 0.008843802101242729, + 0.008798411632985633, + 0.00876713603183089, + 0.008697817969060023, + 0.008666355507684903, + 0.008616558873307242, + 0.008606644859035591, + 0.008498936445937607, + 0.008497776398353961, + 0.008434119084764095, + 0.00841891616426617, + 0.008394779022981228, + 0.008362644048848775, + 0.008228729869120413, + 0.008212956457994395, + 0.008167627116693468, + 0.008106221589631998, + 0.008045999741654175, + 0.008021135668196596, + 0.008018740439437866, + 0.00801169383093665, + 0.007994696284778073, + 0.00793454234255283, + 0.007912759087579968, + 0.007855682050638793, + 0.00777735486022632, + 0.007652583460712513, + 0.007647796515876318, + 0.007541485754322638, + 0.007492797880056238, + 0.007465012697178955, + 0.007427216287668659, + 0.0073420687794990055, + 0.007326648648233681, + 0.007322163500513407, + 0.007236933581160204, + 0.007230270716827526, + 0.007173258463879349, + 0.007098772748270401, + 0.007096677060144554, + 0.007075564377334605, + 0.007068341726694844, + 0.0070500826492960415, + 0.007013096765252335, + 0.007004483546742875, + 0.006995770167964218, + 0.006988075630790652, + 0.006973705141652297, + 0.006922790400974343, + 0.006904973270372408, + 0.006764945196537714, + 0.006761116289005442, + 0.0066242507343116895, + 0.006603520332749721, + 0.006599321312523418, + 0.006547784992722448, + 0.006545064616639533, + 0.006504102041023239, + 0.006495157939045455, + 0.006415100917867263, + 0.0063979901346571345, + 0.006296039693351054, + 0.006232602315349456, + 0.006224689086843295, + 0.006199450637195711, + 0.006186231548093754, + 0.006121855343743815, + 0.006121556797081585, + 0.006035704736572683, + 0.00602351673721094, + 0.006005651759189023, + 0.005998868528427962, + 0.0059931847401653885, + 0.005984410369717647, + 0.005888699637572264, + 0.005855381063401577, + 0.005841486079839187, + 0.005826668668793066, + 0.005798951606482463, + 0.005770187264351268, + 0.00576126375582118, + 0.005757346997791785, + 0.005660127570523057, + 0.005629654005728566, + 0.005574380636858771, + 0.00556494496590673, + 0.005543760306675526, + 0.005483362145745167, + 0.005469680401514686, + 0.005466980332308224, + 0.0054419088304267825, + 0.005430452141014542, + 0.005416353596642127, + 0.0054110266261983815, + 0.005405762825617484, + 0.0053729766501738226, + 0.005369947112898594, + 0.005368528579994943, + 0.00536656134173227, + 0.005216641291040066, + 0.005200916754022401, + 0.0051896437338842995, + 0.005115291146845518, + 0.005111107890400443, + 0.005108437057382083, + 0.005107267589510821, + 0.005098506189954087, + 0.00498534092598428, + 0.0049843513009450125, + 0.004936487662800286, + 0.004901923125471286, + 0.004847763173627261, + 0.004759412876182734, + 0.004720777131851321, + 0.004702811285647488, + 0.0046930791334301595, + 0.004663624561455793, + 0.004634162684485423, + 0.004629930981440741, + 0.004628789770352069, + 0.004618537165747459, + 0.004614632630755674, + 0.004603702708999068, + 0.00459435094190121, + 0.0045790269135348475, + 0.004475495239359402, + 0.004437347291765765, + 0.004434406078305377, + 0.004422272528054271, + 0.0043978600999448015, + 0.0043954471198924625, + 0.00439084494542541, + 0.004324321199322629, + 0.004311946393754931, + 0.004305150823985681, + 0.004285779096961997, + 0.004283491611534104, + 0.004276414341969128, + 0.0042683268121146735, + 0.004240306944119215, + 0.0042385060004826456, + 0.004230227366523209, + 0.004227627674274167, + 0.004211524681397434, + 0.0042066025325626765, + 0.004205406942110756, + 0.004201564564549617, + 0.004167985299571803, + 0.004158049449880101, + 0.004153304830146048, + 0.004137003923353627, + 0.004134837482114539, + 0.004128819321037068, + 0.004101910497102266, + 0.004088032928055551, + 0.004085794913778226, + 0.004084454492402716, + 0.004069630373467555, + 0.004062124051277835, + 0.004059641812879696, + 0.004052467851637639, + 0.004039258891316231, + 0.004021547691832205, + 0.004004257856774959, + 0.0039988889339120474, + 0.003985997489888821, + 0.003939100145508804, + 0.003936006719126427, + 0.003922928977114318, + 0.0039176831256065615, + 0.003905545823439172, + 0.003865243683629822, + 0.0038408901689005607, + 0.0038331781894997362, + 0.0038331669195422672, + 0.0038068031288963377, + 0.0037972850170888183, + 0.0037752965233358777, + 0.00375386824097156, + 0.003719519423548431, + 0.0037169322936149783, + 0.003696542008112552, + 0.0036881384327422336, + 0.0036851201008117457, + 0.0036672845126641744, + 0.003646619402487101, + 0.003598793138147487, + 0.0035854651645003885, + 0.0035824361479590825, + 0.0035817408004639854, + 0.0035797926396493136, + 0.0035651304607776657, + 0.003563922962612648, + 0.003562961048283037, + 0.0035352793086584214, + 0.0035342707763053173, + 0.00351306524361071, + 0.0035093024162557076, + 0.003500967085328628, + 0.0034898597525921324, + 0.0034784045035667326, + 0.003462817536324686, + 0.003457509883837343, + 0.0034478944644131117, + 0.003439984355186167, + 0.0034338206009901684, + 0.0034224259660613097, + 0.0034167949456404448, + 0.00340308168138432, + 0.003397609632449973, + 0.0033801815080108277, + 0.0033790022877691734, + 0.0033633904101554105, + 0.0033565772313791683, + 0.0033475124213394026, + 0.0032945048401999623, + 0.003282042174768545, + 0.0032763330705625183, + 0.0032688772558216706, + 0.003254109395502614, + 0.003253887732494773, + 0.0032492367273659443, + 0.0032465582716039746, + 0.0032157168475206435, + 0.003210017195124295, + 0.0032070827920741957, + 0.0032049485262393464, + 0.0031850464719242267, + 0.003165280219864954, + 0.003155307700761998, + 0.003146834891621137, + 0.0031360257213335608, + 0.0031202170340487844, + 0.0031179154861985005, + 0.0031129871341099083, + 0.0031110360196660073, + 0.0030861608613701407, + 0.0030672857340394905, + 0.0030655525241244023, + 0.003062577995841882, + 0.0030575745600648105, + 0.003045996506426271, + 0.003037365298490402, + 0.0030352116629668714, + 0.0030332610946221914, + 0.003011238744345148, + 0.003006719219820851, + 0.0029815899095031228, + 0.002978198720639935, + 0.002975747927607775, + 0.0029738720051947646, + 0.002970265556405063, + 0.0029696697110683738, + 0.0029618007655479645, + 0.0029589236210590323, + 0.0029422740195261623, + 0.002929486983550352, + 0.002914695742228357, + 0.0028855764387786193, + 0.002882266006352735, + 0.002876083599804629, + 0.002863369607063691, + 0.0028590692910689035, + 0.002857296516441527, + 0.002840873822868697, + 0.0028147415617982784, + 0.0028050571483004072, + 0.0028018880602167224, + 0.002790449965890127, + 0.0027836464163566743, + 0.0027801946385759375, + 0.0027626122984123124, + 0.002761452191673384, + 0.0027611069497398073, + 0.002730733186096056, + 0.0027037280545771343, + 0.0026886041530780522, + 0.0026803287995004264, + 0.0026734383626290823, + 0.0026702212116595948, + 0.002665538135476805, + 0.0026599216282643433, + 0.0026562297538032624, + 0.002631426355724203, + 0.0026310289535999665, + 0.002620673464371152, + 0.002611170246690375, + 0.0025881014291773865, + 0.0025571317624855454, + 0.0025369081322985537, + 0.002535937200887889, + 0.0025348234385843354, + 0.0025236111532225274, + 0.0024960509018215806, + 0.0024911406669779696, + 0.002488572001101785, + 0.0024815133441049857, + 0.0024669687554701846, + 0.0024599700503982708, + 0.002450448998438181, + 0.0024363230902188656, + 0.0024296892886875527, + 0.0024261609494154175, + 0.002425779257461098, + 0.002416334312845465, + 0.0023575938543890953, + 0.0023243946212751017, + 0.0023214715979072006, + 0.0023017761365474745, + 0.0022768572192231294, + 0.0022612786661719143, + 0.0022588178996045555, + 0.00225597748134454, + 0.002253291592801253, + 0.0022297331007244104, + 0.0022219838949273825, + 0.002216417319561673, + 0.0022052592244639715, + 0.002199348350258465, + 0.0021949434446131275, + 0.002193952688629799, + 0.0021574956098464534, + 0.00215069438049992, + 0.00214930171532985, + 0.0021430481883203912, + 0.0021389432166451076, + 0.0021341808258436225, + 0.002132229976484359, + 0.002123340560653835, + 0.002098066129023066, + 0.0020794787928289427, + 0.002078755800032742, + 0.002073427605822101, + 0.0020649368408481726, + 0.0020578514374639326, + 0.0020550392349300323, + 0.0020471156010954603, + 0.002040418626307407, + 0.0020329542768323526, + 0.0020291704829790793, + 0.002025059381023546, + 0.0020229924577488396, + 0.0020194779964545616, + 0.0020173522732663787, + 0.002011592547651561, + 0.001995838521088696, + 0.001994718430438766, + 0.0019922652888379176, + 0.0019825320254801345, + 0.0019621718011974686, + 0.0019611227719157636, + 0.001954196582701439, + 0.001952266071495742, + 0.0019509363741596736, + 0.001941556909931047, + 0.0019365034411989105, + 0.0019311237917921656, + 0.0019230851695063943, + 0.0019086942971164196, + 0.0019038103546821887, + 0.0018962453520207482, + 0.0018945178658848047, + 0.001870097258760474, + 0.0018683640717475718, + 0.0018509781292510305, + 0.0018484220111285774, + 0.0018184860042492772, + 0.001814816690672998, + 0.0018108683773586144, + 0.0018040830973156728, + 0.0017905625228627068, + 0.001784300415202537, + 0.0017825694687454213, + 0.0017800386112009226, + 0.0017794892782009766, + 0.001773647348411132, + 0.001766847883301861, + 0.0017583061730781886, + 0.001752326418186334, + 0.0017505462128582113, + 0.0017457345917154276, + 0.0017288841471456414, + 0.001719878933112123, + 0.0017182553593845505, + 0.001716179832462179, + 0.0017151504008086722, + 0.0017096431469504198, + 0.0017010149460853637, + 0.001700054157835786, + 0.0016992871305301022, + 0.0016937950099838027, + 0.0016920411189815863, + 0.0016915991878131017, + 0.0016911002065788882, + 0.0016666212771050445, + 0.0016660692621561705, + 0.0016617704170120207, + 0.001652800364028321, + 0.0016518406253557842, + 0.001645771684135807, + 0.0016455738347549616, + 0.0016320939086652293, + 0.001627351333552866, + 0.0016228633745900831, + 0.001617352077715871, + 0.0016139537968081303, + 0.0016128725453274902, + 0.001607682693385489, + 0.0016043521179184448, + 0.0016019335280226066, + 0.0016004889900147854, + 0.001586360743114843, + 0.0015834465044047997, + 0.0015722219584941755, + 0.0015704668925118064, + 0.001562938274308376, + 0.0015584283228214182, + 0.0015561799352785252, + 0.0015557695966876691, + 0.0015528480845445945, + 0.001550819233996546, + 0.0015429733169083205, + 0.0015294812161299957, + 0.0015293874991765346, + 0.0015281062264410135, + 0.0015251150306512652, + 0.0015123678183261696, + 0.0015086187580830716, + 0.0015002133126614968, + 0.0014913055659897308, + 0.001490140864152413, + 0.0014831113703647472, + 0.0014824309777872486, + 0.0014722542857402727, + 0.0014654694690414039, + 0.0014599920498094864, + 0.0014536226817312154, + 0.0014512804269968575, + 0.0014389102386931911, + 0.0014294271016394478, + 0.0014289011174275282, + 0.0014251051830999034, + 0.0014238074476840997, + 0.0014191530994183492, + 0.0014074530388650435, + 0.0014067952511588957, + 0.0014049406323489316, + 0.0014045680334661354, + 0.0013965580247751, + 0.0013916092578173242, + 0.0013851946412095902, + 0.0013819202986366072, + 0.0013815997632707219, + 0.001379863294685596, + 0.00137653066637455, + 0.0013691625903828801, + 0.0013691218727619405, + 0.0013602707453434415, + 0.0013547784870472101, + 0.0013439564784100445, + 0.0013354648926190951, + 0.001329219537510018, + 0.0013286962710279003, + 0.001316168049929172, + 0.0013125715059378509, + 0.0013116446284811563, + 0.0013091606602229457, + 0.001291773844015361, + 0.0012909946400883768, + 0.0012896650872266443, + 0.0012863323172299624, + 0.0012745289561934675, + 0.0012734932255804596, + 0.0012725537210511618, + 0.001267985741033771, + 0.0012675281850253177, + 0.0012671111348539208, + 0.0012571122722318056, + 0.0012564766504850776, + 0.0012546169701571977, + 0.0012499905491073807, + 0.0012471810255137105, + 0.0012409251279388526, + 0.0012398993819627406, + 0.0012315065402953834, + 0.001225330011203871, + 0.001221554927769845, + 0.0012189179085499609, + 0.0012148410534465373, + 0.001208465928406417, + 0.0012065615425162323, + 0.001188681242257398, + 0.001184970154164244, + 0.0011695858254943587, + 0.0011692546555689331, + 0.00115800736269509, + 0.0011515853961344175, + 0.0011491679628197538, + 0.001138337194692519, + 0.001137149646071167, + 0.0011330570167289197, + 0.0011304557041226149, + 0.0011286860417252418, + 0.0011277929663205271, + 0.0011156187898782584, + 0.0011154953020411221, + 0.0011080233316300718, + 0.0011075467453996032, + 0.0011075050651496764, + 0.0011042688681736463, + 0.0010975756190440974, + 0.0010897640677351764, + 0.0010887225056922755, + 0.0010864039781862836, + 0.0010798331829357654, + 0.0010796350134552263, + 0.0010752623715537205, + 0.0010739604893388102, + 0.0010731045571422888, + 0.0010650591530132053, + 0.0010638001415319803, + 0.0010504343943995517, + 0.0010498690195728053, + 0.001043034112607792, + 0.0010415527005811556, + 0.0010360653196736281, + 0.0010337182274098393, + 0.0010270092951230891, + 0.0010218385348253092, + 0.0010212298810985555, + 0.001016084883514307, + 0.0010129203285017374, + 0.0010124153842151562, + 0.0010109800829408717, + 0.0010085007788688738, + 0.0010056839595717797, + 0.001002825087308538, + 0.0010027944542955888, + 0.0009968527163206893, + 0.000996349595224224, + 0.0009913090314571523, + 0.000987379661704701, + 0.000978378400762925, + 0.0009778328035385437, + 0.0009766853958299935, + 0.0009751673213849061, + 0.0009718461919318326, + 0.0009692848270965796, + 0.0009572473060408473, + 0.000954174923861677, + 0.0009485861132124019, + 0.0009476741896399145, + 0.0009422399508851732, + 0.0009420783391771113, + 0.0009403154195466829, + 0.0009299461022631339, + 0.0009250158082864976, + 0.0009222912552438276, + 0.0009192163570534578, + 0.0009060242371324142, + 0.0009050487458505976, + 0.000895338601521487, + 0.0008933220359628355, + 0.0008901696724422297, + 0.0008899444204784303, + 0.0008881421980080187, + 0.0008834216089536785, + 0.0008807766989317122, + 0.0008747118062010279, + 0.0008745460554992707, + 0.0008700136634390741, + 0.0008625797744830954, + 0.0008593553159256897, + 0.0008554118854348588, + 0.0008553402050711501, + 0.0008409317255997119, + 0.0008357700143487449, + 0.0008283134301570016, + 0.0008186444980835332, + 0.0008139065394367407, + 0.0008085282839971926, + 0.0008072509304148237, + 0.0008027842936792305, + 0.0008019751100792178, + 0.0008012549811716876, + 0.0007922605620920532, + 0.0007900220879261665, + 0.0007883544895891775, + 0.0007857797403987683, + 0.0007771533349605657, + 0.0007690195867561059, + 0.0007672771071504352, + 0.0007637791451257437, + 0.0007614330365726932, + 0.0007577247382274338, + 0.0007516504723726189, + 0.0007485367962726441, + 0.0007478015854036949, + 0.0007477397392080291, + 0.0007449989133762633, + 0.0007368376422697134, + 0.0007354660921895121, + 0.000734048759031076, + 0.0007310741738811174, + 0.0007310108102957997, + 0.0007298546415430922, + 0.0007296643075461867, + 0.000728691787264525, + 0.0007269351568220145, + 0.0007266654667551443, + 0.0007209010491374884, + 0.0007197608138876095, + 0.0007183511924678962, + 0.0007101189077287462, + 0.0007093726107869033, + 0.0007093161024009559, + 0.0007081392918787227, + 0.0007079404706164169, + 0.0007055640977391527, + 0.0007050291952944509, + 0.0007009190177632668, + 0.0007004102848835754, + 0.0006974311185837455, + 0.0006966069719279171, + 0.0006952114132472458, + 0.0006933088285942947, + 0.0006930914014807586, + 0.0006886480244797312, + 0.0006872665096115127, + 0.0006867986113639388, + 0.0006849141285275507, + 0.0006783041646767001, + 0.0006767950084741639, + 0.0006721009612357408, + 0.0006574441288533933, + 0.0006546840232781842, + 0.0006537267164900768, + 0.0006531016005319694, + 0.0006526471403894213, + 0.0006508167096787298, + 0.0006497912233606555, + 0.0006463906190833783, + 0.000641489192129269, + 0.000640561356948491, + 0.0006338301067135864, + 0.0006337041480216415, + 0.0006305185693902107, + 0.0006288622980776668, + 0.0006222718661686917, + 0.000620230566011308, + 0.0006180947238368066, + 0.0006171648112619859, + 0.0006163655977958319, + 0.0006162874119210255, + 0.0006148413317486828, + 0.0006135148482252344, + 0.0006133791106919712, + 0.0006133463798124498, + 0.0006128130647707188, + 0.0006071169505153236, + 0.0006057579170405656, + 0.0006054402238678417, + 0.000604643957391, + 0.0005976066233331738, + 0.0005957666147571042, + 0.0005932616108934323, + 0.0005851388717615478, + 0.0005826228624638295, + 0.0005824941346208168, + 0.0005814160922852684, + 0.0005809018668995278, + 0.0005794542735384079, + 0.000575621997514344, + 0.0005740584207570912, + 0.0005734084678734126, + 0.0005720186379062184, + 0.0005709150340944892, + 0.000568718155576036, + 0.0005665127649772275, + 0.0005648309692627746, + 0.0005618654156709559, + 0.0005599399608689998, + 0.000553952150097483, + 0.0005472143582509347, + 0.0005432813298597401, + 0.0005406247619278439, + 0.0005380992743758528, + 0.0005336623140300121, + 0.0005324915525432372, + 0.0005311579404860869, + 0.0005304166606565497, + 0.0005267923938076271, + 0.0005258335819772094, + 0.0005253289075487192, + 0.0005221350011987405, + 0.0005197396925622393, + 0.0005192709308697485, + 0.0005187315533894637, + 0.0005161017145628181, + 0.0005151073953097076, + 0.0005134689568345245, + 0.0005127131226702611, + 0.0004998448743740725, + 0.0004981151540132136, + 0.000495787515277534, + 0.000495366850376546, + 0.0004914449610739505, + 0.00048822438094820326, + 0.0004862238676079717, + 0.00048538190117571116, + 0.0004838480327005937, + 0.0004830457825649223, + 0.00048283788282751244, + 0.00048023623091266517, + 0.0004717188451076918, + 0.00046277328932410166, + 0.00046249372441024096, + 0.00045972077311426406, + 0.00045769935939326417, + 0.0004562511275020133, + 0.00045335264453837376, + 0.0004410968776794386, + 0.000440128354590753, + 0.0004385798199131646, + 0.000437316985406062, + 0.0004372851699743605, + 0.0004305854895571515, + 0.0004264951002847625, + 0.00042420808999185167, + 0.0004227218582660941, + 0.00042023153861373, + 0.00041864621589963926, + 0.00041515668551015143, + 0.0004150667664680905, + 0.00041501392883821114, + 0.0004136361342260509, + 0.00040061784550340717, + 0.0003998762612538207, + 0.00039973262324915983, + 0.0003968134048930469, + 0.000396739136089284, + 0.00039107849364036513, + 0.0003905806337927485, + 0.00039052330207467635, + 0.0003900513245309134, + 0.0003892514916860345, + 0.00038656780018621735, + 0.00038470608520752475, + 0.00038453200687182005, + 0.0003784107944867403, + 0.0003781240658790569, + 0.0003780020026115663, + 0.0003763371691933453, + 0.00037496787744037186, + 0.0003747903858711408, + 0.00037477097921624256, + 0.0003728551405911954, + 0.000368884065905603, + 0.00036445821291262596, + 0.00036314033466686293, + 0.00036270283181672413, + 0.0003590265014539583, + 0.0003527146775495117, + 0.00035178277066583017, + 0.00035174725367199364, + 0.00034852438336538193, + 0.00034764620830620807, + 0.000347497693558717, + 0.00034522896256655586, + 0.00034328653749023124, + 0.0003402558445076422, + 0.00033902468214563755, + 0.0003355794967589653, + 0.00033514760109872493, + 0.00032518536740462, + 0.00032293528513374414, + 0.0003226662660964647, + 0.0003222391177882789, + 0.0003195747845778878, + 0.0003165583202489012, + 0.0003131648439750884, + 0.00031197552869220507, + 0.00031146720617562936, + 0.00031028692804444094, + 0.00030985186366748506, + 0.00030257952198677014, + 0.00030034228277235056, + 0.00030029278389200823, + 0.0002988150180474479, + 0.00029617366190366935, + 0.00029520620971276414, + 0.0002909942401763485, + 0.0002866103457894935, + 0.00028502983556103595, + 0.00028484683513388333, + 0.0002846331559966252, + 0.00028246174151253786, + 0.00027948700001422194, + 0.00027521585784231605, + 0.00027436307443804965, + 0.000271924058909296, + 0.0002713073936081219, + 0.0002695692275079219, + 0.0002692875542362754, + 0.00026823348947777997, + 0.00026670089293107324, + 0.00026504638167827634, + 0.00026500044100435255, + 0.0002641505660582364, + 0.00026085824486506967, + 0.0002562664332872682, + 0.0002536675249594433, + 0.000253648439738135, + 0.00025243673114152594, + 0.00024999475682425205, + 0.00024506671160687217, + 0.0002434760460216707, + 0.00024181546357718327, + 0.00024139377271945308, + 0.00024117076296155764, + 0.0002402590688908549, + 0.00023904465074427864, + 0.00023658768995885192, + 0.00023299380339672195, + 0.00023200666357417037, + 0.00023131045400031123, + 0.00023009436886850835, + 0.00022834857204471869, + 0.00022820327770862837, + 0.00022777177625632198, + 0.00022726267351973428, + 0.00022437045355353443, + 0.00022400185213864807, + 0.00022025883865878928, + 0.00021970126110352567, + 0.00021963618353501943, + 0.00021569896500741917, + 0.0002147103896026878, + 0.00021200665064454295, + 0.00021090455036054662, + 0.00020780592499368314, + 0.0002073848792745551, + 0.00020655906858081912, + 0.0002019928180752201, + 0.00020171232662641393, + 0.00020117486064440073, + 0.00020097394613835274, + 0.00019982404064326315, + 0.00019691818349080366, + 0.00019565772480019045, + 0.00019285396015902883, + 0.00019204523222408093, + 0.00018996687073145028, + 0.00018734518916983212, + 0.00018677030406585063, + 0.00018655403938795407, + 0.00018526115539087656, + 0.00018465803263795073, + 0.0001830692304947414, + 0.0001820373018631601, + 0.00018138827491406324, + 0.00017956255514334782, + 0.00017935052281862782, + 0.00017873647518855463, + 0.00017828691332625154, + 0.00017566601813878076, + 0.00017521895268438702, + 0.00017520092408146378, + 0.0001745465165152758, + 0.00017370819015606693, + 0.00017288118466530692, + 0.00017150262868085713, + 0.00016977204891083765, + 0.0001687051338508374, + 0.0001680855025916467, + 0.0001669080793859767, + 0.00016413230591624345, + 0.00016308397841494074, + 0.0001595942620856873, + 0.00015922556407364595, + 0.00015845612422285757, + 0.00015654268459867155, + 0.00015566042637395753, + 0.000155149152422019, + 0.00015372698508683724, + 0.0001532099028732821, + 0.00015038703020310256, + 0.00014965246081940958, + 0.00014905557408581856, + 0.00014900382642056914, + 0.00014730745051918495, + 0.0001464556734638206, + 0.00014638407338209567, + 0.00014632854783356157, + 0.0001458728585132292, + 0.00014578416369814191, + 0.00014424975672307092, + 0.0001440272668994856, + 0.00014325592948134197, + 0.00014222808253408874, + 0.00013959860091013003, + 0.00013903785851979936, + 0.00013898474733810046, + 0.0001375902968410487, + 0.00013716744927119693, + 0.00013428445256474783, + 0.000133137890713456, + 0.00013252117651012355, + 0.00013208998377196808, + 0.00013138866581927352, + 0.0001307441927723501, + 0.00012909266186789933, + 0.00012881563324071906, + 0.00012835873088726284, + 0.0001268286258651553, + 0.00012682702821926306, + 0.00012408518304076572, + 0.00012339816696083013, + 0.00012153039810200894, + 0.000121131888723131, + 0.00011938619512846186, + 0.00011897668196925541, + 0.00011810809884445081, + 0.00011799600662232624, + 0.0001165322552140189, + 0.00011528002221211827, + 0.00011476320184456079, + 0.00011463690687282634, + 0.00011418998371222716, + 0.00011355842740658586, + 0.00011257175239598715, + 0.00011251398418803516, + 0.00011224370202160239, + 0.0001097937092690539, + 0.00010808382052441172, + 0.00010719898952042969, + 0.00010546295223225117, + 0.00010439854011825608, + 0.00010419173770916755, + 0.00010311158649400653, + 0.00010304844512200704, + 0.00010297514210683332, + 0.0001027744170596479, + 0.00010057662942047864, + 9.909106539410028e-05, + 9.836570585631007e-05, + 9.786317535408997e-05, + 9.694629117579698e-05, + 9.692146781505063e-05, + 9.506731240970272e-05, + 9.436684840991782e-05, + 9.362970940817881e-05, + 9.269296967031258e-05, + 9.208979010255956e-05, + 9.206620309828276e-05, + 9.148540483318697e-05, + 9.12539602099384e-05, + 8.982901159934404e-05, + 8.957788733235832e-05, + 8.839070829528908e-05, + 8.749479386436662e-05, + 8.735587830225847e-05, + 8.700979542767264e-05, + 8.627135508501436e-05, + 8.610852509172289e-05, + 8.515715713417523e-05, + 8.400716125750478e-05, + 8.36283035594631e-05, + 8.334311764547427e-05, + 8.204963118024193e-05, + 8.155798570805933e-05, + 8.12364374260961e-05, + 8.120112082212386e-05, + 8.00369784947162e-05, + 7.833355620056397e-05, + 7.74558369402775e-05, + 7.471464435497198e-05, + 7.231354406431591e-05, + 7.188206251944597e-05, + 7.09871053535143e-05, + 7.069855024495868e-05, + 6.931943483706385e-05, + 6.859587678305828e-05, + 6.81952321217098e-05, + 6.770748508099216e-05, + 6.749842802798707e-05, + 6.669812104291623e-05, + 6.5559801661604e-05, + 6.10010389759797e-05, + 5.989045032222016e-05, + 5.957084561489675e-05, + 5.9319101065927626e-05, + 5.8673740904445325e-05, + 5.853733823106868e-05, + 5.770372671778684e-05, + 5.692465844179004e-05, + 5.668984811975867e-05, + 5.4525417405788316e-05, + 5.411992281509539e-05, + 5.297793873217216e-05, + 5.276837873369398e-05, + 5.250326535268955e-05, + 5.222498788184203e-05, + 5.166082092052488e-05, + 5.165218952695618e-05, + 5.103755170714183e-05, + 5.059152883811661e-05, + 4.96931883433939e-05, + 4.9465198181640574e-05, + 4.9285693572666625e-05, + 4.9169354190800356e-05, + 4.6824091566156076e-05, + 4.360793111890255e-05, + 4.323346006171985e-05, + 4.219917497516418e-05, + 4.1822762604077435e-05, + 4.137374347638936e-05, + 4.043967400283438e-05, + 3.978767059717692e-05, + 3.9491855865617986e-05, + 3.948805076265466e-05, + 3.8963368164668666e-05, + 3.811401633126475e-05, + 3.788342076339297e-05, + 3.715329509490669e-05, + 3.510029098656857e-05, + 3.351698708356595e-05, + 3.332261028704211e-05, + 3.258368847779534e-05, + 3.1482842849195535e-05, + 3.065796223602576e-05, + 2.978901616106852e-05, + 2.9778385587785505e-05, + 2.95904853982587e-05, + 2.9578682503217096e-05, + 2.9186963378812015e-05, + 2.8425486948021246e-05, + 2.8362942026285168e-05, + 2.76690866276556e-05, + 2.7032389382446274e-05, + 2.457109958705303e-05, + 2.4049366825537952e-05, + 2.165227576771026e-05, + 2.1581330339075615e-05, + 2.1469815139494346e-05, + 2.1179594508531852e-05, + 2.0746128835022187e-05, + 2.060994106629235e-05, + 1.9615496986677033e-05, + 1.9610194549669733e-05, + 1.8882754996143925e-05, + 1.882980318273926e-05, + 1.8747902395292952e-05, + 1.823271931116542e-05, + 1.8080566253535797e-05, + 1.755203533556714e-05, + 1.754747393788288e-05, + 1.7138977316861466e-05, + 1.6884110964377714e-05, + 1.6384133563550574e-05, + 1.616879268906189e-05, + 1.6057800084137233e-05, + 1.5101161412317223e-05, + 1.5060057119985785e-05, + 1.3570163732108716e-05, + 1.3253141140595966e-05, + 1.3179996715929259e-05, + 1.3096010567990437e-05, + 1.3054140170880524e-05, + 1.2535794493605841e-05, + 1.1542862435655567e-05, + 1.1501499350118823e-05, + 1.1206137808803681e-05, + 1.0860932855292344e-05, + 1.0388341351142196e-05, + 1.0360749392207864e-05, + 1.0081361634860941e-05, + 9.8562653201542e-06, + 9.709612051765745e-06, + 9.533681786034884e-06, + 9.157919197782708e-06, + 9.09106114102723e-06, + 8.70495446264763e-06, + 8.499794820712445e-06, + 7.761991851850332e-06, + 6.9805030531603e-06, + 6.6185968569264474e-06, + 6.5043178262408045e-06, + 6.407045789844006e-06, + 6.387012253645652e-06, + 4.800643860580992e-06, + 4.7987199644646445e-06, + 4.550868605015384e-06, + 4.459575698984992e-06, + 4.389148375313083e-06, + 3.8064893524029147e-06, + 2.9271871718521137e-06, + 2.714217450322906e-06, + 2.579664114155366e-06, + 2.4470858455718167e-06, + 2.3226414004937917e-06, + 2.1031764514365445e-06, + 2.0746174531656882e-06, + 1.230855224618086e-06, + 1.1232969456327033e-06, + 9.778147546274618e-07, + 8.907665202532031e-07, + 8.35628943344796e-07, + 7.479021616025011e-07, + 4.996414686547657e-07, + 4.067791637545426e-07, + 3.883821135284589e-07, + 3.713974115850484e-07, + 1.8762438926587244e-07, + 1.6759574087661255e-07, + 1.5138206172413335e-07, + 1.3443876576582837e-07, + 1.2523452512175558e-07, + 1.1121310376980543e-07, + 6.544116186521013e-08, + 5.8180033384161876e-08, + 4.727853810229478e-08 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 82.8, + "precision": 22.380952380952376, + "recall": 19.714285714285715, + "f1": 20.38850038850039 + }, + "selection": { + "precision": 0.5812954169576658, + "recall": 8.311688311688311, + "f1": 1.0865587001756398, + "jaccard": 0.5466790110264093 + } + } +} \ No newline at end of file diff --git a/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Insomnia.json b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Insomnia.json new file mode 100644 index 0000000000000000000000000000000000000000..1f23ae9bdecbfeb9bb9b9b47c96db3f8874bd9bc --- /dev/null +++ b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Insomnia.json @@ -0,0 +1,3849 @@ +{ + "significant_genes": { + "Variable": [ + "AATF", + "AADAC", + "ALPK2", + "ACTMAP", + "ABCF2", + "ACSM5", + "ABCC6", + "A2M", + "ACSM4", + "AGR2", + "ANKRD40", + "ACOT2", + "ACOT4", + "ACADVL", + "ADAMTS12", + "ADGRG4", + "ABHD2", + "ACTN3", + "ALDH4A1", + "ACRV1", + "ABI3BP", + "AAMDC", + "ABCC13", + "ART3", + "AASDHPPT", + "ALDH1L1", + "AACS", + "ABCB8", + "ABCC10", + "ABCE1", + "AEN", + "ACAT2", + "ACSM2A", + "ABCC8", + "AADACL3", + "ADAMTSL5", + "AFG1L", + "AGRP", + "ADAMTSL2", + "ABHD17B", + "AK2", + "ABCB10", + "ACSM3", + "ABCB5", + "AHCYL2", + "ABCA6", + "ABCA8", + "ADGRE4P", + "ADRA1A", + "ABHD1", + "ALKBH4", + "ARHGAP24", + "ARL3", + "AFF2", + "ADAM21P1", + "ABLIM3", + "ALDOB", + "ADCYAP1", + "ACMSD", + "ACBD6", + "ACTR2", + "ABCA11P", + "ACKR1", + "ACO2", + "ABHD13", + "AARSD1", + "ACOT1", + "ABHD12", + "ABCC9", + "ABHD5", + "ACTR5", + "AOX1", + "ADAD1", + "ALAD", + "ADAP2", + "AKAP7", + "APLP1", + "ADGRD2", + "ABLIM2", + "ADH5", + "ACTRT1", + "ACSL5", + "ARHGAP22", + "ABAT", + "ACTR10", + "ABCA12", + "ARHGAP23", + "ADCY9", + "BPIFA4P", + "ABCA10", + "ANGEL2", + "AGER", + "BBS5", + "ABCC4", + "ANKZF1", + "AIRIM", + "AKAP1", + "ABHD17A", + "ADAM21", + "ABCF3", + "ANKK1", + "ASIP", + "APBA3", + "ABCB4", + "ADORA3", + "ADO", + "ATG10", + "ADAD2", + "ALOX12P2", + "ABCD1", + "ADCK5", + "ADCY1", + "ADGRG6", + "AKR1C8", + "BMP5", + "APCS", + "BHLHE22", + "C1orf167", + "ALG1L1P", + "ABRA", + "ACER1", + "ADGRV1", + "AP4M1", + "ALDH7A1", + "ADA", + "ALX1", + "APOBEC3H", + "ADK", + "AKR1B15", + "ANK3", + "ASXL1", + "AKAP8", + "AARS1", + "ABI1", + "ADGRG2", + "A3GALT2", + "ARSL", + "ARFRP1", + "ACTL6B", + "C3orf20", + "ADAM22", + "AGAP7P", + "ANO3", + "AK3", + "HMGB4", + "ALG9", + "APCDD1", + "ALDH16A1", + "APLN", + "AP2S1", + "ADAM5", + "ACTL10", + "ANKRD13C", + "ABTB1", + "C2", + "ATXN1L", + "ALDH18A1", + "BANP", + "ABCB11", + "ACTL7A", + "ADAMTSL4", + "ANGPT2", + "ALDH1L2", + "ADAM32", + "ACKR3", + "AAK1", + "ANKAR", + "ABR", + "CTXN2", + "ALPL", + "ARHGEF19", + "AGT", + "AAGAB", + "COLEC10", + "ANKFN1", + "ADTRP", + "ARID1A", + "CA14", + "BAGE2", + "ABCB1", + "AFDN-DT", + "ACVR2A", + "AIPL1", + "AKAP14", + "ADAMTS8", + "AEBP1", + "CACNA2D1", + "ARHGEF15", + "ACACB", + "ADGRF2P", + "ASTE1", + "A1BG", + "AURKC", + "ACAP3", + "ABCF1", + "CETN3", + "AACSP1", + "AP5S1", + "APOLD1", + "AP4E1", + "AMER3", + "AAAS", + "CAPN11", + "CHRM1", + "ANKMY1", + "ANO1", + "ACP2", + "APEX2", + "ASPN", + "AQP4", + "ALCAM", + "BDH2", + "C1orf216", + "ADIPOR1", + "ACSM2B", + "AFAP1L1", + "ANKRA2", + "AP4B1", + "ANO7", + "CD109", + "ANKLE2", + "ALDH3A2", + "AP2A2", + "ADIPOR2", + "ATF1", + "AMPH", + "ATRX", + "ANAPC2", + "CCDC27", + "CLEC4GP1", + "ANKRD34A", + "CRTC3", + "AHSP", + "ANKRD18A", + "ADAM8", + "ARLN", + "ARID3C", + "AADACL4", + "ADAMTS10", + "ADAM7", + "BMERB1", + "GARNL3", + "ANKRD54", + "FUZ", + "ADORA1", + "AP1S1", + "ADAMTS16", + "ATAT1", + "BDNF-AS", + "ADAMTSL1", + "ANKRD20A8P", + "C12orf43", + "ACP5", + "CNPY1", + "APOBEC3D", + "ADH4", + "AHSG", + "ABI3", + "BRDT", + "ATP10D", + "ARHGEF16", + "DAZL", + "ASB16-AS1", + "CAND2", + "ACSM1", + "DHX30", + "ACOX3", + "ADCY4", + "ATP5MC3", + "AMDHD2", + "CDKL3", + "FAM225B", + "AKR1C4", + "ACYP1", + "ARHGAP32", + "ANKRD18B", + "AVP", + "AMPD3", + "ABRAXAS1", + "CDH7", + "ASB12", + "BAHCC1", + "ACVR1C", + "ABHD11", + "CHRM4", + "DUX3", + "ARHGEF25", + "CALR3", + "BTNL2", + "GLRA1", + "FAM90A13", + "SCTR", + "BPESC1", + "ATXN2L", + "ADGRB2", + "CCAR2", + "ABCA3", + "BCO2", + "COQ3", + "AMHR2", + "COL11A1", + "ARMH4", + "ANKRD24", + "BCL9L", + "AGPAT3", + "AFDN", + "ANAPC15", + "AMELX", + "BRS3", + "ARHGEF28", + "ADGRA1", + "CCDC116", + "CACNA1A", + "AKNA", + "C3orf18", + "CLLU1-AS1", + "BCL2L12", + "BMAL2", + "CASP9", + "ANKIB1", + "AIG1", + "BCAT1", + "ANKRD31", + "CBX8", + "CHRDL2", + "ANAPC7", + "ACTN2", + "DLST", + "ATP6V1F", + "ATAD3B", + "CHDH", + "ADAM19", + "C16orf87", + "AASS", + "CLSTN2", + "ANOS1", + "CHST2", + "AKAP6", + "ATP5PD", + "ABRAXAS2", + "AXIN2", + "DHDH", + "AGAP4", + "ACKR4", + "ADGRF4", + "CFAP20", + "LOC654780", + "AIF1", + "ABHD8", + "ADGRE3", + "ATRNL1", + "MGAT5", + "AZGP1", + "ACTR6", + "ARHGAP10", + "BRI3BP", + "ANKS4B", + "CLEC4M", + "AMY2B", + "DAZ4", + "BMP2KL", + "C10orf55", + "ACOD1", + "AQP1", + "C1QBP", + "ADAMTS1", + "AICDA", + "LILRA3", + "ARMCX5", + "ADARB1", + "ACOXL", + "C5", + "APMAP", + "AKIRIN2", + "C7orf57", + "ABCD2", + "ATF6B", + "CDYL", + "ADAM18", + "ACSS3", + "DRAXIN", + "ABCB9", + "ACBD5", + "TRIM42", + "BRWD1-AS2", + "BAIAP2", + "AGBL2", + "AGO2", + "CARD19", + "BIRC2", + "AFM", + "ACTBL2", + "ATP6V1G3", + "DEFB103A", + "ASB17", + "AGAP6", + "CGREF1", + "BCAM", + "ADGRL3", + "C1orf53", + "ARHGAP5", + "SNORD113-5", + "PAFAH1B3", + "ANO2", + "DAPL1", + "CLDN3", + "CCDC144A", + "FANCB", + "ACLY", + "ACTG1", + "LOC613038", + "ANXA2P1", + "CSNK1E", + "CRTAP", + "CCDC83", + "AGPAT4", + "ARRDC1-AS1", + "CCDC42", + "BNC2", + "HRG", + "AAR2", + "FBXL2", + "ACO1", + "CNTNAP1", + "IL1RAPL2", + "DUOXA1", + "COL5A3", + "COL13A1", + "ANKRD20A11P", + "C16orf78", + "BOC", + "CLTCL1", + "ADRA2A", + "C3AR1", + "CLIP3", + "ACTA1", + "CARNS1", + "ASAH1", + "AMMECR1", + "ANKRD11", + "ANKRD35", + "BCAS4", + "BST1", + "AGAP11", + "ADGRA3", + "FABP2", + "ALKBH7", + "ABCA9", + "AGO1", + "CDC14C", + "ARMCX3", + "CNTN4", + "ANAPC4", + "C8orf58", + "ANKUB1", + "ARSB", + "ALDH2", + "ABITRAM", + "CLDN23", + "BPY2", + "CBLL1", + "PBX3", + "TMEM52", + "CHRNB2", + "AMPD1", + "ADGRF1", + "APEH", + "ARHGEF7", + "ANK1", + "EXD1", + "CARMIL1", + "DTX1", + "FST", + "ABCC2", + "ACYP2", + "AKIRIN1", + "AGRN", + "ACR", + "CSMD2", + "COL15A1", + "CATSPERE", + "CPE", + "AGAP10P", + "IER5L", + "ASB18", + "ARL14", + "ADORA2B", + "EPS15L1", + "CHD1L", + "CACNG6", + "ABO", + "KCTD21", + "HPN", + "APOL6", + "CAD", + "CDKN1B", + "PKD1L1-AS1", + "BIRC8", + "CENPL", + "NLRP3", + "ANKRD2", + "CFAP53", + "CLN8", + "CFAP141", + "ANKRD20A2P", + "RASD2", + "BTBD16", + "CCNK", + "GDPD5", + "CNR2", + "RLBP1", + "IQUB", + "GINS2", + "CPNE9", + "ATE1", + "CCDC146", + "FRAS1", + "ABCA1", + "ABTB3", + "ANKRD40CL", + "FRK", + "BPIFB4", + "IFITM5", + "CRTC1", + "PADI3", + "AADAT", + "DUX4L8", + "ASPSCR1", + "AGBL1", + "E2F1", + "BEND4", + "ATN1", + "ACAP2", + "ACTC1", + "B3GNT7", + "CACNA1H", + "AGPS", + "NQO2", + "CLCN1", + "ARHGAP31", + "ANP32E", + "KIAA1217", + "A4GALT", + "DPEP1", + "ASPHD1", + "EDIL3", + "CTSL3P", + "INSM2", + "ATP6V1G2", + "ATP12A", + "AARS2", + "LOC647264", + "KCNH5", + "CCDC162P", + "C1orf105", + "ASIC1", + "ALYREF", + "CORO1B", + "ARL17A", + "A4GNT", + "ABCB6", + "MIR602", + "EFNB1", + "AVPR1A", + "LOC727980", + "MOCOS", + "ADAMTS7", + "ATP2B4", + "EGFL8", + "ADGRL1", + "BRD1", + "GLI4", + "ANKRD27", + "BBIP1", + "CEACAM18", + "ARL13B", + "BLK", + "ATP13A2", + "CRYBB3", + "C10orf53", + "C1S", + "ASNSD1", + "ATP6V1C2", + "ANXA8", + "DNAH5", + "AWAT2", + "CITED1", + "MIR302B", + "PRODH2", + "AKAP10", + "CERS4", + "CHPF2", + "AXIN1", + "ANP32A", + "DSCAML1", + "CBR1", + "ATP5PF", + "ATP6V1B1", + "ADAM17", + "CABIN1", + "CAPNS2", + "HSD11B1", + "NSMCE1", + "AGBL3", + "CSH1", + "ARMC8", + "CCL15", + "GCK", + "ISL2", + "DYNC2H1", + "CLBA1", + "KCNH3", + "CDRT4", + "CRLF1", + "CSPG4", + "L1CAM", + "ARPC5", + "ALPK3", + "ARID5B", + "CLCA4", + "AP3D1", + "AMER1", + "CLCNKA", + "ADRB3", + "CCHCR1", + "ADAMTS3", + "COL4A5", + "SNORD51", + "ASCC2", + "RBFA", + "MRGPRX1", + "ACADL", + "FAM90A16", + "HCRTR2", + "BZW1", + "FFAR4", + "CPLX1", + "ARF5", + "CPZ", + "CLDN6", + "CHRM5", + "ADRM1", + "ARHGAP9", + "ELOA3BP", + "BCL7B", + "BARHL2", + "C8orf74", + "RER1", + "LOC646804", + "ADCYAP1R1", + "ANXA10", + "EXOSC2", + "FAM120C", + "GPR83", + "ANLN", + "AQP6", + "CHSY1", + "ENPP6", + "BMPER", + "ALKAL1", + "CHKB", + "DEFB107B", + "ADGRG7", + "AP1M2", + "THOC6", + "ADIPOQ", + "CA6", + "ALKBH5", + "KRTAP23-1", + "BAGE", + "GABRB1", + "CATSPERD", + "APIP", + "APRT", + "ARNT2", + "BCO1", + "CELF6", + "ABCG1", + "AMH", + "FAM187B", + "ANKRD53", + "ALG10", + "FTCD", + "CCDC191", + "BOD1", + "CCNB2", + "CEP72", + "CDRT15P1", + "BAG3", + "ETV5", + "AKR1C6P", + "ANXA4", + "AKR1A1", + "TACC2", + "CMC2", + "DRD3", + "EPCIP", + "NUS1P3", + "CXADRP2", + "CLHC1", + "SPIRE2", + "CSF1", + "ATP2A1", + "BUD31", + "ATP5MF", + "ALDH1A3", + "BDKRB2", + "C2CD4A", + "ACSL3", + "HNF1B", + "LRP3", + "C17orf50", + "FIGLA", + "ASIC4", + "CELP", + "C20orf96", + "ALDH9A1", + "CCDC141", + "CLK2", + "ARHGAP8", + "C11orf98", + "LOC100130872", + "AZU1", + "KLK2", + "BBLN", + "CCDC71", + "CGB1", + "CD72", + "BAD", + "KIAA1210", + "ALKBH3", + "ARL5C", + "DLX6-AS1", + "AMBN", + "KRCC1", + "FAM90A20", + "CYP4Z2P", + "AFAP1", + "XKR7", + "CD19", + "PNKD", + "GEMIN4", + "AMFR", + "CCDC152", + "BCHE", + "TRPM4", + "CCR5", + "CD5L", + "CYP4Z1", + "SH2D1B", + "ATP5MK", + "CDH18", + "ANKRD16", + "CPT1A", + "ARHGAP12", + "RCN1", + "DRGX", + "ADAMTS5", + "TOP1MT", + "CCNB3", + "ARMC7", + "ADNP2", + "CNTF", + "ODAD3", + "CCT4", + "COG7", + "ALDH3A1", + "GRHL3", + "PPARA", + "ANKRD22", + "CCDC7", + "BDH1", + "AFG2B", + "FGFR2", + "H3C2", + "CCNQP1", + "ADH5P4", + "ENTR1", + "BRME1", + "CCK", + "BLCAP", + "DNAH14", + "CA5A", + "BAK1", + "BEND5", + "HLA-C", + "CDC42SE2", + "KIAA0319", + "ASB3", + "SNORD91B", + "APOB", + "CCIN", + "C1QL4", + "LOC100131496", + "ATP6V0A1", + "HDGF", + "ARR3", + "AGTR2", + "ACTL6A", + "ARRDC5", + "C19orf18", + "RAD54L", + "OR8H1", + "C19orf67", + "BARX2", + "CABP5", + "FKSG49", + "ASXL2", + "DBX2", + "CNNM1", + "FAAP24", + "ARFIP2", + "GRAMD1B", + "MIR524", + "ATP6V1E2", + "TBX6", + "APOC3", + "CCDC13", + "AGTPBP1", + "CHRNB1", + "ASIC5", + "AMER2", + "AKR7A2", + "DNAH17", + "WNT1", + "ANXA9", + "CHST1", + "ANXA2", + "OMD", + "EIF4ENIF1", + "ADCY2", + "FAM90A19", + "ASTL", + "MIR1915HG", + "BCKDK", + "BPHL", + "LIMA1", + "TMEM171", + "CDC42EP2", + "APOBEC4", + "APEX1", + "MTSS2", + "CRY2", + "ABCG4", + "KCNJ5", + "ARHGAP19", + "CLDN1", + "GPX3", + "MVK", + "CHAT", + "FAM120B", + "AMMECR1L", + "BMP1", + "LACC1", + "OR1A1", + "ERICH4", + "GLDC", + "C2CD6", + "C2orf15", + "BCS1L", + "CACNA1F", + "FAM210A", + "PKD2L2", + "LSS", + "GPR152", + "FAM87B", + "CPXM2", + "ARHGAP35", + "CDC40", + "CALML3", + "MYL10", + "LDLRAD3", + "ARMC3", + "IL22", + "CES5A", + "AMELY", + "HEBP1", + "C15orf39", + "ALG6", + "CASK", + "ARSJ", + "ADGB", + "NXF4", + "AKT1S1", + "MIR548Q", + "BMP3", + "HLA-DOB", + "CDH22", + "ATOSB", + "CLEC11A", + "BAZ2A", + "DNHD1", + "ADAM10", + "CSNK1A1L", + "CLEC12B", + "MIR620", + "DNAJB3", + "ANKRD62", + "CNTNAP2", + "WDR48", + "SUPT16H", + "BPI", + "LTC4S", + "AHSA2P", + "COL18A1-AS1", + "HCG27", + "KIF1B", + "EMID1", + "ACSS1", + "ZNF843", + "NAV3", + "GDF9", + "CENPM", + "MYL9", + "BHLHE23", + "BOP1", + "MIR629", + "DSCR9", + "B3GNT3", + "CDK5RAP1", + "LIN54", + "ZRANB3", + "FAM87A", + "AASDH", + "LOC729218", + "CTIF", + "CRCT1", + "CFAP298-TCP10L", + "BTNL9", + "ALDH3B1", + "HOXA11-AS", + "RBMY1E", + "LZTS1", + "BICD2", + "ADAMTS13", + "AXDND1", + "BTNL3", + "ASIC2", + "MAP1LC3C", + "FMN2", + "CISD3", + "RCN3", + "BRD3OS", + "CELA2A", + "OBSL1", + "CDCA2", + "MIR141", + "AK8", + "C11orf16", + "BAGE3", + "ANKRD20A1", + "KCNA1", + "ELFN1", + "INO80C", + "DIS3L", + "CD180", + "LINC00696", + "LCE4A", + "COX11", + "FILIP1", + "TPRXL", + "CSAG1", + "AMZ2", + "OR8G2P", + "TMSB15A", + "CHRNB4", + "IFNA5", + "APOH", + "C1QL2", + "ACAD11", + "PPIL6", + "CFAP157", + "LYSMD4", + "CD4", + "VXN", + "C1QA", + "GCC2", + "FOXF2", + "C3orf38", + "GIP", + "ANGPTL4", + "B3GNT5", + "ASCC1", + "DMWD", + "ARL17B", + "CLIP2", + "SVOP", + "CAMSAP2", + "DMP1", + "ANKRD20A18P", + "ACAT1", + "CXorf65", + "DRD1", + "ADAM15", + "CXCR3", + "EOLA1", + "SPACA5", + "ZNF607", + "ERCC6", + "DLX2", + "CDK9", + "FGFR4", + "ADGRG1", + "ARHGAP29", + "DNAI3", + "GAS1", + "C12orf76", + "AHCY", + "ALPG", + "EDDM3B", + "FSTL4", + "GJA4", + "ATP6V1H", + "EPHA2", + "DNAJC5B", + "BAZ1B", + "CHRDL1", + "CCL17", + "CEP76", + "ACTR3B", + "ADAT2", + "CAVIN4", + "AQP2", + "APOE", + "ASTN2", + "CYP4F11", + "DZIP3", + "BTG2", + "SFMBT2", + "RIN1", + "MIR494", + "ECE2", + "MUC15", + "ADHFE1", + "B4GALNT3", + "FICD", + "KCMF1", + "PBLD", + "COMMD4", + "DERPC", + "C1orf21", + "BABAM1", + "ATP1B1", + "EPHA1", + "ANKRD28", + "DGCR2", + "ANGPTL1", + "NPDC1", + "CSNK1A1P1", + "EEF1AKMT3", + "MAGI3", + "ACAD8", + "HOXD10", + "CD101", + "GCOM1", + "DEFB133", + "RIMBP3C", + "AOC3", + "RBMY1A1", + "CEMP1", + "BICDL2", + "CLPSL2", + "TACR1", + "CCDC144NL", + "ARRDC2", + "COX14", + "GNRHR2", + "ABHD17AP1", + "CHFR", + "TTTY6", + "CHI3L2", + "MIRLET7C", + "NRXN2", + "HDX", + "KANK1", + "TBPL2", + "ADGRB1", + "AKAP11", + "ALDOC", + "CDK6", + "ATP1A1-AS1", + "AP1G1", + "CREBL2", + "LOC100128993", + "NDUFV1", + "EGR4", + "MIR7-3", + "TRMU", + "CSPG5", + "ART5", + "CCT6B", + "B4GALNT4", + "FAM219A", + "NCK1", + "ATP10A", + "CLDN22", + "PRSS37", + "ZNF454", + "CLK2P1", + "CD300E", + "RRH", + "FUT11", + "C1orf146", + "MROH9", + "AGFG1", + "MIR455", + "DRC12", + "CLIC4", + "ACACA", + "AKT2", + "CDCP1", + "ABCA5", + "CRB1", + "KANSL2", + "ADD3", + "ADAM20", + "PBK", + "LINC02870", + "CABYR", + "AGAP9", + "BLOC1S2", + "PHLDB1", + "ARSK", + "CDK8", + "CDH16", + "CHIA", + "COQ4", + "C2orf78", + "ASZ1", + "KLK5", + "ALOX5", + "CLRN3", + "NR0B2", + "MAJIN", + "CENPU", + "REPS1", + "DOLPP1", + "ARL1", + "CCDC124", + "IRX5", + "OR4S2", + "ADCY7", + "ALDH1A1", + "MIR761", + "NR2F2", + "ADRA1B", + "IL19", + "LRTM1", + "BCKDHA", + "GAD2", + "DEFA6", + "CCL7", + "CEP135", + "MYOG", + "SPESP1", + "LOC100128655", + "CDKN2B", + "CEP63", + "NME2P1", + "PPM1J", + "CLASRP", + "SNORD113-9", + "BAG4", + "FBXO24", + "GATA1", + "DNAI1", + "LOC151760", + "MRO", + "DACT2", + "AGMO", + "COMP", + "ACTR1A", + "CCNF", + "APRG1", + "MPV17", + "COMMD7", + "ABHD16B", + "MS4A10", + "EGFL7", + "CELF2", + "C6orf118", + "NEURL2", + "BRINP3", + "FAM3A", + "CALB1", + "ULBP3", + "AKR1E2", + "LAMB2", + "CCDC85B", + "SH3RF3", + "RNF185", + "CCP110", + "GALP", + "CMTM3", + "PCDHGB8P", + "BRMS1", + "CFAP61", + "LOC100132154", + "EXOSC7", + "KRT81", + "CDKAL1", + "CES1", + "MAGEA12", + "CAPN14", + "STX5", + "PDE6H", + "ADAT1", + "H4C4", + "CCDC106", + "CLTC", + "BMPR2", + "DBT", + "COL6A3", + "ADAMTS20", + "AKAP17A", + "PAGE1", + "AMN1", + "HNRNPA3P1", + "CCN4", + "FLVCR1", + "CASC2", + "ATP2B2", + "ATL3", + "ALS2CL", + "MNT", + "AUNIP", + "CRISP3", + "EPHX3", + "AMOTL2", + "LACRT", + "CMTM4", + "DHRS3", + "CAPN3", + "CHRNB3", + "ERICH5", + "MRPL9", + "AP5Z1", + "ARHGEF10", + "C11orf40", + "DDX43", + "DPEP3", + "HOXD9", + "CFHR1", + "CC2D1B", + "ARHGEF17", + "FAM170B", + "CDK10", + "ABCC3", + "NMRAL1", + "RBP1", + "SAMD4A", + "CFAP144", + "KRT18P28", + "ARMCX1", + "ACSL6", + "DDX56", + "BTK", + "DCUN1D2", + "MRPL45", + "EZH1", + "B3GALT5-AS1", + "GMDS", + "COX11P1", + "GNG8", + "CCBE1", + "CHRND", + "CD164L2", + "TAS2R16", + "CEP126", + "AJM1", + "SYT17", + "LOC643576", + "CNTROB", + "DNAJC17", + "CMC4" + ], + "Coefficient": [ + 0.04716317068274046, + 0.03798600556094254, + 0.03295759098447008, + 0.031012118352025258, + 0.027390097252301574, + -0.027241765422842314, + 0.027024703965634965, + 0.027003795874317015, + -0.026246010375683113, + 0.02416723911092729, + 0.02406072575943841, + -0.024031399977111, + -0.02329009933970276, + -0.02313232933879085, + 0.022866856279980488, + 0.02280713920421955, + -0.02275312163617237, + 0.022708429686838935, + 0.022612633185686796, + 0.022536341119530602, + 0.022339853585445223, + -0.022092616876895642, + 0.021507294630795246, + 0.021251328655987122, + -0.02098591991788317, + -0.0203562447824968, + -0.020259687999206973, + -0.020245284266046555, + 0.020139932488177793, + 0.019783312492104854, + -0.019633701067317825, + -0.01951945207723794, + 0.01930263145093119, + -0.018656275709089985, + 0.018577960654287216, + -0.018466827830834098, + -0.01819253704441991, + -0.01813138955807409, + -0.018108843899400835, + -0.018084135728299026, + -0.017397587990289797, + -0.017064827462808917, + -0.016777029779220243, + 0.01666334958809912, + 0.01664619111261159, + 0.016441486435282836, + -0.016268706163280723, + 0.016163636191578, + -0.01588720858157294, + 0.015700294539884373, + -0.015630303973902863, + 0.015323653237555272, + 0.015318080385751097, + 0.015315307505508071, + -0.015283493820149666, + -0.015272115341783866, + 0.014920140169025774, + -0.014787798493170124, + -0.014072387744327678, + 0.01401949815838262, + 0.013719805612339788, + 0.013514909231449726, + -0.01349826750897643, + 0.013235340045730678, + -0.01320335568850885, + -0.013191956931121957, + -0.013077606726631509, + -0.012980570215852862, + 0.01273321785740658, + 0.012731855658482599, + -0.012705836959547042, + -0.01269815273655533, + 0.012690869440885136, + 0.012652903658568746, + -0.012598249280475168, + -0.012506897250127654, + -0.01239994510654844, + -0.012374041942142883, + -0.012077836541378279, + 0.011839233609916454, + 0.01173050183990631, + -0.011619105670797521, + 0.011611293880296792, + 0.01161055938072138, + 0.011481203830462996, + -0.011379369437115941, + 0.01137853002481063, + 0.011337470365742796, + 0.01127302552029271, + 0.011268351597951339, + 0.011121294554231814, + -0.010945199505580835, + 0.010939512566924178, + 0.01086478804130964, + 0.010684704943660918, + 0.010676906274558988, + -0.010437644603854988, + 0.010432781805313542, + -0.010417155244769718, + 0.01040804048196356, + -0.010373077327244561, + -0.01035077660108093, + 0.010347589322405358, + -0.010229764715080409, + -0.009969944925822467, + 0.009947702297454144, + -0.009926799237802025, + -0.009895704367820595, + 0.009863221495949542, + 0.00983230247581192, + 0.009669457248309875, + -0.009648093461938508, + -0.009566256406157705, + -0.00953356810480639, + 0.009524133429003233, + 0.009490083491761832, + -0.009477785219986963, + 0.009475667853285352, + 0.009451745474216735, + 0.00940666268468805, + -0.009301748635337045, + 0.009272148036178596, + -0.009240243656506384, + 0.009197089918363866, + 0.00907757251416279, + -0.00905204583751678, + -0.009028640852864483, + -0.008902342706858586, + 0.008862695244842208, + 0.00861959987690375, + 0.008587693088196487, + 0.00857542561921711, + 0.008547823494223956, + 0.00854235443064751, + 0.008505402343810335, + 0.008480823312866368, + -0.008455170221386372, + -0.00843696202342663, + -0.008423579098213911, + 0.008383083213177189, + 0.00826601174700215, + -0.008248178380910437, + -0.008216713333395183, + 0.00817262360686938, + -0.0080109887404809, + -0.00800391945807677, + -0.007995142781505416, + -0.00786429412778085, + -0.00785222342546722, + -0.007849061037425897, + 0.007816867692325997, + 0.007811962376054565, + 0.007768145115421113, + 0.007726031551623361, + -0.007704633549340339, + -0.007666389948421652, + -0.0075823878396964394, + 0.0075109311400475874, + -0.007435435425612725, + -0.007416613267880123, + -0.007296148777925076, + -0.007263945103405839, + 0.007245828756637179, + -0.007174216336593655, + 0.0071428340224297445, + -0.007071945113698606, + -0.007052516376347538, + -0.006996072768449664, + 0.006910051238343475, + -0.006720357480836515, + 0.006688050759767711, + 0.006602964997669981, + -0.006566933839544075, + 0.0065284082537860715, + 0.006494293047223893, + -0.006493589574443868, + 0.006443581649047059, + -0.006420180241450845, + 0.006386262532815117, + -0.006344535687341645, + 0.006329126621275387, + 0.0063059448615930425, + 0.006258681098879067, + -0.00624655014608607, + -0.00621829161505652, + 0.006202945708690789, + 0.0061421868345228805, + -0.006113685981225581, + 0.00611227497608576, + -0.0060850131852787865, + -0.006062965632612115, + 0.00602389854476672, + -0.005997154654041562, + 0.005986373124305155, + -0.0059426344655484475, + 0.005932569461249471, + 0.005922148570612241, + 0.005917068843865409, + 0.005914927196756431, + 0.005826040677251694, + 0.005804615270171149, + -0.005774134223754637, + -0.005768395081694212, + 0.00572688340194526, + -0.0056939638427983405, + 0.005678239568074151, + 0.005667996156652578, + -0.005640696042354738, + -0.005605990505794546, + 0.005600416423386609, + 0.0055354581406454415, + 0.005513868964787434, + 0.005504021050008639, + 0.0054739215798139, + -0.005443268676552312, + 0.005420890338910687, + 0.005382757334113148, + 0.00534402554598922, + 0.0053009827913728024, + -0.005279819846530971, + 0.005270445782690537, + -0.0052661678438076, + -0.005234704284983276, + 0.005234346049253799, + 0.005233890715484495, + -0.0052098738399082665, + -0.005148845924349266, + -0.0051482289635099016, + -0.005085339047723263, + 0.005080888958202415, + -0.00503061510354357, + -0.004993774137570288, + -0.0049587783642541135, + 0.0049544973833842475, + -0.004910887411079218, + -0.004897635768725802, + -0.0047967189265612315, + 0.004760616252875711, + 0.004757332173969191, + -0.0047520010442017235, + -0.004697092211724694, + -0.004653283509530262, + 0.004651807599571931, + -0.004630323774380288, + 0.0046190700484039756, + -0.004617656123128157, + -0.004589819807657327, + -0.004571956628712068, + -0.004545771995409555, + -0.004532449303285605, + -0.004510769050609729, + -0.004478979917033866, + -0.004459998530284209, + 0.00444572700348307, + -0.004444455586534021, + -0.004424588513965126, + -0.004403187532440911, + -0.0043886505845482935, + -0.004374350004709984, + -0.004367958916326867, + -0.0043434518410724226, + 0.004329202064205975, + -0.004326871237973192, + -0.004326391614978333, + -0.0042979119497663035, + 0.004282315781617308, + -0.004268047137271638, + -0.0042644705570582956, + -0.004262202619375658, + 0.004260488318772107, + 0.004189985166936338, + -0.004179808119612928, + -0.004171640734307811, + 0.004163730540374991, + -0.004159712547063677, + 0.0041347185673324795, + 0.004133102021210432, + 0.0041158474306233345, + 0.004089173985232259, + 0.004083562721927485, + 0.0040767904086898244, + -0.004051708679326928, + 0.004045448254512903, + 0.004042337711789211, + 0.004042191456672587, + -0.0040403449470744115, + 0.004031434099187425, + 0.004000997527144907, + -0.004000939193954712, + 0.003994757132968167, + -0.003990040929560454, + 0.0039746830995574115, + -0.003959295857168691, + -0.003956857122292976, + 0.003926836306570598, + -0.0038933637844193437, + 0.003886748408775153, + -0.003875110680258172, + -0.0038590993044638595, + -0.0038578712484760263, + -0.0038567737882623325, + -0.0038541176694108755, + -0.003847546060379161, + -0.003821267819156946, + -0.003801668101589885, + 0.0038009478444579973, + 0.003782069657314596, + -0.003775686012776714, + 0.00375845115627571, + 0.0037537900759439568, + 0.0037410560658943373, + 0.0037096742726165097, + -0.003679865302281035, + 0.0036758824609771723, + 0.0036550203499463607, + 0.003633070603960634, + -0.0036179118572930093, + 0.003617257998914104, + 0.0035938063380499346, + -0.0035934332736836275, + 0.003587106817165888, + -0.0035787444589341693, + 0.0035752612609365976, + -0.0035731907218253672, + 0.00353833277229985, + -0.003527689918700686, + 0.0035121800629904286, + 0.003505646747163068, + -0.003497406256833943, + -0.0034942406016814725, + -0.003490496016894317, + -0.0034902739027770483, + -0.0034839806488060703, + -0.003462242162117772, + 0.0034560132037873186, + -0.0034553103999611715, + -0.0034229184503913623, + -0.003416457360312832, + -0.00340456940807407, + -0.0033905556517835455, + -0.003384212639659685, + -0.0033822843574468184, + 0.0033375296425088735, + -0.0033272104104281504, + 0.003324888899427823, + 0.003324186071107606, + -0.00332235729967346, + 0.003318050716705536, + 0.0033008852291926956, + 0.0032751821618837215, + 0.003266314921579014, + -0.003265100477110036, + -0.003260032594712597, + 0.0032563917140090754, + -0.0032545169409233404, + -0.0032495255429117013, + -0.0032088116386011184, + -0.0032055327354291833, + 0.0031897126310689553, + 0.00317255981944999, + -0.0031704245447435526, + -0.003168130102783173, + -0.003140678027747082, + 0.0031256851149166413, + -0.003106273653183528, + -0.0031004602118937016, + 0.003079063754414874, + -0.003072132925004335, + -0.0030465735268731154, + 0.003029221003698354, + 0.003019769064603589, + 0.0030152874707692367, + -0.002994373450800263, + -0.0029813190547271595, + 0.0029733883543098896, + -0.0029404739185697293, + 0.0029024117769512006, + 0.002893096654370669, + -0.002888121456156285, + 0.0028802579889329253, + -0.0028763652671410468, + 0.002876288438946881, + 0.0028392886950597018, + -0.002835256334823437, + 0.002832260786898781, + -0.0028310189642926907, + 0.0028288492394154133, + 0.002807499422097604, + 0.0027947594831906146, + 0.002783194782440374, + 0.002782608275883467, + 0.002778893277373505, + 0.0027767819006778295, + -0.0027763595493651037, + -0.002774634109864935, + 0.002768019786829411, + -0.002748303339379641, + 0.0027353413682655306, + -0.002734602480261915, + 0.002722032014003744, + 0.0027198769694666463, + -0.00270687062216727, + 0.0027047693970353344, + -0.002680636567383626, + 0.0026799521037337275, + -0.0026792884227338394, + 0.0026289360751835687, + -0.0026249379919125104, + -0.0026195915472190436, + -0.002608646410469416, + 0.0026029025993225844, + -0.002595301980092372, + -0.002557810547998788, + -0.0025470365166060946, + 0.002542335701458952, + 0.0025374716807911005, + 0.002533110914573053, + -0.002532571882526077, + 0.002530906109906259, + 0.0025298020452542563, + 0.0025270262378261246, + 0.0025104746846766517, + 0.0024463377699735, + -0.0024299597157651245, + 0.002414377516493976, + 0.002372941006677775, + -0.0023706787327852654, + -0.0023619408557548826, + 0.002347675272200456, + 0.0023155555917301726, + 0.0023143066956616528, + -0.0023130701486480014, + -0.0023102853513193053, + 0.0023039055135736144, + 0.0022964666902642885, + 0.0022897841153104947, + -0.002289354489318938, + 0.0022805107718354505, + -0.0022720641190673956, + 0.0022715906833293844, + -0.0022671921283331288, + 0.002266347197601016, + -0.002262950803506235, + -0.0022602715681147335, + -0.0022435017963385673, + -0.002242636296634912, + -0.002238257049294615, + 0.0022185517052062402, + 0.0022183273787634065, + -0.002198053160149506, + 0.002190687896000129, + 0.002188884680667521, + 0.0021815041410713203, + 0.0021814570710421513, + 0.002174490615945249, + 0.002172511107472274, + -0.0021597303269719936, + 0.0021551942673824335, + -0.0021545228529145847, + 0.002144091059918504, + 0.0021264639885176678, + -0.0021120171526590316, + 0.002110077921662752, + 0.0020661907949658877, + 0.002051371156302007, + 0.0020476538935109774, + 0.0020432659279857593, + 0.002043180930109172, + 0.002038802438719077, + -0.002037705915790794, + 0.0020207544666199146, + -0.0020153813614170097, + -0.0020138943896250523, + -0.0020137378245435474, + 0.002008433712206709, + 0.0020070587965297527, + -0.0019984893471376593, + 0.001993515613253526, + -0.001991236805142188, + 0.0019876708801605074, + -0.001966506032013193, + -0.0019534888720807355, + 0.0019519976629357551, + 0.0019421474949981622, + 0.0019168115917550647, + 0.0019065417270874932, + 0.0018971680842590896, + -0.0018842649408741196, + 0.0018828640626788874, + 0.0018732036022877316, + -0.0018724896464594816, + -0.0018717552164977482, + 0.0018629175035758917, + -0.0018619563977453715, + 0.001858836017185941, + 0.0018538007368212885, + -0.001847647974588978, + 0.001833152341501582, + -0.0018297999349700148, + -0.0018264109773458417, + -0.0018187275194743488, + 0.0018124889746998286, + 0.0018113698780705162, + -0.001799573284145552, + 0.001796793966131143, + 0.0017951573547862613, + 0.0017911987441779124, + -0.0017899165935250808, + -0.0017882228683745434, + 0.0017808061268898639, + 0.0017758267439782008, + -0.001769133752703776, + 0.0017574696387779262, + -0.0017564045554428452, + -0.0017399474504294769, + 0.0017387305283415846, + -0.0017354061526286023, + -0.001734753006977538, + 0.0017333466475937204, + -0.0017295921731416363, + 0.0017149753918353629, + -0.001709326913202091, + -0.0017092200261518084, + 0.0016794077259139843, + 0.0016650798734312831, + -0.0016625560223095936, + -0.0016556700879132341, + 0.0016545199001209068, + 0.0016538396506786122, + 0.0016391225881850703, + -0.001638155859920705, + 0.0016310933132900358, + -0.001618497171008814, + -0.0016160960319731605, + 0.0016044393560431312, + 0.0016033051872514372, + -0.0016001012129455686, + -0.0015886006263053072, + 0.0015858305499797329, + -0.001577191936240091, + 0.001573254289252908, + 0.0015677554596401394, + 0.0015665964296591069, + -0.0015634551722273054, + 0.0015576474007515312, + -0.0015533364294869618, + 0.0015455465435703893, + 0.0015427192917058991, + -0.0015397440052587578, + -0.001537418672142978, + -0.0015349283391593081, + 0.0015205036830641062, + 0.0015172637944941753, + 0.0015116191304504426, + 0.0015051625548454881, + 0.0015031756549603362, + 0.0015000601549405106, + 0.001498575849173834, + 0.0014974710514553946, + -0.0014956162989080083, + 0.0014941389523720125, + -0.0014908049842105443, + 0.001483163427413554, + -0.0014693385972017854, + 0.0014689139777771013, + 0.0014648289639353964, + -0.0014606938647991844, + 0.0014496179179064458, + -0.0014487778546974658, + 0.00144150368140194, + 0.0014410364243718373, + -0.001440530880340233, + -0.0014399154663217284, + -0.0014329272021995922, + -0.0014241742389395778, + -0.0014217888791343348, + 0.001420496953647267, + -0.0014151023177119968, + -0.0014144301269143826, + 0.0014097522002848987, + -0.0014071263750059973, + 0.001404883696594959, + -0.0013978130739444013, + -0.0013956782513210122, + -0.001393890769568966, + -0.0013911624306363968, + -0.001388134908223882, + 0.0013843179588810541, + -0.0013793182813129352, + 0.0013737130071158651, + 0.0013686706544874412, + 0.0013592658737908556, + -0.0013558210085395878, + 0.0013509503635353982, + 0.0013428183127467074, + -0.0013173967026150972, + -0.0013156574588111915, + -0.0013108767001338163, + 0.0013082140921257862, + 0.001304243277028851, + 0.0013033704769817723, + -0.0012954189455459402, + 0.001288392992617137, + 0.001287180944126707, + -0.0012837524902067409, + -0.0012775481137527024, + -0.0012765375695127862, + -0.0012730694737064971, + 0.0012683884108241148, + -0.0012675372587049565, + -0.0012664816205369457, + 0.001265540761354061, + 0.0012495575010065998, + -0.001248970291296531, + -0.0012489430063101195, + 0.0012462076677034874, + 0.0012426531496757343, + 0.0012309685414281049, + -0.001229432442480293, + -0.0012142261789781104, + 0.001211377306265447, + -0.00120197057094073, + -0.001198032538709084, + -0.0011938791952281966, + -0.001190116945844239, + -0.0011865619009044461, + 0.001186067539562313, + -0.001182816492631106, + -0.0011824479463429908, + -0.0011818051953064645, + 0.0011795575700061828, + -0.00117713909937782, + 0.0011733170825932412, + -0.0011717717212973622, + -0.0011700737625923842, + -0.0011678143039515877, + 0.0011576921264479904, + 0.0011555461569904893, + -0.0011416625685958346, + -0.001134449307576802, + -0.0011261513158296404, + 0.001125737838714063, + 0.0011231596750000256, + 0.0011142142742559254, + -0.0011073501971355913, + 0.0011047401993339678, + 0.001102716598067741, + -0.0011012547877055463, + 0.0010949097299043048, + 0.001093658206992974, + -0.0010879764789330445, + -0.0010841407527839304, + -0.001078331211714689, + 0.0010739876213260164, + -0.001066857082652451, + 0.001066651261281741, + -0.0010611682177647749, + 0.0010591668338994172, + 0.0010563402745438156, + 0.0010546374184612582, + 0.001054184298789244, + -0.0010496638123150854, + 0.0010466115378661635, + -0.0010400380922092533, + 0.001038472064184786, + 0.0010275819171908455, + 0.0010247239488942938, + 0.0010197399353977597, + 0.0010179333793606693, + 0.001001407723620999, + 0.0010010170235558035, + -0.0009843554711980228, + -0.000979492904129586, + 0.0009757989931792368, + 0.0009662209870304312, + -0.0009631795142040915, + 0.0009608946971430265, + -0.0009580379944344363, + 0.0009555416435180293, + -0.0009514749167228302, + -0.0009303093386087005, + -0.0009291455285237781, + 0.0009289574571496075, + -0.0009267836569421741, + -0.0009106507173702079, + -0.0009095798952762169, + 0.0009021218406299788, + 0.0009009633953797166, + -0.000899583352591322, + -0.0008961367076180583, + -0.0008897112813813816, + -0.0008861391847456669, + -0.0008824177265343628, + -0.0008821588262700752, + -0.000874766991232958, + 0.0008723532069777035, + -0.0008720671289254752, + 0.0008704200301270387, + 0.0008590442204158114, + 0.0008553038866642132, + 0.0008526775507023863, + 0.0008507805938819097, + 0.0008437381618949265, + 0.0008339583688010702, + 0.0008329953448174682, + 0.0008329200788767227, + -0.0008314473130556145, + 0.0008304469587449121, + -0.0008289092809706636, + 0.0008274840154788476, + -0.0008264765005437201, + 0.0008239827493966801, + 0.0008199141724356241, + 0.0008182899661721494, + 0.0008172229496227314, + -0.0008105386126310134, + 0.0008102270404412239, + 0.0008096055076948772, + 0.0008093545477702624, + 0.0008015538167018478, + 0.0007984599132363146, + -0.0007976526368317779, + -0.0007892831008889134, + -0.0007881569869680365, + 0.0007843382287496265, + 0.0007833792416714855, + -0.0007819762752388712, + 0.0007809307760903541, + 0.0007742512923126041, + 0.0007738995232131155, + -0.0007722615108623658, + -0.0007675083831646441, + -0.00076610392394452, + 0.0007580549908999393, + -0.0007569451377928679, + 0.0007483520363370491, + 0.000737437111113362, + 0.0007363253582000637, + 0.0007358807379974836, + 0.0007325031879895353, + 0.0007283323657386618, + 0.0007239989167522341, + -0.0007186914973633943, + -0.0007179276679217058, + -0.0007154099262458279, + 0.0007127744310362428, + -0.0007100464386877689, + 0.0007072147967046444, + 0.0006985653032241001, + -0.0006979495419175545, + 0.0006956671675406776, + -0.000695546305809548, + 0.0006953024238883007, + 0.0006942975436147915, + 0.0006904539535942293, + -0.0006821741802300407, + -0.0006812484189551559, + -0.0006786571615303845, + -0.0006763240995485884, + -0.0006721268407309483, + 0.0006662097380233885, + 0.0006653275031021237, + 0.0006638840701581299, + 0.0006612941532869429, + 0.0006600546074966507, + 0.000659437413932371, + 0.0006569120963338152, + 0.00065676758523133, + 0.0006547698612334047, + -0.0006528037824949634, + 0.0006508895415728235, + -0.0006440386871697663, + -0.0006388756225738257, + -0.0006338123519311793, + 0.0006281360086215059, + 0.0006275665167861585, + 0.0006271557413650237, + 0.0006153011891036468, + -0.0006150344069852454, + 0.0006136209920262526, + 0.0006122291431664045, + -0.0006111504925549227, + 0.0006101916864272177, + -0.0006086577702836916, + -0.0006035070483618104, + -0.0005991783511815224, + 0.0005967952359080267, + 0.0005926335526715592, + -0.0005898874348564021, + -0.0005897960370197529, + -0.0005802323337534597, + 0.0005759068165602536, + 0.000575220348237113, + 0.0005726120447364175, + 0.0005703136709864477, + 0.0005673437158146441, + 0.0005665943012415298, + 0.0005650624104002063, + 0.0005649969142620549, + -0.0005627055880996569, + 0.0005597559333094773, + 0.0005597477624382565, + -0.0005594910325883214, + -0.0005591605827628396, + -0.0005572963834493197, + 0.0005519848496266869, + 0.0005492933273410379, + 0.0005377394927195324, + 0.0005371617917825847, + 0.0005350868754361511, + 0.0005309118341588279, + 0.0005290156282662804, + 0.0005237679940272499, + -0.0005227132027516481, + -0.000522347150226421, + 0.0005136637731801885, + -0.0005094060614999299, + 0.0005062463340358382, + 0.0005042258252810033, + -0.0005015762070613138, + -0.0005004428037020212, + -0.0004998102906873939, + 0.0004996409582153735, + -0.0004987474632811685, + -0.0004985100832659838, + 0.0004983476746204834, + 0.0004978892541541692, + -0.000494561297823379, + 0.0004928956753186261, + -0.0004920842461880689, + 0.0004916455124002853, + 0.0004910126173772197, + 0.0004838200168713495, + -0.00047374252248377454, + 0.0004700334694927757, + 0.0004699119760183852, + 0.0004685934001187378, + 0.00046164261386858233, + 0.0004596279293133765, + 0.00045936534421352226, + -0.00045773930357341763, + 0.00045519102547714077, + 0.00045506640075351225, + -0.00045276605809713665, + -0.0004480912844033443, + 0.00044797352260877093, + -0.0004466649156474942, + -0.000446216729219114, + 0.00044224789991919005, + -0.00044035677669771394, + 0.0004392091000333728, + 0.0004380677804625616, + -0.00043592371290941787, + -0.00042971518026198806, + 0.0004265310474842633, + -0.0004229575158909027, + -0.00041875391667711985, + -0.00041584701704891323, + -0.00041444676053783107, + -0.0004141479212109603, + 0.00041256117578367807, + 0.0004110919377604849, + -0.0004063726720008674, + 0.0004051705799688589, + 0.00040314011319195214, + -0.00040266597681119353, + 0.00039929608669393853, + -0.000395763306133775, + 0.0003954425346819775, + 0.0003943156238248097, + -0.000391823300676463, + 0.00039166528116557284, + 0.0003894052511640674, + -0.00038413080467605473, + 0.00038367537370894144, + 0.0003833845914416734, + 0.0003807114443793154, + 0.0003794442841205797, + 0.0003781885219187437, + 0.00037653992537405506, + 0.00037574576071520586, + -0.0003708683987646981, + -0.00036978821120911906, + -0.0003615970906300728, + -0.0003613825598356837, + 0.00036034583572181687, + -0.0003587564328130447, + 0.0003558138228195799, + 0.0003542157582852825, + 0.0003521901070285554, + -0.00034719371668144036, + 0.000343290576845541, + -0.00034254079235435277, + -0.0003420739151916684, + -0.0003362048870093067, + 0.00033566345274335695, + 0.00033530659532867053, + 0.00033105161769563847, + -0.00032930319827587144, + 0.0003290113360883772, + 0.0003289869717622141, + -0.0003289037185909739, + 0.000328646176578594, + -0.00032337312278371566, + 0.00032101337476104786, + 0.00031684715451034157, + -0.0003151506890409908, + 0.0003146462660490995, + 0.0003117471097414828, + -0.00030630879865376946, + 0.0003026873245336856, + 0.0003022585887257478, + -0.00030134513867761974, + 0.0003003202103028685, + -0.00029968472534659056, + 0.0002990744439016012, + -0.00029806021436021215, + -0.0002969868261471102, + -0.0002961158894383773, + 0.00029572612185244286, + 0.00029326865374479946, + 0.0002913717826438207, + -0.00028767614530239035, + -0.00028732576877191007, + -0.00028453203705194245, + 0.0002779158305812152, + 0.000275478574554458, + -0.0002733572278179978, + 0.0002729185416287076, + 0.00027280661137093744, + 0.0002712724380862376, + 0.00027054074478563827, + 0.00026690529407236716, + -0.00026565589617514175, + 0.0002620715829455994, + 0.0002581810570993615, + -0.00025722627043570545, + -0.0002556192302141828, + 0.00025550104671853566, + -0.00025532226204745746, + 0.0002457344737359738, + 0.00024326380949552876, + -0.0002426720553186585, + -0.00024214681150300308, + -0.00024127073998597156, + -0.0002370839314286591, + -0.00023696490286032748, + 0.00023588927791228154, + 0.00023361936815281042, + -0.0002335982092145946, + 0.00023088830780931477, + -0.00022842180271883747, + 0.00022803410295490597, + 0.00022778980753523497, + -0.00022625669561867175, + 0.00022395503167962785, + -0.0002235827178961857, + 0.0002222549126510836, + 0.0002207283845758352, + 0.00021725601510693253, + -0.00021506965998060085, + 0.00021463930449152027, + -0.00021325468327292174, + 0.00021302034222863398, + -0.0002122488904145797, + 0.00021202659593399592, + -0.0002114794173557416, + -0.00020828437784785794, + 0.0002047104858787904, + 0.00020458967032031938, + 0.00020443022531591823, + -0.00020385695021684136, + 0.000202993096131502, + -0.0002025896919245679, + -0.00020256997446551484, + -0.0001990259704697626, + -0.0001968326532516639, + 0.00019204604557837988, + -0.00019189520911484968, + -0.0001917785794132448, + 0.00019161932263475056, + -0.00018462300694949122, + -0.0001845793925295438, + 0.0001837920591263882, + 0.0001783503010471345, + 0.00017705588097530992, + -0.0001752811937506022, + 0.0001746045087711175, + 0.00017176586849546721, + -0.00017086718762742282, + -0.000169098202542887, + 0.00016896023539991889, + 0.0001685588584721597, + -0.00016845963210768735, + 0.00016838131501135454, + 0.00016732286309514233, + -0.0001669728804043346, + 0.00016558508518476595, + 0.00016407979882106837, + -0.0001636471658304285, + 0.0001603771247434442, + -0.00016020993036728682, + -0.00015986481161213878, + -0.00015969921318681796, + -0.00015949613075684835, + -0.00015784439447040475, + 0.00015778221622474932, + 0.00015742812895987507, + -0.00015711327843518893, + 0.000156823516843174, + 0.00015599156279797228, + -0.00015572654072263308, + -0.000153094832106503, + -0.00015069881212011177, + -0.00015044101399647067, + -0.00014901558136154537, + 0.00014597299443692212, + -0.00014349753650605779, + -0.0001425469982756316, + 0.0001408846074921621, + 0.00013879653381391235, + 0.00013865109591381094, + -0.00013818733956580856, + -0.00013799406369563168, + 0.00013697890970258063, + -0.00013599443119333203, + -0.00013572599851827233, + 0.00013428984220129216, + 0.00013343192383045792, + 0.0001331794070183448, + 0.00013291725708738063, + 0.00013225421855075803, + 0.00013067085217297088, + -0.00013013171501749372, + 0.0001298265661739457, + -0.00012952171305594576, + 0.00012804007970794792, + 0.00012621422115553454, + 0.0001243885822608982, + -0.00012403851479590142, + 0.00012376055123129292, + -0.00012331095619839985, + -0.00012096363097041987, + 0.00012040513272106006, + -0.00012026669288536558, + 0.00011987109739999943, + 0.00011961495767897723, + -0.00011855493637016073, + -0.00011800239227614317, + -0.00011518760065030795, + -0.00011466118857028048, + -0.0001129911684315125, + -0.00011298219827460035, + 0.00011072934002336758, + -0.00010855225698554019, + -0.00010775236086974123, + -0.00010718374890665042, + 0.0001051833441690402, + 0.00010429909843864925, + -0.00010392920794408675, + 0.00010174092354727933, + -0.0001006484906347522, + -0.0001005184706656347, + 9.861101097968517e-05, + 9.757570548615626e-05, + 9.697134803460805e-05, + 9.678041057952005e-05, + 9.647358327135725e-05, + 9.566885521268518e-05, + -9.542231620680143e-05, + -9.533283204681503e-05, + 9.248299284418245e-05, + 9.1830236437744e-05, + -8.911836853000257e-05, + -8.866760226102118e-05, + -8.768691262903245e-05, + -8.704896662483729e-05, + 8.553240972955208e-05, + 8.448476076436409e-05, + 8.412469271726477e-05, + 8.358911597828213e-05, + -8.275354064844523e-05, + 8.269459083288669e-05, + 8.196304297618773e-05, + 8.147108862750608e-05, + -8.127368320906687e-05, + 8.101795726226867e-05, + 8.08804324488881e-05, + 8.012666516386081e-05, + 7.979286363497686e-05, + 7.815821286658977e-05, + 7.76435066466925e-05, + -7.715656643476847e-05, + -7.578412080297323e-05, + -7.516392637287134e-05, + 7.489759252051224e-05, + -7.405239021713012e-05, + 7.271399097576643e-05, + 7.223542282142554e-05, + -7.186609443261676e-05, + 7.10222274240868e-05, + 7.088064289177893e-05, + 6.988804458796162e-05, + -6.984019355717788e-05, + 6.963898335095214e-05, + -6.906717048620703e-05, + 6.726007984510902e-05, + 6.721403056687566e-05, + -6.573205071267892e-05, + 6.562579593388496e-05, + 6.518662376496285e-05, + -6.442477900793697e-05, + -6.422370743257052e-05, + 6.398601423266077e-05, + 6.322365071455673e-05, + -6.312169898547304e-05, + -6.292189531381587e-05, + -6.214870198490924e-05, + 6.15092402943943e-05, + 6.085024882590989e-05, + 6.0783038271939475e-05, + 5.622582432360247e-05, + -5.5933217393962e-05, + 5.455612053343938e-05, + -5.4549395485377976e-05, + -5.449718327593372e-05, + -5.443058545739894e-05, + -5.412644776034832e-05, + -5.385168080652875e-05, + 5.2339621388887e-05, + 5.221185991406034e-05, + 5.181426746236401e-05, + 5.137229160498092e-05, + 4.894499619715608e-05, + -4.847831837325267e-05, + -4.829263212186869e-05, + 4.784539076096571e-05, + 4.7288626348056095e-05, + -4.636895325083346e-05, + -4.6085983773009375e-05, + 4.568268719650183e-05, + -4.5650973249270846e-05, + -4.507264097967978e-05, + 4.4152882054377035e-05, + 4.4008567027396834e-05, + 4.373452582211527e-05, + -4.371158722082093e-05, + 4.360032878869475e-05, + 4.340679125988268e-05, + 4.3029067007082626e-05, + -4.2880606348578094e-05, + 4.154909730124261e-05, + 4.099455828897965e-05, + -4.078939305141928e-05, + -4.007848922956414e-05, + -3.953475812368383e-05, + -3.8987510566178296e-05, + 3.888302025525827e-05, + -3.810889029585548e-05, + 3.784538698109455e-05, + 3.7632128882568986e-05, + 3.758428885252576e-05, + 3.655226341081563e-05, + -3.553418316990142e-05, + -3.5084063757490035e-05, + -3.4964689569079964e-05, + 3.359429430379707e-05, + 3.334521215482196e-05, + 3.227110187539282e-05, + 3.177171396107923e-05, + -3.119316219836275e-05, + 3.09905748420418e-05, + 3.0348736660137768e-05, + 2.913271064343988e-05, + -2.8240916772883757e-05, + -2.814580245561083e-05, + 2.7671593082663736e-05, + -2.6785428783140425e-05, + 2.6396098513850986e-05, + 2.617722272553961e-05, + 2.4702934361643414e-05, + -2.40605097249403e-05, + 2.3970668234571948e-05, + 2.3938739890667844e-05, + 2.3794907753148914e-05, + 2.2779960874531814e-05, + -2.1483311550667196e-05, + 2.0860623771976698e-05, + -1.8953209299163873e-05, + 1.8518777425969437e-05, + 1.806548386566276e-05, + 1.77615148510298e-05, + -1.7142703947670652e-05, + 1.7017719593971148e-05, + 1.6967666481540467e-05, + 1.6953945958693686e-05, + -1.6885171043765938e-05, + -1.6557240186616636e-05, + 1.6302293868640767e-05, + 1.575697119095056e-05, + 1.5521312092517847e-05, + -1.4284457751954288e-05, + -1.4251003403195321e-05, + -1.3482916175582887e-05, + 1.277845514901096e-05, + -1.25175585958744e-05, + -1.2430017617195036e-05, + -1.2360455132124023e-05, + 1.1594139832618408e-05, + -1.1487745419816957e-05, + -1.134375400296338e-05, + -1.1122176188457681e-05, + 1.1098320617815306e-05, + -1.0889797614668732e-05, + 1.0889740300000792e-05, + -1.060388258293859e-05, + 1.0357415400825743e-05, + -1.0340246848469873e-05, + -9.862643479320438e-06, + -9.172867287796613e-06, + -9.071910702238275e-06, + 8.836373881482697e-06, + -8.802610959544639e-06, + 8.731484318321135e-06, + 8.708001591395859e-06, + -8.275273321640597e-06, + 7.809288832381953e-06, + 7.64342958095205e-06, + -7.050102828786844e-06, + 6.914224187342299e-06, + 6.799796510509793e-06, + -6.7842985217379245e-06, + 6.585636623869384e-06, + 6.5487744757137105e-06, + -6.080651760424961e-06, + 5.851241653994829e-06, + -5.838614275216462e-06, + 5.70358066496285e-06, + -5.2229990002788665e-06, + 5.0037527785882905e-06, + 4.979728736552831e-06, + 4.658983209951627e-06, + 4.0638816503135075e-06, + -3.915696867199547e-06, + 3.5673469018781185e-06, + -3.2484598517042864e-06, + 3.2198885229480903e-06, + 3.1447712628666478e-06, + 3.0606419017929586e-06, + -2.9934679413563127e-06, + -2.921736332874881e-06, + -2.780289170884784e-06, + -2.273044682573474e-06, + 2.272133724721042e-06, + 1.951187533905557e-06, + 1.8429728870137264e-06, + 1.5505017273687618e-06, + -1.356169248853132e-06, + -1.3188007452763234e-06, + 1.3013099560187783e-06, + -1.293114055661607e-06, + -1.224628427405547e-06, + -9.467569940326577e-07, + -9.449304169712048e-07, + -8.279867831783335e-07, + -8.205776548266746e-07, + 6.166519106507448e-07, + -4.636631203599886e-07, + 4.124371610112102e-07, + 3.2800760218223397e-07, + 2.9389851459998717e-07, + -2.8500082822010454e-07, + 2.7356488780510086e-07, + 2.216960193608691e-07, + 2.9146434716516414e-08 + ], + "Absolute Coefficient": [ + 0.04716317068274046, + 0.03798600556094254, + 0.03295759098447008, + 0.031012118352025258, + 0.027390097252301574, + 0.027241765422842314, + 0.027024703965634965, + 0.027003795874317015, + 0.026246010375683113, + 0.02416723911092729, + 0.02406072575943841, + 0.024031399977111, + 0.02329009933970276, + 0.02313232933879085, + 0.022866856279980488, + 0.02280713920421955, + 0.02275312163617237, + 0.022708429686838935, + 0.022612633185686796, + 0.022536341119530602, + 0.022339853585445223, + 0.022092616876895642, + 0.021507294630795246, + 0.021251328655987122, + 0.02098591991788317, + 0.0203562447824968, + 0.020259687999206973, + 0.020245284266046555, + 0.020139932488177793, + 0.019783312492104854, + 0.019633701067317825, + 0.01951945207723794, + 0.01930263145093119, + 0.018656275709089985, + 0.018577960654287216, + 0.018466827830834098, + 0.01819253704441991, + 0.01813138955807409, + 0.018108843899400835, + 0.018084135728299026, + 0.017397587990289797, + 0.017064827462808917, + 0.016777029779220243, + 0.01666334958809912, + 0.01664619111261159, + 0.016441486435282836, + 0.016268706163280723, + 0.016163636191578, + 0.01588720858157294, + 0.015700294539884373, + 0.015630303973902863, + 0.015323653237555272, + 0.015318080385751097, + 0.015315307505508071, + 0.015283493820149666, + 0.015272115341783866, + 0.014920140169025774, + 0.014787798493170124, + 0.014072387744327678, + 0.01401949815838262, + 0.013719805612339788, + 0.013514909231449726, + 0.01349826750897643, + 0.013235340045730678, + 0.01320335568850885, + 0.013191956931121957, + 0.013077606726631509, + 0.012980570215852862, + 0.01273321785740658, + 0.012731855658482599, + 0.012705836959547042, + 0.01269815273655533, + 0.012690869440885136, + 0.012652903658568746, + 0.012598249280475168, + 0.012506897250127654, + 0.01239994510654844, + 0.012374041942142883, + 0.012077836541378279, + 0.011839233609916454, + 0.01173050183990631, + 0.011619105670797521, + 0.011611293880296792, + 0.01161055938072138, + 0.011481203830462996, + 0.011379369437115941, + 0.01137853002481063, + 0.011337470365742796, + 0.01127302552029271, + 0.011268351597951339, + 0.011121294554231814, + 0.010945199505580835, + 0.010939512566924178, + 0.01086478804130964, + 0.010684704943660918, + 0.010676906274558988, + 0.010437644603854988, + 0.010432781805313542, + 0.010417155244769718, + 0.01040804048196356, + 0.010373077327244561, + 0.01035077660108093, + 0.010347589322405358, + 0.010229764715080409, + 0.009969944925822467, + 0.009947702297454144, + 0.009926799237802025, + 0.009895704367820595, + 0.009863221495949542, + 0.00983230247581192, + 0.009669457248309875, + 0.009648093461938508, + 0.009566256406157705, + 0.00953356810480639, + 0.009524133429003233, + 0.009490083491761832, + 0.009477785219986963, + 0.009475667853285352, + 0.009451745474216735, + 0.00940666268468805, + 0.009301748635337045, + 0.009272148036178596, + 0.009240243656506384, + 0.009197089918363866, + 0.00907757251416279, + 0.00905204583751678, + 0.009028640852864483, + 0.008902342706858586, + 0.008862695244842208, + 0.00861959987690375, + 0.008587693088196487, + 0.00857542561921711, + 0.008547823494223956, + 0.00854235443064751, + 0.008505402343810335, + 0.008480823312866368, + 0.008455170221386372, + 0.00843696202342663, + 0.008423579098213911, + 0.008383083213177189, + 0.00826601174700215, + 0.008248178380910437, + 0.008216713333395183, + 0.00817262360686938, + 0.0080109887404809, + 0.00800391945807677, + 0.007995142781505416, + 0.00786429412778085, + 0.00785222342546722, + 0.007849061037425897, + 0.007816867692325997, + 0.007811962376054565, + 0.007768145115421113, + 0.007726031551623361, + 0.007704633549340339, + 0.007666389948421652, + 0.0075823878396964394, + 0.0075109311400475874, + 0.007435435425612725, + 0.007416613267880123, + 0.007296148777925076, + 0.007263945103405839, + 0.007245828756637179, + 0.007174216336593655, + 0.0071428340224297445, + 0.007071945113698606, + 0.007052516376347538, + 0.006996072768449664, + 0.006910051238343475, + 0.006720357480836515, + 0.006688050759767711, + 0.006602964997669981, + 0.006566933839544075, + 0.0065284082537860715, + 0.006494293047223893, + 0.006493589574443868, + 0.006443581649047059, + 0.006420180241450845, + 0.006386262532815117, + 0.006344535687341645, + 0.006329126621275387, + 0.0063059448615930425, + 0.006258681098879067, + 0.00624655014608607, + 0.00621829161505652, + 0.006202945708690789, + 0.0061421868345228805, + 0.006113685981225581, + 0.00611227497608576, + 0.0060850131852787865, + 0.006062965632612115, + 0.00602389854476672, + 0.005997154654041562, + 0.005986373124305155, + 0.0059426344655484475, + 0.005932569461249471, + 0.005922148570612241, + 0.005917068843865409, + 0.005914927196756431, + 0.005826040677251694, + 0.005804615270171149, + 0.005774134223754637, + 0.005768395081694212, + 0.00572688340194526, + 0.0056939638427983405, + 0.005678239568074151, + 0.005667996156652578, + 0.005640696042354738, + 0.005605990505794546, + 0.005600416423386609, + 0.0055354581406454415, + 0.005513868964787434, + 0.005504021050008639, + 0.0054739215798139, + 0.005443268676552312, + 0.005420890338910687, + 0.005382757334113148, + 0.00534402554598922, + 0.0053009827913728024, + 0.005279819846530971, + 0.005270445782690537, + 0.0052661678438076, + 0.005234704284983276, + 0.005234346049253799, + 0.005233890715484495, + 0.0052098738399082665, + 0.005148845924349266, + 0.0051482289635099016, + 0.005085339047723263, + 0.005080888958202415, + 0.00503061510354357, + 0.004993774137570288, + 0.0049587783642541135, + 0.0049544973833842475, + 0.004910887411079218, + 0.004897635768725802, + 0.0047967189265612315, + 0.004760616252875711, + 0.004757332173969191, + 0.0047520010442017235, + 0.004697092211724694, + 0.004653283509530262, + 0.004651807599571931, + 0.004630323774380288, + 0.0046190700484039756, + 0.004617656123128157, + 0.004589819807657327, + 0.004571956628712068, + 0.004545771995409555, + 0.004532449303285605, + 0.004510769050609729, + 0.004478979917033866, + 0.004459998530284209, + 0.00444572700348307, + 0.004444455586534021, + 0.004424588513965126, + 0.004403187532440911, + 0.0043886505845482935, + 0.004374350004709984, + 0.004367958916326867, + 0.0043434518410724226, + 0.004329202064205975, + 0.004326871237973192, + 0.004326391614978333, + 0.0042979119497663035, + 0.004282315781617308, + 0.004268047137271638, + 0.0042644705570582956, + 0.004262202619375658, + 0.004260488318772107, + 0.004189985166936338, + 0.004179808119612928, + 0.004171640734307811, + 0.004163730540374991, + 0.004159712547063677, + 0.0041347185673324795, + 0.004133102021210432, + 0.0041158474306233345, + 0.004089173985232259, + 0.004083562721927485, + 0.0040767904086898244, + 0.004051708679326928, + 0.004045448254512903, + 0.004042337711789211, + 0.004042191456672587, + 0.0040403449470744115, + 0.004031434099187425, + 0.004000997527144907, + 0.004000939193954712, + 0.003994757132968167, + 0.003990040929560454, + 0.0039746830995574115, + 0.003959295857168691, + 0.003956857122292976, + 0.003926836306570598, + 0.0038933637844193437, + 0.003886748408775153, + 0.003875110680258172, + 0.0038590993044638595, + 0.0038578712484760263, + 0.0038567737882623325, + 0.0038541176694108755, + 0.003847546060379161, + 0.003821267819156946, + 0.003801668101589885, + 0.0038009478444579973, + 0.003782069657314596, + 0.003775686012776714, + 0.00375845115627571, + 0.0037537900759439568, + 0.0037410560658943373, + 0.0037096742726165097, + 0.003679865302281035, + 0.0036758824609771723, + 0.0036550203499463607, + 0.003633070603960634, + 0.0036179118572930093, + 0.003617257998914104, + 0.0035938063380499346, + 0.0035934332736836275, + 0.003587106817165888, + 0.0035787444589341693, + 0.0035752612609365976, + 0.0035731907218253672, + 0.00353833277229985, + 0.003527689918700686, + 0.0035121800629904286, + 0.003505646747163068, + 0.003497406256833943, + 0.0034942406016814725, + 0.003490496016894317, + 0.0034902739027770483, + 0.0034839806488060703, + 0.003462242162117772, + 0.0034560132037873186, + 0.0034553103999611715, + 0.0034229184503913623, + 0.003416457360312832, + 0.00340456940807407, + 0.0033905556517835455, + 0.003384212639659685, + 0.0033822843574468184, + 0.0033375296425088735, + 0.0033272104104281504, + 0.003324888899427823, + 0.003324186071107606, + 0.00332235729967346, + 0.003318050716705536, + 0.0033008852291926956, + 0.0032751821618837215, + 0.003266314921579014, + 0.003265100477110036, + 0.003260032594712597, + 0.0032563917140090754, + 0.0032545169409233404, + 0.0032495255429117013, + 0.0032088116386011184, + 0.0032055327354291833, + 0.0031897126310689553, + 0.00317255981944999, + 0.0031704245447435526, + 0.003168130102783173, + 0.003140678027747082, + 0.0031256851149166413, + 0.003106273653183528, + 0.0031004602118937016, + 0.003079063754414874, + 0.003072132925004335, + 0.0030465735268731154, + 0.003029221003698354, + 0.003019769064603589, + 0.0030152874707692367, + 0.002994373450800263, + 0.0029813190547271595, + 0.0029733883543098896, + 0.0029404739185697293, + 0.0029024117769512006, + 0.002893096654370669, + 0.002888121456156285, + 0.0028802579889329253, + 0.0028763652671410468, + 0.002876288438946881, + 0.0028392886950597018, + 0.002835256334823437, + 0.002832260786898781, + 0.0028310189642926907, + 0.0028288492394154133, + 0.002807499422097604, + 0.0027947594831906146, + 0.002783194782440374, + 0.002782608275883467, + 0.002778893277373505, + 0.0027767819006778295, + 0.0027763595493651037, + 0.002774634109864935, + 0.002768019786829411, + 0.002748303339379641, + 0.0027353413682655306, + 0.002734602480261915, + 0.002722032014003744, + 0.0027198769694666463, + 0.00270687062216727, + 0.0027047693970353344, + 0.002680636567383626, + 0.0026799521037337275, + 0.0026792884227338394, + 0.0026289360751835687, + 0.0026249379919125104, + 0.0026195915472190436, + 0.002608646410469416, + 0.0026029025993225844, + 0.002595301980092372, + 0.002557810547998788, + 0.0025470365166060946, + 0.002542335701458952, + 0.0025374716807911005, + 0.002533110914573053, + 0.002532571882526077, + 0.002530906109906259, + 0.0025298020452542563, + 0.0025270262378261246, + 0.0025104746846766517, + 0.0024463377699735, + 0.0024299597157651245, + 0.002414377516493976, + 0.002372941006677775, + 0.0023706787327852654, + 0.0023619408557548826, + 0.002347675272200456, + 0.0023155555917301726, + 0.0023143066956616528, + 0.0023130701486480014, + 0.0023102853513193053, + 0.0023039055135736144, + 0.0022964666902642885, + 0.0022897841153104947, + 0.002289354489318938, + 0.0022805107718354505, + 0.0022720641190673956, + 0.0022715906833293844, + 0.0022671921283331288, + 0.002266347197601016, + 0.002262950803506235, + 0.0022602715681147335, + 0.0022435017963385673, + 0.002242636296634912, + 0.002238257049294615, + 0.0022185517052062402, + 0.0022183273787634065, + 0.002198053160149506, + 0.002190687896000129, + 0.002188884680667521, + 0.0021815041410713203, + 0.0021814570710421513, + 0.002174490615945249, + 0.002172511107472274, + 0.0021597303269719936, + 0.0021551942673824335, + 0.0021545228529145847, + 0.002144091059918504, + 0.0021264639885176678, + 0.0021120171526590316, + 0.002110077921662752, + 0.0020661907949658877, + 0.002051371156302007, + 0.0020476538935109774, + 0.0020432659279857593, + 0.002043180930109172, + 0.002038802438719077, + 0.002037705915790794, + 0.0020207544666199146, + 0.0020153813614170097, + 0.0020138943896250523, + 0.0020137378245435474, + 0.002008433712206709, + 0.0020070587965297527, + 0.0019984893471376593, + 0.001993515613253526, + 0.001991236805142188, + 0.0019876708801605074, + 0.001966506032013193, + 0.0019534888720807355, + 0.0019519976629357551, + 0.0019421474949981622, + 0.0019168115917550647, + 0.0019065417270874932, + 0.0018971680842590896, + 0.0018842649408741196, + 0.0018828640626788874, + 0.0018732036022877316, + 0.0018724896464594816, + 0.0018717552164977482, + 0.0018629175035758917, + 0.0018619563977453715, + 0.001858836017185941, + 0.0018538007368212885, + 0.001847647974588978, + 0.001833152341501582, + 0.0018297999349700148, + 0.0018264109773458417, + 0.0018187275194743488, + 0.0018124889746998286, + 0.0018113698780705162, + 0.001799573284145552, + 0.001796793966131143, + 0.0017951573547862613, + 0.0017911987441779124, + 0.0017899165935250808, + 0.0017882228683745434, + 0.0017808061268898639, + 0.0017758267439782008, + 0.001769133752703776, + 0.0017574696387779262, + 0.0017564045554428452, + 0.0017399474504294769, + 0.0017387305283415846, + 0.0017354061526286023, + 0.001734753006977538, + 0.0017333466475937204, + 0.0017295921731416363, + 0.0017149753918353629, + 0.001709326913202091, + 0.0017092200261518084, + 0.0016794077259139843, + 0.0016650798734312831, + 0.0016625560223095936, + 0.0016556700879132341, + 0.0016545199001209068, + 0.0016538396506786122, + 0.0016391225881850703, + 0.001638155859920705, + 0.0016310933132900358, + 0.001618497171008814, + 0.0016160960319731605, + 0.0016044393560431312, + 0.0016033051872514372, + 0.0016001012129455686, + 0.0015886006263053072, + 0.0015858305499797329, + 0.001577191936240091, + 0.001573254289252908, + 0.0015677554596401394, + 0.0015665964296591069, + 0.0015634551722273054, + 0.0015576474007515312, + 0.0015533364294869618, + 0.0015455465435703893, + 0.0015427192917058991, + 0.0015397440052587578, + 0.001537418672142978, + 0.0015349283391593081, + 0.0015205036830641062, + 0.0015172637944941753, + 0.0015116191304504426, + 0.0015051625548454881, + 0.0015031756549603362, + 0.0015000601549405106, + 0.001498575849173834, + 0.0014974710514553946, + 0.0014956162989080083, + 0.0014941389523720125, + 0.0014908049842105443, + 0.001483163427413554, + 0.0014693385972017854, + 0.0014689139777771013, + 0.0014648289639353964, + 0.0014606938647991844, + 0.0014496179179064458, + 0.0014487778546974658, + 0.00144150368140194, + 0.0014410364243718373, + 0.001440530880340233, + 0.0014399154663217284, + 0.0014329272021995922, + 0.0014241742389395778, + 0.0014217888791343348, + 0.001420496953647267, + 0.0014151023177119968, + 0.0014144301269143826, + 0.0014097522002848987, + 0.0014071263750059973, + 0.001404883696594959, + 0.0013978130739444013, + 0.0013956782513210122, + 0.001393890769568966, + 0.0013911624306363968, + 0.001388134908223882, + 0.0013843179588810541, + 0.0013793182813129352, + 0.0013737130071158651, + 0.0013686706544874412, + 0.0013592658737908556, + 0.0013558210085395878, + 0.0013509503635353982, + 0.0013428183127467074, + 0.0013173967026150972, + 0.0013156574588111915, + 0.0013108767001338163, + 0.0013082140921257862, + 0.001304243277028851, + 0.0013033704769817723, + 0.0012954189455459402, + 0.001288392992617137, + 0.001287180944126707, + 0.0012837524902067409, + 0.0012775481137527024, + 0.0012765375695127862, + 0.0012730694737064971, + 0.0012683884108241148, + 0.0012675372587049565, + 0.0012664816205369457, + 0.001265540761354061, + 0.0012495575010065998, + 0.001248970291296531, + 0.0012489430063101195, + 0.0012462076677034874, + 0.0012426531496757343, + 0.0012309685414281049, + 0.001229432442480293, + 0.0012142261789781104, + 0.001211377306265447, + 0.00120197057094073, + 0.001198032538709084, + 0.0011938791952281966, + 0.001190116945844239, + 0.0011865619009044461, + 0.001186067539562313, + 0.001182816492631106, + 0.0011824479463429908, + 0.0011818051953064645, + 0.0011795575700061828, + 0.00117713909937782, + 0.0011733170825932412, + 0.0011717717212973622, + 0.0011700737625923842, + 0.0011678143039515877, + 0.0011576921264479904, + 0.0011555461569904893, + 0.0011416625685958346, + 0.001134449307576802, + 0.0011261513158296404, + 0.001125737838714063, + 0.0011231596750000256, + 0.0011142142742559254, + 0.0011073501971355913, + 0.0011047401993339678, + 0.001102716598067741, + 0.0011012547877055463, + 0.0010949097299043048, + 0.001093658206992974, + 0.0010879764789330445, + 0.0010841407527839304, + 0.001078331211714689, + 0.0010739876213260164, + 0.001066857082652451, + 0.001066651261281741, + 0.0010611682177647749, + 0.0010591668338994172, + 0.0010563402745438156, + 0.0010546374184612582, + 0.001054184298789244, + 0.0010496638123150854, + 0.0010466115378661635, + 0.0010400380922092533, + 0.001038472064184786, + 0.0010275819171908455, + 0.0010247239488942938, + 0.0010197399353977597, + 0.0010179333793606693, + 0.001001407723620999, + 0.0010010170235558035, + 0.0009843554711980228, + 0.000979492904129586, + 0.0009757989931792368, + 0.0009662209870304312, + 0.0009631795142040915, + 0.0009608946971430265, + 0.0009580379944344363, + 0.0009555416435180293, + 0.0009514749167228302, + 0.0009303093386087005, + 0.0009291455285237781, + 0.0009289574571496075, + 0.0009267836569421741, + 0.0009106507173702079, + 0.0009095798952762169, + 0.0009021218406299788, + 0.0009009633953797166, + 0.000899583352591322, + 0.0008961367076180583, + 0.0008897112813813816, + 0.0008861391847456669, + 0.0008824177265343628, + 0.0008821588262700752, + 0.000874766991232958, + 0.0008723532069777035, + 0.0008720671289254752, + 0.0008704200301270387, + 0.0008590442204158114, + 0.0008553038866642132, + 0.0008526775507023863, + 0.0008507805938819097, + 0.0008437381618949265, + 0.0008339583688010702, + 0.0008329953448174682, + 0.0008329200788767227, + 0.0008314473130556145, + 0.0008304469587449121, + 0.0008289092809706636, + 0.0008274840154788476, + 0.0008264765005437201, + 0.0008239827493966801, + 0.0008199141724356241, + 0.0008182899661721494, + 0.0008172229496227314, + 0.0008105386126310134, + 0.0008102270404412239, + 0.0008096055076948772, + 0.0008093545477702624, + 0.0008015538167018478, + 0.0007984599132363146, + 0.0007976526368317779, + 0.0007892831008889134, + 0.0007881569869680365, + 0.0007843382287496265, + 0.0007833792416714855, + 0.0007819762752388712, + 0.0007809307760903541, + 0.0007742512923126041, + 0.0007738995232131155, + 0.0007722615108623658, + 0.0007675083831646441, + 0.00076610392394452, + 0.0007580549908999393, + 0.0007569451377928679, + 0.0007483520363370491, + 0.000737437111113362, + 0.0007363253582000637, + 0.0007358807379974836, + 0.0007325031879895353, + 0.0007283323657386618, + 0.0007239989167522341, + 0.0007186914973633943, + 0.0007179276679217058, + 0.0007154099262458279, + 0.0007127744310362428, + 0.0007100464386877689, + 0.0007072147967046444, + 0.0006985653032241001, + 0.0006979495419175545, + 0.0006956671675406776, + 0.000695546305809548, + 0.0006953024238883007, + 0.0006942975436147915, + 0.0006904539535942293, + 0.0006821741802300407, + 0.0006812484189551559, + 0.0006786571615303845, + 0.0006763240995485884, + 0.0006721268407309483, + 0.0006662097380233885, + 0.0006653275031021237, + 0.0006638840701581299, + 0.0006612941532869429, + 0.0006600546074966507, + 0.000659437413932371, + 0.0006569120963338152, + 0.00065676758523133, + 0.0006547698612334047, + 0.0006528037824949634, + 0.0006508895415728235, + 0.0006440386871697663, + 0.0006388756225738257, + 0.0006338123519311793, + 0.0006281360086215059, + 0.0006275665167861585, + 0.0006271557413650237, + 0.0006153011891036468, + 0.0006150344069852454, + 0.0006136209920262526, + 0.0006122291431664045, + 0.0006111504925549227, + 0.0006101916864272177, + 0.0006086577702836916, + 0.0006035070483618104, + 0.0005991783511815224, + 0.0005967952359080267, + 0.0005926335526715592, + 0.0005898874348564021, + 0.0005897960370197529, + 0.0005802323337534597, + 0.0005759068165602536, + 0.000575220348237113, + 0.0005726120447364175, + 0.0005703136709864477, + 0.0005673437158146441, + 0.0005665943012415298, + 0.0005650624104002063, + 0.0005649969142620549, + 0.0005627055880996569, + 0.0005597559333094773, + 0.0005597477624382565, + 0.0005594910325883214, + 0.0005591605827628396, + 0.0005572963834493197, + 0.0005519848496266869, + 0.0005492933273410379, + 0.0005377394927195324, + 0.0005371617917825847, + 0.0005350868754361511, + 0.0005309118341588279, + 0.0005290156282662804, + 0.0005237679940272499, + 0.0005227132027516481, + 0.000522347150226421, + 0.0005136637731801885, + 0.0005094060614999299, + 0.0005062463340358382, + 0.0005042258252810033, + 0.0005015762070613138, + 0.0005004428037020212, + 0.0004998102906873939, + 0.0004996409582153735, + 0.0004987474632811685, + 0.0004985100832659838, + 0.0004983476746204834, + 0.0004978892541541692, + 0.000494561297823379, + 0.0004928956753186261, + 0.0004920842461880689, + 0.0004916455124002853, + 0.0004910126173772197, + 0.0004838200168713495, + 0.00047374252248377454, + 0.0004700334694927757, + 0.0004699119760183852, + 0.0004685934001187378, + 0.00046164261386858233, + 0.0004596279293133765, + 0.00045936534421352226, + 0.00045773930357341763, + 0.00045519102547714077, + 0.00045506640075351225, + 0.00045276605809713665, + 0.0004480912844033443, + 0.00044797352260877093, + 0.0004466649156474942, + 0.000446216729219114, + 0.00044224789991919005, + 0.00044035677669771394, + 0.0004392091000333728, + 0.0004380677804625616, + 0.00043592371290941787, + 0.00042971518026198806, + 0.0004265310474842633, + 0.0004229575158909027, + 0.00041875391667711985, + 0.00041584701704891323, + 0.00041444676053783107, + 0.0004141479212109603, + 0.00041256117578367807, + 0.0004110919377604849, + 0.0004063726720008674, + 0.0004051705799688589, + 0.00040314011319195214, + 0.00040266597681119353, + 0.00039929608669393853, + 0.000395763306133775, + 0.0003954425346819775, + 0.0003943156238248097, + 0.000391823300676463, + 0.00039166528116557284, + 0.0003894052511640674, + 0.00038413080467605473, + 0.00038367537370894144, + 0.0003833845914416734, + 0.0003807114443793154, + 0.0003794442841205797, + 0.0003781885219187437, + 0.00037653992537405506, + 0.00037574576071520586, + 0.0003708683987646981, + 0.00036978821120911906, + 0.0003615970906300728, + 0.0003613825598356837, + 0.00036034583572181687, + 0.0003587564328130447, + 0.0003558138228195799, + 0.0003542157582852825, + 0.0003521901070285554, + 0.00034719371668144036, + 0.000343290576845541, + 0.00034254079235435277, + 0.0003420739151916684, + 0.0003362048870093067, + 0.00033566345274335695, + 0.00033530659532867053, + 0.00033105161769563847, + 0.00032930319827587144, + 0.0003290113360883772, + 0.0003289869717622141, + 0.0003289037185909739, + 0.000328646176578594, + 0.00032337312278371566, + 0.00032101337476104786, + 0.00031684715451034157, + 0.0003151506890409908, + 0.0003146462660490995, + 0.0003117471097414828, + 0.00030630879865376946, + 0.0003026873245336856, + 0.0003022585887257478, + 0.00030134513867761974, + 0.0003003202103028685, + 0.00029968472534659056, + 0.0002990744439016012, + 0.00029806021436021215, + 0.0002969868261471102, + 0.0002961158894383773, + 0.00029572612185244286, + 0.00029326865374479946, + 0.0002913717826438207, + 0.00028767614530239035, + 0.00028732576877191007, + 0.00028453203705194245, + 0.0002779158305812152, + 0.000275478574554458, + 0.0002733572278179978, + 0.0002729185416287076, + 0.00027280661137093744, + 0.0002712724380862376, + 0.00027054074478563827, + 0.00026690529407236716, + 0.00026565589617514175, + 0.0002620715829455994, + 0.0002581810570993615, + 0.00025722627043570545, + 0.0002556192302141828, + 0.00025550104671853566, + 0.00025532226204745746, + 0.0002457344737359738, + 0.00024326380949552876, + 0.0002426720553186585, + 0.00024214681150300308, + 0.00024127073998597156, + 0.0002370839314286591, + 0.00023696490286032748, + 0.00023588927791228154, + 0.00023361936815281042, + 0.0002335982092145946, + 0.00023088830780931477, + 0.00022842180271883747, + 0.00022803410295490597, + 0.00022778980753523497, + 0.00022625669561867175, + 0.00022395503167962785, + 0.0002235827178961857, + 0.0002222549126510836, + 0.0002207283845758352, + 0.00021725601510693253, + 0.00021506965998060085, + 0.00021463930449152027, + 0.00021325468327292174, + 0.00021302034222863398, + 0.0002122488904145797, + 0.00021202659593399592, + 0.0002114794173557416, + 0.00020828437784785794, + 0.0002047104858787904, + 0.00020458967032031938, + 0.00020443022531591823, + 0.00020385695021684136, + 0.000202993096131502, + 0.0002025896919245679, + 0.00020256997446551484, + 0.0001990259704697626, + 0.0001968326532516639, + 0.00019204604557837988, + 0.00019189520911484968, + 0.0001917785794132448, + 0.00019161932263475056, + 0.00018462300694949122, + 0.0001845793925295438, + 0.0001837920591263882, + 0.0001783503010471345, + 0.00017705588097530992, + 0.0001752811937506022, + 0.0001746045087711175, + 0.00017176586849546721, + 0.00017086718762742282, + 0.000169098202542887, + 0.00016896023539991889, + 0.0001685588584721597, + 0.00016845963210768735, + 0.00016838131501135454, + 0.00016732286309514233, + 0.0001669728804043346, + 0.00016558508518476595, + 0.00016407979882106837, + 0.0001636471658304285, + 0.0001603771247434442, + 0.00016020993036728682, + 0.00015986481161213878, + 0.00015969921318681796, + 0.00015949613075684835, + 0.00015784439447040475, + 0.00015778221622474932, + 0.00015742812895987507, + 0.00015711327843518893, + 0.000156823516843174, + 0.00015599156279797228, + 0.00015572654072263308, + 0.000153094832106503, + 0.00015069881212011177, + 0.00015044101399647067, + 0.00014901558136154537, + 0.00014597299443692212, + 0.00014349753650605779, + 0.0001425469982756316, + 0.0001408846074921621, + 0.00013879653381391235, + 0.00013865109591381094, + 0.00013818733956580856, + 0.00013799406369563168, + 0.00013697890970258063, + 0.00013599443119333203, + 0.00013572599851827233, + 0.00013428984220129216, + 0.00013343192383045792, + 0.0001331794070183448, + 0.00013291725708738063, + 0.00013225421855075803, + 0.00013067085217297088, + 0.00013013171501749372, + 0.0001298265661739457, + 0.00012952171305594576, + 0.00012804007970794792, + 0.00012621422115553454, + 0.0001243885822608982, + 0.00012403851479590142, + 0.00012376055123129292, + 0.00012331095619839985, + 0.00012096363097041987, + 0.00012040513272106006, + 0.00012026669288536558, + 0.00011987109739999943, + 0.00011961495767897723, + 0.00011855493637016073, + 0.00011800239227614317, + 0.00011518760065030795, + 0.00011466118857028048, + 0.0001129911684315125, + 0.00011298219827460035, + 0.00011072934002336758, + 0.00010855225698554019, + 0.00010775236086974123, + 0.00010718374890665042, + 0.0001051833441690402, + 0.00010429909843864925, + 0.00010392920794408675, + 0.00010174092354727933, + 0.0001006484906347522, + 0.0001005184706656347, + 9.861101097968517e-05, + 9.757570548615626e-05, + 9.697134803460805e-05, + 9.678041057952005e-05, + 9.647358327135725e-05, + 9.566885521268518e-05, + 9.542231620680143e-05, + 9.533283204681503e-05, + 9.248299284418245e-05, + 9.1830236437744e-05, + 8.911836853000257e-05, + 8.866760226102118e-05, + 8.768691262903245e-05, + 8.704896662483729e-05, + 8.553240972955208e-05, + 8.448476076436409e-05, + 8.412469271726477e-05, + 8.358911597828213e-05, + 8.275354064844523e-05, + 8.269459083288669e-05, + 8.196304297618773e-05, + 8.147108862750608e-05, + 8.127368320906687e-05, + 8.101795726226867e-05, + 8.08804324488881e-05, + 8.012666516386081e-05, + 7.979286363497686e-05, + 7.815821286658977e-05, + 7.76435066466925e-05, + 7.715656643476847e-05, + 7.578412080297323e-05, + 7.516392637287134e-05, + 7.489759252051224e-05, + 7.405239021713012e-05, + 7.271399097576643e-05, + 7.223542282142554e-05, + 7.186609443261676e-05, + 7.10222274240868e-05, + 7.088064289177893e-05, + 6.988804458796162e-05, + 6.984019355717788e-05, + 6.963898335095214e-05, + 6.906717048620703e-05, + 6.726007984510902e-05, + 6.721403056687566e-05, + 6.573205071267892e-05, + 6.562579593388496e-05, + 6.518662376496285e-05, + 6.442477900793697e-05, + 6.422370743257052e-05, + 6.398601423266077e-05, + 6.322365071455673e-05, + 6.312169898547304e-05, + 6.292189531381587e-05, + 6.214870198490924e-05, + 6.15092402943943e-05, + 6.085024882590989e-05, + 6.0783038271939475e-05, + 5.622582432360247e-05, + 5.5933217393962e-05, + 5.455612053343938e-05, + 5.4549395485377976e-05, + 5.449718327593372e-05, + 5.443058545739894e-05, + 5.412644776034832e-05, + 5.385168080652875e-05, + 5.2339621388887e-05, + 5.221185991406034e-05, + 5.181426746236401e-05, + 5.137229160498092e-05, + 4.894499619715608e-05, + 4.847831837325267e-05, + 4.829263212186869e-05, + 4.784539076096571e-05, + 4.7288626348056095e-05, + 4.636895325083346e-05, + 4.6085983773009375e-05, + 4.568268719650183e-05, + 4.5650973249270846e-05, + 4.507264097967978e-05, + 4.4152882054377035e-05, + 4.4008567027396834e-05, + 4.373452582211527e-05, + 4.371158722082093e-05, + 4.360032878869475e-05, + 4.340679125988268e-05, + 4.3029067007082626e-05, + 4.2880606348578094e-05, + 4.154909730124261e-05, + 4.099455828897965e-05, + 4.078939305141928e-05, + 4.007848922956414e-05, + 3.953475812368383e-05, + 3.8987510566178296e-05, + 3.888302025525827e-05, + 3.810889029585548e-05, + 3.784538698109455e-05, + 3.7632128882568986e-05, + 3.758428885252576e-05, + 3.655226341081563e-05, + 3.553418316990142e-05, + 3.5084063757490035e-05, + 3.4964689569079964e-05, + 3.359429430379707e-05, + 3.334521215482196e-05, + 3.227110187539282e-05, + 3.177171396107923e-05, + 3.119316219836275e-05, + 3.09905748420418e-05, + 3.0348736660137768e-05, + 2.913271064343988e-05, + 2.8240916772883757e-05, + 2.814580245561083e-05, + 2.7671593082663736e-05, + 2.6785428783140425e-05, + 2.6396098513850986e-05, + 2.617722272553961e-05, + 2.4702934361643414e-05, + 2.40605097249403e-05, + 2.3970668234571948e-05, + 2.3938739890667844e-05, + 2.3794907753148914e-05, + 2.2779960874531814e-05, + 2.1483311550667196e-05, + 2.0860623771976698e-05, + 1.8953209299163873e-05, + 1.8518777425969437e-05, + 1.806548386566276e-05, + 1.77615148510298e-05, + 1.7142703947670652e-05, + 1.7017719593971148e-05, + 1.6967666481540467e-05, + 1.6953945958693686e-05, + 1.6885171043765938e-05, + 1.6557240186616636e-05, + 1.6302293868640767e-05, + 1.575697119095056e-05, + 1.5521312092517847e-05, + 1.4284457751954288e-05, + 1.4251003403195321e-05, + 1.3482916175582887e-05, + 1.277845514901096e-05, + 1.25175585958744e-05, + 1.2430017617195036e-05, + 1.2360455132124023e-05, + 1.1594139832618408e-05, + 1.1487745419816957e-05, + 1.134375400296338e-05, + 1.1122176188457681e-05, + 1.1098320617815306e-05, + 1.0889797614668732e-05, + 1.0889740300000792e-05, + 1.060388258293859e-05, + 1.0357415400825743e-05, + 1.0340246848469873e-05, + 9.862643479320438e-06, + 9.172867287796613e-06, + 9.071910702238275e-06, + 8.836373881482697e-06, + 8.802610959544639e-06, + 8.731484318321135e-06, + 8.708001591395859e-06, + 8.275273321640597e-06, + 7.809288832381953e-06, + 7.64342958095205e-06, + 7.050102828786844e-06, + 6.914224187342299e-06, + 6.799796510509793e-06, + 6.7842985217379245e-06, + 6.585636623869384e-06, + 6.5487744757137105e-06, + 6.080651760424961e-06, + 5.851241653994829e-06, + 5.838614275216462e-06, + 5.70358066496285e-06, + 5.2229990002788665e-06, + 5.0037527785882905e-06, + 4.979728736552831e-06, + 4.658983209951627e-06, + 4.0638816503135075e-06, + 3.915696867199547e-06, + 3.5673469018781185e-06, + 3.2484598517042864e-06, + 3.2198885229480903e-06, + 3.1447712628666478e-06, + 3.0606419017929586e-06, + 2.9934679413563127e-06, + 2.921736332874881e-06, + 2.780289170884784e-06, + 2.273044682573474e-06, + 2.272133724721042e-06, + 1.951187533905557e-06, + 1.8429728870137264e-06, + 1.5505017273687618e-06, + 1.356169248853132e-06, + 1.3188007452763234e-06, + 1.3013099560187783e-06, + 1.293114055661607e-06, + 1.224628427405547e-06, + 9.467569940326577e-07, + 9.449304169712048e-07, + 8.279867831783335e-07, + 8.205776548266746e-07, + 6.166519106507448e-07, + 4.636631203599886e-07, + 4.124371610112102e-07, + 3.2800760218223397e-07, + 2.9389851459998717e-07, + 2.8500082822010454e-07, + 2.7356488780510086e-07, + 2.216960193608691e-07, + 2.9146434716516414e-08 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 83.2, + "precision": 23.69047619047619, + "recall": 23.047619047619044, + "f1": 22.503052503052505 + }, + "selection": { + "precision": 0.5557834712863907, + "recall": 8.05194805194805, + "f1": 1.0397786530393645, + "jaccard": 0.5229367938269623 + } + } +} \ No newline at end of file diff --git a/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Kidney_stones.json b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Kidney_stones.json new file mode 100644 index 0000000000000000000000000000000000000000..07b852cc6179b0981a3bfd540411ba2abdadeb8a --- /dev/null +++ b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Kidney_stones.json @@ -0,0 +1,3927 @@ +{ + "significant_genes": { + "Variable": [ + "AADAC", + "AATF", + "ACTMAP", + "ALPK2", + "ABCC6", + "ACSM5", + "ACOT4", + "ACSM4", + "ABCE1", + "AAMDC", + "ABCB10", + "ADAMTS12", + "ACADVL", + "ADGRG4", + "AGR2", + "ACTN3", + "AASDHPPT", + "ALDH4A1", + "ABHD2", + "ABCF2", + "ANKRD40", + "ART3", + "ACOT2", + "AACS", + "A2M", + "ABCA8", + "ABCC8", + "ACRV1", + "AFG1L", + "ACAT2", + "AGRP", + "ACSM2A", + "ADGRE4P", + "ABCB8", + "ABCA12", + "ABLIM3", + "ADAP2", + "ABI3BP", + "ADAMTSL5", + "ALDH1L1", + "ABCC10", + "AHCYL2", + "ALKBH4", + "ADRA1A", + "AADACL3", + "ABHD13", + "ALDOB", + "ADAMTSL2", + "A4GNT", + "ARHGAP24", + "AK2", + "ABLIM2", + "ABHD1", + "ADAM21P1", + "ABCC9", + "ARL3", + "ABCC13", + "ACTR5", + "AEN", + "ADAD1", + "AKAP7", + "AFF2", + "APBA3", + "ALAD", + "ACTR10", + "ACO2", + "ADGRD2", + "ABHD17A", + "ACTR2", + "ABHD17B", + "ACSM3", + "ADCYAP1", + "ABCA6", + "ACBD6", + "ABI1", + "BPIFA4P", + "ARHGAP23", + "ADCY1", + "ACOT1", + "AGER", + "ALOX12P2", + "AKR1B15", + "ANKZF1", + "ALDH1L2", + "ADCY9", + "ANKK1", + "ACER1", + "APLP1", + "ABCA11P", + "ADH5", + "AARSD1", + "AP4M1", + "AOX1", + "ARHGAP22", + "ACTL10", + "C1orf167", + "ADAD2", + "ADIPOR1", + "ALDH16A1", + "AIRIM", + "BBS5", + "ANGEL2", + "ABHD5", + "ASIP", + "AKAP1", + "ADAMTS8", + "ALG9", + "ABCB4", + "ACSL5", + "AADAT", + "AK3", + "APCDD1", + "ADORA3", + "ABRA", + "ACTL6B", + "ALX1", + "ANK3", + "ARSL", + "ACMSD", + "ADAMTSL4", + "ADK", + "AGAP7P", + "HMGB4", + "BMP5", + "ALG1L1P", + "A3GALT2", + "ADAM5", + "APOBEC3H", + "APLN", + "ANO3", + "ARID1A", + "ADAM21", + "ADGRF2P", + "ACACB", + "C2", + "AP2S1", + "AFAP1L1", + "AKR1C8", + "BHLHE22", + "C3orf20", + "ANGPT2", + "ADO", + "ALDH7A1", + "ANO1", + "ACKR1", + "AKAP8", + "APCS", + "AFDN-DT", + "ADGRG6", + "ATG10", + "ALDH18A1", + "A1BG", + "ASXL1", + "BANP", + "ALPL", + "AEBP1", + "ACTRT1", + "ADA", + "AASS", + "ADGRF4", + "ALCAM", + "CHRM1", + "ANKRD24", + "ARFRP1", + "ADAM32", + "ADORA1", + "AGAP6", + "ACTBL2", + "ASTE1", + "ARHGEF19", + "CETN3", + "AAR2", + "ABCF1", + "AGAP4", + "AP4E1", + "AP2A2", + "ANO7", + "ANAPC15", + "AMHR2", + "AP5S1", + "ARHGEF15", + "ATF1", + "ABRAXAS1", + "BMERB1", + "AQP4", + "ANKFN1", + "ANKS4B", + "BAGE2", + "ABHD11", + "AMELX", + "CTXN2", + "ATXN1L", + "ANKRD34A", + "ADGRL1", + "CLLU1-AS1", + "AP4B1", + "AMDHD2", + "ADAMTSL1", + "ASPN", + "ANKMY1", + "ASB16-AS1", + "CD109", + "AHSP", + "ABCB5", + "ADAM15", + "APOLD1", + "CNPY1", + "ANKRA2", + "CA14", + "ACAP3", + "APOBEC3D", + "ANKRD54", + "ADAM17", + "ADGRA3", + "ANKRD13C", + "ABCF3", + "AIPL1", + "ADGRV1", + "ADTRP", + "C16orf87", + "ADAMTS16", + "ACR", + "ADAM22", + "BCO2", + "CCDC27", + "CLEC4GP1", + "AMER3", + "BRS3", + "CARD19", + "AAAS", + "CCAR2", + "ABHD12", + "ARLN", + "ADGRA1", + "C1orf216", + "ATRX", + "ARHGAP32", + "GARNL3", + "ABCC4", + "ARID3C", + "ASB12", + "BDH2", + "ANKIB1", + "ATAT1", + "CHRDL2", + "ACTG1", + "C12orf43", + "AKR1A1", + "ACP2", + "ARMH4", + "CACNA2D1", + "ANKLE2", + "DHX30", + "ADCK5", + "ACTN2", + "APEX2", + "ABR", + "AMPD1", + "AHSG", + "CDH7", + "ANO2", + "ATAD3B", + "AMPD3", + "AICDA", + "LOC654780", + "ADAMTS1", + "CATSPERE", + "ANKRD31", + "ABHD14B", + "C10orf55", + "ARHGEF28", + "COLEC10", + "BDNF-AS", + "BRDT", + "ACYP2", + "CRTC3", + "ABCA1", + "ALDH3A2", + "FUZ", + "BCL2L12", + "ADIPOQ", + "COL11A1", + "ARHGEF16", + "FAM225B", + "SCTR", + "AP1S1", + "ACKR3", + "CAND2", + "ACTL7A", + "ARMCX5", + "CALR3", + "CHD1L", + "MGAT5", + "AURKC", + "DAZL", + "ADCY4", + "ARHGAP10", + "C7orf57", + "ADGRE3", + "AVP", + "ADAM8", + "BRI3BP", + "BPESC1", + "DAPL1", + "CASP9", + "BTNL2", + "ABCC3", + "ANKRD18A", + "CCNK", + "ANLN", + "ANAPC2", + "ATRNL1", + "CCDC116", + "AKAP14", + "AGBL2", + "BCAT1", + "LILRA3", + "CCDC144A", + "ADAMTS10", + "AKIRIN1", + "DUX3", + "ATP6V1F", + "ANOS1", + "C3orf18", + "ACTR6", + "AGPAT5", + "TRIM42", + "AZGP1", + "AANAT", + "DAZ4", + "AFDN", + "AKIRIN2", + "ADIPOR2", + "ABCD1", + "ASAH1", + "ACBD5", + "AIF1", + "AMPH", + "ATP6V1G3", + "ADGRL3", + "AGPAT3", + "BMAL2", + "FAM90A13", + "AGT", + "CHRM4", + "ATXN2L", + "CAPN11", + "ANAPC4", + "ARL17A", + "ACADL", + "AKAP6", + "ADRA2A", + "ANXA4", + "CFAP20", + "AMY2B", + "ADAM7", + "C5", + "CSNK1E", + "ANKRD40CL", + "ARSB", + "CDKL3", + "CDYL", + "ABRAXAS2", + "DHDH", + "DRAXIN", + "ANKRD35", + "BOC", + "DLST", + "CACNA1A", + "CBX8", + "APMAP", + "ARHGEF25", + "ADH4", + "ACSM1", + "ANAPC7", + "COL15A1", + "ATP13A2", + "AWAT2", + "CLCN1", + "AHCY", + "ACVR2A", + "ANKUB1", + "AKNA", + "ANKRD18B", + "CHST2", + "ADGRF1", + "ABO", + "C1orf53", + "AXIN2", + "BRWD1-AS2", + "SNORD113-5", + "BARHL2", + "ACP5", + "AGAP11", + "C3AR1", + "ADGRB2", + "BCL9L", + "CHDH", + "EXD1", + "AP3D1", + "ABCG4", + "KCTD21", + "ADGRG2", + "AIG1", + "ABCA13", + "ANKRD20A8P", + "APOC3", + "FBXL2", + "CGREF1", + "ANKRD27", + "PAFAH1B3", + "CLIP3", + "COQ3", + "ANKAR", + "CRTC1", + "ATP5MC3", + "BNC2", + "BAHCC1", + "CLSTN2", + "ABTB1", + "CLEC4M", + "CNTNAP1", + "CHRNB2", + "CFAP53", + "AGTR2", + "NLRP3", + "AKAP10", + "CEACAM18", + "BMP2KL", + "AQP1", + "CRTAP", + "BIRC2", + "BTBD16", + "C1orf105", + "C10orf53", + "BMP3", + "CHST1", + "RLBP1", + "ALMS1P1", + "TMEM52", + "ABCB6", + "FANCB", + "ABCA5", + "ACTRT3", + "FAM90A16", + "BPIFB4", + "CRLF1", + "ANKRD2", + "CPNE9", + "CDKN1B", + "ATP12A", + "CPE", + "EDIL3", + "CDC14C", + "ANXA8", + "ACSS3", + "ADARB1", + "C16orf78", + "ANKRD20A2P", + "RASD2", + "ATF6B", + "DNAH5", + "DEFB103A", + "DTX1", + "BCAM", + "CSMD2", + "ADIG", + "ADORA2B", + "CARNS1", + "CCDC146", + "ANP32E", + "DUOXA1", + "AGRN", + "PBX3", + "COL5A3", + "ADGRD1", + "B3GNT7", + "CLDN3", + "BAIAP2", + "ATP5PD", + "DPEP1", + "AQP6", + "B3GNT3", + "CENPL", + "APEH", + "AXIN1", + "CACNA1H", + "CHRM5", + "ARHGAP5", + "GCK", + "MIR302B", + "ACTC1", + "BLK", + "ARMC8", + "ANKRD20A11P", + "FABP2", + "BPY2", + "BHLHE23", + "ABCB9", + "ASIC1", + "FIGLA", + "ANK1", + "APOL6", + "KRTAP23-1", + "ARRB1", + "BCAS4", + "APOBEC4", + "HDGF", + "BEND4", + "ATP10D", + "ARRDC1-AS1", + "CITED1", + "C8orf58", + "C11orf16", + "HRG", + "ADGB", + "H3C2", + "AGO2", + "ABTB3", + "BIRC8", + "ABCB11", + "ANXA9", + "IL1RAPL2", + "ABI3", + "FTCD", + "LOC613038", + "ACOD1", + "FGFR4", + "ACTB", + "ASPHD1", + "ARR3", + "CPT1A", + "AKR1C4", + "ASIC3", + "CTSL3P", + "CES5A", + "CA5A", + "BMPER", + "BBIP1", + "PKD1L1-AS1", + "C1QBP", + "ASCC2", + "KCNH5", + "L1CAM", + "ATP5MF", + "ACVR2B", + "COL4A5", + "ARL14", + "AZU1", + "PRODH2", + "ATE1", + "ANXA2P1", + "AGPS", + "GINS2", + "ASB18", + "CLDN23", + "GLRA1", + "BBLN", + "CNTN4", + "ADCY2", + "IQUB", + "MIR602", + "ATP2B4", + "CFAP298-TCP10L", + "ANGPTL1", + "LACC1", + "IFITM5", + "ACADM", + "KCNH3", + "ARL13B", + "FAAP24", + "OMD", + "AGPAT2", + "BRD1", + "AMELY", + "BST1", + "BCAS1", + "C19orf67", + "ALDH1A3", + "ABCA9", + "ANGEL1", + "CHPF2", + "ASPSCR1", + "NQO2", + "CLIP2", + "CNR2", + "CDKAL1", + "SNORD119", + "MRGPRX1", + "EPS15L1", + "CCDC71", + "DLX6-AS1", + "ARFIP2", + "COL13A1", + "CAVIN4", + "CCDC191", + "HSD11B1", + "ARNT2", + "ARMC3", + "FST", + "CELP", + "AGAP10P", + "HLA-DOB", + "E2F1", + "AKT2", + "LOC727980", + "CD180", + "ADAMTS7", + "ASIC5", + "CCDC13", + "NXF4", + "AMH", + "CBLN1", + "CLHC1", + "ADAM20", + "ABCC2", + "COG7", + "C1S", + "GEMIN4", + "CIBAR1", + "AFM", + "DUX4L8", + "CSH1", + "CD72", + "ISL2", + "RBFA", + "ARHGAP9", + "FAM120C", + "CORO1B", + "CCL15", + "GDPD5", + "FAM187B", + "CRYBB3", + "ALPK1", + "ANKRD53", + "AMN1", + "DYNC2H1", + "CCDC42", + "ACO1", + "AGPAT4", + "ZNF607", + "CBLL1", + "AVPR1A", + "CFAP141", + "INSM2", + "BRCA2", + "ATP5MK", + "EIF4ENIF1", + "AMBN", + "ARG1", + "ARFGAP3", + "CCDC83", + "CLN8", + "ALPK3", + "CATSPERD", + "KRCC1", + "GPR83", + "ATOSB", + "CHSY1", + "ACTL7B", + "ANKRD11", + "CDH18", + "CLTCL1", + "GPX3", + "CLDN6", + "FAM219A", + "F10", + "EDN3", + "LOC646804", + "BLOC1S2", + "CLCA4", + "CRY2", + "KCNJ5", + "ESPNL", + "CSF1", + "ACOX3", + "CHKB", + "CELF6", + "LIMD2", + "ALKBH7", + "BDKRB2", + "DRD3", + "OR8H1", + "AGTPBP1", + "ARMCX3", + "ACSL6", + "ADRB3", + "KIAA1210", + "LINC02870", + "ENPP6", + "CCDC144CP", + "CCNB2", + "CACNG6", + "FRK", + "KIAA1217", + "RCN1", + "CCDC7", + "ASIC4", + "SNORD51", + "CD5L", + "BCL7B", + "APOE", + "GLI4", + "ASTN2", + "ATP6V1C2", + "MIRLET7C", + "BUD31", + "LOC647264", + "ARID5B", + "CLCNKA", + "CXADRP2", + "MYL10", + "B4GALNT4", + "CLEC11A", + "IL22", + "BTG4", + "ARHGAP12", + "APOB", + "COPRS", + "NUS1P3", + "ANKRD28", + "CMC2", + "CSNK1A1L", + "CD4", + "ALDH2", + "EMID1", + "CGB1", + "ATP6V1G2", + "ELOA3BP", + "CLPSL2", + "CPLX1", + "BDH1", + "DZIP3", + "ANKRD22", + "ADAMTS5", + "COX5B", + "CDC42SE2", + "ACTA1", + "APOC4", + "CDK9", + "ASB17", + "KL", + "CABIN1", + "COL26A1", + "DIS3L", + "ASTL", + "CDCP1", + "ETV5", + "ARHGAP35", + "AGPAT4-IT1", + "ALS2CL", + "C3orf38", + "ABHD8", + "FGFR2", + "IRX5", + "COPB2", + "CBR1", + "FMN2", + "MARK1", + "ANXA10", + "EZH1", + "EGFL8", + "SPIRE2", + "ARG2", + "BAGE3", + "C20orf96", + "ASNSD1", + "ARMCX2", + "XKR7", + "CYP4Z1", + "HENMT1", + "LZTS1", + "CRCT1", + "MRO", + "ADAMTS6", + "GIP", + "CLDN1", + "MIR141", + "BZW1", + "BEND5", + "LYSMD4", + "C2CD6", + "FRAS1", + "CCNQP1", + "CDK5RAP1", + "ATP2A1", + "LINC00696", + "CDRT15P1", + "C17orf50", + "C12orf50", + "ARF5", + "B3GAT2", + "CHAT", + "GSDMC", + "CD101", + "SNORD91B", + "ATP6V1B1", + "ADAM28", + "AMZ1", + "CERS4", + "MIR1915HG", + "PPIL6", + "ARHGAP8", + "APC2", + "AP1S3", + "FAM90A19", + "CSNK1A1P1", + "CCHCR1", + "LOC100131496", + "AKAP11", + "CCIN", + "AMFR", + "HOXA11-AS", + "LRP3", + "DISC1", + "CD38", + "GPR152", + "ADH5P4", + "CFHR1", + "CHRDL1", + "CAPNS2", + "ACOT11", + "HOXD10", + "ALDH3A1", + "BCL10", + "CEMP1", + "PKD2L2", + "ADAM18", + "FAM210A", + "TRMU", + "ERICH4", + "MOCOS", + "CENPM", + "HPN", + "BCAR4", + "CDADC1", + "ALG10", + "PHLDB1", + "TACC2", + "ASB13", + "MAP1LC3C", + "CA6", + "KCMF1", + "DERPC", + "HCRTR2", + "CCT6B", + "DNAJC5B", + "C1QL4", + "TBX6", + "NAV3", + "AP1M2", + "DDN", + "CCDC152", + "THOC6", + "CEP72", + "BAGE", + "LOC729218", + "ADRM1", + "BAD", + "EPCIP", + "RBMY1A1", + "IL3", + "DSCAML1", + "BRD3OS", + "LIMA1", + "RBP1", + "CDC14A", + "CARMIL1", + "PPARA", + "C2orf15", + "GMDS", + "ZNF843", + "PADI3", + "ALDH9A1", + "IER5L", + "AMER2", + "COX11", + "MAGEA2B", + "LINC00272", + "DEFB107B", + "CSPG4", + "APRG1", + "C3", + "ATP1A1-AS1", + "CCM2", + "ADGRL4", + "FBXO24", + "COMMD4", + "ANKRD20A1", + "C1orf146", + "DSCR9", + "C8orf74", + "OVGP1", + "DRGX", + "BMP1", + "GATA1", + "MAP3K13", + "MUC15", + "LCE4A", + "ATP10A", + "ALYREF", + "RAD54L", + "MIR548Q", + "ARSK", + "EPHA2", + "DNAH14", + "BCL2A1", + "CCR5", + "BTNL3", + "CREBL2", + "APRT", + "DEFB133", + "CCT3", + "CACNA1F", + "BABAM1", + "C19orf47", + "MPV17", + "ART5", + "ACAT1", + "B3GALT6", + "ATP2B2", + "KCNA1", + "CCDC25", + "MIR629", + "CLK2", + "ARHGAP29", + "ATP6V1E2", + "DNAH17", + "ENTPD1", + "C1GALT1", + "TSKS", + "KLK2", + "ADGRG1", + "CDRT4", + "ADRA1B", + "CENPV", + "OR8G2P", + "CCNF", + "ACVR1C", + "CALML3", + "ACTL6A", + "CERS5", + "BAG3", + "IL19", + "CYP11B2", + "CASK", + "ARRDC5", + "ARID5A", + "CHRND", + "TBPL2", + "AP5M1", + "ASIC2", + "HNF1B", + "B3GNT5", + "MIR524", + "ADHFE1", + "DANCR", + "WNT1", + "AKR7A2", + "HDX", + "TP73", + "AIFM3", + "PSAT1P1", + "DMP1", + "PBK", + "FKSG49", + "GRHL3", + "BRME1", + "CLDN22", + "NSMCE1", + "AGL", + "NIBAN3", + "NMRAL1", + "CCP110", + "FAM170B", + "LINC00161", + "DNAJC17", + "KRTAP6-2", + "DEFB131A", + "RCN3", + "HLA-C", + "CSPG5", + "GCC2", + "ARPC5", + "MAGI3", + "PRSS37", + "AAK1", + "CNTF", + "CEBPE", + "ACSM2B", + "DYNLT3", + "FILIP1", + "ELFN1", + "ADCYAP1R1", + "CNTNAP5", + "PNKD", + "BRINP3", + "LAMB3", + "ANP32CP", + "FSTL4", + "MIR29B1", + "ANKS3", + "DDX43", + "CD19", + "ARRDC2", + "BLCAP", + "CT45A1", + "CLIC4", + "CCL27", + "CRB1", + "AKR1C6P", + "EML5", + "EVI5L", + "C2CD4D", + "IFNA5", + "INO80C", + "CCNG2", + "CHRNB4", + "CAD", + "DGCR2", + "MIR761", + "MIR193B", + "CD164L2", + "CLEC12B", + "ALG5", + "ASPM", + "LOC402279", + "CEP76", + "RFPL3S", + "ALKBH5", + "BCO1", + "TOP1MT", + "CYP4Z2P", + "CELF3", + "EME1", + "TTC31", + "BRMS1", + "GRM4", + "C1orf21", + "DACT2", + "CDC45", + "HAS1", + "ASB4", + "PLD3", + "GRAMD1B", + "SPACA5", + "CALB1", + "ATIC", + "RIN1", + "HCG27", + "SPRR2G", + "CC2D1B", + "ARMC7", + "STX5", + "GJA4", + "AGAP9", + "ATG2A", + "LOC100130872", + "LINGO4", + "CLDN11", + "ADAMTS20", + "CRTAM", + "ALKAL1", + "SFMBT2", + "BTNL9", + "NCK1", + "NMU", + "CDHR4", + "PNMA8B", + "ASCC1", + "TMSB15A", + "DNAAF5", + "BICDL2", + "BAK1", + "BOP1", + "POTED", + "CCK", + "CHRNB1", + "CPXM2", + "CNGA4", + "MRPL9", + "CDC42EP2", + "CDH22", + "BATF", + "APOL2", + "RNF157", + "CAPN14", + "MIR211", + "GIGYF1", + "ADGRG5", + "ACSS2", + "CNR1", + "BAMBI", + "LTC4S", + "B4GALNT3", + "TMEM171", + "ACTR3B", + "GLDC", + "KIAA0319", + "DRC12", + "KCNQ2", + "C3orf70", + "LRRC36", + "ZNF585B", + "APOH", + "CALCRL", + "CCDC144NL", + "BNIP1", + "ATM", + "ARL17B", + "GPR31", + "FGFRL1", + "AK2P2", + "SVOP", + "GGT8P", + "BCS1L", + "LAMB2", + "AKR7L", + "BUD23", + "ARMC12", + "CNTN3", + "ANXA2", + "C19orf18", + "BPIFB2", + "BAZ1B", + "ERCC4", + "NR0B2", + "ERCC6", + "DEFA6", + "ANGPTL4", + "ODAD3", + "AWAT1", + "CETP", + "AUNIP", + "GGT7", + "CLCA3P", + "CXorf65", + "SLC3A2", + "SUPT16H", + "CECR2", + "MIR206", + "MIR455", + "SH3RF3", + "LTB4R", + "KLK5", + "BHLHA15", + "CMSS1", + "LOC727884", + "NR2F2", + "CRMP1", + "MIR494", + "PPM1J", + "GDF9", + "AMMECR1L", + "CYP4F11", + "OR1A1", + "PSG10P", + "CLTC", + "ABCG1", + "ACAP2", + "DBX2", + "CDK8", + "ATN1", + "LOC151760", + "NDUFV1", + "ACBD3", + "CLBA1", + "FFAR4", + "ALDH1A1", + "VPS39", + "DOK5", + "FBXL18", + "CCNG1", + "BAZ2A", + "BCAR3", + "CHRNB3", + "ADAMTS3", + "BEX4", + "ANKFY1", + "CNTNAP2", + "CDC40", + "COMMD7", + "CELA2A", + "ALPI", + "CHFR", + "DBT", + "ZPR1", + "LINC01547", + "SNORA25", + "CDH16", + "FOXS1", + "WDR48", + "ZNF454", + "PNMA8A", + "TNNC2", + "HEBP1", + "CTU1", + "CYP2F1", + "GTPBP3", + "COIL", + "KCNC4", + "SNPH", + "DCUN1D2", + "ANKRD34C", + "DHX32", + "ADGRG3", + "CRISP3", + "ARHGAP19", + "DIS3L2", + "CASP8", + "CCDC106", + "MT1JP", + "AMMECR1", + "KRT81", + "ECE2", + "LIN54", + "ATP6V0B", + "ARMCX5-GPRASP2", + "ERICH5", + "INMT", + "CCNB3", + "GNG8", + "DPEP3", + "BICRA", + "CTPS2", + "DUSP22", + "ALOXE3", + "FAM120B", + "CCDC124", + "PRPF38B", + "HNRNPA3P1", + "ASMTL-AS1", + "FAM87A", + "ADAM12", + "ADRB1", + "CPZ", + "CEP63", + "MIR889", + "CMC4", + "ADORA2A", + "LY6G6D", + "AGMO", + "BCKDK", + "ARHGEF7", + "RNF185", + "NME2P1", + "DYRK1B", + "COQ4", + "ADD3", + "RRP12", + "BCCIP", + "ELP5", + "MEDAG", + "BOLA3", + "CMTM4", + "DPH2", + "IL6ST", + "CCR7", + "DNAJB3", + "MVK", + "DUX4L9", + "CFC1B", + "KLHL8", + "TSGA10IP", + "VXN", + "TP53BP2", + "KIF26B", + "MNT", + "MAF", + "BARX2", + "MYOG", + "PCDHGB8P", + "ADGRB1", + "HOXA10", + "ARHGEF10", + "BPIFC", + "ARSJ", + "WNT2B", + "ARL10", + "PPFIA2", + "LOC645937", + "HDHD3", + "MEGF8", + "ARL9", + "CFHR2", + "RAB11FIP4", + "DOCK4", + "MIR770", + "RER1", + "CELF2-AS1", + "RNASET2", + "BRK1", + "CDKN2AIPNL", + "FAM184A", + "CNBP", + "KRT8P9", + "MIR620", + "ASB5", + "TXNDC2", + "ALDH1B1", + "MAGI2" + ], + "Coefficient": [ + 0.03860184129674409, + 0.03737821328256038, + 0.031618606843779, + 0.030866816427087797, + 0.029754344928997045, + -0.0287385089784306, + -0.02852484630638857, + -0.027652379542155197, + 0.026268255286661032, + -0.025158666867273666, + -0.025073352416093472, + 0.02496715311105946, + -0.024515045376465202, + 0.024408713280943798, + 0.024241252178858953, + 0.02407210696514191, + -0.02380274232110776, + 0.02362026979861724, + -0.023551851778984625, + 0.02329442796732413, + 0.02312324354536409, + 0.022225025163764997, + -0.02202679307307166, + -0.021553043051065448, + 0.021102360422603005, + -0.02094886193761466, + -0.020657324589934897, + 0.020193066052422097, + -0.019878798623885405, + -0.01957834351293555, + -0.019474264669193025, + 0.019005537917874304, + 0.018826081720999956, + -0.01866149866270956, + -0.018524546123314226, + -0.018261421894453022, + -0.018196632451976096, + 0.01772035226940108, + -0.017559540276707537, + -0.01743671103527062, + 0.01664744427997851, + 0.016366974310608507, + -0.01628025273873348, + -0.0162223085532559, + 0.01596273372350734, + -0.01590598249315004, + 0.015884255036659873, + -0.015826957585004662, + -0.01544924691614882, + 0.015344689843716454, + -0.015253209380570596, + -0.015134645420509584, + 0.014902563407479774, + -0.014835805604516463, + 0.014745249877045445, + 0.014626708346391204, + 0.014553312013864032, + -0.014145491364224421, + -0.01391118633559698, + 0.013620480542359696, + -0.013557423215437738, + 0.01339821022614741, + 0.013321801686920832, + 0.013004059106887783, + 0.012888396842804458, + 0.012840556606008677, + -0.012834087644766125, + 0.012750189589380496, + 0.012727052659358066, + -0.01269432631411385, + -0.012646790952925048, + -0.012490958061203143, + 0.01238122479144281, + 0.012313743219955018, + 0.012016235370644342, + 0.01186562099880032, + 0.011864237524729693, + -0.011837418540554237, + -0.011814012370572894, + -0.011774543755835712, + 0.011711727785424666, + 0.011662832096658323, + 0.011552465440320809, + 0.011419879046461289, + 0.011296678732567764, + -0.01125108196741606, + -0.011131764264661372, + -0.011071387284366631, + 0.011026132742178802, + 0.011012458500393922, + -0.01088498081141163, + -0.010829777891807831, + -0.010763189366159439, + 0.010592193386838603, + 0.010502297579791226, + 0.010452622583282806, + -0.010426314944688176, + 0.010169761647553495, + -0.010092655127546929, + 0.009959399676775164, + 0.009891715896935039, + 0.009881566245506061, + 0.009806677944906483, + -0.009805289423010075, + -0.009684009344014798, + -0.009604026044218403, + -0.009494046714284178, + -0.009465318335928036, + -0.009465034083571189, + -0.009408542435255464, + 0.009371328217960143, + -0.009288097990059994, + -0.009278381978585323, + 0.009263968031290157, + -0.009240387317065465, + -0.009191272775551396, + 0.00917592714357935, + -0.00901517193866863, + -0.009008806484707872, + -0.008972251792976279, + -0.008920946404363046, + -0.008808368582935714, + -0.008688577250046688, + 0.008625852372411971, + 0.008611520455439147, + 0.008577624166464267, + 0.008522806288685375, + -0.00851978377037856, + -0.008482186856633227, + -0.008439374325119951, + 0.00843525693119051, + -0.008381659990412287, + -0.008344238458849353, + 0.008340664844126594, + -0.008303459864640437, + -0.008239051455766725, + 0.008200463820366837, + -0.008151503918520549, + -0.008122411821569687, + 0.008057066459317277, + -0.008020374476212032, + 0.00792843678248935, + 0.007902005222533464, + 0.007867251696907985, + -0.007795752604651579, + 0.007756333001788354, + 0.007577575560060946, + 0.007523249503990673, + -0.007515414663612849, + -0.007414724535683913, + -0.007368455416497709, + 0.007351108380942533, + 0.007346297837565579, + 0.007275923647135854, + -0.007167188199808199, + 0.00716102222063343, + 0.007143941885099232, + 0.007099076575376312, + -0.007094500805066937, + 0.0069815600736795195, + 0.006926519337242256, + 0.006900590788025916, + -0.006857331218740583, + -0.006812435716734073, + -0.006760940826469806, + 0.006741216168094104, + 0.006685387272604443, + 0.006659534432860217, + -0.006617217948271172, + 0.0065795602969266126, + 0.006555125177993263, + 0.006554545226479195, + -0.006551861962031088, + 0.006550377684267043, + 0.006474189290550198, + -0.006410698608275662, + 0.006402423737481868, + 0.0063359962118625665, + -0.006277443647982519, + 0.006259087314645436, + -0.006252043879747121, + 0.006247564976049348, + 0.006224800691125997, + -0.006110454978310117, + 0.006100619313704623, + 0.006094658041626858, + -0.006041581778761101, + 0.006040283305794432, + 0.006036949323960838, + -0.005987672114838414, + 0.005937648105622436, + -0.0059255213492804175, + -0.005871287342728793, + 0.005866998188216578, + 0.005854407013757533, + 0.005853433843073533, + 0.005839352111851008, + -0.005815683988151376, + -0.005769428496889298, + -0.005754708670432681, + -0.005724177278197415, + -0.005720666835402419, + -0.005644696456878662, + 0.0056442226382087835, + -0.0056441347350084155, + 0.0056335812219495155, + 0.005573783454983698, + 0.005491277803020654, + -0.00548677629474658, + 0.005372768333305293, + -0.005338686109931662, + 0.005307626148110003, + 0.005267636428465551, + -0.005258715676969378, + 0.005255607405331724, + 0.0052332879963978675, + 0.0052267382255317685, + 0.00521844355332749, + -0.005178474452470367, + -0.005030648166441819, + -0.005022073435364488, + 0.00500644036152215, + 0.004996925909654613, + -0.004977931891408654, + -0.004957129536809601, + 0.0049559197250329525, + 0.004937111992670553, + 0.004898611093704163, + 0.004891757157236385, + -0.0048631786222309605, + -0.004854778325483051, + -0.004852697411569421, + -0.004834995188343512, + 0.004813093228973398, + 0.004809089091754727, + -0.004801335416712998, + -0.004788216634131437, + -0.004767586832305076, + 0.004758823514486176, + -0.004736390352620633, + 0.004735922209159588, + 0.00472663206731024, + -0.004726599686493741, + -0.004690144304914886, + 0.00468260317994693, + -0.004663145612680027, + -0.0046579169462034236, + -0.004655412020883672, + 0.004628205560785182, + -0.004616217181179793, + 0.004572722665036052, + 0.0045554931498326635, + 0.004535246095427227, + 0.004533279473354243, + 0.004520915734446963, + -0.0044802937061848664, + -0.004475146122355555, + 0.00447194535341423, + -0.004451533712034348, + 0.004450954004798294, + -0.004447137613468418, + -0.004413499605030226, + 0.0043963773279572915, + 0.004391287440702399, + -0.004385523276970829, + -0.004384700432147592, + -0.004361862815970898, + 0.004361827044343647, + 0.004354854042687569, + -0.004343494885473088, + 0.004309318599750877, + 0.004307865102552907, + -0.004294872775871569, + -0.0042752350074537785, + 0.004268793040741281, + -0.004256204574416377, + -0.004225375713657372, + -0.004211209509545322, + -0.004174102323674917, + -0.004165232131328117, + 0.004151265616211693, + -0.004148609094578716, + -0.004129315873887552, + -0.004089722097938884, + 0.004062341489233089, + -0.004060421914690503, + 0.0040529542135665396, + -0.004041876533752432, + -0.004013152316772655, + -0.003967164422933752, + 0.003951445797843778, + 0.003939462191738448, + -0.003909858594488213, + -0.00390886692060938, + 0.0039060201005489837, + -0.0038801270730950263, + -0.0038563829622839125, + 0.003853490247814414, + 0.0038179193842991523, + 0.003795632706114924, + -0.003780821861917845, + -0.003771436867820533, + -0.0037594733735832634, + 0.0037475163176889596, + 0.0037290122346209337, + -0.0037077386728336993, + 0.0036971668483359765, + 0.003678308441160246, + -0.0036461626185063166, + -0.0036351052359996105, + -0.003632582391843686, + 0.0036218334293402934, + 0.0035984298951755997, + -0.0035835786066451235, + 0.003580681289990696, + -0.0035674614570831184, + -0.0035471280003566046, + 0.00353618848870056, + 0.003533803121527999, + 0.003512778742189414, + -0.0035045562828143976, + -0.0034911124833021828, + -0.0034885590750120036, + 0.003484581507942553, + 0.0034759825523768386, + -0.003460317277550077, + -0.0034567011388526954, + -0.0034561313712041684, + -0.003454204777470408, + 0.003449826301025206, + 0.003443749491446618, + -0.0034371061226185725, + 0.0034335097588283118, + 0.0034202285594789558, + 0.0034157374076582395, + 0.0034086996944184427, + 0.0034036114488751367, + -0.0033951442159120683, + 0.0033327999169184786, + -0.003331183078709408, + -0.003319045556947457, + 0.0032798965177264668, + -0.0032635347371966343, + 0.0032630759499444498, + 0.0032613951621656176, + -0.0032094010662787466, + -0.003203665090959783, + 0.0031968828716791107, + 0.0031903789674656916, + -0.0031409974330479833, + -0.0031072892495665467, + -0.0031035025003402755, + -0.0030861111533195032, + 0.003081333010971125, + 0.003077665998638274, + -0.0030667941270289554, + 0.003016832536590101, + -0.0029771225075973444, + -0.0029715007582178316, + 0.002969276821994429, + 0.002961101445532507, + 0.002942142753587116, + -0.0029404161215406503, + -0.002923989513316244, + -0.0029175138541554977, + -0.0029121566178228896, + 0.002910759840828512, + 0.002909693280460841, + -0.0028995324138717253, + -0.002887974840206984, + -0.0028730212219046296, + 0.002872747071603751, + -0.002863961377304333, + -0.0028477488454037914, + -0.002840789865525521, + 0.0028239681888419677, + -0.00281656028517695, + -0.002809782066746279, + 0.0028038141028377036, + 0.0027905258654787697, + 0.0027700687590612788, + 0.002764481287666082, + 0.00276296883388982, + 0.0027557888939870588, + -0.0027355484536668493, + 0.0027257676333184338, + -0.002720284238864169, + 0.0027078749202684186, + -0.0027054896971588807, + 0.002694770767049386, + -0.002683688553447518, + 0.0026818364330852876, + -0.002672732025781085, + -0.002668846344352951, + 0.0026605692376847605, + 0.0026232405114619503, + -0.002618421833061781, + -0.0026035492032935705, + -0.002595500980355586, + 0.002588662888712667, + -0.0025758452732800633, + -0.002570707525078891, + 0.002550150880350725, + 0.002543934468018586, + -0.0025311290287122505, + -0.0025074994942024514, + -0.00250562660309644, + 0.0025055606648794583, + -0.0024951945018681925, + -0.002494056034539368, + 0.002476387779081749, + 0.002473918882312206, + -0.002463388701641784, + -0.0024604925837808838, + 0.00241960793791018, + -0.0024179652376639703, + 0.002414705362384104, + -0.0024129189375595677, + 0.002389969639964674, + 0.002377034529083047, + -0.002364655160899458, + -0.0023284946113890192, + 0.002322112873339409, + 0.002309526877964356, + 0.002300957935165016, + -0.0022913287133626693, + 0.0022846545036976714, + -0.0022814308878217867, + -0.0022788215343667517, + 0.002265956696987538, + -0.002260945299819852, + 0.0022587392536121405, + 0.0022477364820193014, + 0.0022222230254128495, + 0.002213357678574663, + 0.002206949901155152, + 0.002201611405110831, + 0.002201448018871966, + 0.0021882972307496816, + 0.002186775806140775, + 0.0021752894932545786, + -0.002166715547266041, + -0.0021658837166818883, + -0.0021565023874565393, + 0.00215385562344971, + -0.0021490406222965256, + -0.0021458284073779155, + -0.0021366146688592655, + -0.002125766964465275, + 0.0021220125302929462, + -0.0021185433026697903, + -0.002113636986064191, + -0.0021107696653353365, + -0.002108898915504116, + -0.002096057786476258, + 0.002076261917623486, + 0.0020749301908063664, + 0.002062003321699318, + 0.002030741462395318, + 0.0020291205119332308, + 0.0020227230001768812, + -0.0020119432615667496, + -0.0020017205398388193, + -0.0019956561948911438, + 0.0019935153158809693, + -0.0019871846716308346, + -0.001979875115896913, + 0.0019787767516221085, + -0.001977176452349064, + 0.0019574133951577783, + 0.0019530883056041023, + 0.0019495931622717038, + -0.0019418311272200231, + -0.001939448057357472, + -0.001935932257477776, + -0.001935179177941653, + 0.0019319233300246744, + -0.0019265175925030711, + -0.0019205507469507042, + -0.001913116393394542, + -0.0019103838223598695, + 0.0018903220703347832, + -0.0018802551337501765, + -0.0018788668915586417, + 0.001864660981532516, + -0.0018597429258285039, + 0.0018583689297688147, + -0.0018554117843817416, + 0.001854906535024368, + -0.00182859049034961, + 0.0018264495282470554, + -0.001822586647373175, + 0.00181932595328325, + -0.0018152192478930018, + 0.0018079747338714317, + -0.0017989841187710162, + 0.0017788944371091141, + -0.0017748729708081026, + 0.001767907129362747, + 0.0017611767957429697, + 0.0017519538098509887, + 0.0017450365433212872, + -0.0017359872525880165, + 0.0017340463598471889, + 0.0017249677338476693, + 0.0017186403265992223, + 0.0016972458049324575, + 0.0016956211606201526, + -0.0016888758260150069, + -0.0016807704562338602, + 0.0016759414347157252, + -0.0016740287465408033, + 0.0016540250768730291, + 0.0016492055582604233, + 0.001646980679554337, + -0.0016317212119043843, + 0.0016169162076416599, + 0.0016023361047679064, + 0.0015973625396045162, + 0.0015956568322106235, + -0.0015923969193647684, + 0.0015899706304901993, + 0.0015887980319745961, + -0.0015781079035421088, + 0.001572711064673281, + 0.0015726440784857086, + -0.0015711518151023058, + -0.0015679263061810795, + -0.001565725384900063, + 0.0015536297195408548, + 0.0015471257894594315, + 0.001540778556402594, + -0.001525513840450987, + 0.0015216827226106327, + 0.001518334150990859, + 0.0015182438244630463, + 0.0015160674824348454, + 0.0015109895795875838, + -0.0015083703407956553, + -0.0015051664548898856, + -0.0015007404042335349, + -0.0014964147097349329, + 0.0014893104657091327, + 0.0014879759097839245, + 0.0014858600065225424, + 0.0014754122068087701, + 0.0014744824689646198, + 0.0014643563928981613, + -0.0014625731384025138, + -0.0014601931444854738, + -0.0014596554467855316, + -0.0014572290416943654, + -0.0014556229613117522, + 0.0014539117573029944, + 0.0014494653271534743, + -0.0014360265214861717, + 0.0014347485868411172, + 0.0014232019344540894, + 0.0014212560846358629, + 0.0014212154282734874, + -0.0014155464029624802, + -0.0014088336699407563, + 0.0013980898952945823, + -0.0013894691110459365, + 0.0013827353083801853, + -0.0013752857194057036, + -0.0013745881546053957, + -0.0013737151940126755, + 0.0013730121160310247, + -0.0013724448686365204, + 0.001361524524574028, + 0.001359002464918986, + -0.0013445813681902347, + 0.0013371750371880017, + 0.0013358787720557162, + -0.0013163326379126287, + -0.0013125657839466022, + -0.0013105426501099653, + 0.0013099719126404706, + 0.0013065641793390524, + 0.0013064102770119067, + 0.001295504628494921, + 0.001288721380395802, + -0.001279900742090766, + 0.0012667917555328923, + 0.0012658105531488124, + 0.0012654329342003997, + -0.001261003244270855, + 0.0012565151509594153, + -0.0012502364304705072, + 0.001249369756445393, + -0.0012471068962840858, + 0.001244131392285408, + -0.0012406188105513391, + 0.0012400260238634045, + -0.001239555694660058, + -0.0012392646678641953, + 0.0012282024200359757, + 0.0012253593216553233, + -0.0012240044854182565, + 0.0012215816961070177, + 0.0012207050745404707, + -0.0012016712471170463, + 0.0011956483650223714, + 0.0011915051013126003, + 0.0011856913242758863, + 0.0011808925876828104, + -0.0011806421002877729, + -0.001165027735775705, + 0.0011645930814775211, + -0.0011584320378413262, + 0.001157523148423859, + -0.0011540399430140602, + 0.0011529050738492961, + -0.0011450851022981785, + -0.0011422867988446356, + 0.0011402506038412957, + -0.0011231413334755979, + 0.0011137346184680282, + -0.0011053611690535132, + 0.0011022282666602811, + -0.0011020934915197279, + -0.0010938953779904138, + 0.0010927319112262902, + 0.0010926332753557009, + -0.0010914572127028815, + 0.001080807782569463, + -0.0010786601779310654, + 0.0010723204479210376, + -0.0010611265113318555, + -0.0010587095625795048, + -0.0010499887586418284, + -0.0010498740940669314, + 0.001046157444934782, + -0.0010388580275111996, + 0.0010330485723747014, + -0.0010315516695436136, + -0.0010238319832113923, + 0.0010203922330223464, + 0.001012836328587848, + 0.0010121134412260327, + 0.001009534519550524, + -0.0010007208129955282, + -0.0009990905685753572, + 0.000994901778125178, + 0.0009946490343973645, + 0.000992110168872369, + -0.0009892221783456415, + 0.0009774518409094806, + 0.0009742376915115564, + 0.0009739763368524461, + 0.0009715269180548159, + 0.0009673961138284661, + 0.0009643157057479794, + -0.0009628805323481594, + -0.0009528758075868661, + 0.0009506211646120005, + 0.0009472823939255121, + -0.0009468983388691034, + 0.0009427778967113234, + 0.0009394400017825832, + -0.0009356415465910065, + -0.0009327818505116141, + -0.000923154047718187, + -0.0009200521910700097, + -0.0009158294290696194, + -0.0009155280897692724, + -0.0009130706014264471, + 0.0009100402744587066, + 0.000907370612785496, + -0.0009023537689576241, + 0.0008948228634146672, + -0.0008916667718800489, + 0.0008896270177191159, + 0.0008893084937395666, + -0.0008828233886179598, + 0.0008812119383631275, + 0.0008800756716141262, + 0.0008785159817919834, + -0.0008754654648701493, + -0.0008740237986602678, + 0.0008667926063588515, + -0.0008651635543833368, + 0.0008634039480678019, + 0.0008629585678278896, + 0.000859632179752932, + -0.0008595547599001439, + 0.0008570388485169602, + -0.0008553337481132637, + 0.000855051476997672, + 0.0008492857938905222, + -0.0008454228623523389, + 0.0008412329521634397, + 0.0008399700456369368, + 0.0008391401473911217, + -0.0008326700175854036, + 0.0008322092715847426, + 0.000824464892695887, + -0.0008214814773174648, + 0.0008173713447310115, + -0.00081414429848274, + -0.0008123810512112528, + -0.0008122063076311704, + 0.0008115570480518155, + -0.0008081431328950607, + 0.0008024425920495675, + 0.0007971951480798167, + 0.0007932400792180774, + -0.0007874628741522381, + -0.0007860260983707775, + 0.0007802446158217747, + -0.000779824185037013, + 0.0007771183463490054, + 0.000776218446025411, + -0.0007720462514115851, + 0.0007709157449244392, + 0.0007701237798261864, + -0.0007700397707529837, + -0.0007676552221837445, + 0.0007644947762280968, + -0.0007615660059399939, + -0.000760080358786101, + -0.0007574427323634735, + -0.0007512095330350139, + -0.0007487416886891281, + 0.0007481938864873052, + -0.000746595682096277, + -0.0007461109084002439, + 0.0007459859496532184, + -0.0007419075971290226, + 0.0007412491617234025, + -0.0007344078823828344, + -0.0007326164491293009, + -0.0007314067348408567, + -0.0007274365622393875, + 0.0007273732043348265, + 0.000718206809699455, + 0.0007165129107086224, + -0.0007134941923136914, + 0.000711779477635067, + -0.0007028791814082494, + 0.0007007201782884536, + 0.0006988038471897736, + -0.0006957889219467628, + -0.0006943024078847421, + 0.0006922186380008442, + 0.0006874952381341686, + -0.0006869960968818442, + -0.0006816106918958021, + 0.0006790190367432944, + 0.0006785309700316446, + -0.0006742249741539211, + 0.0006710588744730808, + -0.0006617847068267049, + -0.0006607471590988556, + -0.0006585677171757377, + -0.000656219608423293, + -0.0006557456302300386, + 0.0006542752607400846, + -0.0006522865212946175, + 0.0006517402600085052, + -0.0006486051899461617, + 0.0006466987865620979, + 0.000645091124753346, + -0.0006403276881796903, + -0.00064011336361655, + 0.0006394862493874577, + -0.0006323911752388199, + 0.0006301509541327795, + 0.0006268843903573639, + 0.0006261740476145042, + 0.0006246260205200324, + 0.0006237749273218575, + 0.0006195861191319768, + -0.0006174124346608004, + -0.0006161277689026442, + -0.0006157170322239015, + -0.0006148303655904673, + -0.0006086518417039873, + -0.000604305691245108, + 0.0006034862943380686, + -0.0006030080076830232, + -0.0006001764432294463, + 0.000599924355134931, + 0.0005939763423956281, + 0.0005935099062781864, + -0.0005891328420033483, + 0.0005887405107542042, + 0.0005883187393450828, + 0.0005874246925625569, + 0.0005865020158905093, + -0.0005845440987608701, + -0.0005838261769022184, + 0.0005830472231917545, + 0.0005785837303035696, + -0.0005778491924765461, + -0.0005765802363757858, + 0.0005738327384044921, + -0.0005727345354309247, + 0.000570559503835505, + -0.0005693518954603019, + 0.0005681385508919264, + 0.0005603723246909503, + 0.0005549295552402429, + 0.0005528517924433191, + 0.0005522670809034198, + -0.0005503847652340879, + -0.0005457774797177819, + 0.0005351280218965683, + 0.0005347781229780289, + 0.0005333813226001443, + -0.0005320253622248056, + 0.0005298721001276375, + -0.0005280078233712597, + -0.0005267370326554261, + -0.0005205802382732088, + 0.0005186641514236479, + 0.000518626417397135, + 0.0005144334969922767, + 0.0005114719030213305, + 0.0005073325159845354, + 0.0005070799685451123, + -0.0005069390229479325, + 0.0005054877667117604, + -0.0005027697595190979, + -0.0005024052502521288, + -0.0004982585197968565, + -0.0004959247733930862, + 0.0004956193188327882, + 0.0004921613387434165, + -0.0004909065037252624, + 0.0004896939598290475, + -0.0004888192304260722, + 0.0004884016347202838, + 0.00048721991224556576, + 0.0004864654403782378, + -0.00048559060833477485, + 0.00048440821606282304, + -0.00048417007500152265, + 0.0004824605359634241, + 0.000481217212966434, + 0.00047394308906854784, + 0.00047392699189621686, + -0.00047369108780917686, + -0.0004716768244091456, + 0.00047015348214067966, + -0.0004679767670238131, + 0.000464832637334801, + 0.0004644584406933949, + 0.0004630420841141337, + -0.000462864486672489, + 0.0004623407974303394, + -0.0004529946418946394, + 0.0004525736017662319, + 0.0004509970425111053, + 0.00045087743249617616, + -0.0004499356261332702, + 0.0004454867064287369, + 0.0004446046840196808, + -0.0004441533983489515, + 0.0004408508044932021, + -0.0004394281598364745, + 0.0004366664422521054, + -0.0004332709043183904, + 0.0004319058933661568, + -0.00042774991928836434, + 0.0004242861673599642, + 0.00042393425280054975, + 0.0004215915319535989, + -0.0004214335077673019, + -0.00041419019227126384, + -0.0004103976910804767, + 0.0004097579130489922, + 0.0004052343995507118, + 0.000402034775247123, + -0.000395787189279995, + 0.00039378949729215593, + -0.000392870178400801, + -0.0003906530390860879, + -0.0003899639016465305, + -0.0003896902185327958, + 0.00038739776045963135, + 0.0003872236249873145, + 0.00038467901110790493, + 0.0003828070391780328, + -0.00037983819393944606, + -0.0003788617496504335, + 0.00037396429780014865, + 0.0003737843989408366, + 0.00036954597132891654, + -0.0003671546808965637, + 0.0003666987736295361, + 0.0003656505176642095, + -0.00036454376129086086, + -0.0003622531854719592, + -0.00035797817259091287, + -0.00035718394453075863, + 0.0003560756474238576, + 0.0003553727658202543, + -0.00035393590033142247, + 0.00035278120587994464, + 0.00035195797228325116, + -0.00035064949224171513, + -0.0003481461284709127, + -0.00034737401327408264, + -0.00034495354212648433, + -0.00034265145972732763, + -0.0003338724557487917, + -0.0003325850544071703, + 0.00033168210338393604, + 0.0003303901718065304, + -0.0003296045792289369, + 0.00032878530173789113, + 0.0003270646954881967, + -0.00032626734053981226, + 0.00032396558736352024, + -0.00032394421792547774, + 0.00031698854583365186, + -0.00031663363778171294, + 0.0003152675987781775, + 0.00031400876457756246, + -0.0003124742472056097, + -0.0003096435457983229, + -0.0003081367401403906, + 0.0003063360176395724, + -0.000304673908702749, + -0.0003026863464214379, + -0.0003014420960362861, + 0.00029978408963300473, + -0.0002973064363973925, + 0.0002944190630528616, + -0.00029318761976493006, + -0.0002929513481903183, + 0.00029194227624011146, + 0.00028709835512122334, + 0.0002864313126595913, + 0.00028351079733323524, + 0.00028236085908899894, + 0.00028044900271570076, + 0.00027677544459311096, + 0.00027621093478937973, + 0.00027512467860255356, + -0.000274920964271031, + -0.00027361785350781833, + -0.0002730355520508417, + 0.0002726821890747114, + -0.00027043124076725077, + 0.00026414278853716545, + -0.0002630150060805437, + -0.00026144034967335287, + 0.00026085871017920075, + -0.000260500182974975, + 0.00026012484080736425, + -0.0002585792402961082, + -0.00025360901791187345, + -0.0002526687525055935, + 0.0002523595159903871, + -0.00025053181772679043, + 0.00024949388323390983, + -0.00024732717839168834, + 0.0002458415715501573, + 0.000245064988681342, + 0.00024468200980434085, + 0.00023433185553718355, + -0.0002342630818618708, + 0.00023399024190199513, + 0.00023144510155638284, + -0.00022898447884714534, + 0.00022893517899373662, + 0.00022824989418464812, + 0.00022588936966321264, + 0.00022470929442640247, + 0.00022213505760321317, + 0.00022193520795816746, + -0.00022178300154291307, + -0.0002201609820580827, + 0.0002179005170027433, + -0.00021743961000678035, + 0.0002173639853045132, + 0.00021569985856229073, + -0.00021533771620595656, + 0.00021430044514416868, + -0.00021402834983799595, + 0.00021375705145658644, + -0.00021019722483152985, + -0.00020427518691570635, + -0.00020119709410671837, + 0.0002002083294497912, + 0.00019870010638585957, + -0.00019840055081204333, + 0.00019761409676307442, + 0.00019740474793896107, + 0.00019736331220720542, + 0.0001963359924220671, + -0.0001959056678302792, + 0.00019534064143355935, + 0.00019478115137220586, + 0.00019467467661384545, + 0.0001890973752469622, + 0.00018867687916953164, + 0.0001841540797815116, + -0.0001835614355979769, + 0.00018194122714028287, + 0.00018123044451485274, + 0.0001773168919999868, + 0.0001766324773895545, + -0.0001763161313182045, + 0.00017505097451929875, + -0.0001744583535985595, + -0.0001739728554841528, + -0.00017086575208982355, + 0.00016798603267421784, + 0.00016754871663906556, + 0.00016671408147526768, + -0.00016274488923019465, + 0.00016187947444971598, + 0.0001616687517708185, + 0.0001616618691299574, + 0.00016096371153224214, + 0.00016037159718433925, + 0.00015803663952910482, + 0.00015767617582312132, + 0.00015767440779912873, + -0.0001556465235214222, + -0.0001551614838127525, + 0.00015459356941574648, + -0.00015348821308835937, + -0.00015303697184900438, + -0.0001492884725007028, + 0.00014901821986283974, + -0.0001488942553883555, + -0.00014782581491596013, + 0.00014750518676326846, + -0.0001461644208927856, + 0.0001459469746897389, + 0.00014457107816877624, + 0.00014452418997651657, + 0.00014298440178718458, + 0.0001423740108539573, + 0.00014218599128626428, + 0.0001401594395347173, + 0.0001382436205778936, + 0.0001369917792496912, + 0.00013529040421936085, + 0.00013504617498511648, + -0.00013026173874545612, + 0.0001268324515456505, + -0.0001254681910962746, + 0.00012364133461363654, + 0.00012248328190725917, + 0.00012213428401831807, + -0.00011715608401046575, + 0.0001156457394235576, + 0.0001155879273921601, + -0.00011378444585556955, + 0.00011340101549298547, + -0.00011100759804814607, + -0.00011088520301270857, + 0.00010999861969520795, + -0.00010791631376537233, + -0.00010736115134400141, + -0.00010478137766396523, + 0.0001029061417251883, + 0.00010233083005802998, + 0.00010167535580557557, + -0.00010106407273994046, + 0.0001006280043779368, + 0.00010049328912793863, + 0.00010006685613099833, + -9.99617187848789e-05, + -9.9309177701629e-05, + 9.929563436211201e-05, + 9.58328353771128e-05, + -9.456950858052315e-05, + 9.447987600358956e-05, + 9.412983967695705e-05, + 9.364076105655502e-05, + -9.053980991923943e-05, + 8.900980020886732e-05, + -8.858311322624042e-05, + 8.789520342166277e-05, + 8.57879781096728e-05, + 8.48490005911339e-05, + 8.418905405619802e-05, + -8.312740131037602e-05, + 8.224881047214826e-05, + -8.080306444487735e-05, + 8.046006432777397e-05, + 8.042630655232517e-05, + 7.809063959559276e-05, + 7.711403161884646e-05, + -7.691475491244377e-05, + -7.642715828923267e-05, + 7.459513235041551e-05, + 7.452313696885132e-05, + 7.247960763855976e-05, + 7.111325104774648e-05, + -7.09092776285524e-05, + 6.886169232330965e-05, + 6.799920810694388e-05, + 6.755599684526792e-05, + -6.65653656305801e-05, + 6.601901441321845e-05, + -6.565337192150026e-05, + -6.544080682066285e-05, + 6.51956565513308e-05, + 6.502385603527525e-05, + -6.495430798193942e-05, + -6.492657396601164e-05, + 6.482062956682019e-05, + -6.433726304139466e-05, + 6.412753318286941e-05, + -6.350025263376536e-05, + -6.297942053996061e-05, + -6.23640910364501e-05, + -6.166099648249591e-05, + 6.058305949980063e-05, + 6.055971770600464e-05, + -6.0089411486159715e-05, + -5.9993682051470105e-05, + -5.968728319906363e-05, + -5.9654571823946255e-05, + 5.8143834772103806e-05, + -5.812879498228018e-05, + -5.7926116960038735e-05, + -5.766675087807209e-05, + 5.7277893141534174e-05, + 5.709789914686039e-05, + -5.661791849791272e-05, + 5.637949139990655e-05, + 5.560416775457643e-05, + -5.4727662407817955e-05, + -5.379430155015762e-05, + -5.305893131838241e-05, + -5.28901660629118e-05, + -5.239730590938116e-05, + 5.1960927250846523e-05, + 5.1868718745063824e-05, + 5.173321025419257e-05, + -5.1264648515428366e-05, + -5.0048473497082125e-05, + -5.004242583851071e-05, + 4.9892381479859504e-05, + 4.9616649407031474e-05, + 4.956937817616617e-05, + -4.858356910111609e-05, + 4.799203392132189e-05, + 4.764719659098451e-05, + 4.743799590836368e-05, + 4.644215731352125e-05, + 4.6119779223989367e-05, + 4.449444654850684e-05, + 4.4314016430434314e-05, + 4.1148976341691874e-05, + -4.084541983141454e-05, + 4.083301513841567e-05, + 4.011768361011874e-05, + -3.884117408020002e-05, + -3.812395990679488e-05, + -3.7763435372182985e-05, + 3.755845833736391e-05, + 3.751707455193709e-05, + 3.679998721074395e-05, + 3.638708453716074e-05, + 3.4880873000940565e-05, + -3.435913892246718e-05, + -3.408738508737215e-05, + -3.383836725736617e-05, + -3.3774701503868475e-05, + 3.295414486699806e-05, + -3.2447536490016647e-05, + 3.209116811606859e-05, + 3.204320905714364e-05, + -3.20405913175397e-05, + 3.196402082928561e-05, + 3.10295275059872e-05, + -2.9895453157145716e-05, + -2.9588002341812242e-05, + -2.917787902517261e-05, + -2.8880163930505802e-05, + 2.867044619067029e-05, + -2.8212311734049117e-05, + -2.702887520684139e-05, + 2.6949039307323427e-05, + 2.6053865662942803e-05, + -2.5760432941978235e-05, + -2.3958914399534247e-05, + 2.2968639089288195e-05, + -2.2805038799388066e-05, + -2.2688476869777753e-05, + -2.257935983141555e-05, + 2.2410298620368946e-05, + 2.231244846857002e-05, + 2.2096983090623007e-05, + 2.1882469559659457e-05, + 2.1314893528961087e-05, + -2.10301292006642e-05, + 2.0800892333596843e-05, + 1.9183687656452406e-05, + -1.7821797386994752e-05, + -1.7677544110122403e-05, + -1.715794587817876e-05, + -1.7121364800274736e-05, + -1.7024625836543716e-05, + -1.647573772540804e-05, + -1.646449529627459e-05, + 1.64320690309456e-05, + 1.595886154765719e-05, + -1.5521264492408606e-05, + 1.4567238877613197e-05, + 1.4535297179989876e-05, + 1.4441963196521392e-05, + -1.4096418361634407e-05, + 1.3911378310479176e-05, + 1.3767902920261213e-05, + 1.3331153214673831e-05, + 1.2099775809316183e-05, + 1.1986164084471083e-05, + -1.1819427126501184e-05, + 1.160324430394499e-05, + -1.13880973919806e-05, + -1.1288480523840037e-05, + 1.0949173491497296e-05, + -1.0908821244020547e-05, + 1.0074966296959893e-05, + 9.985045904033499e-06, + 9.807695831435153e-06, + 9.692557467473255e-06, + -9.179778089441698e-06, + -9.177819424407875e-06, + -9.031334029996953e-06, + -8.989434743272785e-06, + -8.870442542587833e-06, + -8.742514709586056e-06, + -8.662581140364085e-06, + -8.51757432492176e-06, + 8.396620848559678e-06, + -8.11230647411617e-06, + 7.689493944843993e-06, + 7.5555283415912715e-06, + -7.289270523938369e-06, + 7.057898062993372e-06, + 7.016464489091015e-06, + 7.003115676093532e-06, + 5.758607413615773e-06, + -5.681403402510411e-06, + 5.666085324674144e-06, + -5.181716518495779e-06, + 5.104355102682174e-06, + 4.925970035217965e-06, + -4.770282584966096e-06, + 4.5590305626032e-06, + 4.480081605794558e-06, + -3.943564335879626e-06, + 3.6002132697689785e-06, + -3.370213422434369e-06, + -3.3493276445694956e-06, + -3.300177936615294e-06, + 3.268820481960514e-06, + 3.0480596633320996e-06, + 3.0094832387849176e-06, + -2.835690232437653e-06, + -2.557070508450388e-06, + -2.50906823305925e-06, + -2.3555346730145927e-06, + 2.29639073476815e-06, + 2.100562418191642e-06, + 1.98095898749607e-06, + -1.8928968937332222e-06, + -1.8664369308399676e-06, + -1.8492029894040669e-06, + 1.4857113184297839e-06, + -1.4350244969003418e-06, + 1.4310477779253286e-06, + 1.274117165208862e-06, + 1.273500445304535e-06, + 7.538121625642701e-07, + -7.485667382041759e-07, + 7.282406335395844e-07, + 6.666615243414103e-07, + -6.581871145142022e-07, + -6.12749199845128e-07, + -6.054601856054272e-07, + 5.428700632095913e-07, + 4.0648455997595395e-07, + 3.6226532370092204e-07, + 3.566104811840302e-07, + -3.3444571586005015e-07, + -3.3009742094686e-07, + 3.0888959232931784e-07, + 2.3145565726172167e-07, + 1.962239151315945e-07, + -1.8052971571864508e-07, + 1.1548423373495475e-07, + -1.028110319228691e-07, + 8.597070267928256e-08, + 8.31594476913628e-08, + 3.557500493100714e-08, + -3.475438664172471e-08, + 2.6186498210546173e-08, + -2.2898621121166153e-09 + ], + "Absolute Coefficient": [ + 0.03860184129674409, + 0.03737821328256038, + 0.031618606843779, + 0.030866816427087797, + 0.029754344928997045, + 0.0287385089784306, + 0.02852484630638857, + 0.027652379542155197, + 0.026268255286661032, + 0.025158666867273666, + 0.025073352416093472, + 0.02496715311105946, + 0.024515045376465202, + 0.024408713280943798, + 0.024241252178858953, + 0.02407210696514191, + 0.02380274232110776, + 0.02362026979861724, + 0.023551851778984625, + 0.02329442796732413, + 0.02312324354536409, + 0.022225025163764997, + 0.02202679307307166, + 0.021553043051065448, + 0.021102360422603005, + 0.02094886193761466, + 0.020657324589934897, + 0.020193066052422097, + 0.019878798623885405, + 0.01957834351293555, + 0.019474264669193025, + 0.019005537917874304, + 0.018826081720999956, + 0.01866149866270956, + 0.018524546123314226, + 0.018261421894453022, + 0.018196632451976096, + 0.01772035226940108, + 0.017559540276707537, + 0.01743671103527062, + 0.01664744427997851, + 0.016366974310608507, + 0.01628025273873348, + 0.0162223085532559, + 0.01596273372350734, + 0.01590598249315004, + 0.015884255036659873, + 0.015826957585004662, + 0.01544924691614882, + 0.015344689843716454, + 0.015253209380570596, + 0.015134645420509584, + 0.014902563407479774, + 0.014835805604516463, + 0.014745249877045445, + 0.014626708346391204, + 0.014553312013864032, + 0.014145491364224421, + 0.01391118633559698, + 0.013620480542359696, + 0.013557423215437738, + 0.01339821022614741, + 0.013321801686920832, + 0.013004059106887783, + 0.012888396842804458, + 0.012840556606008677, + 0.012834087644766125, + 0.012750189589380496, + 0.012727052659358066, + 0.01269432631411385, + 0.012646790952925048, + 0.012490958061203143, + 0.01238122479144281, + 0.012313743219955018, + 0.012016235370644342, + 0.01186562099880032, + 0.011864237524729693, + 0.011837418540554237, + 0.011814012370572894, + 0.011774543755835712, + 0.011711727785424666, + 0.011662832096658323, + 0.011552465440320809, + 0.011419879046461289, + 0.011296678732567764, + 0.01125108196741606, + 0.011131764264661372, + 0.011071387284366631, + 0.011026132742178802, + 0.011012458500393922, + 0.01088498081141163, + 0.010829777891807831, + 0.010763189366159439, + 0.010592193386838603, + 0.010502297579791226, + 0.010452622583282806, + 0.010426314944688176, + 0.010169761647553495, + 0.010092655127546929, + 0.009959399676775164, + 0.009891715896935039, + 0.009881566245506061, + 0.009806677944906483, + 0.009805289423010075, + 0.009684009344014798, + 0.009604026044218403, + 0.009494046714284178, + 0.009465318335928036, + 0.009465034083571189, + 0.009408542435255464, + 0.009371328217960143, + 0.009288097990059994, + 0.009278381978585323, + 0.009263968031290157, + 0.009240387317065465, + 0.009191272775551396, + 0.00917592714357935, + 0.00901517193866863, + 0.009008806484707872, + 0.008972251792976279, + 0.008920946404363046, + 0.008808368582935714, + 0.008688577250046688, + 0.008625852372411971, + 0.008611520455439147, + 0.008577624166464267, + 0.008522806288685375, + 0.00851978377037856, + 0.008482186856633227, + 0.008439374325119951, + 0.00843525693119051, + 0.008381659990412287, + 0.008344238458849353, + 0.008340664844126594, + 0.008303459864640437, + 0.008239051455766725, + 0.008200463820366837, + 0.008151503918520549, + 0.008122411821569687, + 0.008057066459317277, + 0.008020374476212032, + 0.00792843678248935, + 0.007902005222533464, + 0.007867251696907985, + 0.007795752604651579, + 0.007756333001788354, + 0.007577575560060946, + 0.007523249503990673, + 0.007515414663612849, + 0.007414724535683913, + 0.007368455416497709, + 0.007351108380942533, + 0.007346297837565579, + 0.007275923647135854, + 0.007167188199808199, + 0.00716102222063343, + 0.007143941885099232, + 0.007099076575376312, + 0.007094500805066937, + 0.0069815600736795195, + 0.006926519337242256, + 0.006900590788025916, + 0.006857331218740583, + 0.006812435716734073, + 0.006760940826469806, + 0.006741216168094104, + 0.006685387272604443, + 0.006659534432860217, + 0.006617217948271172, + 0.0065795602969266126, + 0.006555125177993263, + 0.006554545226479195, + 0.006551861962031088, + 0.006550377684267043, + 0.006474189290550198, + 0.006410698608275662, + 0.006402423737481868, + 0.0063359962118625665, + 0.006277443647982519, + 0.006259087314645436, + 0.006252043879747121, + 0.006247564976049348, + 0.006224800691125997, + 0.006110454978310117, + 0.006100619313704623, + 0.006094658041626858, + 0.006041581778761101, + 0.006040283305794432, + 0.006036949323960838, + 0.005987672114838414, + 0.005937648105622436, + 0.0059255213492804175, + 0.005871287342728793, + 0.005866998188216578, + 0.005854407013757533, + 0.005853433843073533, + 0.005839352111851008, + 0.005815683988151376, + 0.005769428496889298, + 0.005754708670432681, + 0.005724177278197415, + 0.005720666835402419, + 0.005644696456878662, + 0.0056442226382087835, + 0.0056441347350084155, + 0.0056335812219495155, + 0.005573783454983698, + 0.005491277803020654, + 0.00548677629474658, + 0.005372768333305293, + 0.005338686109931662, + 0.005307626148110003, + 0.005267636428465551, + 0.005258715676969378, + 0.005255607405331724, + 0.0052332879963978675, + 0.0052267382255317685, + 0.00521844355332749, + 0.005178474452470367, + 0.005030648166441819, + 0.005022073435364488, + 0.00500644036152215, + 0.004996925909654613, + 0.004977931891408654, + 0.004957129536809601, + 0.0049559197250329525, + 0.004937111992670553, + 0.004898611093704163, + 0.004891757157236385, + 0.0048631786222309605, + 0.004854778325483051, + 0.004852697411569421, + 0.004834995188343512, + 0.004813093228973398, + 0.004809089091754727, + 0.004801335416712998, + 0.004788216634131437, + 0.004767586832305076, + 0.004758823514486176, + 0.004736390352620633, + 0.004735922209159588, + 0.00472663206731024, + 0.004726599686493741, + 0.004690144304914886, + 0.00468260317994693, + 0.004663145612680027, + 0.0046579169462034236, + 0.004655412020883672, + 0.004628205560785182, + 0.004616217181179793, + 0.004572722665036052, + 0.0045554931498326635, + 0.004535246095427227, + 0.004533279473354243, + 0.004520915734446963, + 0.0044802937061848664, + 0.004475146122355555, + 0.00447194535341423, + 0.004451533712034348, + 0.004450954004798294, + 0.004447137613468418, + 0.004413499605030226, + 0.0043963773279572915, + 0.004391287440702399, + 0.004385523276970829, + 0.004384700432147592, + 0.004361862815970898, + 0.004361827044343647, + 0.004354854042687569, + 0.004343494885473088, + 0.004309318599750877, + 0.004307865102552907, + 0.004294872775871569, + 0.0042752350074537785, + 0.004268793040741281, + 0.004256204574416377, + 0.004225375713657372, + 0.004211209509545322, + 0.004174102323674917, + 0.004165232131328117, + 0.004151265616211693, + 0.004148609094578716, + 0.004129315873887552, + 0.004089722097938884, + 0.004062341489233089, + 0.004060421914690503, + 0.0040529542135665396, + 0.004041876533752432, + 0.004013152316772655, + 0.003967164422933752, + 0.003951445797843778, + 0.003939462191738448, + 0.003909858594488213, + 0.00390886692060938, + 0.0039060201005489837, + 0.0038801270730950263, + 0.0038563829622839125, + 0.003853490247814414, + 0.0038179193842991523, + 0.003795632706114924, + 0.003780821861917845, + 0.003771436867820533, + 0.0037594733735832634, + 0.0037475163176889596, + 0.0037290122346209337, + 0.0037077386728336993, + 0.0036971668483359765, + 0.003678308441160246, + 0.0036461626185063166, + 0.0036351052359996105, + 0.003632582391843686, + 0.0036218334293402934, + 0.0035984298951755997, + 0.0035835786066451235, + 0.003580681289990696, + 0.0035674614570831184, + 0.0035471280003566046, + 0.00353618848870056, + 0.003533803121527999, + 0.003512778742189414, + 0.0035045562828143976, + 0.0034911124833021828, + 0.0034885590750120036, + 0.003484581507942553, + 0.0034759825523768386, + 0.003460317277550077, + 0.0034567011388526954, + 0.0034561313712041684, + 0.003454204777470408, + 0.003449826301025206, + 0.003443749491446618, + 0.0034371061226185725, + 0.0034335097588283118, + 0.0034202285594789558, + 0.0034157374076582395, + 0.0034086996944184427, + 0.0034036114488751367, + 0.0033951442159120683, + 0.0033327999169184786, + 0.003331183078709408, + 0.003319045556947457, + 0.0032798965177264668, + 0.0032635347371966343, + 0.0032630759499444498, + 0.0032613951621656176, + 0.0032094010662787466, + 0.003203665090959783, + 0.0031968828716791107, + 0.0031903789674656916, + 0.0031409974330479833, + 0.0031072892495665467, + 0.0031035025003402755, + 0.0030861111533195032, + 0.003081333010971125, + 0.003077665998638274, + 0.0030667941270289554, + 0.003016832536590101, + 0.0029771225075973444, + 0.0029715007582178316, + 0.002969276821994429, + 0.002961101445532507, + 0.002942142753587116, + 0.0029404161215406503, + 0.002923989513316244, + 0.0029175138541554977, + 0.0029121566178228896, + 0.002910759840828512, + 0.002909693280460841, + 0.0028995324138717253, + 0.002887974840206984, + 0.0028730212219046296, + 0.002872747071603751, + 0.002863961377304333, + 0.0028477488454037914, + 0.002840789865525521, + 0.0028239681888419677, + 0.00281656028517695, + 0.002809782066746279, + 0.0028038141028377036, + 0.0027905258654787697, + 0.0027700687590612788, + 0.002764481287666082, + 0.00276296883388982, + 0.0027557888939870588, + 0.0027355484536668493, + 0.0027257676333184338, + 0.002720284238864169, + 0.0027078749202684186, + 0.0027054896971588807, + 0.002694770767049386, + 0.002683688553447518, + 0.0026818364330852876, + 0.002672732025781085, + 0.002668846344352951, + 0.0026605692376847605, + 0.0026232405114619503, + 0.002618421833061781, + 0.0026035492032935705, + 0.002595500980355586, + 0.002588662888712667, + 0.0025758452732800633, + 0.002570707525078891, + 0.002550150880350725, + 0.002543934468018586, + 0.0025311290287122505, + 0.0025074994942024514, + 0.00250562660309644, + 0.0025055606648794583, + 0.0024951945018681925, + 0.002494056034539368, + 0.002476387779081749, + 0.002473918882312206, + 0.002463388701641784, + 0.0024604925837808838, + 0.00241960793791018, + 0.0024179652376639703, + 0.002414705362384104, + 0.0024129189375595677, + 0.002389969639964674, + 0.002377034529083047, + 0.002364655160899458, + 0.0023284946113890192, + 0.002322112873339409, + 0.002309526877964356, + 0.002300957935165016, + 0.0022913287133626693, + 0.0022846545036976714, + 0.0022814308878217867, + 0.0022788215343667517, + 0.002265956696987538, + 0.002260945299819852, + 0.0022587392536121405, + 0.0022477364820193014, + 0.0022222230254128495, + 0.002213357678574663, + 0.002206949901155152, + 0.002201611405110831, + 0.002201448018871966, + 0.0021882972307496816, + 0.002186775806140775, + 0.0021752894932545786, + 0.002166715547266041, + 0.0021658837166818883, + 0.0021565023874565393, + 0.00215385562344971, + 0.0021490406222965256, + 0.0021458284073779155, + 0.0021366146688592655, + 0.002125766964465275, + 0.0021220125302929462, + 0.0021185433026697903, + 0.002113636986064191, + 0.0021107696653353365, + 0.002108898915504116, + 0.002096057786476258, + 0.002076261917623486, + 0.0020749301908063664, + 0.002062003321699318, + 0.002030741462395318, + 0.0020291205119332308, + 0.0020227230001768812, + 0.0020119432615667496, + 0.0020017205398388193, + 0.0019956561948911438, + 0.0019935153158809693, + 0.0019871846716308346, + 0.001979875115896913, + 0.0019787767516221085, + 0.001977176452349064, + 0.0019574133951577783, + 0.0019530883056041023, + 0.0019495931622717038, + 0.0019418311272200231, + 0.001939448057357472, + 0.001935932257477776, + 0.001935179177941653, + 0.0019319233300246744, + 0.0019265175925030711, + 0.0019205507469507042, + 0.001913116393394542, + 0.0019103838223598695, + 0.0018903220703347832, + 0.0018802551337501765, + 0.0018788668915586417, + 0.001864660981532516, + 0.0018597429258285039, + 0.0018583689297688147, + 0.0018554117843817416, + 0.001854906535024368, + 0.00182859049034961, + 0.0018264495282470554, + 0.001822586647373175, + 0.00181932595328325, + 0.0018152192478930018, + 0.0018079747338714317, + 0.0017989841187710162, + 0.0017788944371091141, + 0.0017748729708081026, + 0.001767907129362747, + 0.0017611767957429697, + 0.0017519538098509887, + 0.0017450365433212872, + 0.0017359872525880165, + 0.0017340463598471889, + 0.0017249677338476693, + 0.0017186403265992223, + 0.0016972458049324575, + 0.0016956211606201526, + 0.0016888758260150069, + 0.0016807704562338602, + 0.0016759414347157252, + 0.0016740287465408033, + 0.0016540250768730291, + 0.0016492055582604233, + 0.001646980679554337, + 0.0016317212119043843, + 0.0016169162076416599, + 0.0016023361047679064, + 0.0015973625396045162, + 0.0015956568322106235, + 0.0015923969193647684, + 0.0015899706304901993, + 0.0015887980319745961, + 0.0015781079035421088, + 0.001572711064673281, + 0.0015726440784857086, + 0.0015711518151023058, + 0.0015679263061810795, + 0.001565725384900063, + 0.0015536297195408548, + 0.0015471257894594315, + 0.001540778556402594, + 0.001525513840450987, + 0.0015216827226106327, + 0.001518334150990859, + 0.0015182438244630463, + 0.0015160674824348454, + 0.0015109895795875838, + 0.0015083703407956553, + 0.0015051664548898856, + 0.0015007404042335349, + 0.0014964147097349329, + 0.0014893104657091327, + 0.0014879759097839245, + 0.0014858600065225424, + 0.0014754122068087701, + 0.0014744824689646198, + 0.0014643563928981613, + 0.0014625731384025138, + 0.0014601931444854738, + 0.0014596554467855316, + 0.0014572290416943654, + 0.0014556229613117522, + 0.0014539117573029944, + 0.0014494653271534743, + 0.0014360265214861717, + 0.0014347485868411172, + 0.0014232019344540894, + 0.0014212560846358629, + 0.0014212154282734874, + 0.0014155464029624802, + 0.0014088336699407563, + 0.0013980898952945823, + 0.0013894691110459365, + 0.0013827353083801853, + 0.0013752857194057036, + 0.0013745881546053957, + 0.0013737151940126755, + 0.0013730121160310247, + 0.0013724448686365204, + 0.001361524524574028, + 0.001359002464918986, + 0.0013445813681902347, + 0.0013371750371880017, + 0.0013358787720557162, + 0.0013163326379126287, + 0.0013125657839466022, + 0.0013105426501099653, + 0.0013099719126404706, + 0.0013065641793390524, + 0.0013064102770119067, + 0.001295504628494921, + 0.001288721380395802, + 0.001279900742090766, + 0.0012667917555328923, + 0.0012658105531488124, + 0.0012654329342003997, + 0.001261003244270855, + 0.0012565151509594153, + 0.0012502364304705072, + 0.001249369756445393, + 0.0012471068962840858, + 0.001244131392285408, + 0.0012406188105513391, + 0.0012400260238634045, + 0.001239555694660058, + 0.0012392646678641953, + 0.0012282024200359757, + 0.0012253593216553233, + 0.0012240044854182565, + 0.0012215816961070177, + 0.0012207050745404707, + 0.0012016712471170463, + 0.0011956483650223714, + 0.0011915051013126003, + 0.0011856913242758863, + 0.0011808925876828104, + 0.0011806421002877729, + 0.001165027735775705, + 0.0011645930814775211, + 0.0011584320378413262, + 0.001157523148423859, + 0.0011540399430140602, + 0.0011529050738492961, + 0.0011450851022981785, + 0.0011422867988446356, + 0.0011402506038412957, + 0.0011231413334755979, + 0.0011137346184680282, + 0.0011053611690535132, + 0.0011022282666602811, + 0.0011020934915197279, + 0.0010938953779904138, + 0.0010927319112262902, + 0.0010926332753557009, + 0.0010914572127028815, + 0.001080807782569463, + 0.0010786601779310654, + 0.0010723204479210376, + 0.0010611265113318555, + 0.0010587095625795048, + 0.0010499887586418284, + 0.0010498740940669314, + 0.001046157444934782, + 0.0010388580275111996, + 0.0010330485723747014, + 0.0010315516695436136, + 0.0010238319832113923, + 0.0010203922330223464, + 0.001012836328587848, + 0.0010121134412260327, + 0.001009534519550524, + 0.0010007208129955282, + 0.0009990905685753572, + 0.000994901778125178, + 0.0009946490343973645, + 0.000992110168872369, + 0.0009892221783456415, + 0.0009774518409094806, + 0.0009742376915115564, + 0.0009739763368524461, + 0.0009715269180548159, + 0.0009673961138284661, + 0.0009643157057479794, + 0.0009628805323481594, + 0.0009528758075868661, + 0.0009506211646120005, + 0.0009472823939255121, + 0.0009468983388691034, + 0.0009427778967113234, + 0.0009394400017825832, + 0.0009356415465910065, + 0.0009327818505116141, + 0.000923154047718187, + 0.0009200521910700097, + 0.0009158294290696194, + 0.0009155280897692724, + 0.0009130706014264471, + 0.0009100402744587066, + 0.000907370612785496, + 0.0009023537689576241, + 0.0008948228634146672, + 0.0008916667718800489, + 0.0008896270177191159, + 0.0008893084937395666, + 0.0008828233886179598, + 0.0008812119383631275, + 0.0008800756716141262, + 0.0008785159817919834, + 0.0008754654648701493, + 0.0008740237986602678, + 0.0008667926063588515, + 0.0008651635543833368, + 0.0008634039480678019, + 0.0008629585678278896, + 0.000859632179752932, + 0.0008595547599001439, + 0.0008570388485169602, + 0.0008553337481132637, + 0.000855051476997672, + 0.0008492857938905222, + 0.0008454228623523389, + 0.0008412329521634397, + 0.0008399700456369368, + 0.0008391401473911217, + 0.0008326700175854036, + 0.0008322092715847426, + 0.000824464892695887, + 0.0008214814773174648, + 0.0008173713447310115, + 0.00081414429848274, + 0.0008123810512112528, + 0.0008122063076311704, + 0.0008115570480518155, + 0.0008081431328950607, + 0.0008024425920495675, + 0.0007971951480798167, + 0.0007932400792180774, + 0.0007874628741522381, + 0.0007860260983707775, + 0.0007802446158217747, + 0.000779824185037013, + 0.0007771183463490054, + 0.000776218446025411, + 0.0007720462514115851, + 0.0007709157449244392, + 0.0007701237798261864, + 0.0007700397707529837, + 0.0007676552221837445, + 0.0007644947762280968, + 0.0007615660059399939, + 0.000760080358786101, + 0.0007574427323634735, + 0.0007512095330350139, + 0.0007487416886891281, + 0.0007481938864873052, + 0.000746595682096277, + 0.0007461109084002439, + 0.0007459859496532184, + 0.0007419075971290226, + 0.0007412491617234025, + 0.0007344078823828344, + 0.0007326164491293009, + 0.0007314067348408567, + 0.0007274365622393875, + 0.0007273732043348265, + 0.000718206809699455, + 0.0007165129107086224, + 0.0007134941923136914, + 0.000711779477635067, + 0.0007028791814082494, + 0.0007007201782884536, + 0.0006988038471897736, + 0.0006957889219467628, + 0.0006943024078847421, + 0.0006922186380008442, + 0.0006874952381341686, + 0.0006869960968818442, + 0.0006816106918958021, + 0.0006790190367432944, + 0.0006785309700316446, + 0.0006742249741539211, + 0.0006710588744730808, + 0.0006617847068267049, + 0.0006607471590988556, + 0.0006585677171757377, + 0.000656219608423293, + 0.0006557456302300386, + 0.0006542752607400846, + 0.0006522865212946175, + 0.0006517402600085052, + 0.0006486051899461617, + 0.0006466987865620979, + 0.000645091124753346, + 0.0006403276881796903, + 0.00064011336361655, + 0.0006394862493874577, + 0.0006323911752388199, + 0.0006301509541327795, + 0.0006268843903573639, + 0.0006261740476145042, + 0.0006246260205200324, + 0.0006237749273218575, + 0.0006195861191319768, + 0.0006174124346608004, + 0.0006161277689026442, + 0.0006157170322239015, + 0.0006148303655904673, + 0.0006086518417039873, + 0.000604305691245108, + 0.0006034862943380686, + 0.0006030080076830232, + 0.0006001764432294463, + 0.000599924355134931, + 0.0005939763423956281, + 0.0005935099062781864, + 0.0005891328420033483, + 0.0005887405107542042, + 0.0005883187393450828, + 0.0005874246925625569, + 0.0005865020158905093, + 0.0005845440987608701, + 0.0005838261769022184, + 0.0005830472231917545, + 0.0005785837303035696, + 0.0005778491924765461, + 0.0005765802363757858, + 0.0005738327384044921, + 0.0005727345354309247, + 0.000570559503835505, + 0.0005693518954603019, + 0.0005681385508919264, + 0.0005603723246909503, + 0.0005549295552402429, + 0.0005528517924433191, + 0.0005522670809034198, + 0.0005503847652340879, + 0.0005457774797177819, + 0.0005351280218965683, + 0.0005347781229780289, + 0.0005333813226001443, + 0.0005320253622248056, + 0.0005298721001276375, + 0.0005280078233712597, + 0.0005267370326554261, + 0.0005205802382732088, + 0.0005186641514236479, + 0.000518626417397135, + 0.0005144334969922767, + 0.0005114719030213305, + 0.0005073325159845354, + 0.0005070799685451123, + 0.0005069390229479325, + 0.0005054877667117604, + 0.0005027697595190979, + 0.0005024052502521288, + 0.0004982585197968565, + 0.0004959247733930862, + 0.0004956193188327882, + 0.0004921613387434165, + 0.0004909065037252624, + 0.0004896939598290475, + 0.0004888192304260722, + 0.0004884016347202838, + 0.00048721991224556576, + 0.0004864654403782378, + 0.00048559060833477485, + 0.00048440821606282304, + 0.00048417007500152265, + 0.0004824605359634241, + 0.000481217212966434, + 0.00047394308906854784, + 0.00047392699189621686, + 0.00047369108780917686, + 0.0004716768244091456, + 0.00047015348214067966, + 0.0004679767670238131, + 0.000464832637334801, + 0.0004644584406933949, + 0.0004630420841141337, + 0.000462864486672489, + 0.0004623407974303394, + 0.0004529946418946394, + 0.0004525736017662319, + 0.0004509970425111053, + 0.00045087743249617616, + 0.0004499356261332702, + 0.0004454867064287369, + 0.0004446046840196808, + 0.0004441533983489515, + 0.0004408508044932021, + 0.0004394281598364745, + 0.0004366664422521054, + 0.0004332709043183904, + 0.0004319058933661568, + 0.00042774991928836434, + 0.0004242861673599642, + 0.00042393425280054975, + 0.0004215915319535989, + 0.0004214335077673019, + 0.00041419019227126384, + 0.0004103976910804767, + 0.0004097579130489922, + 0.0004052343995507118, + 0.000402034775247123, + 0.000395787189279995, + 0.00039378949729215593, + 0.000392870178400801, + 0.0003906530390860879, + 0.0003899639016465305, + 0.0003896902185327958, + 0.00038739776045963135, + 0.0003872236249873145, + 0.00038467901110790493, + 0.0003828070391780328, + 0.00037983819393944606, + 0.0003788617496504335, + 0.00037396429780014865, + 0.0003737843989408366, + 0.00036954597132891654, + 0.0003671546808965637, + 0.0003666987736295361, + 0.0003656505176642095, + 0.00036454376129086086, + 0.0003622531854719592, + 0.00035797817259091287, + 0.00035718394453075863, + 0.0003560756474238576, + 0.0003553727658202543, + 0.00035393590033142247, + 0.00035278120587994464, + 0.00035195797228325116, + 0.00035064949224171513, + 0.0003481461284709127, + 0.00034737401327408264, + 0.00034495354212648433, + 0.00034265145972732763, + 0.0003338724557487917, + 0.0003325850544071703, + 0.00033168210338393604, + 0.0003303901718065304, + 0.0003296045792289369, + 0.00032878530173789113, + 0.0003270646954881967, + 0.00032626734053981226, + 0.00032396558736352024, + 0.00032394421792547774, + 0.00031698854583365186, + 0.00031663363778171294, + 0.0003152675987781775, + 0.00031400876457756246, + 0.0003124742472056097, + 0.0003096435457983229, + 0.0003081367401403906, + 0.0003063360176395724, + 0.000304673908702749, + 0.0003026863464214379, + 0.0003014420960362861, + 0.00029978408963300473, + 0.0002973064363973925, + 0.0002944190630528616, + 0.00029318761976493006, + 0.0002929513481903183, + 0.00029194227624011146, + 0.00028709835512122334, + 0.0002864313126595913, + 0.00028351079733323524, + 0.00028236085908899894, + 0.00028044900271570076, + 0.00027677544459311096, + 0.00027621093478937973, + 0.00027512467860255356, + 0.000274920964271031, + 0.00027361785350781833, + 0.0002730355520508417, + 0.0002726821890747114, + 0.00027043124076725077, + 0.00026414278853716545, + 0.0002630150060805437, + 0.00026144034967335287, + 0.00026085871017920075, + 0.000260500182974975, + 0.00026012484080736425, + 0.0002585792402961082, + 0.00025360901791187345, + 0.0002526687525055935, + 0.0002523595159903871, + 0.00025053181772679043, + 0.00024949388323390983, + 0.00024732717839168834, + 0.0002458415715501573, + 0.000245064988681342, + 0.00024468200980434085, + 0.00023433185553718355, + 0.0002342630818618708, + 0.00023399024190199513, + 0.00023144510155638284, + 0.00022898447884714534, + 0.00022893517899373662, + 0.00022824989418464812, + 0.00022588936966321264, + 0.00022470929442640247, + 0.00022213505760321317, + 0.00022193520795816746, + 0.00022178300154291307, + 0.0002201609820580827, + 0.0002179005170027433, + 0.00021743961000678035, + 0.0002173639853045132, + 0.00021569985856229073, + 0.00021533771620595656, + 0.00021430044514416868, + 0.00021402834983799595, + 0.00021375705145658644, + 0.00021019722483152985, + 0.00020427518691570635, + 0.00020119709410671837, + 0.0002002083294497912, + 0.00019870010638585957, + 0.00019840055081204333, + 0.00019761409676307442, + 0.00019740474793896107, + 0.00019736331220720542, + 0.0001963359924220671, + 0.0001959056678302792, + 0.00019534064143355935, + 0.00019478115137220586, + 0.00019467467661384545, + 0.0001890973752469622, + 0.00018867687916953164, + 0.0001841540797815116, + 0.0001835614355979769, + 0.00018194122714028287, + 0.00018123044451485274, + 0.0001773168919999868, + 0.0001766324773895545, + 0.0001763161313182045, + 0.00017505097451929875, + 0.0001744583535985595, + 0.0001739728554841528, + 0.00017086575208982355, + 0.00016798603267421784, + 0.00016754871663906556, + 0.00016671408147526768, + 0.00016274488923019465, + 0.00016187947444971598, + 0.0001616687517708185, + 0.0001616618691299574, + 0.00016096371153224214, + 0.00016037159718433925, + 0.00015803663952910482, + 0.00015767617582312132, + 0.00015767440779912873, + 0.0001556465235214222, + 0.0001551614838127525, + 0.00015459356941574648, + 0.00015348821308835937, + 0.00015303697184900438, + 0.0001492884725007028, + 0.00014901821986283974, + 0.0001488942553883555, + 0.00014782581491596013, + 0.00014750518676326846, + 0.0001461644208927856, + 0.0001459469746897389, + 0.00014457107816877624, + 0.00014452418997651657, + 0.00014298440178718458, + 0.0001423740108539573, + 0.00014218599128626428, + 0.0001401594395347173, + 0.0001382436205778936, + 0.0001369917792496912, + 0.00013529040421936085, + 0.00013504617498511648, + 0.00013026173874545612, + 0.0001268324515456505, + 0.0001254681910962746, + 0.00012364133461363654, + 0.00012248328190725917, + 0.00012213428401831807, + 0.00011715608401046575, + 0.0001156457394235576, + 0.0001155879273921601, + 0.00011378444585556955, + 0.00011340101549298547, + 0.00011100759804814607, + 0.00011088520301270857, + 0.00010999861969520795, + 0.00010791631376537233, + 0.00010736115134400141, + 0.00010478137766396523, + 0.0001029061417251883, + 0.00010233083005802998, + 0.00010167535580557557, + 0.00010106407273994046, + 0.0001006280043779368, + 0.00010049328912793863, + 0.00010006685613099833, + 9.99617187848789e-05, + 9.9309177701629e-05, + 9.929563436211201e-05, + 9.58328353771128e-05, + 9.456950858052315e-05, + 9.447987600358956e-05, + 9.412983967695705e-05, + 9.364076105655502e-05, + 9.053980991923943e-05, + 8.900980020886732e-05, + 8.858311322624042e-05, + 8.789520342166277e-05, + 8.57879781096728e-05, + 8.48490005911339e-05, + 8.418905405619802e-05, + 8.312740131037602e-05, + 8.224881047214826e-05, + 8.080306444487735e-05, + 8.046006432777397e-05, + 8.042630655232517e-05, + 7.809063959559276e-05, + 7.711403161884646e-05, + 7.691475491244377e-05, + 7.642715828923267e-05, + 7.459513235041551e-05, + 7.452313696885132e-05, + 7.247960763855976e-05, + 7.111325104774648e-05, + 7.09092776285524e-05, + 6.886169232330965e-05, + 6.799920810694388e-05, + 6.755599684526792e-05, + 6.65653656305801e-05, + 6.601901441321845e-05, + 6.565337192150026e-05, + 6.544080682066285e-05, + 6.51956565513308e-05, + 6.502385603527525e-05, + 6.495430798193942e-05, + 6.492657396601164e-05, + 6.482062956682019e-05, + 6.433726304139466e-05, + 6.412753318286941e-05, + 6.350025263376536e-05, + 6.297942053996061e-05, + 6.23640910364501e-05, + 6.166099648249591e-05, + 6.058305949980063e-05, + 6.055971770600464e-05, + 6.0089411486159715e-05, + 5.9993682051470105e-05, + 5.968728319906363e-05, + 5.9654571823946255e-05, + 5.8143834772103806e-05, + 5.812879498228018e-05, + 5.7926116960038735e-05, + 5.766675087807209e-05, + 5.7277893141534174e-05, + 5.709789914686039e-05, + 5.661791849791272e-05, + 5.637949139990655e-05, + 5.560416775457643e-05, + 5.4727662407817955e-05, + 5.379430155015762e-05, + 5.305893131838241e-05, + 5.28901660629118e-05, + 5.239730590938116e-05, + 5.1960927250846523e-05, + 5.1868718745063824e-05, + 5.173321025419257e-05, + 5.1264648515428366e-05, + 5.0048473497082125e-05, + 5.004242583851071e-05, + 4.9892381479859504e-05, + 4.9616649407031474e-05, + 4.956937817616617e-05, + 4.858356910111609e-05, + 4.799203392132189e-05, + 4.764719659098451e-05, + 4.743799590836368e-05, + 4.644215731352125e-05, + 4.6119779223989367e-05, + 4.449444654850684e-05, + 4.4314016430434314e-05, + 4.1148976341691874e-05, + 4.084541983141454e-05, + 4.083301513841567e-05, + 4.011768361011874e-05, + 3.884117408020002e-05, + 3.812395990679488e-05, + 3.7763435372182985e-05, + 3.755845833736391e-05, + 3.751707455193709e-05, + 3.679998721074395e-05, + 3.638708453716074e-05, + 3.4880873000940565e-05, + 3.435913892246718e-05, + 3.408738508737215e-05, + 3.383836725736617e-05, + 3.3774701503868475e-05, + 3.295414486699806e-05, + 3.2447536490016647e-05, + 3.209116811606859e-05, + 3.204320905714364e-05, + 3.20405913175397e-05, + 3.196402082928561e-05, + 3.10295275059872e-05, + 2.9895453157145716e-05, + 2.9588002341812242e-05, + 2.917787902517261e-05, + 2.8880163930505802e-05, + 2.867044619067029e-05, + 2.8212311734049117e-05, + 2.702887520684139e-05, + 2.6949039307323427e-05, + 2.6053865662942803e-05, + 2.5760432941978235e-05, + 2.3958914399534247e-05, + 2.2968639089288195e-05, + 2.2805038799388066e-05, + 2.2688476869777753e-05, + 2.257935983141555e-05, + 2.2410298620368946e-05, + 2.231244846857002e-05, + 2.2096983090623007e-05, + 2.1882469559659457e-05, + 2.1314893528961087e-05, + 2.10301292006642e-05, + 2.0800892333596843e-05, + 1.9183687656452406e-05, + 1.7821797386994752e-05, + 1.7677544110122403e-05, + 1.715794587817876e-05, + 1.7121364800274736e-05, + 1.7024625836543716e-05, + 1.647573772540804e-05, + 1.646449529627459e-05, + 1.64320690309456e-05, + 1.595886154765719e-05, + 1.5521264492408606e-05, + 1.4567238877613197e-05, + 1.4535297179989876e-05, + 1.4441963196521392e-05, + 1.4096418361634407e-05, + 1.3911378310479176e-05, + 1.3767902920261213e-05, + 1.3331153214673831e-05, + 1.2099775809316183e-05, + 1.1986164084471083e-05, + 1.1819427126501184e-05, + 1.160324430394499e-05, + 1.13880973919806e-05, + 1.1288480523840037e-05, + 1.0949173491497296e-05, + 1.0908821244020547e-05, + 1.0074966296959893e-05, + 9.985045904033499e-06, + 9.807695831435153e-06, + 9.692557467473255e-06, + 9.179778089441698e-06, + 9.177819424407875e-06, + 9.031334029996953e-06, + 8.989434743272785e-06, + 8.870442542587833e-06, + 8.742514709586056e-06, + 8.662581140364085e-06, + 8.51757432492176e-06, + 8.396620848559678e-06, + 8.11230647411617e-06, + 7.689493944843993e-06, + 7.5555283415912715e-06, + 7.289270523938369e-06, + 7.057898062993372e-06, + 7.016464489091015e-06, + 7.003115676093532e-06, + 5.758607413615773e-06, + 5.681403402510411e-06, + 5.666085324674144e-06, + 5.181716518495779e-06, + 5.104355102682174e-06, + 4.925970035217965e-06, + 4.770282584966096e-06, + 4.5590305626032e-06, + 4.480081605794558e-06, + 3.943564335879626e-06, + 3.6002132697689785e-06, + 3.370213422434369e-06, + 3.3493276445694956e-06, + 3.300177936615294e-06, + 3.268820481960514e-06, + 3.0480596633320996e-06, + 3.0094832387849176e-06, + 2.835690232437653e-06, + 2.557070508450388e-06, + 2.50906823305925e-06, + 2.3555346730145927e-06, + 2.29639073476815e-06, + 2.100562418191642e-06, + 1.98095898749607e-06, + 1.8928968937332222e-06, + 1.8664369308399676e-06, + 1.8492029894040669e-06, + 1.4857113184297839e-06, + 1.4350244969003418e-06, + 1.4310477779253286e-06, + 1.274117165208862e-06, + 1.273500445304535e-06, + 7.538121625642701e-07, + 7.485667382041759e-07, + 7.282406335395844e-07, + 6.666615243414103e-07, + 6.581871145142022e-07, + 6.12749199845128e-07, + 6.054601856054272e-07, + 5.428700632095913e-07, + 4.0648455997595395e-07, + 3.6226532370092204e-07, + 3.566104811840302e-07, + 3.3444571586005015e-07, + 3.3009742094686e-07, + 3.0888959232931784e-07, + 2.3145565726172167e-07, + 1.962239151315945e-07, + 1.8052971571864508e-07, + 1.1548423373495475e-07, + 1.028110319228691e-07, + 8.597070267928256e-08, + 8.31594476913628e-08, + 3.557500493100714e-08, + 3.475438664172471e-08, + 2.6186498210546173e-08, + 2.2898621121166153e-09 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 82.0, + "precision": 19.047619047619047, + "recall": 20.857142857142854, + "f1": 19.457875457875456 + }, + "selection": { + "precision": 0.5602660979830573, + "recall": 8.05194805194805, + "f1": 1.0476066346256316, + "jaccard": 0.5268160543167995 + } + } +} \ No newline at end of file diff --git a/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Liver_cirrhosis.json b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Liver_cirrhosis.json new file mode 100644 index 0000000000000000000000000000000000000000..ef1d947e8d93f72fa63ee98e79a45d435ee209ff --- /dev/null +++ b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Liver_cirrhosis.json @@ -0,0 +1,3837 @@ +{ + "significant_genes": { + "Variable": [ + "AATF", + "AADAC", + "ALPK2", + "ACTMAP", + "A2M", + "ABCF2", + "ABCC6", + "ACSM4", + "ACADVL", + "AAMDC", + "ACSM5", + "ACOT4", + "ABCB10", + "ANKRD40", + "ADAMTS12", + "ACRV1", + "AASDHPPT", + "ACOT2", + "ABCE1", + "ABHD2", + "ADGRG4", + "ACTN3", + "AGR2", + "ABCB8", + "AADACL3", + "ALDH4A1", + "ABI3BP", + "ABCC10", + "ART3", + "ACAT2", + "ALDH1L1", + "ABCA8", + "AACS", + "AFG1L", + "ABCC13", + "ADAMTSL2", + "AK2", + "ADGRE4P", + "ABCC8", + "AHCYL2", + "ACSM2A", + "ADAMTSL5", + "AGRP", + "ABLIM3", + "AEN", + "ALKBH4", + "ACSM3", + "AFF2", + "ARHGAP24", + "ALDOB", + "ADAM21P1", + "ABCA11P", + "ABCA6", + "ARL3", + "ACTR5", + "ADRA1A", + "ACBD6", + "AKAP7", + "AARSD1", + "ABHD17B", + "ADCYAP1", + "ABHD5", + "ABHD1", + "ABLIM2", + "ABHD13", + "ABCA12", + "ACTR2", + "ACO2", + "ACTR10", + "ABCB5", + "ALAD", + "ABCC9", + "ACOT1", + "A3GALT2", + "AOX1", + "ADCY9", + "ADAD1", + "ARHGAP23", + "ACMSD", + "AGER", + "ACKR1", + "ANKZF1", + "BPIFA4P", + "ARHGAP22", + "ADGRD2", + "ADH5", + "APBA3", + "ANKK1", + "ADAP2", + "ABHD17A", + "ADAD2", + "AARS1", + "ABRAXAS1", + "ABCC4", + "AKAP1", + "BBS5", + "ANGEL2", + "AIRIM", + "APLP1", + "ABHD12", + "ACTRT1", + "ADCY1", + "ASIP", + "ABI1", + "ALOX12P2", + "ALX1", + "ADGRG2", + "ADAM21", + "ALDH1L2", + "APCS", + "ALG9", + "ABRA", + "ADGRG6", + "ACKR3", + "ANO3", + "AP4M1", + "ABCB4", + "AGAP7P", + "AP2S1", + "ACSL5", + "BMP5", + "ALG1L1P", + "ADORA3", + "C1orf167", + "ALDH7A1", + "AKR1C8", + "ACER1", + "AKAP8", + "BHLHE22", + "ADAM5", + "APOBEC3H", + "ARSL", + "ABCD1", + "ASXL1", + "ANGPT2", + "APLN", + "APCDD1", + "ACACB", + "ADCK5", + "C3orf20", + "ABAT", + "ANK3", + "AKR1B15", + "ATG10", + "ATXN1L", + "ALDH18A1", + "HMGB4", + "ALDH16A1", + "ARFRP1", + "AFDN-DT", + "A1BG", + "AEBP1", + "AK3", + "ADA", + "ARID1A", + "C2", + "ABCA10", + "AFAP1L1", + "ARHGEF19", + "ANKAR", + "CTXN2", + "ACTL6B", + "ADK", + "ADO", + "CETN3", + "ABCF3", + "ADAM32", + "ADGRV1", + "CACNA2D1", + "ADAMTSL4", + "AAAS", + "ADTRP", + "ANKRD13C", + "ADIPOR1", + "BANP", + "ACTL7A", + "ACTL10", + "ACAP3", + "AP2A2", + "ABR", + "ANO1", + "CHRM1", + "ADGRF2P", + "ANO7", + "ALCAM", + "COLEC10", + "ADAMTS8", + "APEX2", + "ABHD11", + "BAGE2", + "AP4E1", + "ATF1", + "APOLD1", + "AP5S1", + "ADORA1", + "AHSP", + "ANKFN1", + "ALPL", + "CNPY1", + "AP4B1", + "ASTE1", + "ADAM22", + "ARID3C", + "ARHGEF16", + "ACVR2A", + "AURKC", + "CLEC4GP1", + "AGT", + "AIPL1", + "ARHGEF15", + "AMER3", + "ACVR1C", + "ANKMY1", + "AAK1", + "C12orf43", + "ANKRD34A", + "ABCB11", + "ASPN", + "BDH2", + "ANKRA2", + "CRTC3", + "CAND2", + "ABRAXAS2", + "BMERB1", + "FUZ", + "ACTR6", + "ADAM8", + "CAPN11", + "AACSP1", + "ACP2", + "ANAPC15", + "AQP4", + "ATAT1", + "CD109", + "ANKRD24", + "CA14", + "ADAMTSL1", + "GARNL3", + "AMELX", + "ATRX", + "AKIRIN2", + "ACSM2B", + "AIG1", + "ASB16-AS1", + "C1orf216", + "ADAMTS10", + "CDH7", + "ANOS1", + "ARHGEF28", + "BRDT", + "ARMH4", + "DHX30", + "AMPH", + "AMPD3", + "ABCB1", + "AP1S1", + "ACP5", + "CALR3", + "AKAP14", + "ADARB1", + "ATP10D", + "CCDC27", + "BDNF-AS", + "AQP1", + "ARLN", + "CCAR2", + "ANKS4B", + "BTNL2", + "ANKIB1", + "BCO2", + "ANKLE2", + "BMAL2", + "CLLU1-AS1", + "ANKRD20A8P", + "ACYP1", + "AICDA", + "ATRNL1", + "SCTR", + "ACADL", + "ATP5MC3", + "ACSM1", + "BAHCC1", + "ACBD5", + "MGAT5", + "BCAT1", + "FAM90A13", + "FAM225B", + "ADAM7", + "ADGRF4", + "ADAMTS16", + "ARHGAP32", + "ACTG1", + "ADCY4", + "ANKRD54", + "ACO1", + "LILRA3", + "AVP", + "ATAD3B", + "AMHR2", + "ALDH3A2", + "ABCA9", + "C3orf18", + "CHDH", + "ANAPC2", + "C16orf87", + "DAZL", + "AGAP4", + "ACOD1", + "CDYL", + "CHRDL2", + "CDKL3", + "C7orf57", + "ANAPC7", + "AADAT", + "ADGRL3", + "ANKRD18B", + "ADGRB2", + "DUX3", + "AIF1", + "DAZ4", + "AMY2B", + "AHSG", + "ABTB1", + "ANKRD35", + "BCL2L12", + "CLSTN2", + "BRI3BP", + "ACTBL2", + "ANO2", + "BRS3", + "ACOX3", + "AGBL2", + "CACNA1A", + "AADACL4", + "BPESC1", + "LOC654780", + "DLST", + "COL11A1", + "CHST2", + "CASP9", + "COQ3", + "CARD19", + "ANAPC4", + "ANKRD18A", + "CCDC116", + "AKNA", + "APMAP", + "TRIM42", + "ATF6B", + "CBX8", + "ANKRD31", + "APOBEC3D", + "CFAP20", + "GLRA1", + "ANKRD20A2P", + "ABI3", + "ATXN2L", + "DEFB103A", + "ACTN2", + "DHDH", + "ASAH1", + "C1QBP", + "CGREF1", + "CENPL", + "CHRM4", + "ABCF1", + "ADGRE3", + "ADAMTS7", + "C1orf53", + "ARHGEF25", + "ADIPOR2", + "AKR1C4", + "CLDN3", + "ASB12", + "AGRN", + "BCL9L", + "ABCD2", + "BRWD1-AS2", + "SNORD113-5", + "ABITRAM", + "ANK1", + "AAR2", + "DRAXIN", + "COL13A1", + "CLEC4M", + "ARSB", + "ARMCX5", + "ANXA2P1", + "ACOXL", + "PAFAH1B3", + "CATSPERE", + "AGPAT4", + "C10orf55", + "ADGRL1", + "BMP2KL", + "ATP6V1F", + "AGO2", + "AAGAB", + "ABCA3", + "ADGRA3", + "ADH4", + "AXIN2", + "CFAP53", + "AGPAT3", + "AKIRIN1", + "CSNK1E", + "ADORA2B", + "AKAP6", + "DUOXA1", + "AMDHD2", + "ARHGAP10", + "AKR1A1", + "HRG", + "ABCB9", + "AASS", + "BIRC2", + "ACR", + "ADAM15", + "CLTCL1", + "CCDC144A", + "CHRNB2", + "ADAMTS4", + "ANKRD20A11P", + "AGAP11", + "DAPL1", + "ADAM17", + "CHD1L", + "CDC14C", + "ADGRA1", + "ATP5PD", + "ACSS3", + "ADAMTS1", + "NLRP3", + "ANKRD27", + "CNR2", + "BTBD16", + "ACYP2", + "CNTNAP1", + "BCAM", + "ABCG4", + "BNC2", + "AZGP1", + "C8orf58", + "ARHGAP5", + "ARRDC1-AS1", + "ATP6V1G3", + "CCDC42", + "BAIAP2", + "FBXL2", + "DTX1", + "APOL6", + "ABCA1", + "CFAP141", + "CRTAP", + "BDKRB2", + "LOC613038", + "APEH", + "MIR302B", + "ARR3", + "CBLL1", + "AFDN", + "C3AR1", + "CLCN1", + "ATP6V1B1", + "ASPHD1", + "AGAP10P", + "C16orf78", + "C5", + "AQP6", + "MIR602", + "ADGRF1", + "CRTC1", + "CARMIL1", + "CLIP3", + "ABO", + "CCDC146", + "KCTD21", + "TMEM52", + "ALPK3", + "CELF6", + "AFM", + "CDKN1B", + "ANP32E", + "CARNS1", + "FANCB", + "RLBP1", + "EPS15L1", + "CPNE9", + "COL4A5", + "ANXA8", + "ADRA2A", + "ARFIP2", + "BST1", + "CLN8", + "ARHGAP31", + "GINS2", + "ATP6V1G2", + "INSM2", + "CCDC83", + "ANKUB1", + "CLDN23", + "BOC", + "ACLY", + "AVPR1A", + "LOC727980", + "PADI3", + "PKD1L1-AS1", + "APOC3", + "PBX3", + "BCHE", + "LOC646804", + "BEND4", + "BPY2", + "ATP13A2", + "CGB1", + "AGAP6", + "ALYREF", + "ANLN", + "AGO1", + "RASD2", + "BBIP1", + "AATK", + "IL1RAPL2", + "CACNA1H", + "CLDN1", + "C10orf53", + "THOC6", + "CHRM5", + "ADAM18", + "AMPD1", + "ASCC2", + "CPE", + "ACAP2", + "ARL17A", + "IFITM5", + "GCK", + "GDPD5", + "AGBL3", + "ANKRD2", + "ASIC1", + "E2F1", + "DPEP1", + "CHPF2", + "KCNH5", + "ARL14", + "ATP5MF", + "C2CD6", + "BARHL2", + "ENPP6", + "EXD1", + "NQO2", + "FIGLA", + "COL5A3", + "AP1M2", + "ALG6", + "ANKRD40CL", + "ANXA9", + "ABCC3", + "CPT1A", + "ALDH9A1", + "ALDH2", + "AWAT2", + "IQUB", + "ADCY2", + "CNTN4", + "CCHCR1", + "ABHD8", + "EDIL3", + "CSMD2", + "ASB18", + "B3GNT7", + "AKAP10", + "ARL13B", + "XKR7", + "CITED1", + "CHSY1", + "ATP12A", + "CSH1", + "COL15A1", + "ADRB3", + "KCNH3", + "CAD", + "FST", + "CHKB", + "CACNG6", + "CPZ", + "CCDC71", + "MOCOS", + "TACC2", + "CCNK", + "ARID5B", + "BRD1", + "CACNA1F", + "FGFR2", + "ADIPOQ", + "DNAH5", + "BCAS4", + "ANXA4", + "CTSL3P", + "ETV5", + "FRK", + "ANKRD11", + "CPLX1", + "BMPER", + "PRODH2", + "ALKBH5", + "AMBN", + "BMP3", + "DUX4L8", + "ALKBH7", + "ARMCX3", + "AMMECR1", + "C1QL4", + "DEFB107B", + "RER1", + "FRAS1", + "FABP2", + "C20orf96", + "C1orf105", + "CELP", + "CLDN6", + "DYNC2H1", + "BLK", + "CERS4", + "AXIN1", + "C1S", + "MRGPRX1", + "ARHGEF7", + "CRLF1", + "IER5L", + "ANKRD16", + "FTCD", + "BZW1", + "ALDH3A1", + "KIAA1217", + "CFAP298-TCP10L", + "GLI4", + "CORO1B", + "CABIN1", + "CSF1", + "AKR7A2", + "L1CAM", + "CCL15", + "BCO1", + "ADAMDEC1", + "ACTA1", + "ATP2B4", + "HPN", + "CBR1", + "ANP32A", + "CRYBB3", + "BPIFB4", + "CES5A", + "AKT2", + "FAM90A16", + "EGFL8", + "ISL2", + "CCDC162P", + "CDH18", + "AP3D1", + "ANKRD20A1", + "CEACAM18", + "EFNB1", + "FAM120C", + "FFAR4", + "ATN1", + "CAVIN4", + "ARF5", + "ASPSCR1", + "HDGF", + "BCS1L", + "ABCC2", + "CLCNKA", + "CCDC191", + "NSMCE1", + "C17orf50", + "CAPNS2", + "CLCA4", + "ARMC8", + "CEP72", + "ALDH3B1", + "GRAMD1B", + "BIRC8", + "COMP", + "ADAM10", + "BRD3OS", + "ADAM19", + "C8orf74", + "BUD31", + "CA6", + "DLX6-AS1", + "OR8H1", + "ARRDC5", + "EPCIP", + "ADRM1", + "ABTB3", + "ANKS1B", + "ELOA3BP", + "CCNB2", + "HCRTR2", + "ANKRD53", + "COG7", + "MIR524", + "AMFR", + "ARPC5", + "ALKAL1", + "CLIP2", + "DSCAML1", + "NUS1P3", + "ASB13", + "CD19", + "ASNSD1", + "CMC2", + "ASIC4", + "GLDC", + "AGBL1", + "ZNF843", + "KIAA1210", + "KLK2", + "ARMC7", + "GPR83", + "DRD3", + "ARHGAP9", + "AGPAT5", + "ASCC1", + "C12orf50", + "BAGE", + "KRTAP23-1", + "ABHD17AP1", + "CDC42EP2", + "BBLN", + "RAD54L", + "LOC647264", + "ALKBH3", + "FAM219A", + "BLCAP", + "AMELY", + "TMEM171", + "MTSS2", + "CDRT4", + "BAD", + "ADNP2", + "ADA2", + "AFG2B", + "CXADRP2", + "LACC1", + "ATP2A1", + "AGPS", + "OMD", + "ARSJ", + "FAAP24", + "CENPM", + "GPX3", + "CA5A", + "FAM187B", + "ASIC5", + "H3C2", + "CDCP1", + "ADGRG1", + "CDH22", + "AHSA2P", + "ABCG1", + "PBLD", + "DRGX", + "ARL5C", + "CCIN", + "AGAP9", + "ANXA2", + "CCDC152", + "LIMA1", + "CCR5", + "HENMT1", + "C11orf87", + "CATSPERD", + "DDX43", + "ATOSB", + "ANXA10", + "FMN2", + "ADH5P4", + "ASB3", + "ATP5PF", + "SNORD51", + "ATE1", + "AKR1C6P", + "BCL10", + "ARHGAP8", + "C11orf98", + "BLOC1S2", + "MIR629", + "COX11", + "LOC729218", + "MIR1915HG", + "NXF4", + "SPIRE2", + "PKD2L2", + "CCDC13", + "LINC00696", + "BDH1", + "COL18A1-AS1", + "AKT1S1", + "TOP1MT", + "ATP10A", + "MYL9", + "B3GNT3", + "WNT1", + "KCNJ5", + "ADIRF", + "CLEC11A", + "CHRNB4", + "HNF1B", + "DMWD", + "BTNL3", + "CRCT1", + "HLA-DOB", + "CCNB3", + "CD4", + "DNAH17", + "CCDC144NL", + "CHI3L2", + "ASB17", + "BAG3", + "IL22", + "CD72", + "OR1A1", + "ANGPTL1", + "LOC100130872", + "ARIH2OS", + "DNAH14", + "BTNL9", + "GCC2", + "CDK3", + "ACTR3B", + "ACTB", + "MYL10", + "LOC100131496", + "FOXF2", + "CHRDL1", + "ARHGAP12", + "TBX6", + "AMT", + "SPACA5", + "BOD1", + "ADRB1", + "BAK1", + "AUNIP", + "CNTF", + "NAV3", + "HLA-C", + "BABAM1", + "CRY2", + "C1orf21", + "MVK", + "DNHD1", + "COL26A1", + "GEMIN4", + "ERICH4", + "ODAD3", + "CSPG4", + "AFF4", + "CLK2", + "DGCR2", + "MIR620", + "SNORD91B", + "ADGRD1", + "APOB", + "GABRB1", + "CSAG1", + "OR8G2P", + "HEBP1", + "ACKR4", + "CCT4", + "ARL17B", + "CCNQP1", + "NPDC1", + "ASCL4", + "PNKD", + "ALDH1A3", + "ARNT2", + "FAM210A", + "ELFN1", + "CLEC12B", + "LZTS1", + "ACTRT3", + "ACSL3", + "BHLHE23", + "FAM120B", + "LRP3", + "CABP5", + "ALG10", + "RBFA", + "PPIL6", + "ATL3", + "ADAMTS3", + "RCN3", + "IL19", + "APEX1", + "ADSS2", + "EPHA2", + "IFNA5", + "AMER1", + "GPR152", + "TRPM4", + "CD38", + "CDK9", + "ADIG", + "CLHC1", + "ASIC2", + "ARHGAP19", + "DEFA6", + "ARSK", + "BAGE3", + "ABCB6", + "INO80C", + "DSCR9", + "DHRS3", + "CCK", + "CFHR1", + "CELF3", + "CSPG5", + "CCDC148", + "KLK5", + "CD180", + "ACSS2", + "CDC40", + "B3GNT5", + "CYP4Z2P", + "BAZ1B", + "RCN1", + "CADM2", + "AP1G1", + "CDK5RAP1", + "LIMD2", + "ERCC6", + "FAM90A20", + "APOE", + "DANCR", + "ATP6V1E2", + "ENTR1", + "C1orf146", + "MIR29B1", + "HSD11B1", + "LOC391322", + "ALS2CL", + "CEP63", + "H2BC21", + "ADAT2", + "APOOL", + "CHRNB1", + "ADHFE1", + "MIRLET7C", + "ATP6V0A1", + "CNTNAP2", + "BORA", + "ADAMTS5", + "ARL8A", + "NRXN2", + "ZNF607", + "SVOP", + "ATP1B1", + "GAS1", + "GCOM1", + "CLIC4", + "ACTC1", + "CYP4F11", + "CCL17", + "ATG2B", + "LRRC32", + "TMSB15A", + "FAM90A19", + "GMDS", + "ACSL6", + "AZU1", + "C12orf76", + "ARG2", + "MPV17", + "KRCC1", + "HSD3B2", + "LCE4A", + "DBX2", + "MRPL9", + "ACAT1", + "CCDC85B", + "RIMBP3C", + "ABHD14B", + "CD5L", + "DNAJC5B", + "FILIP1", + "DERPC", + "ELMOD2", + "MIR455", + "HOXA11-AS", + "C2orf15", + "CDH16", + "EMID1", + "AGTR2", + "HAS1", + "CHAT", + "DNAI3", + "ADD3", + "KRT81", + "DMP1", + "BMP1", + "PBK", + "CHRNB3", + "EME1", + "C2CD4A", + "MIR548Q", + "EPHA1", + "MAGEA2B", + "DNAJC17", + "CDC42SE2", + "HRNR", + "SFMBT2", + "ASTN2", + "TTC31", + "KCMF1", + "EOLA1", + "EML5", + "MARK1", + "FKSG49", + "CASK", + "EHD3", + "SAMD13", + "CSNK1A1P1", + "PCDHGA4", + "COX5B", + "HOXD10", + "BPI", + "ANGPTL4", + "C1GALT1", + "CNNM1", + "DRC12", + "MIR494", + "LDLRAD3", + "CDCA2", + "APRT", + "GRHL3", + "CBLL2", + "BAZ2A", + "CTIF", + "CDHR4", + "BRMS1", + "MUC15", + "AIFM1", + "ATP1A1-AS1", + "C2CD4D", + "ARHGAP29", + "CAPN14", + "NMRAL1", + "SUPT16H", + "ADSS1", + "GIGYF1", + "BNIP1", + "ARHGAP35", + "CD101", + "CNGA4", + "MIR141", + "BBS4", + "SPESP1", + "F10", + "ATP1B2", + "EXOSC2", + "COIL", + "B3GALT6", + "GDF9", + "INO80", + "AGL", + "TBPL2", + "OBSL1", + "DRD1", + "ACSS1", + "LTC4S", + "LRRC36", + "MMP8", + "CRMP1", + "CAPN3", + "BMPR1B", + "ALOX5", + "AFAP1", + "GIP", + "LAMB2", + "CEP135", + "PAGE1", + "MAP1LC3C", + "BARX2", + "UCK2", + "DPPA2", + "RBP1", + "COMMD7", + "RIN1", + "ACAD8", + "BCL7B", + "ADGB", + "CRB1", + "CALML3", + "NCK1", + "ADGRG5", + "HCCS", + "CLBA1", + "ADAMTS20", + "CXorf65", + "LY6G6D", + "FGF17", + "C6orf118", + "ADCYAP1R1", + "NWD2", + "ARMCX1", + "BMX", + "BBS10", + "PUDP", + "OVGP1", + "ART5", + "RNF38", + "DISC1", + "PGAM1", + "RENBP", + "CD177", + "SNPH", + "DMAC2L", + "DDN", + "MRPL34", + "TP73", + "ADCY7", + "CCT6B", + "CAMTA2", + "PRSS37", + "NR2F2", + "DDX56", + "DEFB130A", + "CUL3", + "CALM2", + "CIBAR1", + "ADGRG3", + "ARMS2", + "TPRXL", + "C1QA", + "ATP2B2", + "LOC151760", + "CCKAR", + "MRO", + "FGFR4", + "GGT7", + "NMU", + "COQ4", + "NEURL2", + "TOR2A", + "AHCY", + "ATP2A3", + "ARMC3", + "CAMSAP2", + "AOAH", + "BPHL", + "ADGRG7", + "ADGRB1", + "HCG27", + "CARD11", + "CSNK1A1L", + "C19orf67", + "AMTN", + "CERS5", + "JAG1", + "AMN1", + "COX14", + "DACT2", + "AMMECR1L", + "CCM2", + "BCAR4", + "AKR1C1", + "FABP5P7", + "LIN54", + "IRX5", + "AQP11", + "DCUN1D2", + "NR0B2", + "CTPS2", + "AGTPBP1", + "FAM87A", + "B4GALNT3", + "BIRC6", + "ECE2", + "GLYAT", + "ANKRD22", + "CIAPIN1", + "CCDC7", + "KCNA1", + "CLPSL2", + "GATA1", + "KRTAP19-2", + "OR5I1", + "HOXD9", + "SPACDR", + "LAMB3", + "PHLDB1", + "RBMY1A1", + "MIR761", + "MT1JP", + "GAD2", + "GRM4", + "CASP8", + "LYSMD4", + "C19orf18", + "ACTR1A", + "CLTC", + "SNORA25", + "APOH", + "GTF2A1L", + "C2orf78", + "FBXW11", + "CHMP4A", + "BLVRB", + "LINC00272", + "CNTROB", + "CPA6", + "ASXL2", + "CEMP1", + "CECR2", + "C11orf16", + "ARHGAP11A", + "TNNC2", + "CREBL2", + "MIR193B", + "KANK1", + "CRISP3", + "FAM3A", + "CLDN22", + "NIBAN3", + "DYNLT3", + "AKAP11", + "ALG14", + "MIR1263", + "CCP110", + "MFSD5", + "BOLA3", + "CMTM4", + "LTB4R", + "ASMTL-AS1", + "HDX", + "C15orf39", + "CCNF", + "DYRK1B", + "CDK8", + "DEFB131A", + "MLLT1", + "CDRT15P1", + "ZNF454", + "MIR211", + "DOK5", + "OR4S2", + "EIF4ENIF1", + "CD300E", + "IQCF1", + "AP5M1", + "ADRA1B", + "MYO1G", + "CCL26", + "DNAI1", + "COMMD4", + "BTN2A3P", + "LOC727884", + "MFSD2B", + "IL6ST", + "AHNAK", + "HDHD3", + "KRTAP6-3", + "LOC728715", + "AGMO", + "SCGB3A2", + "RRH", + "MRPL28", + "ARFGEF3", + "TMPRSS12" + ], + "Coefficient": [ + 0.04274699861576167, + 0.037200331698937196, + 0.03232173582872956, + 0.032223819244889866, + 0.030195872948908048, + 0.028649579958458404, + 0.028210530596717926, + -0.027077142264799625, + -0.026544783020590858, + -0.026462852260010133, + -0.025613116636266912, + -0.025465872944191968, + -0.024506204945027383, + 0.024381359728906295, + 0.0243043023361805, + 0.023827267301144345, + -0.023694662516148504, + -0.02367993249319296, + 0.02350213514714659, + -0.023311599313163654, + 0.023030650142125665, + 0.022952281412779406, + 0.022698909167284717, + -0.02248954664791346, + 0.0222359468880439, + 0.0218532128526408, + 0.021834071101916895, + 0.02178468608283977, + 0.021704552644344653, + -0.020926213978148103, + -0.02041236608172496, + -0.019564979848806244, + -0.01951040721122055, + -0.01946760582699666, + 0.018705415370225232, + -0.01845695603460274, + -0.018297616651242923, + 0.0182695349476748, + -0.01826170575475271, + 0.017968744265497286, + 0.01777646748049986, + -0.017421745276651447, + -0.017404993077044486, + -0.017106258635620875, + -0.01699405320142429, + -0.015946726548752347, + -0.015829136305453313, + 0.015729011889922793, + 0.015657689992958218, + 0.015459704530321765, + -0.015287810755601667, + 0.015258711264233268, + 0.015094569923535466, + 0.015077694966580756, + -0.014591098325960249, + -0.014271379959739398, + 0.014215971745231154, + -0.014006546373523679, + -0.014002793341244097, + -0.01377136418476664, + -0.013645878250964501, + 0.01355502077617246, + 0.013400850047631451, + -0.013299744065507027, + -0.013218637185215858, + -0.013160231515617812, + 0.013114084089698906, + 0.01291634780697917, + 0.01251443021224151, + 0.012419490670901895, + 0.012389393278102736, + 0.012222122580594347, + -0.012197098230989736, + 0.012194404362422221, + -0.012161745196535895, + 0.012119307689981476, + 0.01195084364445589, + 0.011945741589894183, + -0.011882626391389584, + -0.011881278269985666, + -0.011853502565231265, + 0.011777742844711338, + 0.011754598614929196, + 0.011561582753541497, + -0.011503318132072888, + 0.011475995213908703, + 0.01144752484731307, + -0.01138859604272956, + -0.011312352204117934, + 0.011173542604148535, + -0.011112124272765925, + 0.011009039856212778, + 0.010895901449730653, + 0.010806480589888246, + -0.01068904728485406, + 0.010686390033847356, + 0.01059050898897971, + 0.010377400094342674, + -0.010264679497798768, + -0.010255742611686339, + 0.010179452281917353, + -0.010118707471649207, + -0.010083024561897145, + 0.010024033580562107, + 0.009880354615531783, + -0.009844262051285416, + 0.009810855897324774, + -0.009733935373673987, + 0.009700985657534586, + 0.009599004764941738, + -0.009544621770347598, + 0.009541492333858712, + -0.009528762115426553, + 0.00951329745275203, + -0.00941074506098445, + -0.009322581848551389, + -0.009305730327420264, + -0.009287189386406842, + -0.009121037310227148, + -0.009096616770009884, + 0.008980896105704635, + 0.008967318417350444, + -0.008964747522265098, + 0.00889138683176003, + 0.008823629216311423, + -0.008744752379376889, + -0.008671071725260599, + 0.008615758727036512, + -0.00859121760926784, + 0.00856816426144636, + -0.00847026130248026, + -0.008432501964203226, + 0.008323649056817197, + 0.008267117881688275, + -0.008242270085997337, + -0.008233809541884901, + -0.008231952096650416, + 0.00823140893536993, + 0.00820278623862195, + 0.008118011382582788, + 0.008108601265054818, + 0.008102687125168692, + 0.008082510800915115, + -0.007946878145548278, + -0.007933942254862538, + -0.007914560108537845, + -0.007842364471103654, + -0.007795945932290174, + -0.007744639992136199, + 0.007735317617662019, + 0.007704494825393215, + 0.007685088650648253, + 0.0075724872094998005, + 0.007554261956126755, + 0.007521514967762012, + -0.0074645390450432305, + 0.007455820229531212, + 0.0073940750543861075, + 0.007393506397471637, + -0.00736197676435032, + 0.0073578010455247105, + -0.007332434623173886, + -0.007321074017300732, + 0.007299943225547126, + 0.0072008539693313115, + 0.007156119801557179, + -0.007134394313842495, + 0.007132492256175246, + 0.007042517988579907, + -0.006992964092636608, + -0.006923056493006588, + -0.006922424706514534, + 0.006885429136600081, + 0.006861498006983273, + 0.006832368065742407, + -0.006820437225434857, + 0.006587561388363601, + 0.006532119097295113, + -0.006514117155240583, + -0.006489780562359167, + 0.006349145191963369, + 0.006349030854256575, + -0.006332565987682946, + 0.006323605317821598, + 0.006269225048356977, + 0.006229980361800871, + -0.006125920610093001, + -0.0061141721588207154, + 0.0060683280868106355, + 0.006005158802301915, + 0.005987764810719284, + 0.005985435518407501, + 0.0059510873576036636, + 0.005935336096968426, + 0.0059009208696871405, + -0.005892122040738812, + 0.005878232684407329, + -0.0058649086257810705, + 0.005849009335303742, + 0.005789822465262182, + -0.005778842779469978, + 0.005771805536932578, + -0.005761436998743194, + -0.005759909503970057, + 0.005699970569039844, + -0.005672284351841701, + 0.005672126430655882, + 0.005663398736564288, + 0.0056558357657572784, + -0.005617509383806286, + 0.005588566941325921, + 0.005557550015920675, + -0.005518648190458837, + -0.005480837707856406, + -0.0054782252302603964, + -0.005456858118003016, + -0.005436688082810422, + -0.005436218733673262, + 0.005406312789166079, + 0.005394355601465575, + -0.005149619760818017, + -0.0051207270494302865, + -0.005117862808798744, + -0.005091308246038355, + -0.005051841686752409, + 0.0050171788462911975, + -0.005015850840592843, + -0.0049823371247677386, + 0.004968178921537033, + 0.004950715244335949, + 0.004926028582923908, + 0.004899223849142005, + -0.004828683530993645, + -0.004814281303117252, + -0.004788914414875483, + -0.004782864733195419, + -0.0047793311446200455, + -0.004770944622717472, + -0.004736969566921085, + -0.004726628050766814, + -0.004701454670463646, + -0.004701293052467877, + 0.004658362636266369, + -0.004623226884531245, + 0.004600240378495959, + 0.004575995004669384, + 0.004539376544981674, + -0.004525419232225667, + 0.0045070787924385595, + -0.004472107890922693, + -0.00446572153267386, + 0.004422520783286163, + -0.004396739611263161, + 0.004386302515527683, + -0.00437614665224884, + -0.004364000537777757, + -0.004348068839934669, + 0.004325230424695973, + -0.004317140822929342, + 0.004297726088525316, + -0.004291491249510627, + -0.004278152091814471, + -0.004238650308498412, + 0.004235123350059381, + -0.004231041523523687, + -0.004203539746174557, + -0.0041971821856813946, + -0.004191372443054484, + -0.00416797298154367, + -0.00415848167227396, + 0.004157989963254604, + 0.0041299327755506005, + 0.004128657595177307, + -0.004097524278665495, + 0.004087026357261204, + 0.004085487850677785, + 0.00403783946775701, + 0.00400255621395656, + -0.003981209034669432, + -0.003971461734536111, + -0.003958512615855048, + -0.0039423992440201, + 0.003918580672119043, + -0.003917857860648911, + -0.003898601986549528, + -0.0038733926688760936, + -0.003871548231759753, + -0.0038519771782643463, + 0.003827915825923862, + -0.0038022913384461593, + -0.003790755880085749, + -0.0037764377719685326, + -0.003775854133347212, + 0.0037686426262864363, + 0.0037437561882348674, + -0.003739353273991254, + 0.003731049701356012, + -0.003719525352176961, + -0.0037100935618768816, + -0.0036997876055809642, + 0.0036902177483379714, + 0.003668583869698087, + -0.003667682034392915, + -0.0036657718217874944, + -0.0036638099048193697, + 0.0036531920398873235, + 0.003643484931001071, + -0.0036337891465105412, + 0.003632805045310289, + 0.0036297930912376204, + 0.0036297554081950773, + 0.0036235665506619817, + -0.003622647993872034, + -0.0035992330206717237, + -0.0035866771622964913, + 0.0035758464073897575, + 0.0035715890971039356, + -0.0035675909108914645, + 0.0035634673981135017, + 0.003556584407657146, + 0.0035482823136665474, + -0.003537673256436165, + 0.0035089222805158673, + -0.0034877747225056364, + -0.0034831487126107665, + 0.0034636037216647826, + -0.0034282209259206184, + 0.0034206767361614904, + -0.003417223535979026, + 0.003414466236313109, + -0.0034142762068747777, + 0.0033974376289284784, + -0.003388890875705006, + 0.003388147677653784, + -0.0033835267371596376, + -0.003383380545406288, + 0.0033823941819928934, + -0.00337235452341153, + -0.003361381175744797, + 0.003339128333706885, + -0.0033373439771882544, + 0.003314345092813689, + 0.003305389720034136, + 0.003271804032008329, + 0.0032682771144816264, + 0.0032304669454432484, + -0.003223487732174659, + -0.0032220636107984173, + 0.0032192264497194205, + -0.0032015349012224255, + 0.003186310196260024, + -0.003159037166996142, + 0.0031571813314933317, + 0.003152095661677588, + 0.0031432937154158443, + -0.0031392860179985794, + -0.0031346696246157806, + -0.0031177163571790355, + 0.0031164003796160626, + -0.0031120597542747663, + 0.003109946013362573, + -0.0030951483648645746, + -0.003063401036240319, + -0.003055623765714999, + 0.003055361306591547, + -0.0030481508799516726, + 0.0030390609839082527, + -0.0030282357101762665, + 0.002961182669469058, + 0.002954142943932293, + 0.002952634857003412, + -0.0029526029864429273, + -0.002941679945436276, + 0.0029327075552546115, + -0.002929864559716873, + -0.0028999815181260324, + -0.002899900779390089, + 0.002899107757943585, + -0.0028884217090135917, + 0.002880895541502651, + 0.0028748214624071296, + 0.002872076018224089, + -0.002854972792355643, + -0.0028545164309854163, + -0.002850634722739593, + 0.0028450268384418685, + -0.002823975492897077, + -0.002805744202363609, + 0.002803473742895119, + 0.0027911901237983104, + -0.0027699012509077685, + 0.002761165875234148, + -0.002751241577597935, + 0.002741970727263032, + -0.002741376522559313, + -0.0027382032922683096, + 0.002737600021634765, + -0.0027207369954057115, + 0.002716281998910197, + -0.0027042885386454898, + -0.0026979002881683074, + -0.002690965565568125, + 0.0026881972715456053, + -0.0026855166040474668, + 0.0026690104006128596, + -0.0026324970255125284, + 0.0025896104241457073, + -0.0025853086530348937, + 0.0025830388841519792, + 0.0025801472544272675, + -0.0025726667851536642, + -0.0025722697112561884, + 0.002550276091252922, + 0.0025430123458666186, + -0.002527454152402483, + 0.002511012668130678, + 0.002496126877157764, + -0.002487387045783836, + -0.0024821383442258107, + 0.002472237397560495, + 0.0024721085379837806, + 0.0024447342915956414, + 0.0024321939642621866, + -0.0024301942130330197, + 0.002412966447564082, + 0.0024052743089955867, + 0.0023897046897300516, + -0.0023842361496889206, + 0.0023807148045264974, + -0.002380523389680167, + 0.0023794921057140117, + -0.002370679397918305, + -0.0023564022185081027, + -0.002341222579545769, + 0.002341207948100695, + 0.0023083979207884887, + 0.002283154645197583, + -0.0022785653505175804, + 0.0022720622954563894, + -0.0022697629084000455, + 0.0022640139003732036, + -0.002247775558776512, + 0.0022434911329850113, + 0.002206755060044427, + 0.002204804781307625, + 0.002191468065263021, + -0.0021789255996744754, + -0.0021663501202476977, + 0.002159139758991015, + -0.002156300109450402, + -0.002143829704182856, + -0.0021351159180552663, + -0.0021198721973889937, + -0.0021158407363275206, + -0.00210021324518205, + 0.0020937571548493967, + 0.0020857547549397596, + 0.0020521661911473343, + 0.002044583364193382, + 0.0020443937769044317, + 0.002033234903790583, + 0.002031243426759214, + 0.002029676030807324, + -0.0020259144355432948, + 0.0020247235071816044, + 0.0020214402150907198, + 0.0020204854539721063, + 0.002003893317445116, + 0.0020002354277257003, + -0.001986848877594396, + 0.001985506554766892, + 0.001983941370564371, + 0.001983629893095161, + 0.001972629910286935, + -0.0019717976324362826, + 0.001966136284566712, + -0.001966057344499969, + 0.0019620469252739164, + 0.0019478983749188804, + 0.0019405912083428735, + 0.00193013953585214, + 0.0019266479941124274, + 0.0019243782868525493, + -0.0019160562402452909, + -0.0019157669963418185, + 0.0019071552375226873, + -0.0019046571517557901, + -0.001890974197752135, + 0.0018903440127082743, + -0.0018776054030483673, + -0.0018648313639898172, + 0.0018624201319638826, + -0.0018605135980863765, + 0.0018467807593217458, + -0.0018355103742716443, + 0.0018264439700866365, + -0.0018251944392661278, + 0.0018237712994621862, + 0.001818119938789101, + 0.0018029565602459675, + -0.001796532118408058, + 0.0017847406201227632, + -0.0017778497593104428, + -0.0017766676947604577, + 0.0017694923150492778, + 0.0017656170285103021, + -0.0017603609016221622, + -0.001747479297879527, + -0.00174638519474168, + -0.0017430604231723687, + 0.0017374773487340315, + -0.0017363364670533454, + 0.001736237329849369, + -0.001726148102472782, + -0.0017222629703720215, + 0.001716500049589086, + 0.0017123799015910637, + -0.0017097610195234666, + 0.0017055152815214382, + 0.0017042127504405705, + -0.0016983610263538794, + -0.0016982289803081378, + 0.00169246529150926, + 0.0016919218419099592, + -0.0016905590892095385, + 0.0016877677638150806, + 0.001685365087902822, + -0.0016825259329321994, + -0.0016802131891505419, + 0.0016692487772387043, + -0.001664866949226968, + -0.0016597977443754512, + -0.001644666933299537, + 0.0016436913251451242, + -0.0016323120433429405, + -0.001620735566546048, + -0.0016139572226576745, + 0.001611515200611886, + -0.001590267064488297, + 0.0015863953979450584, + 0.0015738781171279386, + -0.0015726346786483468, + 0.0015596420013965979, + 0.001552271287496218, + 0.0015469418538880122, + 0.001539237348712439, + -0.0015344828095640276, + 0.0015335912596827633, + 0.0015319357618198397, + -0.0015266489818260012, + -0.0015206300488169212, + 0.0015204516481919317, + -0.0015162315429660728, + -0.0015153120292458887, + 0.0015080302036155455, + -0.0015039001932973875, + 0.0014957222080345543, + 0.0014907269840550418, + 0.001482573068561605, + 0.0014816031265121364, + -0.0014554120369153585, + -0.0014535335417695837, + -0.001452200893095275, + 0.0014422552437022567, + 0.0014412797836542376, + -0.001441146291799593, + 0.0014406437582137786, + -0.0014401663147816412, + -0.0014337999555090314, + 0.0014267302677245482, + 0.0014261647064116138, + 0.001424475890720534, + -0.0014185219190316325, + 0.0013863596653161346, + -0.0013823899083201998, + -0.001372804675385772, + -0.001372031617467731, + -0.001366723309566071, + 0.001364589752016301, + -0.0013617656309175181, + 0.0013590499499648752, + 0.0013580234847127485, + -0.0013573489652423459, + 0.0013512394804077322, + 0.0013368591506389838, + -0.0013362674284421402, + 0.0013211893585800055, + 0.0013028184703973392, + -0.001301296490886394, + -0.0012877231335984133, + -0.0012858178010785762, + 0.001285006913493666, + 0.001280408914973062, + -0.001272215602324523, + 0.0012692852849527157, + -0.0012675606887180535, + 0.00126730119338575, + -0.0012630100524588914, + 0.0012627175671381804, + -0.0012548510616233947, + 0.0012500818750327475, + 0.001248158889457012, + 0.0012455739212820364, + 0.0012410328844372016, + -0.0012410259312901782, + 0.0012345195543624963, + 0.0012280945782542144, + 0.0012228577506228782, + -0.001217898132754962, + -0.0012177751624823502, + 0.0012150197322586976, + -0.001213619850249239, + 0.0012083703868053096, + -0.001205018827609419, + -0.0011898484451242416, + -0.0011875847267252843, + -0.0011856368084352527, + -0.0011806831966774903, + 0.0011743985797837548, + 0.0011730410636933016, + -0.0011723835453049602, + -0.0011702924529009553, + 0.0011673465756638938, + 0.0011570005169472797, + -0.0011542368111069085, + -0.001146220233149869, + 0.0011390774043692539, + 0.0011260449701882697, + -0.001124873438674127, + 0.0011216003683183846, + 0.0011191291283431221, + 0.0011168084102137737, + -0.00111364458854731, + 0.0011111760536376368, + 0.0011111060447853052, + -0.0011079213021963725, + -0.0011036218481503468, + 0.0011017501109152747, + 0.0010995224639400417, + 0.0010967628551244591, + 0.0010895451461450107, + 0.001088629136076684, + -0.0010882102276798876, + -0.001084918842960727, + -0.0010815990416187771, + 0.0010791224704486935, + 0.0010771192567230704, + 0.001072431499041672, + -0.0010714288698574419, + 0.0010695382633704002, + -0.001066953004430578, + -0.0010478814420117608, + 0.001044706053319594, + 0.0010429976943806963, + 0.0010385953893475375, + -0.0010326602791512888, + 0.0010265064106342332, + 0.0010161110020372912, + -0.00101445663051192, + 0.0010058773144445902, + 0.0009986135343588612, + -0.0009944834545554011, + 0.0009874096053137996, + -0.0009734406220850473, + -0.0009705329341329698, + 0.0009688130516552636, + 0.0009653207031778919, + 0.0009633199434066319, + 0.0009566376808235624, + 0.0009529404575160457, + -0.0009485691590551482, + -0.0009383626263277854, + -0.0009307113488537039, + -0.0009304398238912735, + 0.0009304184515815874, + 0.0009290366661037541, + 0.0009232518814953874, + -0.0009145195611439837, + -0.0009129183446326361, + 0.0009107042471008021, + 0.0009097197658009283, + 0.0009088927376634887, + 0.0009036497582989749, + -0.0009002757614537623, + -0.0008977851536855417, + -0.0008963528359682295, + -0.0008952917188220599, + 0.0008934541195189524, + 0.0008801750331286131, + 0.0008800198810532975, + -0.0008779110626237577, + -0.0008736815711305665, + -0.0008682514449290953, + -0.0008632300587756038, + 0.0008604346127869174, + 0.0008564879138924951, + 0.0008461585413515556, + 0.0008456966167028403, + -0.0008447008846109036, + -0.0008414938266690536, + -0.0008400095909154995, + 0.0008293161132743285, + -0.0008288482533991483, + -0.0008283983160210527, + 0.0008254611872775702, + 0.0008239008983215899, + 0.0008208124759435675, + 0.0008176235562546094, + 0.000813425918409087, + 0.0008128031380935786, + 0.0008121307914676149, + 0.0008089942945768685, + -0.0008059145046065906, + 0.0008006342609716626, + -0.0007944130891751962, + 0.0007913868247626525, + -0.0007912758810306067, + 0.0007891341005888749, + -0.0007826132058235811, + 0.000781078725726958, + 0.000778669263822595, + 0.0007767491498018946, + 0.000776468991391725, + -0.0007723287246011646, + -0.0007622675948516203, + 0.0007616997923143239, + 0.000759912176514801, + 0.0007598128047629539, + 0.0007591118692861488, + 0.0007583903566023578, + 0.0007579639094684052, + 0.0007545920394936698, + 0.0007461215976752816, + -0.0007425541538219297, + -0.0007324671813914034, + 0.0007262430850442402, + 0.000726070694838136, + 0.0007219981910564809, + 0.000721021344645574, + 0.0007188473945643223, + 0.0007183337063927212, + 0.000715035828648387, + -0.0007148526970550429, + -0.0007138151303710477, + 0.0007077734067464847, + -0.0007070282934095939, + 0.0007058469086479072, + -0.0007018002755661576, + 0.0006965733558143584, + 0.000694154905017664, + 0.0006938030941362858, + -0.0006887268083961654, + -0.0006886548851915484, + 0.0006875670100309289, + -0.0006856494904726217, + -0.000677415607460739, + 0.0006721843945610381, + 0.0006706845599129168, + -0.0006705075832294235, + 0.0006696348670703515, + -0.0006668421101761981, + -0.0006659838415711041, + 0.0006619594390887187, + -0.0006616383428341924, + -0.0006567002677498258, + 0.0006499658460495246, + 0.0006490233705531216, + -0.0006433329684431462, + -0.0006388574477514672, + 0.00063110704242849, + -0.0006238979697683746, + 0.0006171770599250121, + 0.0006162270301178241, + -0.0006145384928798609, + 0.0006124193204627997, + 0.000612367660000871, + -0.0006116441646367038, + -0.0006108033973174059, + 0.0006052815232798449, + -0.0006040594067151478, + -0.0006035220372676585, + -0.0006033560922851473, + -0.0005959343705955979, + -0.0005921284923783533, + -0.0005896089487624408, + 0.0005882566937661422, + 0.0005842696243686539, + 0.0005805297383748868, + -0.000578967784398205, + 0.000576656788136798, + -0.0005763777261976984, + -0.0005645899875755001, + -0.0005642955549464346, + 0.0005638841398654303, + -0.0005617135447584056, + 0.0005601273969325777, + -0.0005588212498377535, + -0.0005566270032183643, + 0.000553652758422129, + -0.000548160256103742, + -0.0005474573848400379, + -0.0005462261924962912, + 0.0005449152566322313, + -0.0005418420416334791, + -0.0005398613509504903, + -0.0005385451772564396, + -0.0005362095002740885, + 0.0005284848066803618, + 0.0005270687930300818, + 0.0005230405377049312, + 0.0005154297906279328, + -0.000512795685338797, + 0.0005011643648804069, + -0.000500742602005135, + -0.0004919327252317562, + -0.00048614009515225026, + -0.00048462017443143566, + 0.0004832972548061805, + -0.00047540380548161587, + -0.00047439232976619354, + -0.0004741545982518187, + -0.00047088813091721824, + 0.00047080058563729414, + 0.0004680682627949695, + 0.0004676975619141511, + -0.0004675885977473097, + 0.0004667583703429955, + -0.00046408891025776075, + 0.00046297027575184713, + -0.0004612802336596725, + -0.0004612025817677055, + 0.0004609065297062356, + -0.00046068904581129385, + -0.00045847977069055936, + 0.0004558482018963133, + 0.00045493159422061775, + 0.0004530318475522786, + 0.00044162450146255773, + 0.0004373698639450378, + -0.0004371079868468421, + -0.00043683428744408274, + -0.0004337605522157124, + -0.00043297973700201703, + -0.00043211823901214097, + -0.0004300243912107955, + 0.0004293656804427175, + 0.0004289814270913527, + -0.0004283626261417582, + -0.00042799580976596747, + 0.0004276545478327922, + 0.00042461045956499935, + 0.0004239706557699919, + 0.00042146495364810333, + -0.0004187965488914001, + 0.0004138676690804726, + -0.00041361139167649146, + 0.00041177544174510915, + -0.0004112581716266462, + -0.00040992267625940444, + 0.00040893512137760477, + 0.00040824415862480957, + 0.00040142213587963406, + -0.0004012971706031978, + -0.0003992947837172611, + -0.0003955011230815224, + 0.000395138263602423, + 0.00039219484877718884, + 0.00039107012461496975, + 0.0003909982824211131, + -0.0003885410454672696, + 0.00038797733295037773, + 0.00038671518032308626, + 0.00038624038097492586, + -0.00038478777351782004, + 0.0003843333471624589, + 0.00038419143290158386, + 0.00037971176723244454, + 0.00037937759344320216, + 0.00037239479268762795, + 0.0003705013650572798, + -0.0003674882309780294, + 0.00036105167975709863, + -0.0003600420449342975, + -0.000359696128739495, + -0.00035963694517114603, + 0.000350109191244818, + -0.0003449369836876841, + 0.0003445860665301638, + -0.00034009022444454854, + -0.0003386998873237646, + 0.0003350136388440743, + -0.00033349400481955566, + -0.0003321994033193908, + 0.0003260752489769368, + -0.00032457199558536454, + -0.0003187017430844296, + -0.0003126552402807306, + -0.000312031107629275, + -0.00031150195400064036, + -0.00030220610487408426, + 0.00029921523019072393, + 0.00029905850552740346, + -0.0002983776049442354, + 0.000298154245995942, + -0.00029722473670921383, + 0.0002964856333638713, + -0.00029550358377012715, + 0.0002953663913555973, + -0.0002933231704163531, + -0.0002923335303790122, + -0.00029212844282361253, + 0.00029123160957288927, + 0.0002895302297300865, + -0.00028744536846004876, + -0.0002872519066000101, + 0.0002872404900212011, + 0.0002854555821454495, + -0.0002851985554673753, + 0.00028356096264850494, + 0.00028029480424931954, + 0.0002778303863373128, + 0.0002764302806232581, + 0.00027591738587888167, + 0.0002740654703359521, + -0.00027284269016013203, + 0.0002702061046271422, + -0.0002682625651568179, + -0.0002673155168179247, + -0.0002634527861978289, + -0.0002611079057917488, + 0.0002607281128768514, + 0.0002597496596218835, + 0.0002592490422100918, + 0.0002585381761536497, + -0.0002539241784038545, + 0.00024847636219690037, + -0.00024800711219842027, + 0.00024402179780860903, + 0.00023995232939581882, + 0.0002396822042601811, + -0.00023888996083849394, + 0.0002380942767888666, + 0.00023503741784515516, + 0.00023491713970588237, + 0.00023371465377951983, + 0.00023174083993911013, + -0.00022810116157909497, + -0.00022738629729567196, + -0.0002263191713690498, + 0.00022619323209413408, + 0.00022493212733851696, + -0.00022492391536953115, + -0.00022418028209098605, + -0.00022408841058939744, + -0.00022403118468866358, + 0.00022241017045377933, + 0.00022078386278955798, + -0.00022046249399130312, + -0.00021891082648751913, + -0.00021866113570176334, + -0.00021584063613374382, + 0.00021576493497068626, + -0.00021524949699066996, + -0.00020978187886802691, + -0.00020976656453922823, + -0.00020742755930741832, + 0.00020647079938247473, + -0.000204824138473647, + 0.00020472000139422006, + -0.00020356724097121364, + 0.0002012131794742909, + -0.000200533665470219, + 0.00019980094873506426, + 0.0001988279696802331, + -0.00019870078318774115, + -0.000196059306493127, + -0.00019535473987682809, + 0.00019357438307305, + 0.00019318580238136316, + 0.00019165768062986957, + -0.00019059967043355414, + -0.00018546598192911284, + -0.00018498910465982685, + 0.00018452434446755125, + 0.00018401551618230476, + -0.00018153093099156762, + 0.00018106470560416213, + -0.00018105987816403033, + 0.0001801749688522705, + -0.00017846308095702533, + 0.0001750890000230069, + -0.00017234914210882026, + -0.00017208252085436146, + 0.00017052971489239508, + 0.00016742400846991143, + 0.00016597752131080067, + -0.0001647145441025934, + -0.00016272059844693742, + 0.0001580319394268215, + 0.00015638697460468076, + 0.00015407252572193427, + -0.0001533206684383443, + -0.0001532407672267608, + 0.0001528578008332359, + 0.00015170729941741168, + 0.00015022755695035266, + -0.00014796328281838384, + 0.00014740394164981506, + -0.00014687695158428085, + 0.0001454446737661747, + 0.00014439046895113307, + 0.0001438581643766653, + 0.00014351747048587036, + 0.0001418461060201107, + 0.0001404372863848308, + 0.00014005801590182893, + 0.00013951415633940982, + 0.00013845127240766041, + 0.00013467086357123694, + 0.00013261407065769524, + 0.00013139538944598522, + 0.00013134112633394755, + 0.0001306801982018443, + -0.000129985992326569, + -0.00012925004763829313, + 0.00012789638101404758, + -0.00012598231411351137, + -0.0001255735390633817, + 0.0001250981498634397, + -0.00012505461970109452, + 0.0001249198600530919, + 0.00012443666526415164, + 0.0001224479288641457, + 0.00012185648543564804, + -0.00012180906146148755, + 0.00012088873532911994, + 0.00011994758076886973, + -0.00011840558580016837, + -0.0001168992969134944, + 0.00011591254187731755, + 0.00011516882533896235, + 0.00011506166150558298, + 0.00011502559259014567, + -0.00011471379508189527, + 0.00011397627980138448, + 0.0001132369151927506, + -0.00011086713301143702, + -0.00010810676748329697, + 0.00010669688180265387, + 0.0001049920642810157, + -0.00010488493026510553, + 0.0001016826255725895, + -0.00010068507641237182, + -0.00010058106985785825, + 9.927416986444564e-05, + -9.88453901152569e-05, + -9.822164325748959e-05, + 9.794523861215475e-05, + -9.654864570427129e-05, + -9.643971278937214e-05, + -9.609810814081991e-05, + -9.53183645286681e-05, + -9.477280752756175e-05, + 9.434486862324094e-05, + 9.367322738629951e-05, + 9.354003281116481e-05, + 9.234124768211209e-05, + -9.189584022733333e-05, + -9.048271180196022e-05, + 8.895161755574745e-05, + 8.787739604979769e-05, + 8.692629556948855e-05, + 8.683856381477071e-05, + -8.620290997506286e-05, + 8.513668880782545e-05, + 8.24917399847628e-05, + 8.188858874683682e-05, + 8.105789093697641e-05, + 8.088515199705174e-05, + -7.95831655160285e-05, + 7.912339254221139e-05, + 7.852397608632583e-05, + -7.702140380573407e-05, + 7.669301034088976e-05, + -7.591417484167386e-05, + 7.515242136775322e-05, + -7.497695729101859e-05, + -7.43098572482976e-05, + -7.236651949947135e-05, + 7.16590007826985e-05, + -7.147813111636387e-05, + -6.908046092990326e-05, + -6.798560527661456e-05, + -6.765207005539052e-05, + 6.687747771153434e-05, + -6.573640812419223e-05, + 6.466535384885647e-05, + -6.404657446559792e-05, + -6.381654277500928e-05, + -6.269984668128394e-05, + 6.24204307342174e-05, + -6.154826518770837e-05, + -6.138168178305779e-05, + 6.0560250248716026e-05, + 5.997394131325198e-05, + 5.9611997274400494e-05, + 5.848820182972162e-05, + 5.8312510181666993e-05, + 5.829036256480992e-05, + 5.7506268970421044e-05, + 5.74680741784623e-05, + 5.683627789026308e-05, + 5.61923994402667e-05, + -5.615995602358171e-05, + 5.572992503534188e-05, + -5.546244863063953e-05, + -5.534693167616851e-05, + -5.305677989934498e-05, + -5.303026553088796e-05, + 5.272058018923061e-05, + 5.265501437962387e-05, + 5.258914535299669e-05, + -5.2038247540210666e-05, + 5.167145872014137e-05, + 5.105769846466731e-05, + -5.038939236265936e-05, + 4.9458310909289016e-05, + 4.836307149025161e-05, + -4.8330860090323425e-05, + -4.554623868903086e-05, + 4.4998017095686715e-05, + -4.4776426085535696e-05, + -4.441625929996937e-05, + -4.3107980432666835e-05, + -4.301638896152681e-05, + -4.2831836174856905e-05, + 4.263542876440386e-05, + 4.20641399641025e-05, + -4.153491935420919e-05, + 4.121440190781835e-05, + -3.963187984334126e-05, + -3.948613399469065e-05, + 3.911846156800834e-05, + -3.8998063502257226e-05, + -3.823934635115618e-05, + -3.762436966312601e-05, + 3.657965578955309e-05, + 3.641414459363186e-05, + 3.562592356085086e-05, + 3.560497391763676e-05, + 3.555791223312264e-05, + 3.434572386641996e-05, + 3.401684112368605e-05, + -3.394357042075122e-05, + 3.272050004871662e-05, + -3.256761990117384e-05, + -3.2141709981158116e-05, + -3.204695477118216e-05, + -3.1879884991467646e-05, + 3.1144581320080166e-05, + 3.098021372391723e-05, + 3.080083256886266e-05, + 3.0604825319610505e-05, + 3.0177434483551838e-05, + 2.930345836470781e-05, + 2.923132499885772e-05, + 2.8876978938357178e-05, + -2.873830729382916e-05, + 2.8434974299239664e-05, + 2.7930978141260722e-05, + -2.7683302126670886e-05, + -2.7381480155711284e-05, + -2.5960955808224437e-05, + 2.5619274356895065e-05, + 2.539652742119634e-05, + 2.442094312136307e-05, + -2.4003295546564043e-05, + 2.3729800640058767e-05, + 2.3693539877818437e-05, + 2.344578078308945e-05, + 2.2484328998378545e-05, + -2.177463403553251e-05, + -2.1758517920655772e-05, + 2.0204267816274683e-05, + -2.01444331668455e-05, + -2.0071287081320553e-05, + -1.997462815166345e-05, + -1.9859483298658676e-05, + -1.863117688389147e-05, + 1.7623445375005322e-05, + -1.6459252109698358e-05, + 1.639102405034679e-05, + 1.550336267994373e-05, + 1.5222899718583948e-05, + 1.4736775797899016e-05, + 1.3965273117611657e-05, + 1.3442585347445415e-05, + 1.2966778051917842e-05, + 1.1861940844860306e-05, + 1.1412977613285386e-05, + 1.1072334425953122e-05, + 1.096538205302792e-05, + -1.0867721016305427e-05, + -1.0607683610915876e-05, + -1.0099803508355425e-05, + -9.64670998363201e-06, + -9.614218532025629e-06, + 9.424341678253771e-06, + -9.29505307537612e-06, + -9.239198164487848e-06, + -9.122860491908962e-06, + 8.911385991953654e-06, + -8.53227747799415e-06, + 8.410551756695736e-06, + -8.220049427943298e-06, + -7.909219179875e-06, + 7.8188983809627e-06, + -7.551658298551536e-06, + 6.656569741214604e-06, + 6.411918318033658e-06, + 6.176285413836867e-06, + -5.863943358724096e-06, + 5.645263227578886e-06, + 5.067771773951294e-06, + 4.5448342789919104e-06, + 4.523772852506045e-06, + 4.483640701480599e-06, + 4.175979806295821e-06, + -3.444527561724902e-06, + -3.2212490876765337e-06, + 2.791743243823743e-06, + 2.7653015635730825e-06, + -2.6705853441615394e-06, + 2.3596455703349644e-06, + 2.3593940040936082e-06, + -2.159243707563171e-06, + -2.0776667179616377e-06, + 2.0422691014734986e-06, + 1.9926112769432775e-06, + 1.588982606828883e-06, + 1.5481161307911134e-06, + 1.3708974830907767e-06, + 1.2514314828478913e-06, + 1.23146975589801e-06, + 1.098045855262037e-06, + 1.0696276610218665e-06, + -1.06258459991323e-06, + 1.0518959161347213e-06, + -1.0459087982640248e-06, + -1.0131995733233795e-06, + 9.844826168244063e-07, + 7.619934718153399e-07, + 6.133000891576741e-07, + 5.739937754569805e-07, + 5.349932411802484e-07, + -5.026027426120059e-07, + 3.9674079595622896e-07, + 2.960975839658946e-07, + 2.7919585009027454e-07, + 2.569860053071717e-07, + -2.3266154244079754e-07, + 2.2644080642921806e-07, + -2.0015804848321371e-07, + 1.8093060955453561e-07, + 1.7766901297571133e-07, + 1.3228184271860743e-07, + -9.525093471330661e-08, + 6.674940609410924e-08, + 4.435944949503265e-08, + 3.3640023056010013e-08, + -2.5023929046406765e-08 + ], + "Absolute Coefficient": [ + 0.04274699861576167, + 0.037200331698937196, + 0.03232173582872956, + 0.032223819244889866, + 0.030195872948908048, + 0.028649579958458404, + 0.028210530596717926, + 0.027077142264799625, + 0.026544783020590858, + 0.026462852260010133, + 0.025613116636266912, + 0.025465872944191968, + 0.024506204945027383, + 0.024381359728906295, + 0.0243043023361805, + 0.023827267301144345, + 0.023694662516148504, + 0.02367993249319296, + 0.02350213514714659, + 0.023311599313163654, + 0.023030650142125665, + 0.022952281412779406, + 0.022698909167284717, + 0.02248954664791346, + 0.0222359468880439, + 0.0218532128526408, + 0.021834071101916895, + 0.02178468608283977, + 0.021704552644344653, + 0.020926213978148103, + 0.02041236608172496, + 0.019564979848806244, + 0.01951040721122055, + 0.01946760582699666, + 0.018705415370225232, + 0.01845695603460274, + 0.018297616651242923, + 0.0182695349476748, + 0.01826170575475271, + 0.017968744265497286, + 0.01777646748049986, + 0.017421745276651447, + 0.017404993077044486, + 0.017106258635620875, + 0.01699405320142429, + 0.015946726548752347, + 0.015829136305453313, + 0.015729011889922793, + 0.015657689992958218, + 0.015459704530321765, + 0.015287810755601667, + 0.015258711264233268, + 0.015094569923535466, + 0.015077694966580756, + 0.014591098325960249, + 0.014271379959739398, + 0.014215971745231154, + 0.014006546373523679, + 0.014002793341244097, + 0.01377136418476664, + 0.013645878250964501, + 0.01355502077617246, + 0.013400850047631451, + 0.013299744065507027, + 0.013218637185215858, + 0.013160231515617812, + 0.013114084089698906, + 0.01291634780697917, + 0.01251443021224151, + 0.012419490670901895, + 0.012389393278102736, + 0.012222122580594347, + 0.012197098230989736, + 0.012194404362422221, + 0.012161745196535895, + 0.012119307689981476, + 0.01195084364445589, + 0.011945741589894183, + 0.011882626391389584, + 0.011881278269985666, + 0.011853502565231265, + 0.011777742844711338, + 0.011754598614929196, + 0.011561582753541497, + 0.011503318132072888, + 0.011475995213908703, + 0.01144752484731307, + 0.01138859604272956, + 0.011312352204117934, + 0.011173542604148535, + 0.011112124272765925, + 0.011009039856212778, + 0.010895901449730653, + 0.010806480589888246, + 0.01068904728485406, + 0.010686390033847356, + 0.01059050898897971, + 0.010377400094342674, + 0.010264679497798768, + 0.010255742611686339, + 0.010179452281917353, + 0.010118707471649207, + 0.010083024561897145, + 0.010024033580562107, + 0.009880354615531783, + 0.009844262051285416, + 0.009810855897324774, + 0.009733935373673987, + 0.009700985657534586, + 0.009599004764941738, + 0.009544621770347598, + 0.009541492333858712, + 0.009528762115426553, + 0.00951329745275203, + 0.00941074506098445, + 0.009322581848551389, + 0.009305730327420264, + 0.009287189386406842, + 0.009121037310227148, + 0.009096616770009884, + 0.008980896105704635, + 0.008967318417350444, + 0.008964747522265098, + 0.00889138683176003, + 0.008823629216311423, + 0.008744752379376889, + 0.008671071725260599, + 0.008615758727036512, + 0.00859121760926784, + 0.00856816426144636, + 0.00847026130248026, + 0.008432501964203226, + 0.008323649056817197, + 0.008267117881688275, + 0.008242270085997337, + 0.008233809541884901, + 0.008231952096650416, + 0.00823140893536993, + 0.00820278623862195, + 0.008118011382582788, + 0.008108601265054818, + 0.008102687125168692, + 0.008082510800915115, + 0.007946878145548278, + 0.007933942254862538, + 0.007914560108537845, + 0.007842364471103654, + 0.007795945932290174, + 0.007744639992136199, + 0.007735317617662019, + 0.007704494825393215, + 0.007685088650648253, + 0.0075724872094998005, + 0.007554261956126755, + 0.007521514967762012, + 0.0074645390450432305, + 0.007455820229531212, + 0.0073940750543861075, + 0.007393506397471637, + 0.00736197676435032, + 0.0073578010455247105, + 0.007332434623173886, + 0.007321074017300732, + 0.007299943225547126, + 0.0072008539693313115, + 0.007156119801557179, + 0.007134394313842495, + 0.007132492256175246, + 0.007042517988579907, + 0.006992964092636608, + 0.006923056493006588, + 0.006922424706514534, + 0.006885429136600081, + 0.006861498006983273, + 0.006832368065742407, + 0.006820437225434857, + 0.006587561388363601, + 0.006532119097295113, + 0.006514117155240583, + 0.006489780562359167, + 0.006349145191963369, + 0.006349030854256575, + 0.006332565987682946, + 0.006323605317821598, + 0.006269225048356977, + 0.006229980361800871, + 0.006125920610093001, + 0.0061141721588207154, + 0.0060683280868106355, + 0.006005158802301915, + 0.005987764810719284, + 0.005985435518407501, + 0.0059510873576036636, + 0.005935336096968426, + 0.0059009208696871405, + 0.005892122040738812, + 0.005878232684407329, + 0.0058649086257810705, + 0.005849009335303742, + 0.005789822465262182, + 0.005778842779469978, + 0.005771805536932578, + 0.005761436998743194, + 0.005759909503970057, + 0.005699970569039844, + 0.005672284351841701, + 0.005672126430655882, + 0.005663398736564288, + 0.0056558357657572784, + 0.005617509383806286, + 0.005588566941325921, + 0.005557550015920675, + 0.005518648190458837, + 0.005480837707856406, + 0.0054782252302603964, + 0.005456858118003016, + 0.005436688082810422, + 0.005436218733673262, + 0.005406312789166079, + 0.005394355601465575, + 0.005149619760818017, + 0.0051207270494302865, + 0.005117862808798744, + 0.005091308246038355, + 0.005051841686752409, + 0.0050171788462911975, + 0.005015850840592843, + 0.0049823371247677386, + 0.004968178921537033, + 0.004950715244335949, + 0.004926028582923908, + 0.004899223849142005, + 0.004828683530993645, + 0.004814281303117252, + 0.004788914414875483, + 0.004782864733195419, + 0.0047793311446200455, + 0.004770944622717472, + 0.004736969566921085, + 0.004726628050766814, + 0.004701454670463646, + 0.004701293052467877, + 0.004658362636266369, + 0.004623226884531245, + 0.004600240378495959, + 0.004575995004669384, + 0.004539376544981674, + 0.004525419232225667, + 0.0045070787924385595, + 0.004472107890922693, + 0.00446572153267386, + 0.004422520783286163, + 0.004396739611263161, + 0.004386302515527683, + 0.00437614665224884, + 0.004364000537777757, + 0.004348068839934669, + 0.004325230424695973, + 0.004317140822929342, + 0.004297726088525316, + 0.004291491249510627, + 0.004278152091814471, + 0.004238650308498412, + 0.004235123350059381, + 0.004231041523523687, + 0.004203539746174557, + 0.0041971821856813946, + 0.004191372443054484, + 0.00416797298154367, + 0.00415848167227396, + 0.004157989963254604, + 0.0041299327755506005, + 0.004128657595177307, + 0.004097524278665495, + 0.004087026357261204, + 0.004085487850677785, + 0.00403783946775701, + 0.00400255621395656, + 0.003981209034669432, + 0.003971461734536111, + 0.003958512615855048, + 0.0039423992440201, + 0.003918580672119043, + 0.003917857860648911, + 0.003898601986549528, + 0.0038733926688760936, + 0.003871548231759753, + 0.0038519771782643463, + 0.003827915825923862, + 0.0038022913384461593, + 0.003790755880085749, + 0.0037764377719685326, + 0.003775854133347212, + 0.0037686426262864363, + 0.0037437561882348674, + 0.003739353273991254, + 0.003731049701356012, + 0.003719525352176961, + 0.0037100935618768816, + 0.0036997876055809642, + 0.0036902177483379714, + 0.003668583869698087, + 0.003667682034392915, + 0.0036657718217874944, + 0.0036638099048193697, + 0.0036531920398873235, + 0.003643484931001071, + 0.0036337891465105412, + 0.003632805045310289, + 0.0036297930912376204, + 0.0036297554081950773, + 0.0036235665506619817, + 0.003622647993872034, + 0.0035992330206717237, + 0.0035866771622964913, + 0.0035758464073897575, + 0.0035715890971039356, + 0.0035675909108914645, + 0.0035634673981135017, + 0.003556584407657146, + 0.0035482823136665474, + 0.003537673256436165, + 0.0035089222805158673, + 0.0034877747225056364, + 0.0034831487126107665, + 0.0034636037216647826, + 0.0034282209259206184, + 0.0034206767361614904, + 0.003417223535979026, + 0.003414466236313109, + 0.0034142762068747777, + 0.0033974376289284784, + 0.003388890875705006, + 0.003388147677653784, + 0.0033835267371596376, + 0.003383380545406288, + 0.0033823941819928934, + 0.00337235452341153, + 0.003361381175744797, + 0.003339128333706885, + 0.0033373439771882544, + 0.003314345092813689, + 0.003305389720034136, + 0.003271804032008329, + 0.0032682771144816264, + 0.0032304669454432484, + 0.003223487732174659, + 0.0032220636107984173, + 0.0032192264497194205, + 0.0032015349012224255, + 0.003186310196260024, + 0.003159037166996142, + 0.0031571813314933317, + 0.003152095661677588, + 0.0031432937154158443, + 0.0031392860179985794, + 0.0031346696246157806, + 0.0031177163571790355, + 0.0031164003796160626, + 0.0031120597542747663, + 0.003109946013362573, + 0.0030951483648645746, + 0.003063401036240319, + 0.003055623765714999, + 0.003055361306591547, + 0.0030481508799516726, + 0.0030390609839082527, + 0.0030282357101762665, + 0.002961182669469058, + 0.002954142943932293, + 0.002952634857003412, + 0.0029526029864429273, + 0.002941679945436276, + 0.0029327075552546115, + 0.002929864559716873, + 0.0028999815181260324, + 0.002899900779390089, + 0.002899107757943585, + 0.0028884217090135917, + 0.002880895541502651, + 0.0028748214624071296, + 0.002872076018224089, + 0.002854972792355643, + 0.0028545164309854163, + 0.002850634722739593, + 0.0028450268384418685, + 0.002823975492897077, + 0.002805744202363609, + 0.002803473742895119, + 0.0027911901237983104, + 0.0027699012509077685, + 0.002761165875234148, + 0.002751241577597935, + 0.002741970727263032, + 0.002741376522559313, + 0.0027382032922683096, + 0.002737600021634765, + 0.0027207369954057115, + 0.002716281998910197, + 0.0027042885386454898, + 0.0026979002881683074, + 0.002690965565568125, + 0.0026881972715456053, + 0.0026855166040474668, + 0.0026690104006128596, + 0.0026324970255125284, + 0.0025896104241457073, + 0.0025853086530348937, + 0.0025830388841519792, + 0.0025801472544272675, + 0.0025726667851536642, + 0.0025722697112561884, + 0.002550276091252922, + 0.0025430123458666186, + 0.002527454152402483, + 0.002511012668130678, + 0.002496126877157764, + 0.002487387045783836, + 0.0024821383442258107, + 0.002472237397560495, + 0.0024721085379837806, + 0.0024447342915956414, + 0.0024321939642621866, + 0.0024301942130330197, + 0.002412966447564082, + 0.0024052743089955867, + 0.0023897046897300516, + 0.0023842361496889206, + 0.0023807148045264974, + 0.002380523389680167, + 0.0023794921057140117, + 0.002370679397918305, + 0.0023564022185081027, + 0.002341222579545769, + 0.002341207948100695, + 0.0023083979207884887, + 0.002283154645197583, + 0.0022785653505175804, + 0.0022720622954563894, + 0.0022697629084000455, + 0.0022640139003732036, + 0.002247775558776512, + 0.0022434911329850113, + 0.002206755060044427, + 0.002204804781307625, + 0.002191468065263021, + 0.0021789255996744754, + 0.0021663501202476977, + 0.002159139758991015, + 0.002156300109450402, + 0.002143829704182856, + 0.0021351159180552663, + 0.0021198721973889937, + 0.0021158407363275206, + 0.00210021324518205, + 0.0020937571548493967, + 0.0020857547549397596, + 0.0020521661911473343, + 0.002044583364193382, + 0.0020443937769044317, + 0.002033234903790583, + 0.002031243426759214, + 0.002029676030807324, + 0.0020259144355432948, + 0.0020247235071816044, + 0.0020214402150907198, + 0.0020204854539721063, + 0.002003893317445116, + 0.0020002354277257003, + 0.001986848877594396, + 0.001985506554766892, + 0.001983941370564371, + 0.001983629893095161, + 0.001972629910286935, + 0.0019717976324362826, + 0.001966136284566712, + 0.001966057344499969, + 0.0019620469252739164, + 0.0019478983749188804, + 0.0019405912083428735, + 0.00193013953585214, + 0.0019266479941124274, + 0.0019243782868525493, + 0.0019160562402452909, + 0.0019157669963418185, + 0.0019071552375226873, + 0.0019046571517557901, + 0.001890974197752135, + 0.0018903440127082743, + 0.0018776054030483673, + 0.0018648313639898172, + 0.0018624201319638826, + 0.0018605135980863765, + 0.0018467807593217458, + 0.0018355103742716443, + 0.0018264439700866365, + 0.0018251944392661278, + 0.0018237712994621862, + 0.001818119938789101, + 0.0018029565602459675, + 0.001796532118408058, + 0.0017847406201227632, + 0.0017778497593104428, + 0.0017766676947604577, + 0.0017694923150492778, + 0.0017656170285103021, + 0.0017603609016221622, + 0.001747479297879527, + 0.00174638519474168, + 0.0017430604231723687, + 0.0017374773487340315, + 0.0017363364670533454, + 0.001736237329849369, + 0.001726148102472782, + 0.0017222629703720215, + 0.001716500049589086, + 0.0017123799015910637, + 0.0017097610195234666, + 0.0017055152815214382, + 0.0017042127504405705, + 0.0016983610263538794, + 0.0016982289803081378, + 0.00169246529150926, + 0.0016919218419099592, + 0.0016905590892095385, + 0.0016877677638150806, + 0.001685365087902822, + 0.0016825259329321994, + 0.0016802131891505419, + 0.0016692487772387043, + 0.001664866949226968, + 0.0016597977443754512, + 0.001644666933299537, + 0.0016436913251451242, + 0.0016323120433429405, + 0.001620735566546048, + 0.0016139572226576745, + 0.001611515200611886, + 0.001590267064488297, + 0.0015863953979450584, + 0.0015738781171279386, + 0.0015726346786483468, + 0.0015596420013965979, + 0.001552271287496218, + 0.0015469418538880122, + 0.001539237348712439, + 0.0015344828095640276, + 0.0015335912596827633, + 0.0015319357618198397, + 0.0015266489818260012, + 0.0015206300488169212, + 0.0015204516481919317, + 0.0015162315429660728, + 0.0015153120292458887, + 0.0015080302036155455, + 0.0015039001932973875, + 0.0014957222080345543, + 0.0014907269840550418, + 0.001482573068561605, + 0.0014816031265121364, + 0.0014554120369153585, + 0.0014535335417695837, + 0.001452200893095275, + 0.0014422552437022567, + 0.0014412797836542376, + 0.001441146291799593, + 0.0014406437582137786, + 0.0014401663147816412, + 0.0014337999555090314, + 0.0014267302677245482, + 0.0014261647064116138, + 0.001424475890720534, + 0.0014185219190316325, + 0.0013863596653161346, + 0.0013823899083201998, + 0.001372804675385772, + 0.001372031617467731, + 0.001366723309566071, + 0.001364589752016301, + 0.0013617656309175181, + 0.0013590499499648752, + 0.0013580234847127485, + 0.0013573489652423459, + 0.0013512394804077322, + 0.0013368591506389838, + 0.0013362674284421402, + 0.0013211893585800055, + 0.0013028184703973392, + 0.001301296490886394, + 0.0012877231335984133, + 0.0012858178010785762, + 0.001285006913493666, + 0.001280408914973062, + 0.001272215602324523, + 0.0012692852849527157, + 0.0012675606887180535, + 0.00126730119338575, + 0.0012630100524588914, + 0.0012627175671381804, + 0.0012548510616233947, + 0.0012500818750327475, + 0.001248158889457012, + 0.0012455739212820364, + 0.0012410328844372016, + 0.0012410259312901782, + 0.0012345195543624963, + 0.0012280945782542144, + 0.0012228577506228782, + 0.001217898132754962, + 0.0012177751624823502, + 0.0012150197322586976, + 0.001213619850249239, + 0.0012083703868053096, + 0.001205018827609419, + 0.0011898484451242416, + 0.0011875847267252843, + 0.0011856368084352527, + 0.0011806831966774903, + 0.0011743985797837548, + 0.0011730410636933016, + 0.0011723835453049602, + 0.0011702924529009553, + 0.0011673465756638938, + 0.0011570005169472797, + 0.0011542368111069085, + 0.001146220233149869, + 0.0011390774043692539, + 0.0011260449701882697, + 0.001124873438674127, + 0.0011216003683183846, + 0.0011191291283431221, + 0.0011168084102137737, + 0.00111364458854731, + 0.0011111760536376368, + 0.0011111060447853052, + 0.0011079213021963725, + 0.0011036218481503468, + 0.0011017501109152747, + 0.0010995224639400417, + 0.0010967628551244591, + 0.0010895451461450107, + 0.001088629136076684, + 0.0010882102276798876, + 0.001084918842960727, + 0.0010815990416187771, + 0.0010791224704486935, + 0.0010771192567230704, + 0.001072431499041672, + 0.0010714288698574419, + 0.0010695382633704002, + 0.001066953004430578, + 0.0010478814420117608, + 0.001044706053319594, + 0.0010429976943806963, + 0.0010385953893475375, + 0.0010326602791512888, + 0.0010265064106342332, + 0.0010161110020372912, + 0.00101445663051192, + 0.0010058773144445902, + 0.0009986135343588612, + 0.0009944834545554011, + 0.0009874096053137996, + 0.0009734406220850473, + 0.0009705329341329698, + 0.0009688130516552636, + 0.0009653207031778919, + 0.0009633199434066319, + 0.0009566376808235624, + 0.0009529404575160457, + 0.0009485691590551482, + 0.0009383626263277854, + 0.0009307113488537039, + 0.0009304398238912735, + 0.0009304184515815874, + 0.0009290366661037541, + 0.0009232518814953874, + 0.0009145195611439837, + 0.0009129183446326361, + 0.0009107042471008021, + 0.0009097197658009283, + 0.0009088927376634887, + 0.0009036497582989749, + 0.0009002757614537623, + 0.0008977851536855417, + 0.0008963528359682295, + 0.0008952917188220599, + 0.0008934541195189524, + 0.0008801750331286131, + 0.0008800198810532975, + 0.0008779110626237577, + 0.0008736815711305665, + 0.0008682514449290953, + 0.0008632300587756038, + 0.0008604346127869174, + 0.0008564879138924951, + 0.0008461585413515556, + 0.0008456966167028403, + 0.0008447008846109036, + 0.0008414938266690536, + 0.0008400095909154995, + 0.0008293161132743285, + 0.0008288482533991483, + 0.0008283983160210527, + 0.0008254611872775702, + 0.0008239008983215899, + 0.0008208124759435675, + 0.0008176235562546094, + 0.000813425918409087, + 0.0008128031380935786, + 0.0008121307914676149, + 0.0008089942945768685, + 0.0008059145046065906, + 0.0008006342609716626, + 0.0007944130891751962, + 0.0007913868247626525, + 0.0007912758810306067, + 0.0007891341005888749, + 0.0007826132058235811, + 0.000781078725726958, + 0.000778669263822595, + 0.0007767491498018946, + 0.000776468991391725, + 0.0007723287246011646, + 0.0007622675948516203, + 0.0007616997923143239, + 0.000759912176514801, + 0.0007598128047629539, + 0.0007591118692861488, + 0.0007583903566023578, + 0.0007579639094684052, + 0.0007545920394936698, + 0.0007461215976752816, + 0.0007425541538219297, + 0.0007324671813914034, + 0.0007262430850442402, + 0.000726070694838136, + 0.0007219981910564809, + 0.000721021344645574, + 0.0007188473945643223, + 0.0007183337063927212, + 0.000715035828648387, + 0.0007148526970550429, + 0.0007138151303710477, + 0.0007077734067464847, + 0.0007070282934095939, + 0.0007058469086479072, + 0.0007018002755661576, + 0.0006965733558143584, + 0.000694154905017664, + 0.0006938030941362858, + 0.0006887268083961654, + 0.0006886548851915484, + 0.0006875670100309289, + 0.0006856494904726217, + 0.000677415607460739, + 0.0006721843945610381, + 0.0006706845599129168, + 0.0006705075832294235, + 0.0006696348670703515, + 0.0006668421101761981, + 0.0006659838415711041, + 0.0006619594390887187, + 0.0006616383428341924, + 0.0006567002677498258, + 0.0006499658460495246, + 0.0006490233705531216, + 0.0006433329684431462, + 0.0006388574477514672, + 0.00063110704242849, + 0.0006238979697683746, + 0.0006171770599250121, + 0.0006162270301178241, + 0.0006145384928798609, + 0.0006124193204627997, + 0.000612367660000871, + 0.0006116441646367038, + 0.0006108033973174059, + 0.0006052815232798449, + 0.0006040594067151478, + 0.0006035220372676585, + 0.0006033560922851473, + 0.0005959343705955979, + 0.0005921284923783533, + 0.0005896089487624408, + 0.0005882566937661422, + 0.0005842696243686539, + 0.0005805297383748868, + 0.000578967784398205, + 0.000576656788136798, + 0.0005763777261976984, + 0.0005645899875755001, + 0.0005642955549464346, + 0.0005638841398654303, + 0.0005617135447584056, + 0.0005601273969325777, + 0.0005588212498377535, + 0.0005566270032183643, + 0.000553652758422129, + 0.000548160256103742, + 0.0005474573848400379, + 0.0005462261924962912, + 0.0005449152566322313, + 0.0005418420416334791, + 0.0005398613509504903, + 0.0005385451772564396, + 0.0005362095002740885, + 0.0005284848066803618, + 0.0005270687930300818, + 0.0005230405377049312, + 0.0005154297906279328, + 0.000512795685338797, + 0.0005011643648804069, + 0.000500742602005135, + 0.0004919327252317562, + 0.00048614009515225026, + 0.00048462017443143566, + 0.0004832972548061805, + 0.00047540380548161587, + 0.00047439232976619354, + 0.0004741545982518187, + 0.00047088813091721824, + 0.00047080058563729414, + 0.0004680682627949695, + 0.0004676975619141511, + 0.0004675885977473097, + 0.0004667583703429955, + 0.00046408891025776075, + 0.00046297027575184713, + 0.0004612802336596725, + 0.0004612025817677055, + 0.0004609065297062356, + 0.00046068904581129385, + 0.00045847977069055936, + 0.0004558482018963133, + 0.00045493159422061775, + 0.0004530318475522786, + 0.00044162450146255773, + 0.0004373698639450378, + 0.0004371079868468421, + 0.00043683428744408274, + 0.0004337605522157124, + 0.00043297973700201703, + 0.00043211823901214097, + 0.0004300243912107955, + 0.0004293656804427175, + 0.0004289814270913527, + 0.0004283626261417582, + 0.00042799580976596747, + 0.0004276545478327922, + 0.00042461045956499935, + 0.0004239706557699919, + 0.00042146495364810333, + 0.0004187965488914001, + 0.0004138676690804726, + 0.00041361139167649146, + 0.00041177544174510915, + 0.0004112581716266462, + 0.00040992267625940444, + 0.00040893512137760477, + 0.00040824415862480957, + 0.00040142213587963406, + 0.0004012971706031978, + 0.0003992947837172611, + 0.0003955011230815224, + 0.000395138263602423, + 0.00039219484877718884, + 0.00039107012461496975, + 0.0003909982824211131, + 0.0003885410454672696, + 0.00038797733295037773, + 0.00038671518032308626, + 0.00038624038097492586, + 0.00038478777351782004, + 0.0003843333471624589, + 0.00038419143290158386, + 0.00037971176723244454, + 0.00037937759344320216, + 0.00037239479268762795, + 0.0003705013650572798, + 0.0003674882309780294, + 0.00036105167975709863, + 0.0003600420449342975, + 0.000359696128739495, + 0.00035963694517114603, + 0.000350109191244818, + 0.0003449369836876841, + 0.0003445860665301638, + 0.00034009022444454854, + 0.0003386998873237646, + 0.0003350136388440743, + 0.00033349400481955566, + 0.0003321994033193908, + 0.0003260752489769368, + 0.00032457199558536454, + 0.0003187017430844296, + 0.0003126552402807306, + 0.000312031107629275, + 0.00031150195400064036, + 0.00030220610487408426, + 0.00029921523019072393, + 0.00029905850552740346, + 0.0002983776049442354, + 0.000298154245995942, + 0.00029722473670921383, + 0.0002964856333638713, + 0.00029550358377012715, + 0.0002953663913555973, + 0.0002933231704163531, + 0.0002923335303790122, + 0.00029212844282361253, + 0.00029123160957288927, + 0.0002895302297300865, + 0.00028744536846004876, + 0.0002872519066000101, + 0.0002872404900212011, + 0.0002854555821454495, + 0.0002851985554673753, + 0.00028356096264850494, + 0.00028029480424931954, + 0.0002778303863373128, + 0.0002764302806232581, + 0.00027591738587888167, + 0.0002740654703359521, + 0.00027284269016013203, + 0.0002702061046271422, + 0.0002682625651568179, + 0.0002673155168179247, + 0.0002634527861978289, + 0.0002611079057917488, + 0.0002607281128768514, + 0.0002597496596218835, + 0.0002592490422100918, + 0.0002585381761536497, + 0.0002539241784038545, + 0.00024847636219690037, + 0.00024800711219842027, + 0.00024402179780860903, + 0.00023995232939581882, + 0.0002396822042601811, + 0.00023888996083849394, + 0.0002380942767888666, + 0.00023503741784515516, + 0.00023491713970588237, + 0.00023371465377951983, + 0.00023174083993911013, + 0.00022810116157909497, + 0.00022738629729567196, + 0.0002263191713690498, + 0.00022619323209413408, + 0.00022493212733851696, + 0.00022492391536953115, + 0.00022418028209098605, + 0.00022408841058939744, + 0.00022403118468866358, + 0.00022241017045377933, + 0.00022078386278955798, + 0.00022046249399130312, + 0.00021891082648751913, + 0.00021866113570176334, + 0.00021584063613374382, + 0.00021576493497068626, + 0.00021524949699066996, + 0.00020978187886802691, + 0.00020976656453922823, + 0.00020742755930741832, + 0.00020647079938247473, + 0.000204824138473647, + 0.00020472000139422006, + 0.00020356724097121364, + 0.0002012131794742909, + 0.000200533665470219, + 0.00019980094873506426, + 0.0001988279696802331, + 0.00019870078318774115, + 0.000196059306493127, + 0.00019535473987682809, + 0.00019357438307305, + 0.00019318580238136316, + 0.00019165768062986957, + 0.00019059967043355414, + 0.00018546598192911284, + 0.00018498910465982685, + 0.00018452434446755125, + 0.00018401551618230476, + 0.00018153093099156762, + 0.00018106470560416213, + 0.00018105987816403033, + 0.0001801749688522705, + 0.00017846308095702533, + 0.0001750890000230069, + 0.00017234914210882026, + 0.00017208252085436146, + 0.00017052971489239508, + 0.00016742400846991143, + 0.00016597752131080067, + 0.0001647145441025934, + 0.00016272059844693742, + 0.0001580319394268215, + 0.00015638697460468076, + 0.00015407252572193427, + 0.0001533206684383443, + 0.0001532407672267608, + 0.0001528578008332359, + 0.00015170729941741168, + 0.00015022755695035266, + 0.00014796328281838384, + 0.00014740394164981506, + 0.00014687695158428085, + 0.0001454446737661747, + 0.00014439046895113307, + 0.0001438581643766653, + 0.00014351747048587036, + 0.0001418461060201107, + 0.0001404372863848308, + 0.00014005801590182893, + 0.00013951415633940982, + 0.00013845127240766041, + 0.00013467086357123694, + 0.00013261407065769524, + 0.00013139538944598522, + 0.00013134112633394755, + 0.0001306801982018443, + 0.000129985992326569, + 0.00012925004763829313, + 0.00012789638101404758, + 0.00012598231411351137, + 0.0001255735390633817, + 0.0001250981498634397, + 0.00012505461970109452, + 0.0001249198600530919, + 0.00012443666526415164, + 0.0001224479288641457, + 0.00012185648543564804, + 0.00012180906146148755, + 0.00012088873532911994, + 0.00011994758076886973, + 0.00011840558580016837, + 0.0001168992969134944, + 0.00011591254187731755, + 0.00011516882533896235, + 0.00011506166150558298, + 0.00011502559259014567, + 0.00011471379508189527, + 0.00011397627980138448, + 0.0001132369151927506, + 0.00011086713301143702, + 0.00010810676748329697, + 0.00010669688180265387, + 0.0001049920642810157, + 0.00010488493026510553, + 0.0001016826255725895, + 0.00010068507641237182, + 0.00010058106985785825, + 9.927416986444564e-05, + 9.88453901152569e-05, + 9.822164325748959e-05, + 9.794523861215475e-05, + 9.654864570427129e-05, + 9.643971278937214e-05, + 9.609810814081991e-05, + 9.53183645286681e-05, + 9.477280752756175e-05, + 9.434486862324094e-05, + 9.367322738629951e-05, + 9.354003281116481e-05, + 9.234124768211209e-05, + 9.189584022733333e-05, + 9.048271180196022e-05, + 8.895161755574745e-05, + 8.787739604979769e-05, + 8.692629556948855e-05, + 8.683856381477071e-05, + 8.620290997506286e-05, + 8.513668880782545e-05, + 8.24917399847628e-05, + 8.188858874683682e-05, + 8.105789093697641e-05, + 8.088515199705174e-05, + 7.95831655160285e-05, + 7.912339254221139e-05, + 7.852397608632583e-05, + 7.702140380573407e-05, + 7.669301034088976e-05, + 7.591417484167386e-05, + 7.515242136775322e-05, + 7.497695729101859e-05, + 7.43098572482976e-05, + 7.236651949947135e-05, + 7.16590007826985e-05, + 7.147813111636387e-05, + 6.908046092990326e-05, + 6.798560527661456e-05, + 6.765207005539052e-05, + 6.687747771153434e-05, + 6.573640812419223e-05, + 6.466535384885647e-05, + 6.404657446559792e-05, + 6.381654277500928e-05, + 6.269984668128394e-05, + 6.24204307342174e-05, + 6.154826518770837e-05, + 6.138168178305779e-05, + 6.0560250248716026e-05, + 5.997394131325198e-05, + 5.9611997274400494e-05, + 5.848820182972162e-05, + 5.8312510181666993e-05, + 5.829036256480992e-05, + 5.7506268970421044e-05, + 5.74680741784623e-05, + 5.683627789026308e-05, + 5.61923994402667e-05, + 5.615995602358171e-05, + 5.572992503534188e-05, + 5.546244863063953e-05, + 5.534693167616851e-05, + 5.305677989934498e-05, + 5.303026553088796e-05, + 5.272058018923061e-05, + 5.265501437962387e-05, + 5.258914535299669e-05, + 5.2038247540210666e-05, + 5.167145872014137e-05, + 5.105769846466731e-05, + 5.038939236265936e-05, + 4.9458310909289016e-05, + 4.836307149025161e-05, + 4.8330860090323425e-05, + 4.554623868903086e-05, + 4.4998017095686715e-05, + 4.4776426085535696e-05, + 4.441625929996937e-05, + 4.3107980432666835e-05, + 4.301638896152681e-05, + 4.2831836174856905e-05, + 4.263542876440386e-05, + 4.20641399641025e-05, + 4.153491935420919e-05, + 4.121440190781835e-05, + 3.963187984334126e-05, + 3.948613399469065e-05, + 3.911846156800834e-05, + 3.8998063502257226e-05, + 3.823934635115618e-05, + 3.762436966312601e-05, + 3.657965578955309e-05, + 3.641414459363186e-05, + 3.562592356085086e-05, + 3.560497391763676e-05, + 3.555791223312264e-05, + 3.434572386641996e-05, + 3.401684112368605e-05, + 3.394357042075122e-05, + 3.272050004871662e-05, + 3.256761990117384e-05, + 3.2141709981158116e-05, + 3.204695477118216e-05, + 3.1879884991467646e-05, + 3.1144581320080166e-05, + 3.098021372391723e-05, + 3.080083256886266e-05, + 3.0604825319610505e-05, + 3.0177434483551838e-05, + 2.930345836470781e-05, + 2.923132499885772e-05, + 2.8876978938357178e-05, + 2.873830729382916e-05, + 2.8434974299239664e-05, + 2.7930978141260722e-05, + 2.7683302126670886e-05, + 2.7381480155711284e-05, + 2.5960955808224437e-05, + 2.5619274356895065e-05, + 2.539652742119634e-05, + 2.442094312136307e-05, + 2.4003295546564043e-05, + 2.3729800640058767e-05, + 2.3693539877818437e-05, + 2.344578078308945e-05, + 2.2484328998378545e-05, + 2.177463403553251e-05, + 2.1758517920655772e-05, + 2.0204267816274683e-05, + 2.01444331668455e-05, + 2.0071287081320553e-05, + 1.997462815166345e-05, + 1.9859483298658676e-05, + 1.863117688389147e-05, + 1.7623445375005322e-05, + 1.6459252109698358e-05, + 1.639102405034679e-05, + 1.550336267994373e-05, + 1.5222899718583948e-05, + 1.4736775797899016e-05, + 1.3965273117611657e-05, + 1.3442585347445415e-05, + 1.2966778051917842e-05, + 1.1861940844860306e-05, + 1.1412977613285386e-05, + 1.1072334425953122e-05, + 1.096538205302792e-05, + 1.0867721016305427e-05, + 1.0607683610915876e-05, + 1.0099803508355425e-05, + 9.64670998363201e-06, + 9.614218532025629e-06, + 9.424341678253771e-06, + 9.29505307537612e-06, + 9.239198164487848e-06, + 9.122860491908962e-06, + 8.911385991953654e-06, + 8.53227747799415e-06, + 8.410551756695736e-06, + 8.220049427943298e-06, + 7.909219179875e-06, + 7.8188983809627e-06, + 7.551658298551536e-06, + 6.656569741214604e-06, + 6.411918318033658e-06, + 6.176285413836867e-06, + 5.863943358724096e-06, + 5.645263227578886e-06, + 5.067771773951294e-06, + 4.5448342789919104e-06, + 4.523772852506045e-06, + 4.483640701480599e-06, + 4.175979806295821e-06, + 3.444527561724902e-06, + 3.2212490876765337e-06, + 2.791743243823743e-06, + 2.7653015635730825e-06, + 2.6705853441615394e-06, + 2.3596455703349644e-06, + 2.3593940040936082e-06, + 2.159243707563171e-06, + 2.0776667179616377e-06, + 2.0422691014734986e-06, + 1.9926112769432775e-06, + 1.588982606828883e-06, + 1.5481161307911134e-06, + 1.3708974830907767e-06, + 1.2514314828478913e-06, + 1.23146975589801e-06, + 1.098045855262037e-06, + 1.0696276610218665e-06, + 1.06258459991323e-06, + 1.0518959161347213e-06, + 1.0459087982640248e-06, + 1.0131995733233795e-06, + 9.844826168244063e-07, + 7.619934718153399e-07, + 6.133000891576741e-07, + 5.739937754569805e-07, + 5.349932411802484e-07, + 5.026027426120059e-07, + 3.9674079595622896e-07, + 2.960975839658946e-07, + 2.7919585009027454e-07, + 2.569860053071717e-07, + 2.3266154244079754e-07, + 2.2644080642921806e-07, + 2.0015804848321371e-07, + 1.8093060955453561e-07, + 1.7766901297571133e-07, + 1.3228184271860743e-07, + 9.525093471330661e-08, + 6.674940609410924e-08, + 4.435944949503265e-08, + 3.3640023056010013e-08, + 2.5023929046406765e-08 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 83.2, + "precision": 25.238095238095234, + "recall": 19.714285714285715, + "f1": 20.641025641025642 + }, + "selection": { + "precision": 0.559783947422041, + "recall": 8.05194805194805, + "f1": 1.0467511942555452, + "jaccard": 0.5266174451725474 + } + } +} \ No newline at end of file diff --git a/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Migraine.json b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Migraine.json new file mode 100644 index 0000000000000000000000000000000000000000..4165116a381e917f46210fcd179faac5c3e8e7bd --- /dev/null +++ b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Migraine.json @@ -0,0 +1,3852 @@ +{ + "significant_genes": { + "Variable": [ + "AATF", + "AADAC", + "ACTMAP", + "ALPK2", + "A2M", + "ABCF2", + "ABCC6", + "ACSM5", + "ACADVL", + "ACSM4", + "ACOT4", + "ADAMTS12", + "AAMDC", + "AASDHPPT", + "ANKRD40", + "ABHD2", + "ACOT2", + "ABCB10", + "ACRV1", + "ABCE1", + "ADGRG4", + "ACTN3", + "ABI3BP", + "ABCC10", + "ABCB8", + "AGR2", + "ALDH4A1", + "ART3", + "ACAT2", + "ALDH1L1", + "AACS", + "ADGRE4P", + "ABCC13", + "ACSM2A", + "AFG1L", + "ABCC8", + "ABLIM3", + "AGRP", + "AK2", + "ABCA8", + "AADACL3", + "AHCYL2", + "ADAMTSL2", + "ABHD17B", + "ADAMTSL5", + "AEN", + "ABCA6", + "ARHGAP24", + "ALDOB", + "AFF2", + "ABHD1", + "ADAM21P1", + "ALKBH4", + "ACSM3", + "ARL3", + "ADRA1A", + "ABHD13", + "AKAP7", + "ABLIM2", + "ABCA12", + "ACTR5", + "ABCA11P", + "ACBD6", + "ACO2", + "ACTR2", + "ABHD5", + "ADCYAP1", + "AARSD1", + "AGER", + "ADAD1", + "ABCB5", + "ACTR10", + "ADAP2", + "ADCY9", + "ALAD", + "AOX1", + "ACMSD", + "ACKR1", + "ARHGAP22", + "ADGRD2", + "ABCC9", + "ARHGAP23", + "ANKZF1", + "BPIFA4P", + "A3GALT2", + "ADH5", + "ABHD12", + "ABHD17A", + "ANKK1", + "APBA3", + "ADAD2", + "BBS5", + "ABCC4", + "ACOT1", + "APLP1", + "ACTRT1", + "ALOX12P2", + "AIRIM", + "ASIP", + "ADGRG2", + "ABCA10", + "ANGEL2", + "ALDH1L2", + "ADCY1", + "AKAP1", + "ABI1", + "ABRAXAS1", + "ACER1", + "AP4M1", + "BMP5", + "APCS", + "ACSL5", + "ABRA", + "ADAM21", + "ALX1", + "ABCB4", + "ALG1L1P", + "AGAP7P", + "ALG9", + "ANO3", + "ADGRG6", + "ACKR3", + "AP2S1", + "AARS1", + "C1orf167", + "BHLHE22", + "ADCK5", + "ALDH7A1", + "AKAP8", + "ABAT", + "ABCB11", + "APLN", + "C3orf20", + "AKR1B15", + "ARSL", + "ALDH18A1", + "ANGPT2", + "ASXL1", + "ADAM5", + "ACACB", + "ANK3", + "APOBEC3H", + "APCDD1", + "ADA", + "AKR1C8", + "ABCF3", + "ATXN1L", + "ADORA3", + "AFDN-DT", + "ABCD1", + "ATG10", + "HMGB4", + "ARFRP1", + "AEBP1", + "ADAM32", + "ADK", + "AFAP1L1", + "ARHGEF19", + "ADO", + "ADGRV1", + "C2", + "ALDH16A1", + "AK3", + "ACTL10", + "ADIPOR1", + "ANKAR", + "CTXN2", + "ACAP3", + "CETN3", + "ARID1A", + "BANP", + "ADAMTSL4", + "ACTL6B", + "A1BG", + "CHRM1", + "ADGRF2P", + "AADAT", + "ADORA1", + "APEX2", + "ALCAM", + "ANKRD13C", + "ANO7", + "CACNA2D1", + "AP4B1", + "AACSP1", + "ANKFN1", + "AP2A2", + "ABHD11", + "ANO1", + "BAGE2", + "ADAMTS8", + "AP5S1", + "ACVR2A", + "ANKMY1", + "ACP2", + "AAK1", + "COLEC10", + "AP4E1", + "ACTL7A", + "ARHGEF15", + "ADTRP", + "ANKRD34A", + "ASTE1", + "ABR", + "ATF1", + "ARID3C", + "CLEC4GP1", + "CNPY1", + "C12orf43", + "ADAM22", + "APOLD1", + "AHSP", + "AURKC", + "AIPL1", + "ALPL", + "ACTR6", + "AGT", + "ANKRA2", + "ARHGEF16", + "ACVR1C", + "BDH2", + "ASPN", + "ABRAXAS2", + "ADAMTSL1", + "CD109", + "CA14", + "ACSM2B", + "CAND2", + "CAPN11", + "ABCB1", + "AMER3", + "C1orf216", + "CRTC3", + "BMERB1", + "ACP5", + "FUZ", + "GARNL3", + "ANAPC15", + "AMELX", + "ATRX", + "ARHGEF28", + "AAAS", + "ABCB9", + "ANKS4B", + "ANKRD24", + "ACSM1", + "DHX30", + "AQP4", + "CCDC27", + "AMPH", + "ADAMTS10", + "AP1S1", + "ARMH4", + "ARLN", + "ADCY4", + "CDH7", + "AMPD3", + "ADAM8", + "AQP1", + "AKAP14", + "BCL2L12", + "ADARB1", + "ANKLE2", + "ACTBL2", + "ADAMTS16", + "BRDT", + "AMHR2", + "ALDH3A2", + "BAHCC1", + "BDNF-AS", + "ANKIB1", + "ANKRD20A8P", + "AKIRIN2", + "FAM225B", + "ANOS1", + "AGAP4", + "ADGRF4", + "SCTR", + "CLLU1-AS1", + "ADGRB2", + "BMAL2", + "CCAR2", + "CALR3", + "ATAT1", + "ANKRD31", + "ATP10D", + "DAZL", + "ANAPC2", + "ACOD1", + "ASB16-AS1", + "ATP5MC3", + "ARHGAP32", + "AIG1", + "AICDA", + "BRI3BP", + "C16orf87", + "AHSG", + "BPESC1", + "ADIPOR2", + "AMY2B", + "ACOX3", + "AIF1", + "FAM90A13", + "BCO2", + "CHRDL2", + "ANKRD54", + "ANO2", + "ACYP1", + "CGREF1", + "AADACL4", + "BTNL2", + "ATRNL1", + "ADAM7", + "CBX8", + "AVP", + "MGAT5", + "ACTG1", + "ARHGEF25", + "APOBEC3D", + "CDYL", + "COL11A1", + "ANAPC7", + "COQ3", + "CDKL3", + "ANKRD18B", + "DUX3", + "ABCA3", + "DAZ4", + "AKAP6", + "CHDH", + "BRWD1-AS2", + "ACBD5", + "LILRA3", + "CASP9", + "ACADL", + "LOC654780", + "BRS3", + "ACO1", + "CACNA1A", + "BCAT1", + "C10orf55", + "ATF6B", + "ATAD3B", + "GLRA1", + "BMP2KL", + "CLSTN2", + "ATXN2L", + "AGBL2", + "C3orf18", + "ACTN2", + "ADGRL1", + "ACR", + "ABO", + "ASAH1", + "ADGRL3", + "DEFB103A", + "ADGRE3", + "CHST2", + "ANAPC4", + "DLST", + "CHRM4", + "AAR2", + "CFAP20", + "DHDH", + "ANKRD18A", + "ABCA9", + "TRIM42", + "ABCA1", + "AMDHD2", + "AKNA", + "C1orf53", + "SNORD113-5", + "ACOXL", + "AKR1A1", + "C7orf57", + "AAGAB", + "AFDN", + "CENPL", + "CLEC4M", + "ANK1", + "C1QBP", + "AZGP1", + "CCDC116", + "ADAMTS1", + "BCL9L", + "PAFAH1B3", + "COL13A1", + "CARD19", + "ABITRAM", + "CHD1L", + "ANKRD20A2P", + "ANKRD35", + "ADORA2B", + "DAPL1", + "ANXA8", + "ADAM15", + "ASB12", + "AGPAT4", + "ADAM17", + "ADAMTS7", + "ABI3", + "ADH4", + "ARMCX5", + "AKIRIN1", + "ANXA2P1", + "AXIN2", + "ATP6V1F", + "ARSB", + "CFAP53", + "ADAMTS4", + "APMAP", + "AKR1C4", + "DRAXIN", + "A4GNT", + "CDC14C", + "ANKRD20A11P", + "CSNK1E", + "BTBD16", + "HRG", + "ADGRA1", + "AGO2", + "FBXL2", + "AGAP11", + "AGPAT3", + "ARHGAP10", + "ABTB1", + "CLTCL1", + "ADGRA3", + "BIRC2", + "ABCD2", + "DTX1", + "CLDN3", + "AATK", + "ATP5PD", + "CATSPERE", + "CNTNAP1", + "AASS", + "CRTAP", + "AGRN", + "APOL6", + "ATP6V1G3", + "AQP6", + "ANLN", + "CNR2", + "ARHGAP5", + "DUOXA1", + "NLRP3", + "ANP32E", + "CLCN1", + "ATP13A2", + "AGAP6", + "C5", + "ALPK3", + "ANKUB1", + "APEH", + "AFM", + "ARRDC1-AS1", + "CCDC42", + "CARMIL1", + "ARL14", + "C16orf78", + "CLIP3", + "FANCB", + "CBLL1", + "CHRNB2", + "ANKRD27", + "LOC613038", + "ADAM18", + "KCTD21", + "BCAM", + "CARNS1", + "PBX3", + "ACYP2", + "ASB18", + "C8orf58", + "CCDC146", + "ACSS3", + "BST1", + "ALYREF", + "BAIAP2", + "CLN8", + "COL4A5", + "MIR302B", + "GINS2", + "TMEM52", + "MIR602", + "ACAP2", + "CPE", + "CCDC144A", + "EXD1", + "RLBP1", + "APOC3", + "ATP6V1G2", + "ABHD8", + "EDIL3", + "BDKRB2", + "COL5A3", + "BOC", + "ARR3", + "BNC2", + "EPS15L1", + "GDPD5", + "ARL17A", + "IFITM5", + "CPNE9", + "AWAT2", + "BEND4", + "CLDN23", + "CACNA1H", + "RASD2", + "ABCF1", + "THOC6", + "INSM2", + "BBIP1", + "IL1RAPL2", + "CDKN1B", + "CPT1A", + "ABCC2", + "C3AR1", + "ASPSCR1", + "CFAP141", + "ACTA1", + "ARID5B", + "ADGRF1", + "E2F1", + "PADI3", + "PKD1L1-AS1", + "FABP2", + "CCNK", + "CRTC1", + "LOC727980", + "AMMECR1", + "CNTN4", + "CPZ", + "C10orf53", + "ANXA9", + "FST", + "BCHE", + "CELF6", + "AGAP10P", + "AMPD1", + "CCDC83", + "COL15A1", + "FGFR2", + "ATP6V1B1", + "LOC646804", + "ASCC2", + "CSMD2", + "ASIC1", + "CERS4", + "AKAP10", + "KCNH5", + "ANKRD40CL", + "ALG6", + "ARMCX3", + "BPY2", + "BMPER", + "KCNH3", + "AMBN", + "DUX4L8", + "C1orf105", + "CCDC71", + "ALKBH7", + "ABCB6", + "IQUB", + "HPN", + "ADIPOQ", + "ACAT1", + "CLCNKA", + "FIGLA", + "CITED1", + "CHSY1", + "CHPF2", + "PRODH2", + "ALKBH5", + "CABIN1", + "ATP5MF", + "ARFIP2", + "ASPHD1", + "ADCY2", + "BARHL2", + "ATP12A", + "GCK", + "ADAMDEC1", + "ARHGEF7", + "CGB1", + "AVPR1A", + "ABCC3", + "CACNG6", + "NQO2", + "DEFB107B", + "ANP32A", + "CLDN1", + "DNAH5", + "CLCA4", + "AMELY", + "ADRB3", + "ATE1", + "DPEP1", + "CAPNS2", + "BMP3", + "ARHGAP31", + "CEACAM18", + "BCAS4", + "BIRC8", + "XKR7", + "CACNA1F", + "ENPP6", + "ACLY", + "ANKS1B", + "CHRM5", + "C20orf96", + "ARHGAP8", + "CFAP298-TCP10L", + "ACTC1", + "CHKB", + "BZW1", + "TACC2", + "BLK", + "ACKR4", + "FRK", + "DSCAML1", + "BLCAP", + "AGO1", + "AP1M2", + "ADRA2A", + "ABCG4", + "CRLF1", + "CORO1B", + "CCDC162P", + "ALDH9A1", + "C1S", + "FTCD", + "CCNB2", + "ETV5", + "FAM90A16", + "NUS1P3", + "ANXA4", + "CSH1", + "C2CD6", + "CAD", + "FRAS1", + "ATP2B4", + "BRD1", + "ADGRG7", + "BCO1", + "KIAA1217", + "ARPC5", + "AP3D1", + "MOCOS", + "CTSL3P", + "ALDH2", + "RER1", + "AGTR2", + "HDGF", + "ADAM19", + "ANKRD2", + "IER5L", + "AGPS", + "KRTAP23-1", + "CCL15", + "FFAR4", + "FAM120C", + "L1CAM", + "DYNC2H1", + "AGBL3", + "CRYBB3", + "ANKRD53", + "ASNSD1", + "CLDN6", + "AKR1C6P", + "GRAMD1B", + "ANKRD16", + "CXADRP2", + "BUD31", + "BOD1", + "AXIN1", + "CAVIN4", + "MRGPRX1", + "GLI4", + "CPLX1", + "CSF1", + "GPR83", + "EGFL8", + "AMFR", + "DLX6-AS1", + "CATSPERD", + "CA6", + "ADGB", + "AHCY", + "NSMCE1", + "AGBL1", + "CBR1", + "B3GNT7", + "C1QL4", + "C17orf50", + "COG7", + "ARL13B", + "CRCT1", + "CCHCR1", + "ARHGAP12", + "ALDH3B1", + "SNORD51", + "BPIFB4", + "ANKRD11", + "ADRM1", + "DRD3", + "CD72", + "ELOA3BP", + "CLIP2", + "FAM187B", + "ALG10", + "ABTB3", + "CDH18", + "ISL2", + "RAD54L", + "COMP", + "ADIG", + "CCDC13", + "CMC2", + "CCDC152", + "ARMS2", + "ADA2", + "EPCIP", + "SPIRE2", + "ARMC8", + "CDC42EP2", + "H3C2", + "ANXA10", + "APRT", + "HCRTR2", + "EFNB1", + "OR8H1", + "ADNP2", + "CDCP1", + "CDRT4", + "ALDH3A1", + "ALKAL1", + "BCL10", + "C11orf87", + "CEP72", + "APOB", + "BRD3OS", + "CCDC191", + "TMEM171", + "KIAA1210", + "ATOSB", + "CD19", + "C11orf98", + "MTSS2", + "OR1A1", + "BAGE", + "ARMC7", + "DRGX", + "MIR524", + "BAK1", + "BCS1L", + "ADGRG1", + "CES5A", + "BAD", + "C8orf74", + "ATP2A1", + "ANKRD20A1", + "ALKBH3", + "ATP5PF", + "HEBP1", + "AKR7A2", + "ZNF843", + "CCT4", + "CELP", + "KLK2", + "ATP5MK", + "AGAP9", + "LOC729218", + "LOC100131496", + "ABHD14B", + "ARL17B", + "HSD11B1", + "ADHFE1", + "ATN1", + "GPR152", + "LINC00696", + "WNT1", + "C12orf50", + "MIR629", + "CCR5", + "ARG2", + "CNTF", + "DNAH17", + "PKD2L2", + "LOC100130872", + "LIMA1", + "LOC647264", + "NXF4", + "ADCYAP1R1", + "LACC1", + "GLDC", + "CD300E", + "MYL9", + "ASB13", + "NPDC1", + "COL18A1-AS1", + "CENPM", + "BDH1", + "AKT2", + "APOBEC4", + "ARF5", + "FAAP24", + "COX11", + "KCNJ5", + "TBX6", + "CA5A", + "CLEC11A", + "CCDC144NL", + "ASIC5", + "ANXA2", + "FMN2", + "HENMT1", + "B3GNT3", + "MVK", + "ASIC4", + "DNAH14", + "SNORD91B", + "HLA-DOB", + "CRY2", + "OMD", + "RBFA", + "AGPAT5", + "CD4", + "DNHD1", + "BTNL3", + "ATP10A", + "CSPG4", + "ASCC1", + "GPX3", + "CLBA1", + "DDX43", + "ADH5P4", + "IFNA5", + "FAM210A", + "BBLN", + "ANGPTL1", + "ABCG1", + "FAM219A", + "AKT1S1", + "CHRDL1", + "BLOC1S2", + "ARHGAP35", + "ATP6V0A1", + "CD38", + "ARHGAP9", + "NAV3", + "CNTNAP2", + "CDH22", + "C2CD4A", + "CCNB3", + "ADAM10", + "AMH", + "CLK2", + "TRPM4", + "TOP1MT", + "PBLD", + "OR8G2P", + "EPHA2", + "HLA-C", + "AUNIP", + "ADAMTS3", + "MYL10", + "ASB17", + "IL22", + "CHRNB1", + "MPV17", + "ACTRT3", + "GEMIN4", + "ADRB1", + "CCIN", + "ARRDC5", + "ERICH4", + "DMP1", + "ARHGAP19", + "MIR1915HG", + "DNAJC5B", + "MIR141", + "C2CD4D", + "MUC15", + "ASB3", + "ALDH1A3", + "CHI3L2", + "MIR620", + "ADCY7", + "CABP5", + "ARL5C", + "CBLN1", + "HOXA11-AS", + "CTIF", + "APOH", + "AKR1C1", + "CCNQP1", + "ARSJ", + "CCDC148", + "BABAM1", + "GAS1", + "PNKD", + "C1orf146", + "AZU1", + "FKSG49", + "CCK", + "ACTN4", + "GCC2", + "CAPN14", + "CASK", + "ACTR3B", + "LRP3", + "EXOSC2", + "CYP4Z2P", + "BHLHE23", + "RCN3", + "EIF4ENIF1", + "DSCR9", + "APOE", + "ELFN1", + "ATG2B", + "ASIC2", + "GABRB1", + "HNF1B", + "CLHC1", + "MIR548Q", + "DERPC", + "LZTS1", + "BPHL", + "FAM87A", + "DANCR", + "BAZ2A", + "CDK3", + "CD101", + "CCDC144CP", + "KCMF1", + "CDK5RAP1", + "ALS2CL", + "DISC1", + "MIRLET7C", + "COX5B", + "GDF9", + "EML5", + "LCE4A", + "ATL3", + "CLEC12B", + "BAG3", + "ADAT2", + "EME1", + "ZNF607", + "RCN1", + "ADAMTS5", + "PPIL6", + "ACOT11", + "GMDS", + "CLIC4", + "CSPG5", + "CEP63", + "C1QA", + "BORA", + "BPI", + "ADSS2", + "FGFR4", + "CDC40", + "C12orf76", + "C2orf15", + "H2BC21", + "AIFM1", + "FAM90A20", + "CNGA4", + "BTNL9", + "CD180", + "INO80C", + "AP1G1", + "MAP1LC3C", + "KCNA1", + "LIMD2", + "DNAI3", + "MIR494", + "ATP1B1", + "SPACA5", + "LYSMD4", + "FOXF2", + "TMSB15A", + "CDK9", + "CCDC7", + "CD177", + "COL26A1", + "GRHL3", + "CSAG1", + "CELF3", + "BMP1", + "ANKRD22", + "KRCC1", + "ODAD3", + "BNIP1", + "GNRHR2", + "HAS1", + "NR2F2", + "ARSK", + "ERCC6", + "DHRS3", + "SFMBT2", + "APEX1", + "LDLRAD3", + "ARIH2OS", + "ENTR1", + "PCDHGA4", + "BAZ1B", + "CHAT", + "NRXN2", + "ADGRD1", + "CCM2", + "KLK5", + "CALML3", + "GCOM1", + "EMID1", + "CCDC85B", + "BICDL2", + "CPXM2", + "DBX2", + "C11orf16", + "DRD1", + "ACSL6", + "PBK", + "CFHR1", + "B4GALNT3", + "CEP135", + "PHLDB1", + "F10", + "TBPL2", + "CDH16", + "AMER1", + "MRPL9", + "FILIP1", + "COMMD7", + "AHSA2P", + "CSNK1A1P1", + "MIR761", + "ALOX5", + "DPEP3", + "ADGRB1", + "IL19", + "MIR29B1", + "KRT81", + "AMMECR1L", + "ARHGAP11A", + "CAPN3", + "DGCR2", + "GGT7", + "ACSL3", + "DNAJC17", + "CBLL2", + "AGL", + "AGTPBP1", + "ATP1B2", + "CSNK1A1L", + "MRPL34", + "ARL8A", + "LOC151760", + "CAMTA2", + "RIN1", + "ADGRG3", + "C1GALT1", + "LTC4S", + "LRRC36", + "CADM2", + "DDX56", + "DEFB130A", + "HOXD10", + "MIR455", + "SAMD13", + "ATP6V1E2", + "DEFA6", + "NMRAL1", + "SVOP", + "NMU", + "CRISP3", + "MAGEA2B", + "INSM1", + "DMAC2L", + "DMWD", + "ACSS1", + "AASDH", + "CIAPIN1", + "APRG1", + "RBP1", + "CMTM8", + "SPACDR", + "GJA4", + "NCK1", + "AFG2B", + "CDC42SE2", + "EPHA1", + "HDX", + "GIP", + "GRM4", + "B3GNT5", + "NWD2", + "C3orf33", + "OVGP1", + "ATP1A1-AS1", + "MFSD5", + "CRMP1", + "CDK15", + "C2orf78", + "BCAR4", + "PRSS37", + "DOK5", + "AMZ1", + "GLYAT", + "FGF17", + "ECE2", + "ADGRG5", + "LTB4R", + "PAGE1", + "CENPU", + "BMX", + "CDRT15P1", + "BCL7B", + "OBSL1", + "CHRNB3", + "UCK2", + "ADAMTS20", + "EHD3", + "ARNT2", + "DIS3L", + "ELMOD2", + "ARHGAP29", + "ANGPTL4", + "IRX5", + "RBMY1A1", + "BARX2", + "CARD11", + "ADSS1", + "COQ4", + "BBS4", + "ADORA2A", + "PPARA", + "GATA1", + "GTF2A1L", + "NR0B2", + "FAM90A19", + "ELP5", + "ASCL4", + "ARMCX5-GPRASP2", + "SNPH", + "ARMC3", + "LAMB2", + "LRRC32", + "ALDOC", + "MIR193B", + "LOC391322", + "CDCA2", + "BIRC6", + "LIN54", + "ABTB2", + "MMP15", + "ART5", + "ELAVL4", + "CEMP1", + "AFAP1", + "CLPSL2", + "SPESP1", + "C1QL2", + "C1orf21", + "RIMBP3C", + "NEURL2", + "CNTROB", + "CCKAR", + "AQP11", + "DPPA2", + "ATP2B2", + "CCNF", + "OR4S2", + "MMP8", + "HOXD9", + "TSKS", + "SNORA25", + "GIGYF1", + "FBXW11", + "BHLHA15", + "PRPF38B", + "APOOL", + "APOL2", + "WDR48", + "INO80", + "FABP5P7", + "CDK8", + "COIL", + "PGAM1", + "CREBL2", + "RENBP", + "ENTPD1", + "IL12RB1", + "FAM170B", + "ZNF454", + "MARK1", + "KANK1", + "CCDC50", + "CXCR3", + "DCAF8L2", + "DRC12", + "DCUN1D2", + "ALDH1B1", + "SNORD119", + "RRH", + "PNMA8B", + "FKBPL", + "C6orf118", + "HCG27", + "SCGB3A2", + "ANGPTL7", + "PRSS53", + "FAM3A", + "IL6ST", + "MRO", + "HRNR", + "TP73", + "TPRXL", + "CTPS2", + "CLTC", + "BAG6", + "EPAS1", + "BAG4", + "ARL10", + "CMTM4", + "DEFB131A", + "CALHM1", + "MECR", + "CECR2", + "KCNC4", + "LOC653303", + "ARRDC2", + "AJM1", + "DACT2", + "ADRA1B", + "SUPT16H", + "ARMCX1", + "AKAP11", + "CIMAP1B", + "ACTL6A", + "RFC3", + "CCDC25", + "CCL27", + "CCP110", + "MRPL28", + "CFC1B", + "FADS3", + "B3GALT5-AS1", + "AMN1", + "ACTN1", + "DOLPP1", + "CCT3", + "LCE1E", + "HCCS", + "CACNA1S", + "MT1JP", + "LAMB3", + "CUL3", + "OR5I1", + "ATP2A3", + "CERS5", + "RNF185", + "ASXL2", + "ATP5MJ", + "PPM1H", + "CXorf65", + "H2BW2", + "WNT2B", + "SMPDL3B", + "FAP", + "COMMD4", + "HSD3B2", + "COX14" + ], + "Coefficient": [ + 0.041860868559825945, + 0.03525300317887692, + 0.03247910051199789, + 0.03233450742460447, + 0.03208598874090129, + 0.02746971513240435, + 0.026987739304610972, + -0.02643056334683835, + -0.026345067138586545, + -0.026185689249765384, + -0.02497072654658553, + 0.024695647487894143, + -0.02465667146314901, + -0.02463222878863985, + 0.024381921699310378, + -0.023909317387714717, + -0.023743406389435045, + -0.02365081843768184, + 0.023639693396861644, + 0.02301770152904939, + 0.022781180283437803, + 0.022732394517919485, + 0.02256910548984977, + 0.022394204708198952, + -0.022378818730752554, + 0.0219732226373456, + 0.021888029951728154, + 0.021233162104079526, + -0.021154395342463952, + -0.02074345857585121, + -0.020065744425410703, + 0.01922346349102402, + 0.01903392545728218, + 0.01878355914642864, + -0.01856195173337072, + -0.018422209659902954, + -0.018388987764601725, + -0.017931303938239922, + -0.017888458981067182, + -0.017877049721227535, + 0.01773428487352328, + 0.017505753725282003, + -0.017406250081187406, + -0.0172878450652883, + -0.01712598178693365, + -0.016533733913527863, + 0.01577924819363741, + 0.015686332349696894, + 0.01562420996457399, + 0.015415681650737537, + 0.015215098020520028, + -0.015200463662653579, + -0.015109003220900422, + -0.014893744127104723, + 0.014814455584840564, + -0.014761891830446494, + -0.014020233811428636, + -0.014009466549272327, + -0.013929734769596165, + -0.013898710070546797, + -0.013707661058291408, + 0.013644754372103956, + 0.013609006109238299, + 0.013576130631202093, + 0.013572116424578413, + 0.013421232981289426, + -0.01291650449114212, + -0.012906252660906803, + -0.012840322669629678, + 0.012678123271512404, + 0.012677602076177784, + 0.012635156421429936, + -0.012572891885817592, + 0.012562556361203889, + 0.012368271204740095, + -0.012362958008003078, + -0.012338041987193023, + -0.012191764343547889, + 0.011988881501444462, + -0.01183733842847015, + 0.011717506193032624, + 0.011563930899264939, + 0.011499668192951876, + 0.011464679775071731, + 0.011421606527492943, + 0.011416250583509285, + -0.011224349540800904, + 0.01113522103448275, + -0.010955458333155985, + 0.010832921728036635, + -0.010827809651759722, + 0.01079364123664196, + 0.010789217282527058, + -0.010685614413558833, + -0.010683068959419954, + 0.01044827132761134, + 0.010428681918839795, + 0.01041342689339202, + -0.010374182500262017, + 0.01037131527245309, + 0.010297948746207066, + 0.010218038647711319, + 0.010131599685571388, + -0.010125338775625948, + -0.010099793455208717, + 0.009926600924385128, + 0.009883192192591213, + -0.009623447320741132, + -0.009556521902013377, + 0.0094571558706237, + 0.009434982556158999, + -0.00942404121222349, + 0.009375273409397748, + -0.009357919906912393, + -0.0093451823516612, + -0.00930633401442421, + 0.009294378477631045, + -0.009260300693756225, + -0.00921786683232654, + -0.009093891017479087, + -0.008965747215768058, + 0.008954396125521567, + -0.00892908971765895, + 0.008854181162403807, + 0.008794290634242186, + -0.008772240539471315, + 0.008748397485302591, + 0.008744540144403628, + 0.008638882834728807, + 0.008616150407683947, + -0.008490349740326343, + -0.008485003009591006, + 0.00839239304257397, + 0.008363476117158467, + -0.008353657557203605, + -0.008340355284774727, + -0.008263952796225849, + 0.008228953807755575, + 0.008219384495946096, + 0.008187523131309611, + 0.008152386312245095, + -0.008148611536777949, + -0.00813421616793998, + 0.008080105829857064, + -0.008062453032584904, + 0.008036466536810727, + -0.007999553092556136, + -0.00799040663752268, + 0.00798392934110449, + 0.007950737440267775, + -0.007935276430043771, + -0.007835065116172123, + -0.00774492572386055, + 0.00772981652860043, + -0.007553687501998705, + -0.007498869271400854, + 0.007479444863296235, + 0.007445371744200945, + 0.007420803352855785, + 0.007412492470271266, + -0.007390014489055745, + -0.007353674219489087, + 0.0073428303991809486, + 0.007337365116605786, + 0.007272236883762012, + -0.00724613413804018, + 0.007200628418347595, + 0.007167583589927578, + 0.00716452879780531, + 0.007121919748803348, + 0.007076977396454869, + -0.00702105015646917, + -0.006882602438957054, + 0.006816545609249248, + 0.0068073180457322285, + -0.006798289858099516, + -0.006765321741647939, + 0.006752883126847904, + -0.006670099282277177, + 0.006580037479703231, + 0.006574245810907382, + 0.006547228367639937, + 0.006467529539021144, + 0.0064478910806649, + 0.006384914508205858, + 0.006331894001909739, + -0.006311156163572749, + 0.006295498722150825, + 0.006293016280982923, + 0.006274854335528774, + -0.006179723354624844, + 0.006163375403985513, + 0.006151521138727262, + -0.006105300296210163, + 0.006071955420086243, + -0.006064127780885094, + 0.006059488578327846, + 0.0060479334732606495, + -0.006032339718209926, + -0.0059842081076791525, + -0.005972744668181509, + -0.0059286357539101294, + -0.005913029128130185, + -0.005909145887411743, + 0.005841366314327361, + -0.005818103595366726, + 0.0057727562599065975, + 0.005715761959650202, + -0.0056861757950854115, + 0.005674898689213037, + 0.005651510718880168, + -0.0056047652280404115, + -0.005603934425328516, + 0.005557436175358986, + -0.005555161036736788, + 0.005536154034538583, + 0.005514337377387266, + 0.005498537666227418, + -0.00547487874592426, + 0.005395574162596279, + 0.005337505364488448, + -0.005328415378020761, + -0.005267097368340896, + -0.005257350221234427, + -0.005213865718065827, + -0.005146262258208563, + -0.005115020447916445, + -0.0050840168454460094, + -0.005083478638380311, + -0.005038143687699126, + 0.004995740222183575, + 0.00495763131615299, + -0.004914641862834638, + -0.004874921761458102, + -0.004841420838639245, + -0.004831565390156992, + -0.004800670267330527, + 0.0048001359577498235, + -0.004767381084115986, + -0.00474062820972958, + 0.004729417630904422, + -0.0047001792957356145, + 0.00466257630545349, + -0.004649367058355801, + -0.004634612829114144, + -0.004619421374946024, + 0.004611543830131636, + 0.0045530626894223205, + -0.004491242668274254, + -0.004486715142299074, + 0.004484755525820158, + -0.004473019685682959, + -0.004455366750792883, + -0.0044442069294911134, + -0.004438417709880721, + 0.004437040080059032, + 0.004434372870047293, + -0.004426643775470972, + 0.0044216322756470096, + -0.004417022462055582, + -0.004402945712423966, + 0.004363953822757033, + 0.00435761067649195, + 0.0043479991490275776, + -0.004322420876190289, + -0.004321807726160045, + -0.004319646178358831, + -0.004286457340341905, + -0.0042801785348787385, + -0.0042681250530672305, + -0.004249519627361496, + -0.004211489066075261, + -0.0042043346128872935, + -0.00418795335945366, + -0.004157032950822599, + 0.00414674060678188, + 0.004141646498989147, + 0.004133829980405765, + 0.0041216437964495135, + 0.004108987690946386, + 0.004094419538857765, + -0.004075483557780031, + 0.004074330063761831, + -0.004057360654444347, + 0.004048009731733985, + -0.004040279994029442, + 0.004024908088278321, + -0.003990961684345227, + -0.003990334499541324, + -0.0039601733815843145, + -0.003956071622091358, + -0.003926289786863658, + 0.003908715207053566, + 0.0038778723981409227, + -0.003868364179318687, + -0.0038531480727428263, + -0.0038437326824198167, + -0.003840927320350325, + 0.0038400600187039643, + 0.003833706358592847, + -0.0038184136802831927, + 0.0038023502200232604, + -0.003796521832908547, + -0.0037905917983494827, + 0.003766751913630158, + 0.0037605416429329877, + -0.0036968951711399923, + 0.0036958182396521107, + -0.0036913276314798128, + 0.003677476617378081, + -0.00367345953461471, + 0.003671863739407584, + -0.003665955395296375, + -0.0036639435921554148, + 0.0036537292382771355, + -0.00365125913367174, + -0.0036376790911772866, + 0.0036307084316836652, + -0.0036284477573431634, + 0.003620773623505371, + -0.0036171237995720733, + -0.00361337154304661, + -0.0036018203262123544, + 0.0035901772573704383, + 0.0035770623068415806, + -0.0035594338478747837, + 0.0035522031113961994, + 0.0035420157019023612, + -0.0035375453819335534, + -0.0035333927100824037, + 0.0035290987976498633, + 0.003525435632309819, + -0.003519016359781717, + 0.0035176548563590642, + -0.0034467198322330915, + -0.0034432948629991317, + 0.0034160833189328167, + 0.003414763445633809, + -0.0033950928940967703, + -0.0033919334895525306, + -0.0033392623704601478, + 0.003338398537876306, + -0.0033200480009852886, + 0.00331750775221662, + -0.003299983191111861, + 0.003292241093696923, + -0.003260365028202976, + 0.003234270010805476, + 0.0032219525266191907, + 0.003212708156473475, + 0.0031780821817819793, + 0.0031661935457954096, + -0.0031641465159368437, + 0.0031637250568554024, + -0.0031618494437752947, + -0.0031182002642903646, + 0.003117532152058106, + -0.0031113021866778904, + 0.003105140120044945, + 0.003093398780605556, + 0.003088535635066363, + 0.003086176067892669, + 0.003080185050898697, + -0.0030737637557924115, + 0.0030548925488289515, + 0.003054521524353494, + -0.0030293990367735225, + -0.0030279274419726704, + 0.0030210180273086383, + 0.0030115929864163583, + 0.0030111336752912136, + -0.0029992551333522244, + 0.0029953161379944046, + -0.002992158481493802, + 0.002983758826747668, + -0.0029709425508263132, + 0.002964658224236176, + -0.0029491884457945364, + -0.002946243058690454, + 0.0029396124156586497, + -0.0029339130424031194, + -0.002930807482141444, + 0.002910803787853928, + -0.0029105707709417747, + -0.0029064275975061, + 0.0028943834473017537, + -0.0028783467459332123, + 0.0028733174624755555, + 0.002866308210962274, + 0.0028552186020560106, + 0.002852589076599157, + -0.0028502836665062503, + 0.002849351615814311, + 0.002842331906207431, + -0.002825516409459953, + -0.0028038038119130183, + 0.002781287608504565, + 0.002766084080878877, + 0.0027328900104016066, + -0.0027246115668789457, + -0.0027203116270520075, + -0.002713810597236499, + -0.0027135203111675805, + 0.0027124991425415356, + -0.002711330665314786, + -0.002701145547286495, + -0.002694158503248782, + 0.0026199820791155113, + 0.002619940820082243, + 0.0026180735699108055, + -0.002608984842840385, + -0.0026089110043402107, + -0.0026080579322033124, + -0.0025824148243500057, + -0.0025695975401131776, + 0.0025627857579940422, + -0.002559842832959454, + 0.002559448433810858, + 0.002525403616815604, + 0.002521141903016281, + 0.002510241122767058, + 0.0025019223959487314, + -0.002499491056633723, + -0.0024903774872652392, + -0.0024795681126755075, + 0.002473920011832886, + -0.0024679187478756567, + -0.002434346703306538, + 0.002429025616125776, + -0.002397713484582773, + -0.0023921994379116477, + -0.0023886958684776493, + -0.002388074969441881, + -0.002378979758042654, + -0.0023732652962683526, + -0.0023549092632242303, + -0.0023421697166150107, + -0.002335184036095006, + -0.0023272005187136625, + -0.0023096354124260694, + 0.0022900101194705843, + 0.002280493404252869, + -0.002278542966758055, + 0.0022677031224840037, + 0.002261204796021152, + 0.0022540551815374704, + -0.0022522117315543857, + 0.002241630697471659, + 0.0022257445933605152, + -0.0022009888964677257, + 0.0022009752268236584, + 0.002198095700581807, + 0.002191544461433601, + 0.0021810521621213746, + 0.0021694927359987445, + 0.002152422042148891, + 0.002148074668659973, + -0.002146023289147291, + 0.0021432527610001123, + 0.0021398651220450775, + 0.0021392654517568485, + 0.002123165087499001, + -0.0021188637477713894, + 0.002103128593193698, + 0.0021009990691874814, + -0.0020833484057995225, + 0.002070345274420987, + -0.0020616069336362244, + -0.0020515351994657895, + 0.002032516774196569, + -0.0020082596851616467, + -0.002006728389643077, + 0.0020035082556515748, + 0.001994425433370656, + 0.0019799852148803835, + 0.0019537665015376543, + 0.001950087410922046, + -0.001949273289499232, + 0.0019341846668720361, + -0.0019331246944780903, + 0.0019223829996178668, + 0.0019209543094329908, + 0.0019135039016042622, + 0.0019054591656258017, + 0.00189340481068214, + -0.001876863783963038, + -0.001872729654069966, + -0.0018558455116171487, + 0.0018537888838829962, + -0.0018500302608870562, + 0.0018448262326792365, + -0.001842490862391549, + -0.0018372740801010287, + 0.0018351095148963273, + -0.001832676103828995, + -0.0018183820815852163, + -0.0018006327088953508, + 0.001799237524281357, + 0.0017990434473388356, + 0.0017836974174468988, + -0.001775636932178438, + -0.0017730299700482906, + 0.0017682308904965619, + -0.0017668844242988712, + -0.001762329146675656, + -0.0017480933091318111, + -0.0017312530328956633, + -0.0017302232437954512, + 0.0017227864817010612, + 0.001721689800694949, + -0.00171780585534827, + 0.0017117964926199863, + 0.0017093956146695722, + -0.0017013443886413511, + 0.0016917009882023019, + 0.0016885164888421277, + 0.0016862311248510096, + -0.0016861155788791147, + 0.0016755646199455385, + 0.0016694442080326963, + -0.0016641337528370394, + 0.001652398917524926, + -0.001650624503110565, + 0.0016436266247079948, + 0.0016431774394138924, + 0.0016366518761824632, + -0.001634496129319824, + -0.0016328509949248106, + -0.0016323607128634408, + 0.0016171335310682425, + 0.001609807830577189, + -0.0016077091183625898, + 0.001603404838624569, + -0.0016005446348553653, + 0.0015965667159792327, + 0.0015951849936808552, + -0.0015948360269564198, + -0.001588974243723618, + 0.001584733537333738, + 0.0015794545381949273, + 0.0015791644038251587, + 0.001576269935686736, + 0.0015738040938377779, + -0.001572865759537705, + -0.0015719077898263339, + 0.0015638893708806204, + -0.0015569365313640358, + -0.0015567915384393741, + 0.0015497698743682955, + 0.0015354205898541519, + 0.0015244522860403374, + 0.0015117510641029994, + -0.0015109422845421552, + 0.001502181870348641, + 0.001498640679730358, + 0.0014954254648482238, + 0.0014952240097109782, + 0.00146716669744917, + 0.0014598035896996745, + -0.001453188777107059, + 0.001451587553233854, + 0.0014451961948376351, + -0.0014402559674649095, + 0.0014363120812376105, + -0.0014336427343487569, + 0.0014279412014464895, + 0.001427880376218887, + -0.0014191540479487348, + -0.001415894381075304, + 0.0014141829179127692, + -0.0014071485236399105, + -0.0014035131942220877, + 0.00139684843335506, + -0.001384604206980312, + 0.0013830966133465288, + 0.0013780304471158163, + 0.0013764953694976223, + 0.0013705142748738903, + 0.0013678457972709206, + 0.001363145533408611, + 0.001361104927756553, + -0.0013581031865160127, + -0.001357391509082713, + -0.0013550229669697992, + 0.001353213572078906, + -0.0013510810961355633, + -0.0013469346453957513, + 0.0013248102151305775, + 0.0013197699192274872, + -0.001319119118719404, + -0.0013132717415393152, + 0.0013079220870412084, + -0.00129978013031596, + -0.0012975432968097347, + -0.0012936196345487115, + 0.0012908550451223224, + -0.001290803698436932, + -0.0012827979626489562, + -0.0012796490805885438, + 0.0012718503917309178, + 0.001263261744823112, + -0.0012534561470961816, + -0.0012499908504251347, + 0.0012441907604419755, + 0.0012433631538828818, + 0.001241451057990517, + 0.0012304198562706383, + 0.001220067188701507, + -0.0012170996607825388, + 0.0012132938503329616, + -0.0012102971007381747, + -0.0012036023921265138, + 0.0012034996703744656, + -0.001196403470211553, + -0.001196174182839313, + 0.0011879838385838073, + -0.0011872249896208924, + -0.0011801241429079572, + 0.001177466987894597, + -0.0011712954455434963, + 0.0011711602226614913, + 0.0011699421182131064, + 0.0011675028625795852, + 0.001167294157468948, + -0.0011622310623097436, + -0.0011568248016245969, + -0.0011533086884613058, + -0.001153048492653496, + 0.0011481332236640725, + 0.0011434214803453242, + 0.0011409828244105934, + -0.0011405345214235351, + 0.0011399657205679987, + -0.0011224695496537685, + -0.0011142753476247687, + 0.0011113361411553945, + 0.0011017889965852033, + -0.0011009781083061961, + -0.0011005821620623506, + -0.0011004479615537347, + 0.0010971896807097353, + -0.0010958013514005163, + 0.0010917264611868596, + 0.0010865593533003093, + 0.001083251163588794, + -0.001079390647353126, + 0.001078194275913674, + 0.0010767437476850755, + 0.0010756957000080205, + 0.0010747021585359058, + 0.0010664044507893902, + -0.0010653085774203403, + -0.0010583158679425646, + 0.0010501559409674586, + 0.0010424036228586424, + -0.0010368875085622665, + -0.0010305832873814106, + 0.001029508266125833, + -0.0010252676087406502, + 0.0010231792734411531, + -0.0010231056266410757, + -0.0010228754863026756, + -0.0010222696859796068, + 0.0010179530532035044, + -0.0010155826816698188, + 0.0010053206944744258, + -0.000998954032787622, + -0.000995794143969071, + 0.000987955414441906, + -0.0009844561738523978, + -0.0009763880126149783, + 0.0009735468043067696, + 0.0009733115268847341, + 0.0009701699255252553, + 0.0009595191468646544, + -0.0009550050655526236, + -0.0009541757810660297, + 0.0009533531206319673, + 0.0009532039442078819, + -0.0009502196666896945, + 0.0009459165590519485, + 0.0009404353106956385, + 0.0009282861570146526, + -0.000923093667826401, + -0.0009161914205869937, + -0.0009159796054443105, + -0.0009154056440907673, + 0.0009107169855014335, + -0.000906599404206545, + 0.0009062710310765267, + 0.0009037858026665674, + 0.0009004632549163723, + -0.0008877442793070019, + 0.0008865995999877092, + 0.0008860559005113257, + 0.0008842293399888335, + 0.0008809870905286686, + -0.0008614683668190119, + 0.0008598305382326949, + -0.000855653955053611, + 0.0008531305451905261, + 0.0008349449576716755, + -0.0008315323570047704, + -0.0008309986530840275, + 0.0008248808228662406, + 0.0008238211669571777, + 0.0008226157571105698, + 0.0008172193760329939, + 0.0008164367912864501, + 0.0008162651041037389, + -0.0008110640738461461, + -0.0008085770350148779, + 0.0008071991383160761, + -0.0008066347819514775, + 0.000804289681192751, + 0.0008038519198466737, + -0.0008038074970873612, + -0.000800535952503586, + 0.000799849811705648, + -0.0007997315852088889, + -0.000792889366974099, + -0.0007909336733459778, + -0.000786224244804461, + -0.0007837333448526804, + 0.0007818396714452423, + -0.0007757808392031384, + 0.0007714455529163313, + 0.0007702127628494923, + -0.0007701647807874382, + 0.0007684166474679229, + -0.0007681169601421692, + 0.0007644548126730852, + -0.0007622004933893775, + 0.0007612469982347787, + 0.0007582103674641624, + 0.0007554232817686273, + 0.0007519174992403193, + 0.0007510945592195342, + -0.0007490932628282579, + 0.0007490781763540318, + 0.0007484856454265449, + -0.000747152336382076, + -0.0007428819606034895, + -0.0007418972054639945, + 0.0007353594897057112, + 0.0007310855390267095, + 0.0007224427633410165, + 0.000718172652620568, + 0.0007157630487600202, + 0.0007091247548683897, + 0.0007076106598728765, + 0.0007070559073712902, + 0.0007064874860034439, + -0.0007044354057376962, + -0.0006991807012970633, + -0.0006964915169354651, + -0.0006959871615692931, + -0.0006941169003616468, + 0.0006933718977666675, + 0.0006890853980021331, + 0.0006882828265394765, + 0.0006870133962769494, + 0.0006844932156414845, + -0.0006841210588735572, + -0.0006836702718479882, + 0.0006800509866365728, + 0.0006796367623693152, + -0.0006769193334685551, + 0.0006740282516101522, + 0.0006668082821757042, + -0.0006653125862267277, + 0.0006604324813232955, + 0.0006593598486283889, + -0.0006565402263346607, + 0.0006550592888413817, + 0.0006511341487076446, + 0.0006505559656609741, + -0.0006475591084633808, + -0.0006453197124861327, + 0.0006363402770790034, + 0.0006275842977207526, + -0.0006245644718775916, + -0.0006196106270205836, + 0.0006181526586884499, + -0.0006175739972440141, + -0.0006151363349517062, + 0.0006147736884570027, + 0.0006136379950921194, + -0.0006102712059680103, + -0.0006097791536750861, + -0.0006083470846819898, + 0.0006079984293172197, + 0.0006055762029621036, + -0.0006034772899006208, + 0.000598804833457927, + -0.0005953398941658397, + -0.000591992814579692, + -0.0005880814714401093, + 0.0005844808028368406, + 0.00058321178226634, + -0.0005830498850185113, + 0.0005767613673367322, + -0.0005717323626215901, + -0.0005710816339123197, + 0.000566201045320274, + 0.0005652196510731534, + 0.000564977744734633, + 0.0005553541530148034, + 0.0005498884029133052, + -0.0005491534953543003, + 0.0005476400712494328, + 0.0005449979033908357, + 0.0005449084684494676, + 0.0005448124860852382, + -0.0005371350686348654, + -0.0005311426533598595, + -0.0005272525174234662, + 0.0005269529050042954, + -0.0005189441171213724, + 0.0005177845471688919, + 0.0005148047617628391, + -0.0005125253448294931, + -0.0005120707945675573, + -0.0005093173904834401, + 0.0005090544749899748, + 0.0005089138680641548, + -0.0005039841426624288, + -0.0005021522653662906, + -0.0004995872404852572, + 0.0004966710045803265, + -0.000493659556779337, + -0.0004923135251678227, + -0.00048496100662329215, + -0.00048435853774843064, + -0.00047799471137296973, + -0.00047519304583347927, + 0.00047361791336220956, + 0.00047284060352811825, + -0.00046569698023274543, + 0.0004581762965206217, + 0.0004579524009409148, + 0.00045694972138015635, + -0.0004566701304568033, + -0.00045510952458279163, + -0.00045432425107701235, + 0.00045424125625524096, + 0.00045260131729349233, + -0.0004521813651926328, + 0.00044918033674825757, + -0.00044721679737656317, + 0.0004365193768371953, + 0.0004269729727323407, + -0.00042567313233484176, + 0.000424438837631125, + 0.00041836266826590456, + -0.0004181398277922224, + -0.0004151367445414486, + 0.00041155156789990437, + 0.00040862693707737537, + 0.00040482781600625537, + -0.0004002678645173559, + 0.00039781236148523264, + 0.0003966713653514884, + -0.00039228814675356337, + -0.0003920729956584469, + -0.00039201123505452554, + -0.0003898774529803281, + -0.0003896917807337875, + -0.00038861083426686556, + -0.00038683592948524477, + -0.0003858528793260493, + -0.0003843902737328006, + -0.00038398435814653676, + 0.00038073948779885616, + -0.00037888024414915093, + 0.0003775184714891956, + -0.00037689331244555353, + -0.00037315898484889954, + 0.00037257754832885245, + 0.0003721058638416267, + -0.00037035415387141494, + -0.000370304827683564, + -0.000367670957699369, + 0.0003647016953501693, + 0.0003628996284340838, + -0.000359155493949946, + 0.00035892720127109364, + -0.00035577115620238724, + 0.0003470790368052729, + -0.000337759446866686, + 0.00033670238697192345, + -0.00033529521844942776, + -0.00033150462760282116, + 0.00033036640913863065, + 0.0003287888157945761, + -0.00032746116201592235, + -0.0003270896639722235, + 0.000325290490934301, + 0.00032273084785208283, + 0.0003224584145033329, + -0.0003208932893069957, + -0.00032079718127943504, + 0.0003205854505818233, + 0.00032016875964769687, + -0.0003173595700688716, + 0.0003160475825267909, + 0.0003159703726210625, + -0.000315445648724624, + -0.0003150927886778994, + -0.00031504015126678945, + 0.0003125091286201353, + 0.0003113006879476353, + -0.00030971890718515106, + -0.0003087208066328704, + 0.00030839349679012717, + -0.0003082010744163527, + 0.0003063995938391113, + -0.0003051969560027585, + -0.0003016639982102495, + -0.00029949480374988417, + 0.00029620388091521483, + -0.0002915462313371811, + -0.0002896718959447344, + 0.00028778129496369277, + 0.0002857325309177124, + 0.0002848819044460074, + -0.0002833480122975859, + -0.00028091963001030453, + 0.00027840495359252764, + 0.0002757696761078405, + -0.00027434172590048083, + 0.0002735308696112763, + -0.00027322734112735165, + -0.00027114518395296986, + 0.0002711350097859927, + 0.00027066522036788985, + 0.0002700390667776155, + 0.00026691913305625206, + 0.00026645392505524496, + -0.0002634965320890484, + 0.0002577837027660003, + 0.0002559033129395851, + 0.00025441931843524934, + 0.0002536345552427174, + 0.000253114219078825, + -0.00024997216745596625, + -0.00024923155418288647, + -0.00024921119287353864, + 0.0002474095656396341, + 0.0002468671539434489, + 0.0002451735004955233, + -0.00024202420455849623, + -0.00024154970678573248, + 0.00024074398634052872, + 0.00023998580083305508, + -0.00023785676094426175, + 0.00023735021463983574, + 0.00023703101396271484, + 0.00023677883548369873, + -0.00023653569000323718, + -0.00023613306010688152, + -0.00023215460175851117, + -0.00023050635865442328, + -0.00022982971190004507, + 0.00022867001772369826, + 0.0002276445672858986, + -0.00022725450784246838, + 0.00022654465922777945, + -0.0002201202782612062, + 0.0002193767002280058, + -0.0002189134322466893, + 0.0002186562401854651, + 0.0002174909488893147, + 0.0002165374461403476, + -0.0002161690527578308, + 0.0002135138487406381, + -0.00021191528840169998, + 0.0002118065976433283, + -0.0002112524391578978, + 0.00020947624223235792, + -0.0002054447014132074, + -0.00020520662715231794, + 0.0002049850653061882, + 0.0002045091861878264, + -0.00020234536511100113, + 0.00020134230894764722, + 0.00020112036903417388, + -0.00020030470049448604, + -0.00019987441918109766, + 0.00019958643575411, + 0.00019943633135405272, + -0.00019897035108518542, + -0.0001985680548090184, + -0.00019722710371860148, + -0.00019699807355090144, + 0.0001955521643821427, + -0.0001954541403412299, + 0.00019497435079940474, + 0.0001890442201074184, + 0.00018804838543282749, + -0.00018504624013809823, + 0.00018351356514611028, + -0.0001807707216103277, + 0.00018004514418108687, + -0.00017955344566716422, + 0.00017877606440315816, + 0.00017613789232126455, + 0.00017497706030746718, + -0.0001737787679451244, + -0.00017306584206166584, + -0.00017218699502167156, + 0.00017055723902974958, + -0.00016884442236826688, + 0.00016623011632474415, + 0.00016411066609224844, + 0.00016405416448199534, + -0.00016382170513218485, + 0.00016080986944169064, + -0.00015936921450805983, + 0.00015878543746701356, + 0.00015573401509479551, + 0.00015416463579798578, + 0.0001533639456113624, + 0.000149712484766564, + 0.00014607226549405146, + -0.00014567070086422574, + 0.00014537430341736259, + 0.0001437171107908177, + 0.0001430619536089205, + 0.00014171467049301623, + -0.0001396913752669835, + -0.00013969002436027284, + -0.00013948452459758826, + -0.00013914822136605723, + 0.0001363002720571719, + 0.00013535835834659591, + -0.00013098857702738802, + -0.00013039362360050817, + -0.00012823161140100122, + 0.00012811027409374387, + 0.00012799276788686708, + 0.00012714801755380305, + -0.00012696537220246185, + -0.00012695799833124138, + 0.00012618007659510042, + 0.00012580039184282186, + 0.00012520418779736833, + -0.00012480010027466327, + 0.0001227113344840496, + 0.0001222354566711482, + -0.00012146109250495939, + -0.00012120255550282826, + 0.00012106256434686019, + -0.00012003993789991482, + 0.00011992011349598403, + 0.00011963706948427396, + -0.00011928299802314785, + -0.00011915807588116889, + 0.00011914867155367621, + -0.00011890107484430335, + 0.0001173057516376435, + 0.00011504387914242007, + 0.00011492130083962874, + -0.00011445440643865638, + -0.00011379750544197531, + 0.00011342296446612074, + 0.0001111471892013024, + -0.00011078952481839256, + 0.00011071897566084365, + -0.00011067899886775023, + -0.00011028243719319782, + -0.0001100551614896196, + 0.00010511786125825778, + -0.00010503490858135113, + -0.00010484835066042199, + 0.00010434932840376673, + -0.00010381890445662261, + 0.00010227619098048016, + 0.00010211873001440949, + -0.00010197746665591823, + 9.940019577348106e-05, + -9.845614027215368e-05, + 9.38863046202651e-05, + 9.376804225654328e-05, + -9.309316158883163e-05, + -9.092682261837743e-05, + 8.894508982808679e-05, + -8.859592474078087e-05, + -8.749127613565124e-05, + -8.698618235041994e-05, + -8.696599780068506e-05, + -8.65824300259344e-05, + -8.656785821098848e-05, + 8.407729794403938e-05, + 8.301329759561242e-05, + -8.296326485400086e-05, + -8.296282114318652e-05, + 8.251767848916379e-05, + -8.047402978915952e-05, + 7.852306239700105e-05, + 7.841335014881735e-05, + 7.79979228620388e-05, + 7.75678402816748e-05, + 7.645372107630624e-05, + 7.605433298522147e-05, + 7.541919026581559e-05, + -7.483497252141219e-05, + 7.4566002799905e-05, + -7.157067660374969e-05, + -7.094744996696005e-05, + -7.08464116811002e-05, + 6.990004337763248e-05, + -6.961673883872806e-05, + 6.9258527891584e-05, + 6.89974858600371e-05, + 6.553276372003864e-05, + -6.525134108689164e-05, + -6.442558412335372e-05, + 6.340611991215819e-05, + 6.192486038468216e-05, + -5.871349587730399e-05, + -5.802581939727947e-05, + 5.721699003276853e-05, + 5.652058734272947e-05, + -5.613605372216771e-05, + 5.5079590557616534e-05, + 5.464367143297102e-05, + -5.398502067937429e-05, + 5.3618397251067206e-05, + -5.3373796532023904e-05, + 5.285282936103698e-05, + -5.282564678963346e-05, + 5.2271163244724916e-05, + -5.176499807110866e-05, + -5.132071196338572e-05, + -5.112393025597058e-05, + -5.0146068498538565e-05, + 4.8289058269580565e-05, + 4.688012910427581e-05, + 4.379910782033829e-05, + -4.353834749649634e-05, + -4.2296065925745924e-05, + 3.99801575814364e-05, + 3.9648656309179716e-05, + 3.9175177314156986e-05, + 3.8948362224141686e-05, + 3.660054688827215e-05, + -3.603569044680061e-05, + 3.599585654538859e-05, + 3.5603762196336995e-05, + 3.555992592807615e-05, + 3.553298000641565e-05, + 3.528653950088898e-05, + 3.4543125577859585e-05, + -3.360913656850604e-05, + 3.242878190517023e-05, + 3.241139855553711e-05, + 3.136589251294064e-05, + 3.083748992075444e-05, + 3.0808627625913515e-05, + 3.0656929969601475e-05, + -3.0619441681493835e-05, + 3.0499800969259008e-05, + -3.0264510367050352e-05, + -3.021507561237935e-05, + 2.9675098602912205e-05, + 2.8966346245369006e-05, + -2.8794937178606132e-05, + -2.8509523941603703e-05, + 2.816724318073444e-05, + -2.8026669457781412e-05, + -2.794014432879904e-05, + -2.7577399767354366e-05, + 2.7192705313729743e-05, + 2.636221520476625e-05, + 2.5406301022794328e-05, + -2.5004792271278046e-05, + 2.430315312634405e-05, + 2.360886464079729e-05, + -2.343993648113449e-05, + 2.2898654763542423e-05, + 2.2238127193901305e-05, + -2.1867630585910524e-05, + -2.1572384253345742e-05, + -2.1011784532239926e-05, + -2.065409866298691e-05, + 1.892565114891703e-05, + 1.832878794261826e-05, + 1.8061652082812655e-05, + 1.779801800332945e-05, + -1.777406599211948e-05, + 1.7244464305525176e-05, + 1.7195884401380886e-05, + -1.7068135261543106e-05, + 1.6933829763359583e-05, + 1.6851918731090416e-05, + -1.6628535468865622e-05, + 1.600115406015784e-05, + 1.5305558259025108e-05, + -1.5256675884246072e-05, + 1.5122072925031831e-05, + 1.4790524872181819e-05, + 1.466027018333383e-05, + 1.414537745511319e-05, + -1.3478075568120945e-05, + 1.2974105147975406e-05, + -1.2668906687114734e-05, + 1.1985556875084087e-05, + 1.1266459050872381e-05, + 1.094511059547187e-05, + 1.080323461793968e-05, + 1.0238180464663608e-05, + -9.863551100715833e-06, + 9.533611181811886e-06, + 9.501844208239965e-06, + 8.926523695165357e-06, + -8.819103069022372e-06, + 8.729016900816777e-06, + 8.677400045648224e-06, + 8.57903304627543e-06, + -8.56847406299201e-06, + 8.512025451220029e-06, + -8.387401889725119e-06, + -8.348178128269784e-06, + 7.481169190220563e-06, + 7.326942839555868e-06, + 7.185196665386072e-06, + 7.156770964498433e-06, + 7.080642509189808e-06, + -7.0044208418163194e-06, + 6.4715061146797615e-06, + -6.386336868917307e-06, + -6.203343853381663e-06, + 6.01737557152374e-06, + 5.324581927559739e-06, + 5.0422219466039366e-06, + 5.0156116948873654e-06, + 4.758433472081152e-06, + 4.139407616847519e-06, + 3.67978714279727e-06, + 3.665853982884155e-06, + -3.6657098952832193e-06, + -3.6596997560443712e-06, + -3.391049730316793e-06, + -3.289515710273851e-06, + -3.232505087265989e-06, + 3.0934472374100686e-06, + 2.9990516770658405e-06, + -2.6807171574260448e-06, + 2.67644798798328e-06, + -2.434096771877643e-06, + 2.4128210935572543e-06, + 2.1843452147364794e-06, + 2.0528319735215757e-06, + 1.6908101402836045e-06, + 1.6411659899948608e-06, + -1.5372239231339662e-06, + -1.351688930658145e-06, + 1.225495884571548e-06, + 1.0091308742865544e-06, + -1.0060959836160258e-06, + -9.177434822327878e-07, + 6.754691013683588e-07, + 6.496936132374459e-07, + 5.131504323425354e-07, + 4.839957716855455e-07, + 3.119810034494577e-07, + -2.3368939632540658e-07, + 2.0429763394910112e-07, + -1.3301417456565916e-07, + -1.326514379220848e-07, + 1.0527515640140717e-07, + -1.0342350937319963e-07, + 5.2580949921167474e-08, + -3.485232128694428e-08, + 2.4795522097224585e-08 + ], + "Absolute Coefficient": [ + 0.041860868559825945, + 0.03525300317887692, + 0.03247910051199789, + 0.03233450742460447, + 0.03208598874090129, + 0.02746971513240435, + 0.026987739304610972, + 0.02643056334683835, + 0.026345067138586545, + 0.026185689249765384, + 0.02497072654658553, + 0.024695647487894143, + 0.02465667146314901, + 0.02463222878863985, + 0.024381921699310378, + 0.023909317387714717, + 0.023743406389435045, + 0.02365081843768184, + 0.023639693396861644, + 0.02301770152904939, + 0.022781180283437803, + 0.022732394517919485, + 0.02256910548984977, + 0.022394204708198952, + 0.022378818730752554, + 0.0219732226373456, + 0.021888029951728154, + 0.021233162104079526, + 0.021154395342463952, + 0.02074345857585121, + 0.020065744425410703, + 0.01922346349102402, + 0.01903392545728218, + 0.01878355914642864, + 0.01856195173337072, + 0.018422209659902954, + 0.018388987764601725, + 0.017931303938239922, + 0.017888458981067182, + 0.017877049721227535, + 0.01773428487352328, + 0.017505753725282003, + 0.017406250081187406, + 0.0172878450652883, + 0.01712598178693365, + 0.016533733913527863, + 0.01577924819363741, + 0.015686332349696894, + 0.01562420996457399, + 0.015415681650737537, + 0.015215098020520028, + 0.015200463662653579, + 0.015109003220900422, + 0.014893744127104723, + 0.014814455584840564, + 0.014761891830446494, + 0.014020233811428636, + 0.014009466549272327, + 0.013929734769596165, + 0.013898710070546797, + 0.013707661058291408, + 0.013644754372103956, + 0.013609006109238299, + 0.013576130631202093, + 0.013572116424578413, + 0.013421232981289426, + 0.01291650449114212, + 0.012906252660906803, + 0.012840322669629678, + 0.012678123271512404, + 0.012677602076177784, + 0.012635156421429936, + 0.012572891885817592, + 0.012562556361203889, + 0.012368271204740095, + 0.012362958008003078, + 0.012338041987193023, + 0.012191764343547889, + 0.011988881501444462, + 0.01183733842847015, + 0.011717506193032624, + 0.011563930899264939, + 0.011499668192951876, + 0.011464679775071731, + 0.011421606527492943, + 0.011416250583509285, + 0.011224349540800904, + 0.01113522103448275, + 0.010955458333155985, + 0.010832921728036635, + 0.010827809651759722, + 0.01079364123664196, + 0.010789217282527058, + 0.010685614413558833, + 0.010683068959419954, + 0.01044827132761134, + 0.010428681918839795, + 0.01041342689339202, + 0.010374182500262017, + 0.01037131527245309, + 0.010297948746207066, + 0.010218038647711319, + 0.010131599685571388, + 0.010125338775625948, + 0.010099793455208717, + 0.009926600924385128, + 0.009883192192591213, + 0.009623447320741132, + 0.009556521902013377, + 0.0094571558706237, + 0.009434982556158999, + 0.00942404121222349, + 0.009375273409397748, + 0.009357919906912393, + 0.0093451823516612, + 0.00930633401442421, + 0.009294378477631045, + 0.009260300693756225, + 0.00921786683232654, + 0.009093891017479087, + 0.008965747215768058, + 0.008954396125521567, + 0.00892908971765895, + 0.008854181162403807, + 0.008794290634242186, + 0.008772240539471315, + 0.008748397485302591, + 0.008744540144403628, + 0.008638882834728807, + 0.008616150407683947, + 0.008490349740326343, + 0.008485003009591006, + 0.00839239304257397, + 0.008363476117158467, + 0.008353657557203605, + 0.008340355284774727, + 0.008263952796225849, + 0.008228953807755575, + 0.008219384495946096, + 0.008187523131309611, + 0.008152386312245095, + 0.008148611536777949, + 0.00813421616793998, + 0.008080105829857064, + 0.008062453032584904, + 0.008036466536810727, + 0.007999553092556136, + 0.00799040663752268, + 0.00798392934110449, + 0.007950737440267775, + 0.007935276430043771, + 0.007835065116172123, + 0.00774492572386055, + 0.00772981652860043, + 0.007553687501998705, + 0.007498869271400854, + 0.007479444863296235, + 0.007445371744200945, + 0.007420803352855785, + 0.007412492470271266, + 0.007390014489055745, + 0.007353674219489087, + 0.0073428303991809486, + 0.007337365116605786, + 0.007272236883762012, + 0.00724613413804018, + 0.007200628418347595, + 0.007167583589927578, + 0.00716452879780531, + 0.007121919748803348, + 0.007076977396454869, + 0.00702105015646917, + 0.006882602438957054, + 0.006816545609249248, + 0.0068073180457322285, + 0.006798289858099516, + 0.006765321741647939, + 0.006752883126847904, + 0.006670099282277177, + 0.006580037479703231, + 0.006574245810907382, + 0.006547228367639937, + 0.006467529539021144, + 0.0064478910806649, + 0.006384914508205858, + 0.006331894001909739, + 0.006311156163572749, + 0.006295498722150825, + 0.006293016280982923, + 0.006274854335528774, + 0.006179723354624844, + 0.006163375403985513, + 0.006151521138727262, + 0.006105300296210163, + 0.006071955420086243, + 0.006064127780885094, + 0.006059488578327846, + 0.0060479334732606495, + 0.006032339718209926, + 0.0059842081076791525, + 0.005972744668181509, + 0.0059286357539101294, + 0.005913029128130185, + 0.005909145887411743, + 0.005841366314327361, + 0.005818103595366726, + 0.0057727562599065975, + 0.005715761959650202, + 0.0056861757950854115, + 0.005674898689213037, + 0.005651510718880168, + 0.0056047652280404115, + 0.005603934425328516, + 0.005557436175358986, + 0.005555161036736788, + 0.005536154034538583, + 0.005514337377387266, + 0.005498537666227418, + 0.00547487874592426, + 0.005395574162596279, + 0.005337505364488448, + 0.005328415378020761, + 0.005267097368340896, + 0.005257350221234427, + 0.005213865718065827, + 0.005146262258208563, + 0.005115020447916445, + 0.0050840168454460094, + 0.005083478638380311, + 0.005038143687699126, + 0.004995740222183575, + 0.00495763131615299, + 0.004914641862834638, + 0.004874921761458102, + 0.004841420838639245, + 0.004831565390156992, + 0.004800670267330527, + 0.0048001359577498235, + 0.004767381084115986, + 0.00474062820972958, + 0.004729417630904422, + 0.0047001792957356145, + 0.00466257630545349, + 0.004649367058355801, + 0.004634612829114144, + 0.004619421374946024, + 0.004611543830131636, + 0.0045530626894223205, + 0.004491242668274254, + 0.004486715142299074, + 0.004484755525820158, + 0.004473019685682959, + 0.004455366750792883, + 0.0044442069294911134, + 0.004438417709880721, + 0.004437040080059032, + 0.004434372870047293, + 0.004426643775470972, + 0.0044216322756470096, + 0.004417022462055582, + 0.004402945712423966, + 0.004363953822757033, + 0.00435761067649195, + 0.0043479991490275776, + 0.004322420876190289, + 0.004321807726160045, + 0.004319646178358831, + 0.004286457340341905, + 0.0042801785348787385, + 0.0042681250530672305, + 0.004249519627361496, + 0.004211489066075261, + 0.0042043346128872935, + 0.00418795335945366, + 0.004157032950822599, + 0.00414674060678188, + 0.004141646498989147, + 0.004133829980405765, + 0.0041216437964495135, + 0.004108987690946386, + 0.004094419538857765, + 0.004075483557780031, + 0.004074330063761831, + 0.004057360654444347, + 0.004048009731733985, + 0.004040279994029442, + 0.004024908088278321, + 0.003990961684345227, + 0.003990334499541324, + 0.0039601733815843145, + 0.003956071622091358, + 0.003926289786863658, + 0.003908715207053566, + 0.0038778723981409227, + 0.003868364179318687, + 0.0038531480727428263, + 0.0038437326824198167, + 0.003840927320350325, + 0.0038400600187039643, + 0.003833706358592847, + 0.0038184136802831927, + 0.0038023502200232604, + 0.003796521832908547, + 0.0037905917983494827, + 0.003766751913630158, + 0.0037605416429329877, + 0.0036968951711399923, + 0.0036958182396521107, + 0.0036913276314798128, + 0.003677476617378081, + 0.00367345953461471, + 0.003671863739407584, + 0.003665955395296375, + 0.0036639435921554148, + 0.0036537292382771355, + 0.00365125913367174, + 0.0036376790911772866, + 0.0036307084316836652, + 0.0036284477573431634, + 0.003620773623505371, + 0.0036171237995720733, + 0.00361337154304661, + 0.0036018203262123544, + 0.0035901772573704383, + 0.0035770623068415806, + 0.0035594338478747837, + 0.0035522031113961994, + 0.0035420157019023612, + 0.0035375453819335534, + 0.0035333927100824037, + 0.0035290987976498633, + 0.003525435632309819, + 0.003519016359781717, + 0.0035176548563590642, + 0.0034467198322330915, + 0.0034432948629991317, + 0.0034160833189328167, + 0.003414763445633809, + 0.0033950928940967703, + 0.0033919334895525306, + 0.0033392623704601478, + 0.003338398537876306, + 0.0033200480009852886, + 0.00331750775221662, + 0.003299983191111861, + 0.003292241093696923, + 0.003260365028202976, + 0.003234270010805476, + 0.0032219525266191907, + 0.003212708156473475, + 0.0031780821817819793, + 0.0031661935457954096, + 0.0031641465159368437, + 0.0031637250568554024, + 0.0031618494437752947, + 0.0031182002642903646, + 0.003117532152058106, + 0.0031113021866778904, + 0.003105140120044945, + 0.003093398780605556, + 0.003088535635066363, + 0.003086176067892669, + 0.003080185050898697, + 0.0030737637557924115, + 0.0030548925488289515, + 0.003054521524353494, + 0.0030293990367735225, + 0.0030279274419726704, + 0.0030210180273086383, + 0.0030115929864163583, + 0.0030111336752912136, + 0.0029992551333522244, + 0.0029953161379944046, + 0.002992158481493802, + 0.002983758826747668, + 0.0029709425508263132, + 0.002964658224236176, + 0.0029491884457945364, + 0.002946243058690454, + 0.0029396124156586497, + 0.0029339130424031194, + 0.002930807482141444, + 0.002910803787853928, + 0.0029105707709417747, + 0.0029064275975061, + 0.0028943834473017537, + 0.0028783467459332123, + 0.0028733174624755555, + 0.002866308210962274, + 0.0028552186020560106, + 0.002852589076599157, + 0.0028502836665062503, + 0.002849351615814311, + 0.002842331906207431, + 0.002825516409459953, + 0.0028038038119130183, + 0.002781287608504565, + 0.002766084080878877, + 0.0027328900104016066, + 0.0027246115668789457, + 0.0027203116270520075, + 0.002713810597236499, + 0.0027135203111675805, + 0.0027124991425415356, + 0.002711330665314786, + 0.002701145547286495, + 0.002694158503248782, + 0.0026199820791155113, + 0.002619940820082243, + 0.0026180735699108055, + 0.002608984842840385, + 0.0026089110043402107, + 0.0026080579322033124, + 0.0025824148243500057, + 0.0025695975401131776, + 0.0025627857579940422, + 0.002559842832959454, + 0.002559448433810858, + 0.002525403616815604, + 0.002521141903016281, + 0.002510241122767058, + 0.0025019223959487314, + 0.002499491056633723, + 0.0024903774872652392, + 0.0024795681126755075, + 0.002473920011832886, + 0.0024679187478756567, + 0.002434346703306538, + 0.002429025616125776, + 0.002397713484582773, + 0.0023921994379116477, + 0.0023886958684776493, + 0.002388074969441881, + 0.002378979758042654, + 0.0023732652962683526, + 0.0023549092632242303, + 0.0023421697166150107, + 0.002335184036095006, + 0.0023272005187136625, + 0.0023096354124260694, + 0.0022900101194705843, + 0.002280493404252869, + 0.002278542966758055, + 0.0022677031224840037, + 0.002261204796021152, + 0.0022540551815374704, + 0.0022522117315543857, + 0.002241630697471659, + 0.0022257445933605152, + 0.0022009888964677257, + 0.0022009752268236584, + 0.002198095700581807, + 0.002191544461433601, + 0.0021810521621213746, + 0.0021694927359987445, + 0.002152422042148891, + 0.002148074668659973, + 0.002146023289147291, + 0.0021432527610001123, + 0.0021398651220450775, + 0.0021392654517568485, + 0.002123165087499001, + 0.0021188637477713894, + 0.002103128593193698, + 0.0021009990691874814, + 0.0020833484057995225, + 0.002070345274420987, + 0.0020616069336362244, + 0.0020515351994657895, + 0.002032516774196569, + 0.0020082596851616467, + 0.002006728389643077, + 0.0020035082556515748, + 0.001994425433370656, + 0.0019799852148803835, + 0.0019537665015376543, + 0.001950087410922046, + 0.001949273289499232, + 0.0019341846668720361, + 0.0019331246944780903, + 0.0019223829996178668, + 0.0019209543094329908, + 0.0019135039016042622, + 0.0019054591656258017, + 0.00189340481068214, + 0.001876863783963038, + 0.001872729654069966, + 0.0018558455116171487, + 0.0018537888838829962, + 0.0018500302608870562, + 0.0018448262326792365, + 0.001842490862391549, + 0.0018372740801010287, + 0.0018351095148963273, + 0.001832676103828995, + 0.0018183820815852163, + 0.0018006327088953508, + 0.001799237524281357, + 0.0017990434473388356, + 0.0017836974174468988, + 0.001775636932178438, + 0.0017730299700482906, + 0.0017682308904965619, + 0.0017668844242988712, + 0.001762329146675656, + 0.0017480933091318111, + 0.0017312530328956633, + 0.0017302232437954512, + 0.0017227864817010612, + 0.001721689800694949, + 0.00171780585534827, + 0.0017117964926199863, + 0.0017093956146695722, + 0.0017013443886413511, + 0.0016917009882023019, + 0.0016885164888421277, + 0.0016862311248510096, + 0.0016861155788791147, + 0.0016755646199455385, + 0.0016694442080326963, + 0.0016641337528370394, + 0.001652398917524926, + 0.001650624503110565, + 0.0016436266247079948, + 0.0016431774394138924, + 0.0016366518761824632, + 0.001634496129319824, + 0.0016328509949248106, + 0.0016323607128634408, + 0.0016171335310682425, + 0.001609807830577189, + 0.0016077091183625898, + 0.001603404838624569, + 0.0016005446348553653, + 0.0015965667159792327, + 0.0015951849936808552, + 0.0015948360269564198, + 0.001588974243723618, + 0.001584733537333738, + 0.0015794545381949273, + 0.0015791644038251587, + 0.001576269935686736, + 0.0015738040938377779, + 0.001572865759537705, + 0.0015719077898263339, + 0.0015638893708806204, + 0.0015569365313640358, + 0.0015567915384393741, + 0.0015497698743682955, + 0.0015354205898541519, + 0.0015244522860403374, + 0.0015117510641029994, + 0.0015109422845421552, + 0.001502181870348641, + 0.001498640679730358, + 0.0014954254648482238, + 0.0014952240097109782, + 0.00146716669744917, + 0.0014598035896996745, + 0.001453188777107059, + 0.001451587553233854, + 0.0014451961948376351, + 0.0014402559674649095, + 0.0014363120812376105, + 0.0014336427343487569, + 0.0014279412014464895, + 0.001427880376218887, + 0.0014191540479487348, + 0.001415894381075304, + 0.0014141829179127692, + 0.0014071485236399105, + 0.0014035131942220877, + 0.00139684843335506, + 0.001384604206980312, + 0.0013830966133465288, + 0.0013780304471158163, + 0.0013764953694976223, + 0.0013705142748738903, + 0.0013678457972709206, + 0.001363145533408611, + 0.001361104927756553, + 0.0013581031865160127, + 0.001357391509082713, + 0.0013550229669697992, + 0.001353213572078906, + 0.0013510810961355633, + 0.0013469346453957513, + 0.0013248102151305775, + 0.0013197699192274872, + 0.001319119118719404, + 0.0013132717415393152, + 0.0013079220870412084, + 0.00129978013031596, + 0.0012975432968097347, + 0.0012936196345487115, + 0.0012908550451223224, + 0.001290803698436932, + 0.0012827979626489562, + 0.0012796490805885438, + 0.0012718503917309178, + 0.001263261744823112, + 0.0012534561470961816, + 0.0012499908504251347, + 0.0012441907604419755, + 0.0012433631538828818, + 0.001241451057990517, + 0.0012304198562706383, + 0.001220067188701507, + 0.0012170996607825388, + 0.0012132938503329616, + 0.0012102971007381747, + 0.0012036023921265138, + 0.0012034996703744656, + 0.001196403470211553, + 0.001196174182839313, + 0.0011879838385838073, + 0.0011872249896208924, + 0.0011801241429079572, + 0.001177466987894597, + 0.0011712954455434963, + 0.0011711602226614913, + 0.0011699421182131064, + 0.0011675028625795852, + 0.001167294157468948, + 0.0011622310623097436, + 0.0011568248016245969, + 0.0011533086884613058, + 0.001153048492653496, + 0.0011481332236640725, + 0.0011434214803453242, + 0.0011409828244105934, + 0.0011405345214235351, + 0.0011399657205679987, + 0.0011224695496537685, + 0.0011142753476247687, + 0.0011113361411553945, + 0.0011017889965852033, + 0.0011009781083061961, + 0.0011005821620623506, + 0.0011004479615537347, + 0.0010971896807097353, + 0.0010958013514005163, + 0.0010917264611868596, + 0.0010865593533003093, + 0.001083251163588794, + 0.001079390647353126, + 0.001078194275913674, + 0.0010767437476850755, + 0.0010756957000080205, + 0.0010747021585359058, + 0.0010664044507893902, + 0.0010653085774203403, + 0.0010583158679425646, + 0.0010501559409674586, + 0.0010424036228586424, + 0.0010368875085622665, + 0.0010305832873814106, + 0.001029508266125833, + 0.0010252676087406502, + 0.0010231792734411531, + 0.0010231056266410757, + 0.0010228754863026756, + 0.0010222696859796068, + 0.0010179530532035044, + 0.0010155826816698188, + 0.0010053206944744258, + 0.000998954032787622, + 0.000995794143969071, + 0.000987955414441906, + 0.0009844561738523978, + 0.0009763880126149783, + 0.0009735468043067696, + 0.0009733115268847341, + 0.0009701699255252553, + 0.0009595191468646544, + 0.0009550050655526236, + 0.0009541757810660297, + 0.0009533531206319673, + 0.0009532039442078819, + 0.0009502196666896945, + 0.0009459165590519485, + 0.0009404353106956385, + 0.0009282861570146526, + 0.000923093667826401, + 0.0009161914205869937, + 0.0009159796054443105, + 0.0009154056440907673, + 0.0009107169855014335, + 0.000906599404206545, + 0.0009062710310765267, + 0.0009037858026665674, + 0.0009004632549163723, + 0.0008877442793070019, + 0.0008865995999877092, + 0.0008860559005113257, + 0.0008842293399888335, + 0.0008809870905286686, + 0.0008614683668190119, + 0.0008598305382326949, + 0.000855653955053611, + 0.0008531305451905261, + 0.0008349449576716755, + 0.0008315323570047704, + 0.0008309986530840275, + 0.0008248808228662406, + 0.0008238211669571777, + 0.0008226157571105698, + 0.0008172193760329939, + 0.0008164367912864501, + 0.0008162651041037389, + 0.0008110640738461461, + 0.0008085770350148779, + 0.0008071991383160761, + 0.0008066347819514775, + 0.000804289681192751, + 0.0008038519198466737, + 0.0008038074970873612, + 0.000800535952503586, + 0.000799849811705648, + 0.0007997315852088889, + 0.000792889366974099, + 0.0007909336733459778, + 0.000786224244804461, + 0.0007837333448526804, + 0.0007818396714452423, + 0.0007757808392031384, + 0.0007714455529163313, + 0.0007702127628494923, + 0.0007701647807874382, + 0.0007684166474679229, + 0.0007681169601421692, + 0.0007644548126730852, + 0.0007622004933893775, + 0.0007612469982347787, + 0.0007582103674641624, + 0.0007554232817686273, + 0.0007519174992403193, + 0.0007510945592195342, + 0.0007490932628282579, + 0.0007490781763540318, + 0.0007484856454265449, + 0.000747152336382076, + 0.0007428819606034895, + 0.0007418972054639945, + 0.0007353594897057112, + 0.0007310855390267095, + 0.0007224427633410165, + 0.000718172652620568, + 0.0007157630487600202, + 0.0007091247548683897, + 0.0007076106598728765, + 0.0007070559073712902, + 0.0007064874860034439, + 0.0007044354057376962, + 0.0006991807012970633, + 0.0006964915169354651, + 0.0006959871615692931, + 0.0006941169003616468, + 0.0006933718977666675, + 0.0006890853980021331, + 0.0006882828265394765, + 0.0006870133962769494, + 0.0006844932156414845, + 0.0006841210588735572, + 0.0006836702718479882, + 0.0006800509866365728, + 0.0006796367623693152, + 0.0006769193334685551, + 0.0006740282516101522, + 0.0006668082821757042, + 0.0006653125862267277, + 0.0006604324813232955, + 0.0006593598486283889, + 0.0006565402263346607, + 0.0006550592888413817, + 0.0006511341487076446, + 0.0006505559656609741, + 0.0006475591084633808, + 0.0006453197124861327, + 0.0006363402770790034, + 0.0006275842977207526, + 0.0006245644718775916, + 0.0006196106270205836, + 0.0006181526586884499, + 0.0006175739972440141, + 0.0006151363349517062, + 0.0006147736884570027, + 0.0006136379950921194, + 0.0006102712059680103, + 0.0006097791536750861, + 0.0006083470846819898, + 0.0006079984293172197, + 0.0006055762029621036, + 0.0006034772899006208, + 0.000598804833457927, + 0.0005953398941658397, + 0.000591992814579692, + 0.0005880814714401093, + 0.0005844808028368406, + 0.00058321178226634, + 0.0005830498850185113, + 0.0005767613673367322, + 0.0005717323626215901, + 0.0005710816339123197, + 0.000566201045320274, + 0.0005652196510731534, + 0.000564977744734633, + 0.0005553541530148034, + 0.0005498884029133052, + 0.0005491534953543003, + 0.0005476400712494328, + 0.0005449979033908357, + 0.0005449084684494676, + 0.0005448124860852382, + 0.0005371350686348654, + 0.0005311426533598595, + 0.0005272525174234662, + 0.0005269529050042954, + 0.0005189441171213724, + 0.0005177845471688919, + 0.0005148047617628391, + 0.0005125253448294931, + 0.0005120707945675573, + 0.0005093173904834401, + 0.0005090544749899748, + 0.0005089138680641548, + 0.0005039841426624288, + 0.0005021522653662906, + 0.0004995872404852572, + 0.0004966710045803265, + 0.000493659556779337, + 0.0004923135251678227, + 0.00048496100662329215, + 0.00048435853774843064, + 0.00047799471137296973, + 0.00047519304583347927, + 0.00047361791336220956, + 0.00047284060352811825, + 0.00046569698023274543, + 0.0004581762965206217, + 0.0004579524009409148, + 0.00045694972138015635, + 0.0004566701304568033, + 0.00045510952458279163, + 0.00045432425107701235, + 0.00045424125625524096, + 0.00045260131729349233, + 0.0004521813651926328, + 0.00044918033674825757, + 0.00044721679737656317, + 0.0004365193768371953, + 0.0004269729727323407, + 0.00042567313233484176, + 0.000424438837631125, + 0.00041836266826590456, + 0.0004181398277922224, + 0.0004151367445414486, + 0.00041155156789990437, + 0.00040862693707737537, + 0.00040482781600625537, + 0.0004002678645173559, + 0.00039781236148523264, + 0.0003966713653514884, + 0.00039228814675356337, + 0.0003920729956584469, + 0.00039201123505452554, + 0.0003898774529803281, + 0.0003896917807337875, + 0.00038861083426686556, + 0.00038683592948524477, + 0.0003858528793260493, + 0.0003843902737328006, + 0.00038398435814653676, + 0.00038073948779885616, + 0.00037888024414915093, + 0.0003775184714891956, + 0.00037689331244555353, + 0.00037315898484889954, + 0.00037257754832885245, + 0.0003721058638416267, + 0.00037035415387141494, + 0.000370304827683564, + 0.000367670957699369, + 0.0003647016953501693, + 0.0003628996284340838, + 0.000359155493949946, + 0.00035892720127109364, + 0.00035577115620238724, + 0.0003470790368052729, + 0.000337759446866686, + 0.00033670238697192345, + 0.00033529521844942776, + 0.00033150462760282116, + 0.00033036640913863065, + 0.0003287888157945761, + 0.00032746116201592235, + 0.0003270896639722235, + 0.000325290490934301, + 0.00032273084785208283, + 0.0003224584145033329, + 0.0003208932893069957, + 0.00032079718127943504, + 0.0003205854505818233, + 0.00032016875964769687, + 0.0003173595700688716, + 0.0003160475825267909, + 0.0003159703726210625, + 0.000315445648724624, + 0.0003150927886778994, + 0.00031504015126678945, + 0.0003125091286201353, + 0.0003113006879476353, + 0.00030971890718515106, + 0.0003087208066328704, + 0.00030839349679012717, + 0.0003082010744163527, + 0.0003063995938391113, + 0.0003051969560027585, + 0.0003016639982102495, + 0.00029949480374988417, + 0.00029620388091521483, + 0.0002915462313371811, + 0.0002896718959447344, + 0.00028778129496369277, + 0.0002857325309177124, + 0.0002848819044460074, + 0.0002833480122975859, + 0.00028091963001030453, + 0.00027840495359252764, + 0.0002757696761078405, + 0.00027434172590048083, + 0.0002735308696112763, + 0.00027322734112735165, + 0.00027114518395296986, + 0.0002711350097859927, + 0.00027066522036788985, + 0.0002700390667776155, + 0.00026691913305625206, + 0.00026645392505524496, + 0.0002634965320890484, + 0.0002577837027660003, + 0.0002559033129395851, + 0.00025441931843524934, + 0.0002536345552427174, + 0.000253114219078825, + 0.00024997216745596625, + 0.00024923155418288647, + 0.00024921119287353864, + 0.0002474095656396341, + 0.0002468671539434489, + 0.0002451735004955233, + 0.00024202420455849623, + 0.00024154970678573248, + 0.00024074398634052872, + 0.00023998580083305508, + 0.00023785676094426175, + 0.00023735021463983574, + 0.00023703101396271484, + 0.00023677883548369873, + 0.00023653569000323718, + 0.00023613306010688152, + 0.00023215460175851117, + 0.00023050635865442328, + 0.00022982971190004507, + 0.00022867001772369826, + 0.0002276445672858986, + 0.00022725450784246838, + 0.00022654465922777945, + 0.0002201202782612062, + 0.0002193767002280058, + 0.0002189134322466893, + 0.0002186562401854651, + 0.0002174909488893147, + 0.0002165374461403476, + 0.0002161690527578308, + 0.0002135138487406381, + 0.00021191528840169998, + 0.0002118065976433283, + 0.0002112524391578978, + 0.00020947624223235792, + 0.0002054447014132074, + 0.00020520662715231794, + 0.0002049850653061882, + 0.0002045091861878264, + 0.00020234536511100113, + 0.00020134230894764722, + 0.00020112036903417388, + 0.00020030470049448604, + 0.00019987441918109766, + 0.00019958643575411, + 0.00019943633135405272, + 0.00019897035108518542, + 0.0001985680548090184, + 0.00019722710371860148, + 0.00019699807355090144, + 0.0001955521643821427, + 0.0001954541403412299, + 0.00019497435079940474, + 0.0001890442201074184, + 0.00018804838543282749, + 0.00018504624013809823, + 0.00018351356514611028, + 0.0001807707216103277, + 0.00018004514418108687, + 0.00017955344566716422, + 0.00017877606440315816, + 0.00017613789232126455, + 0.00017497706030746718, + 0.0001737787679451244, + 0.00017306584206166584, + 0.00017218699502167156, + 0.00017055723902974958, + 0.00016884442236826688, + 0.00016623011632474415, + 0.00016411066609224844, + 0.00016405416448199534, + 0.00016382170513218485, + 0.00016080986944169064, + 0.00015936921450805983, + 0.00015878543746701356, + 0.00015573401509479551, + 0.00015416463579798578, + 0.0001533639456113624, + 0.000149712484766564, + 0.00014607226549405146, + 0.00014567070086422574, + 0.00014537430341736259, + 0.0001437171107908177, + 0.0001430619536089205, + 0.00014171467049301623, + 0.0001396913752669835, + 0.00013969002436027284, + 0.00013948452459758826, + 0.00013914822136605723, + 0.0001363002720571719, + 0.00013535835834659591, + 0.00013098857702738802, + 0.00013039362360050817, + 0.00012823161140100122, + 0.00012811027409374387, + 0.00012799276788686708, + 0.00012714801755380305, + 0.00012696537220246185, + 0.00012695799833124138, + 0.00012618007659510042, + 0.00012580039184282186, + 0.00012520418779736833, + 0.00012480010027466327, + 0.0001227113344840496, + 0.0001222354566711482, + 0.00012146109250495939, + 0.00012120255550282826, + 0.00012106256434686019, + 0.00012003993789991482, + 0.00011992011349598403, + 0.00011963706948427396, + 0.00011928299802314785, + 0.00011915807588116889, + 0.00011914867155367621, + 0.00011890107484430335, + 0.0001173057516376435, + 0.00011504387914242007, + 0.00011492130083962874, + 0.00011445440643865638, + 0.00011379750544197531, + 0.00011342296446612074, + 0.0001111471892013024, + 0.00011078952481839256, + 0.00011071897566084365, + 0.00011067899886775023, + 0.00011028243719319782, + 0.0001100551614896196, + 0.00010511786125825778, + 0.00010503490858135113, + 0.00010484835066042199, + 0.00010434932840376673, + 0.00010381890445662261, + 0.00010227619098048016, + 0.00010211873001440949, + 0.00010197746665591823, + 9.940019577348106e-05, + 9.845614027215368e-05, + 9.38863046202651e-05, + 9.376804225654328e-05, + 9.309316158883163e-05, + 9.092682261837743e-05, + 8.894508982808679e-05, + 8.859592474078087e-05, + 8.749127613565124e-05, + 8.698618235041994e-05, + 8.696599780068506e-05, + 8.65824300259344e-05, + 8.656785821098848e-05, + 8.407729794403938e-05, + 8.301329759561242e-05, + 8.296326485400086e-05, + 8.296282114318652e-05, + 8.251767848916379e-05, + 8.047402978915952e-05, + 7.852306239700105e-05, + 7.841335014881735e-05, + 7.79979228620388e-05, + 7.75678402816748e-05, + 7.645372107630624e-05, + 7.605433298522147e-05, + 7.541919026581559e-05, + 7.483497252141219e-05, + 7.4566002799905e-05, + 7.157067660374969e-05, + 7.094744996696005e-05, + 7.08464116811002e-05, + 6.990004337763248e-05, + 6.961673883872806e-05, + 6.9258527891584e-05, + 6.89974858600371e-05, + 6.553276372003864e-05, + 6.525134108689164e-05, + 6.442558412335372e-05, + 6.340611991215819e-05, + 6.192486038468216e-05, + 5.871349587730399e-05, + 5.802581939727947e-05, + 5.721699003276853e-05, + 5.652058734272947e-05, + 5.613605372216771e-05, + 5.5079590557616534e-05, + 5.464367143297102e-05, + 5.398502067937429e-05, + 5.3618397251067206e-05, + 5.3373796532023904e-05, + 5.285282936103698e-05, + 5.282564678963346e-05, + 5.2271163244724916e-05, + 5.176499807110866e-05, + 5.132071196338572e-05, + 5.112393025597058e-05, + 5.0146068498538565e-05, + 4.8289058269580565e-05, + 4.688012910427581e-05, + 4.379910782033829e-05, + 4.353834749649634e-05, + 4.2296065925745924e-05, + 3.99801575814364e-05, + 3.9648656309179716e-05, + 3.9175177314156986e-05, + 3.8948362224141686e-05, + 3.660054688827215e-05, + 3.603569044680061e-05, + 3.599585654538859e-05, + 3.5603762196336995e-05, + 3.555992592807615e-05, + 3.553298000641565e-05, + 3.528653950088898e-05, + 3.4543125577859585e-05, + 3.360913656850604e-05, + 3.242878190517023e-05, + 3.241139855553711e-05, + 3.136589251294064e-05, + 3.083748992075444e-05, + 3.0808627625913515e-05, + 3.0656929969601475e-05, + 3.0619441681493835e-05, + 3.0499800969259008e-05, + 3.0264510367050352e-05, + 3.021507561237935e-05, + 2.9675098602912205e-05, + 2.8966346245369006e-05, + 2.8794937178606132e-05, + 2.8509523941603703e-05, + 2.816724318073444e-05, + 2.8026669457781412e-05, + 2.794014432879904e-05, + 2.7577399767354366e-05, + 2.7192705313729743e-05, + 2.636221520476625e-05, + 2.5406301022794328e-05, + 2.5004792271278046e-05, + 2.430315312634405e-05, + 2.360886464079729e-05, + 2.343993648113449e-05, + 2.2898654763542423e-05, + 2.2238127193901305e-05, + 2.1867630585910524e-05, + 2.1572384253345742e-05, + 2.1011784532239926e-05, + 2.065409866298691e-05, + 1.892565114891703e-05, + 1.832878794261826e-05, + 1.8061652082812655e-05, + 1.779801800332945e-05, + 1.777406599211948e-05, + 1.7244464305525176e-05, + 1.7195884401380886e-05, + 1.7068135261543106e-05, + 1.6933829763359583e-05, + 1.6851918731090416e-05, + 1.6628535468865622e-05, + 1.600115406015784e-05, + 1.5305558259025108e-05, + 1.5256675884246072e-05, + 1.5122072925031831e-05, + 1.4790524872181819e-05, + 1.466027018333383e-05, + 1.414537745511319e-05, + 1.3478075568120945e-05, + 1.2974105147975406e-05, + 1.2668906687114734e-05, + 1.1985556875084087e-05, + 1.1266459050872381e-05, + 1.094511059547187e-05, + 1.080323461793968e-05, + 1.0238180464663608e-05, + 9.863551100715833e-06, + 9.533611181811886e-06, + 9.501844208239965e-06, + 8.926523695165357e-06, + 8.819103069022372e-06, + 8.729016900816777e-06, + 8.677400045648224e-06, + 8.57903304627543e-06, + 8.56847406299201e-06, + 8.512025451220029e-06, + 8.387401889725119e-06, + 8.348178128269784e-06, + 7.481169190220563e-06, + 7.326942839555868e-06, + 7.185196665386072e-06, + 7.156770964498433e-06, + 7.080642509189808e-06, + 7.0044208418163194e-06, + 6.4715061146797615e-06, + 6.386336868917307e-06, + 6.203343853381663e-06, + 6.01737557152374e-06, + 5.324581927559739e-06, + 5.0422219466039366e-06, + 5.0156116948873654e-06, + 4.758433472081152e-06, + 4.139407616847519e-06, + 3.67978714279727e-06, + 3.665853982884155e-06, + 3.6657098952832193e-06, + 3.6596997560443712e-06, + 3.391049730316793e-06, + 3.289515710273851e-06, + 3.232505087265989e-06, + 3.0934472374100686e-06, + 2.9990516770658405e-06, + 2.6807171574260448e-06, + 2.67644798798328e-06, + 2.434096771877643e-06, + 2.4128210935572543e-06, + 2.1843452147364794e-06, + 2.0528319735215757e-06, + 1.6908101402836045e-06, + 1.6411659899948608e-06, + 1.5372239231339662e-06, + 1.351688930658145e-06, + 1.225495884571548e-06, + 1.0091308742865544e-06, + 1.0060959836160258e-06, + 9.177434822327878e-07, + 6.754691013683588e-07, + 6.496936132374459e-07, + 5.131504323425354e-07, + 4.839957716855455e-07, + 3.119810034494577e-07, + 2.3368939632540658e-07, + 2.0429763394910112e-07, + 1.3301417456565916e-07, + 1.326514379220848e-07, + 1.0527515640140717e-07, + 1.0342350937319963e-07, + 5.2580949921167474e-08, + 3.485232128694428e-08, + 2.4795522097224585e-08 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 82.8, + "precision": 21.9047619047619, + "recall": 19.714285714285715, + "f1": 20.085470085470085 + }, + "selection": { + "precision": 0.5766293099007447, + "recall": 8.311688311688311, + "f1": 1.0784001928327966, + "jaccard": 0.5427208765559881 + } + } +} \ No newline at end of file diff --git a/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_None.json b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_None.json new file mode 100644 index 0000000000000000000000000000000000000000..d93fe91fa2b4c048c06e4f2a61e1de222955e6b6 --- /dev/null +++ b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_None.json @@ -0,0 +1,3816 @@ +{ + "significant_genes": { + "Variable": [ + "AATF", + "AADAC", + "ACTMAP", + "ALPK2", + "A2M", + "ABCF2", + "ABCC6", + "ACADVL", + "ACSM5", + "ACSM4", + "ACOT4", + "ADAMTS12", + "ANKRD40", + "AAMDC", + "AASDHPPT", + "ABHD2", + "ABCB10", + "ACOT2", + "ACRV1", + "ADGRG4", + "ACTN3", + "ABCE1", + "ABCB8", + "ABI3BP", + "ABCC10", + "AGR2", + "ALDH4A1", + "ART3", + "ACAT2", + "ALDH1L1", + "AACS", + "ADGRE4P", + "ABCC13", + "ACSM2A", + "AFG1L", + "ABCC8", + "ABCA8", + "ABLIM3", + "AK2", + "AADACL3", + "AGRP", + "AHCYL2", + "ADAMTSL2", + "ADAMTSL5", + "ABHD17B", + "AEN", + "ABCA6", + "ARHGAP24", + "ALDOB", + "AFF2", + "ABHD1", + "ADAM21P1", + "ALKBH4", + "ACSM3", + "ADRA1A", + "ARL3", + "AKAP7", + "ABCA12", + "ABLIM2", + "ACBD6", + "ABHD13", + "ACTR2", + "ABCA11P", + "ACTR5", + "ABHD5", + "ACO2", + "ABCB5", + "ADCYAP1", + "AARSD1", + "ADCY9", + "AGER", + "ACTR10", + "ACMSD", + "ADAD1", + "ALAD", + "ADAP2", + "AOX1", + "ABCC9", + "ADGRD2", + "ACKR1", + "BPIFA4P", + "ANKZF1", + "ARHGAP22", + "A3GALT2", + "ABHD17A", + "ARHGAP23", + "ADH5", + "ABHD12", + "ACOT1", + "ABCC4", + "APBA3", + "ANKK1", + "ACTRT1", + "ADAD2", + "APLP1", + "AIRIM", + "BBS5", + "ADGRG2", + "ASIP", + "ANGEL2", + "AKAP1", + "ABI1", + "ALOX12P2", + "ABRAXAS1", + "ADCY1", + "ABCA10", + "ALDH1L2", + "ACSL5", + "APCS", + "BMP5", + "ABRA", + "ACER1", + "AP4M1", + "ADAM21", + "ALG1L1P", + "ADGRG6", + "AGAP7P", + "ALX1", + "ABCB4", + "ANO3", + "ACKR3", + "ALG9", + "AP2S1", + "AKAP8", + "AARS1", + "C1orf167", + "ALDH7A1", + "BHLHE22", + "AKR1B15", + "ADCK5", + "ABAT", + "ADA", + "ARSL", + "APLN", + "ACACB", + "ANGPT2", + "ALDH18A1", + "ADORA3", + "APOBEC3H", + "ASXL1", + "C3orf20", + "ABCB11", + "ADAM5", + "APCDD1", + "ANK3", + "AFDN-DT", + "AKR1C8", + "ABCD1", + "ATXN1L", + "HMGB4", + "ARFRP1", + "ATG10", + "ALDH16A1", + "AEBP1", + "ADK", + "ADGRV1", + "ADO", + "ACTL10", + "C2", + "ARHGEF19", + "ADAM32", + "ABCF3", + "CETN3", + "ARID1A", + "AFAP1L1", + "ADIPOR1", + "AK3", + "ANKAR", + "CTXN2", + "ACTL6B", + "ACAP3", + "ADAMTSL4", + "AADAT", + "CHRM1", + "ALCAM", + "BANP", + "ADGRF2P", + "A1BG", + "APEX2", + "ANKRD13C", + "ANO7", + "ANKFN1", + "AP4B1", + "CACNA2D1", + "ANO1", + "ANKMY1", + "ADAMTS8", + "ADORA1", + "ADTRP", + "BAGE2", + "ABR", + "ABHD11", + "AACSP1", + "ASTE1", + "ARHGEF15", + "AP5S1", + "AP2A2", + "COLEC10", + "AP4E1", + "ARID3C", + "ACTL7A", + "AAK1", + "ACVR2A", + "ANKRD34A", + "AHSP", + "CLEC4GP1", + "APOLD1", + "ATF1", + "ADAM22", + "CNPY1", + "ALPL", + "AGT", + "ARHGEF16", + "ACTR6", + "AIPL1", + "AURKC", + "C12orf43", + "ACP2", + "ACVR1C", + "ASPN", + "ANKRA2", + "ACSM2B", + "BDH2", + "ADAMTSL1", + "ABRAXAS2", + "CAPN11", + "AMER3", + "CD109", + "AAAS", + "CA14", + "ANAPC15", + "CAND2", + "CRTC3", + "BMERB1", + "C1orf216", + "ACP5", + "FUZ", + "DHX30", + "GARNL3", + "AQP4", + "AMPH", + "ABCB1", + "AMELX", + "ATRX", + "AKAP14", + "ANKLE2", + "ACSM1", + "ARHGEF28", + "ADAM8", + "ADCY4", + "ANKS4B", + "AQP1", + "ARMH4", + "ADARB1", + "ANKRD24", + "AMHR2", + "ADAMTS16", + "ARHGAP32", + "CCDC27", + "ADAMTS10", + "AMPD3", + "CDH7", + "BDNF-AS", + "ACTBL2", + "AP1S1", + "ALDH3A2", + "BCL2L12", + "ANKIB1", + "BRDT", + "ANOS1", + "CLLU1-AS1", + "BAHCC1", + "ARLN", + "AKIRIN2", + "ANKRD20A8P", + "AGAP4", + "FAM225B", + "AIG1", + "CALR3", + "SCTR", + "AICDA", + "ATP5MC3", + "ANAPC2", + "ADGRF4", + "DAZL", + "CCAR2", + "ADGRB2", + "BMAL2", + "ASB16-AS1", + "ATAT1", + "ACOX3", + "ATP10D", + "C16orf87", + "ADIPOR2", + "BCO2", + "ADAM7", + "ABCB9", + "ACTG1", + "FAM90A13", + "ANKRD54", + "BTNL2", + "BPESC1", + "ANKRD31", + "AHSG", + "BRI3BP", + "ARHGEF25", + "COL11A1", + "CHRDL2", + "ACOD1", + "ACBD5", + "CDKL3", + "APOBEC3D", + "AIF1", + "CDYL", + "ACADL", + "AADACL4", + "C10orf55", + "AVP", + "DUX3", + "AKAP6", + "MGAT5", + "ABCA3", + "ANAPC7", + "AMY2B", + "ATRNL1", + "DAZ4", + "ANO2", + "CGREF1", + "BRWD1-AS2", + "LOC654780", + "BRS3", + "ANKRD18B", + "CHDH", + "ATAD3B", + "ACO1", + "CLSTN2", + "C3orf18", + "CBX8", + "COQ3", + "LILRA3", + "ANKRD18A", + "CACNA1A", + "ABI3", + "AAGAB", + "ACYP1", + "BCAT1", + "GLRA1", + "ATXN2L", + "ATF6B", + "BMP2KL", + "ADGRL3", + "AAR2", + "CASP9", + "C7orf57", + "ASAH1", + "DHDH", + "AKR1A1", + "ADAMTS1", + "TRIM42", + "ABO", + "AKNA", + "CHRM4", + "CHST2", + "ACOXL", + "AKIRIN1", + "CCDC116", + "DLST", + "ADGRE3", + "AZGP1", + "ACTN2", + "ADGRL1", + "BCL9L", + "DEFB103A", + "AMDHD2", + "CFAP20", + "ANK1", + "CHD1L", + "C1orf53", + "ANAPC4", + "CENPL", + "AFDN", + "SNORD113-5", + "ABCA9", + "ABITRAM", + "CLEC4M", + "C1QBP", + "ASB12", + "ABCD2", + "DAPL1", + "CARD19", + "ADORA2B", + "AKR1C4", + "ACR", + "AGBL2", + "COL13A1", + "ADAM15", + "ANXA2P1", + "PAFAH1B3", + "ANKRD20A2P", + "ADAM17", + "ARMCX5", + "ADH4", + "AXIN2", + "ANKRD35", + "APMAP", + "DRAXIN", + "ATP6V1F", + "CSNK1E", + "ADAMTS4", + "CLDN3", + "ADGRA1", + "AGAP11", + "CFAP53", + "ADGRA3", + "ABCA1", + "A4GNT", + "AGO2", + "ADAMTS7", + "CDC14C", + "ANKRD20A11P", + "AGPAT3", + "ARSB", + "ANXA8", + "ARHGAP10", + "BIRC2", + "AQP6", + "CNTNAP1", + "HRG", + "ANP32E", + "CATSPERE", + "ATP13A2", + "AASS", + "ANLN", + "AGPAT4", + "ABTB1", + "BTBD16", + "ATP5PD", + "CLTCL1", + "DTX1", + "FBXL2", + "C5", + "DUOXA1", + "ANKUB1", + "CNR2", + "ALPK3", + "ARRDC1-AS1", + "CRTAP", + "APOL6", + "AATK", + "AFM", + "APEH", + "NLRP3", + "ATP6V1G3", + "ARHGAP5", + "CBLL1", + "FANCB", + "ACYP2", + "CCDC42", + "CLIP3", + "LOC613038", + "ADAM18", + "CARMIL1", + "CLCN1", + "ANKRD27", + "AGRN", + "ALYREF", + "C16orf78", + "TMEM52", + "CHRNB2", + "PBX3", + "CARNS1", + "KCTD21", + "MIR302B", + "ARR3", + "ACSS3", + "ARL14", + "MIR602", + "C8orf58", + "ASB18", + "AGAP6", + "CPE", + "BAIAP2", + "CCDC146", + "BOC", + "CCDC144A", + "EPS15L1", + "CLN8", + "COL4A5", + "COL5A3", + "RLBP1", + "GINS2", + "ACAP2", + "BCAM", + "IL1RAPL2", + "ADGRF1", + "BNC2", + "CNTN4", + "CPT1A", + "CLDN23", + "BST1", + "C3AR1", + "PKD1L1-AS1", + "CPNE9", + "BDKRB2", + "CCDC83", + "BCHE", + "C10orf53", + "BBIP1", + "INSM2", + "COL15A1", + "RASD2", + "EDIL3", + "EXD1", + "IFITM5", + "E2F1", + "ALG6", + "CDKN1B", + "CFAP141", + "PADI3", + "GDPD5", + "CRTC1", + "ATP6V1G2", + "LOC646804", + "CELF6", + "ABCF1", + "BEND4", + "ABCC2", + "AMMECR1", + "FABP2", + "ARID5B", + "CACNA1H", + "ANXA9", + "ARL17A", + "THOC6", + "ADIPOQ", + "APOC3", + "ANKRD40CL", + "ALKBH7", + "CCNK", + "AMPD1", + "KCNH5", + "BPY2", + "CITED1", + "AWAT2", + "ATP6V1B1", + "ASIC1", + "CLDN1", + "LOC727980", + "FST", + "ARMCX3", + "ASCC2", + "FGFR2", + "ACAT1", + "CSMD2", + "KCNH3", + "CPZ", + "ACTA1", + "PRODH2", + "IQUB", + "ASPHD1", + "ASPSCR1", + "BMPER", + "GCK", + "CGB1", + "ADCY2", + "ANP32A", + "CEACAM18", + "FIGLA", + "C1orf105", + "DUX4L8", + "AVPR1A", + "NQO2", + "ABCC3", + "BMP3", + "CERS4", + "CCDC71", + "CHPF2", + "AMBN", + "CHSY1", + "ABHD8", + "AGO1", + "AP1M2", + "ATP12A", + "ALDH2", + "CABIN1", + "ATP5MF", + "ADAMDEC1", + "AMELY", + "CACNG6", + "TACC2", + "DPEP1", + "DEFB107B", + "ANKRD2", + "DNAH5", + "BRD1", + "BCAS4", + "AGAP10P", + "BARHL2", + "C2CD6", + "CACNA1F", + "BZW1", + "CHRM5", + "XKR7", + "ACTC1", + "ENPP6", + "ARHGAP31", + "CAPNS2", + "CLCNKA", + "BIRC8", + "C20orf96", + "HPN", + "ARFIP2", + "AP3D1", + "ADRB3", + "ADGB", + "ATE1", + "CRLF1", + "CHKB", + "AMFR", + "CFAP298-TCP10L", + "CAD", + "FAM90A16", + "IER5L", + "ABCB6", + "FTCD", + "KIAA1217", + "ABCG4", + "ADRA2A", + "CORO1B", + "FRAS1", + "ACKR4", + "NUS1P3", + "CLCA4", + "CTSL3P", + "FRK", + "CAVIN4", + "MOCOS", + "ETV5", + "CCNB2", + "L1CAM", + "ALDH9A1", + "ATP2B4", + "ARHGEF7", + "CSH1", + "ARHGAP12", + "ARPC5", + "BLCAP", + "AXIN1", + "C1S", + "CLDN6", + "BLK", + "CCL15", + "FFAR4", + "DYNC2H1", + "ARHGAP8", + "ACLY", + "DSCAML1", + "B3GNT7", + "ANXA4", + "ASNSD1", + "AGBL3", + "EGFL8", + "ADGRG7", + "CCDC162P", + "MRGPRX1", + "NSMCE1", + "CATSPERD", + "BCO1", + "CRYBB3", + "HDGF", + "ADAM19", + "AKR1C6P", + "ANKRD16", + "CCHCR1", + "CPLX1", + "CA6", + "RER1", + "BUD31", + "ALKBH5", + "AKAP10", + "ARL13B", + "ANKRD53", + "ANKS1B", + "AGPS", + "FAM120C", + "KRTAP23-1", + "AGTR2", + "CSF1", + "DLX6-AS1", + "CBR1", + "ALDH3B1", + "GLI4", + "CDH18", + "GPR83", + "BPIFB4", + "APOBEC4", + "CCDC191", + "APOB", + "AHCY", + "GRAMD1B", + "CLIP2", + "EFNB1", + "SNORD51", + "ELOA3BP", + "C1QL4", + "CEP72", + "AKR7A2", + "C17orf50", + "BOD1", + "ADA2", + "ATN1", + "ATP5PF", + "ABTB3", + "ISL2", + "ANXA10", + "CDCP1", + "CXADRP2", + "ARMC8", + "ALG10", + "ADRM1", + "CCDC152", + "KIAA1210", + "ARF5", + "COG7", + "DRD3", + "FAM187B", + "BCS1L", + "OR8H1", + "CDRT4", + "CMC2", + "COMP", + "CCT4", + "RAD54L", + "EPCIP", + "SPIRE2", + "BRD3OS", + "TMEM171", + "ARMC7", + "ALKBH3", + "CCR5", + "ALKAL1", + "CELP", + "CCDC13", + "C11orf98", + "HCRTR2", + "ALDH3A1", + "AGBL1", + "ANKRD20A1", + "ADIG", + "ADHFE1", + "KLK2", + "CDC42EP2", + "H3C2", + "CNTF", + "APRT", + "CD19", + "CES5A", + "ATP2A1", + "ADNP2", + "DRGX", + "MIR524", + "C11orf87", + "AKT2", + "BAGE", + "CD72", + "ACTRT3", + "BCL10", + "ARMS2", + "MTSS2", + "OR1A1", + "ATP5MK", + "CRCT1", + "AGAP9", + "HEBP1", + "GLDC", + "ZNF843", + "ADGRG1", + "LOC100131496", + "ABHD14B", + "C8orf74", + "LOC729218", + "ARL17B", + "PKD2L2", + "LACC1", + "ABCG1", + "HSD11B1", + "NPDC1", + "LINC00696", + "LOC647264", + "LIMA1", + "ASB13", + "NXF4", + "IFNA5", + "ARSJ", + "DNAH17", + "WNT1", + "CD300E", + "ASIC4", + "ATOSB", + "FAAP24", + "B3GNT3", + "OMD", + "ANGPTL1", + "COL18A1-AS1", + "ARL5C", + "ANKRD11", + "KCNJ5", + "ALDH1A3", + "CLEC11A", + "CENPM", + "MYL9", + "LOC100130872", + "CRY2", + "FMN2", + "MIR629", + "MVK", + "CA5A", + "BTNL3", + "COX11", + "TBX6", + "CSPG4", + "CHRDL1", + "ASB17", + "ASB3", + "GPR152", + "CCDC144NL", + "RBFA", + "ATP6V0A1", + "BBLN", + "HENMT1", + "C12orf50", + "C2CD4A", + "BAK1", + "BDH1", + "ASCC1", + "ANXA2", + "CDH22", + "ARG2", + "HLA-DOB", + "ADH5P4", + "TOP1MT", + "BAD", + "CLBA1", + "SNORD91B", + "GPX3", + "CCDC7", + "AGPAT5", + "CCIN", + "DNAH14", + "DDX43", + "DNAJC5B", + "CD38", + "MIR1915HG", + "AKT1S1", + "CNTNAP2", + "ASIC5", + "IL22", + "CLK2", + "ADCYAP1R1", + "CHI3L2", + "MIR141", + "MIR620", + "ATP10A", + "FAM210A", + "MYL10", + "AMH", + "CCK", + "BLOC1S2", + "HLA-C", + "OR8G2P", + "TRPM4", + "CD4", + "ARHGAP35", + "ELFN1", + "NAV3", + "GEMIN4", + "FAM219A", + "ARRDC5", + "DSCR9", + "EXOSC2", + "C2CD4D", + "FKSG49", + "ARHGAP9", + "ARHGAP19", + "CYP4Z2P", + "GAS1", + "CHRNB1", + "MPV17", + "DMP1", + "PBLD", + "CDK9", + "C1QA", + "ADAMTS3", + "LRP3", + "DNHD1", + "AUNIP", + "LZTS1", + "SPACA5", + "EPHA2", + "PNKD", + "MIR548Q", + "BABAM1", + "MUC15", + "ATL3", + "BPHL", + "GCC2", + "CDK3", + "ADAM10", + "ADRB1", + "CDK5RAP1", + "KCMF1", + "CBLN1", + "CABP5", + "ERICH4", + "CLEC12B", + "COX5B", + "DNAJC17", + "CLHC1", + "BPI", + "FAM87A", + "ADSS2", + "AZU1", + "RCN3", + "AKR1C1", + "ACTR3B", + "CCNQP1", + "ASIC2", + "CAPN14", + "BAG3", + "APOE", + "CNGA4", + "BTNL9", + "BAZ2A", + "HOXA11-AS", + "APOH", + "CCDC148", + "LYSMD4", + "DANCR", + "AFG2B", + "MAP1LC3C", + "EML5", + "MIR494", + "INO80C", + "ALS2CL", + "ACOT11", + "ADCY7", + "FGFR4", + "BORA", + "ADPRH", + "DERPC", + "RCN1", + "CCNB3", + "HNF1B", + "CD101", + "C1orf146", + "ERCC6", + "KRCC1", + "CEP63", + "EIF4ENIF1", + "MIRLET7C", + "GRHL3", + "ARIH2OS", + "KLK5", + "ENTR1", + "H2BC21", + "CASK", + "GMDS", + "LCE4A", + "CTIF", + "CCDC144CP", + "ODAD3", + "C2orf15", + "TMSB15A", + "ADAMTS5", + "EME1", + "ZNF607", + "AP1G1", + "FOXF2", + "DMWD", + "C11orf16", + "DBX2", + "NR2F2", + "ATP1B1", + "BMP1", + "CHAT", + "ADGRD1", + "GABRB1", + "B3GNT5", + "LIMD2", + "CDH16", + "PPIL6", + "CD177", + "HAS1", + "C12orf76", + "COMMD7", + "CD180", + "APEX1", + "DNAI3", + "FAM90A20", + "EMID1", + "ARSK", + "CFHR1", + "ATG2B", + "LDLRAD3", + "KCNA1", + "C1GALT1", + "CLIC4", + "ANKRD22", + "CSPG5", + "ARL8A", + "GNRHR2", + "DDX56", + "ADAT2", + "GDF9", + "ADD3", + "DHRS3", + "COL26A1", + "AGL", + "AGK", + "AIFM1", + "ATP1B2", + "SFMBT2", + "FILIP1", + "GCOM1", + "DEFB130A", + "HOXD10", + "PHLDB1", + "C1orf21", + "CSNK1A1P1", + "CPXM2", + "CAPN3", + "SAMD13", + "CCDC85B", + "CDC40", + "AMER1", + "BICDL2", + "BHLHE23", + "NCK1", + "ATP1A1-AS1", + "CSNK1A1L", + "MIR455", + "LTC4S", + "DISC1", + "CIAPIN1", + "FAM90A19", + "ARHGAP29", + "CALML3", + "ADGRG3", + "MRPL9", + "ADGRB1", + "HDX", + "CAMTA2", + "TBPL2", + "OBSL1", + "LRRC36", + "IL19", + "DRD1", + "KRT81", + "GIP", + "CRISP3", + "BAZ1B", + "MIR29B1", + "BNIP1", + "DEFA6", + "MIR761", + "CCM2", + "AQP11", + "C1QL2", + "NMU", + "ECE2", + "ALOX5", + "ACSL6", + "RIN1", + "ADSS1", + "MAGEA2B", + "PRSS37", + "NWD2", + "CEP135", + "GJA4", + "DMAC2L", + "CDC42SE2", + "FAM120B", + "LOC151760", + "AASDH", + "MRPL34", + "B4GALNT3", + "ADGRG5", + "CDCA2", + "PRSS53", + "IRX5", + "DIS3L", + "ASB5", + "AGTPBP1", + "SUPT16H", + "BBS10", + "RBP1", + "GATA1", + "CREBL2", + "MFSD5", + "CLPSL2", + "COQ4", + "ASCL4", + "PBK", + "GRM4", + "CDK15", + "F10", + "RIMBP3C", + "CARD11", + "ART5", + "ATP6V1E2", + "FABP5P7", + "GLYAT", + "FGF17", + "SVOP", + "ACSS1", + "BHLHA15", + "KANK1", + "ARHGAP11A", + "INSM1", + "GGT7", + "DPEP3", + "OVGP1", + "UCK2", + "CEMP1", + "SPESP1", + "PPARA", + "PCDHGA4", + "LIN54", + "C2orf78", + "CYP4Z1", + "ADAMTS20", + "LAMB2", + "LTB4R", + "ARNT2", + "ACTR1A", + "SPACDR", + "SNORA25", + "BCAR4", + "PAGE1", + "RBMY1A1", + "BCL7B", + "BBS4", + "CBLL2", + "DGCR2", + "MMP15", + "BMX", + "SNPH", + "CCKAR", + "CXCR3", + "NMRAL1", + "ELP5", + "FAM170B", + "OR4S2", + "NR0B2", + "LRRC32", + "BOLA3", + "ADAT1", + "DCUN1D2", + "CHRNB3", + "DCAF8L2", + "CDK8", + "IL6ST", + "BIRC6", + "MMP8", + "EHD3", + "ELMOD2", + "PRPF38B", + "CRMP1", + "MRO", + "BARX2", + "CELF3", + "NEURL2", + "PGAM1", + "HRNR", + "AHSA2P", + "TP73", + "AMZ1", + "CDRT15P1", + "HOXD9", + "ZNF454", + "MRPL28", + "RENBP", + "ATP2B2", + "ANGPTL4", + "AMN1", + "SNORD119", + "FAM3A", + "CCP110", + "EPHA1", + "CNTROB", + "LOC391322", + "APOOL", + "ADORA2A", + "BIN1", + "CECR2", + "CADM2", + "DOK5", + "DRC12", + "ARMCX5-GPRASP2", + "IL12RB1", + "ANGPTL7", + "BAG6", + "ADRA1B", + "CCNF", + "ALDH1B1", + "PNMA8B", + "CLTC", + "APRG1", + "PCDHGB8P", + "CD209", + "CTPS2", + "COIL", + "GAD2", + "ATF2", + "AMMECR1L", + "SCGB3A2", + "OR5I1", + "NRXN2", + "AFF3", + "HCG27", + "ATP2A3", + "COMMD4", + "COX14", + "RRH", + "DPRXP4", + "CHRNB4", + "DACT2", + "BLVRB", + "LOC727884", + "BTN2A3P", + "DPPA2", + "MIR193B", + "CYP2F1", + "MARK1", + "CUL3", + "BAG4", + "LAMTOR1", + "CYP39A1", + "DEFB131A", + "GTF2F1", + "ARFGEF3", + "IL12B", + "CLDN22", + "DYRK1B", + "BTG4", + "LOC402279", + "HCCS", + "B3GALT5-AS1", + "INO80", + "MECR", + "MAGEB3", + "AEBP2", + "APOL2", + "CALHM1", + "AKAP11", + "RNF185", + "PPM1H", + "HDHD3", + "AFAP1", + "LCE1E", + "MT1JP", + "LAMB3", + "ASXL2", + "AJM1" + ], + "Coefficient": [ + 0.04206286325250036, + 0.03538199832894852, + 0.03260289290669787, + 0.032354495603138654, + 0.03223952397107178, + 0.027860266247361452, + 0.02722660531964069, + -0.026382894669067767, + -0.02638153698692875, + -0.026116038072559425, + -0.024893399026408934, + 0.024835902273662416, + 0.02458499343078304, + -0.02452880791628385, + -0.024461793703014215, + -0.02400545463348996, + -0.02361251730526944, + -0.02357516476965031, + 0.02354940882317707, + 0.0227803373035338, + 0.022759734309760072, + 0.022623469932988485, + -0.0225511287120382, + 0.022473404616139597, + 0.02215437076465605, + 0.022109012069620924, + 0.021962883936351003, + 0.02148601657355146, + -0.021141476061557425, + -0.020516096242675766, + -0.01987404875456274, + 0.019089926606157912, + 0.01892269778523395, + 0.018848557253633297, + -0.018672417024582385, + -0.01866596226911131, + -0.018252417467971183, + -0.01803401087941211, + -0.017727421279536987, + 0.017657907123812322, + -0.01757802515127304, + 0.01753091094441147, + -0.017439460416285784, + -0.01733110955871147, + -0.016980510270399447, + -0.016688296798195085, + 0.015789208333314406, + 0.015757493000467512, + 0.015753912648546253, + 0.015512074091756345, + 0.015197681668077568, + -0.015161739762690576, + -0.01513920270222154, + -0.014907755910307898, + -0.014880614046559614, + 0.014814727523110529, + -0.013969091259142856, + -0.013950176948268053, + -0.013838792723922175, + 0.013736530705154359, + -0.013715827401542908, + 0.013649003718645466, + 0.01352377585927746, + -0.013474729775769032, + 0.013121989713859951, + 0.013048194533133037, + 0.013021362787370159, + -0.012975524206606229, + -0.01275601929815003, + 0.012723106918940566, + -0.012709655097215477, + 0.012688750178447684, + -0.012552244796041036, + 0.01253158588349604, + 0.012334151811249484, + -0.012321092747182157, + -0.012256300783673008, + 0.012183296962737485, + -0.01194083413879925, + -0.01192094749254684, + 0.011820380631331626, + 0.011654490538247023, + 0.01156985630157108, + 0.011484250400434522, + 0.011460180829205939, + 0.011407079615882125, + 0.011372951062985292, + -0.011257048685504284, + -0.011238903995924187, + 0.011131197985525114, + 0.011060026987833827, + -0.010885441208490944, + 0.010863681900871334, + -0.010826817120873276, + -0.010819489592361191, + 0.010727443646704622, + 0.01064827081661702, + 0.0103396635591532, + -0.010326033071526465, + 0.010217812818454445, + -0.010189228501577356, + 0.010148942181146524, + 0.010123831897701926, + 0.00992432295452998, + -0.009898081669323173, + 0.009765575832376399, + 0.009709594782041149, + -0.009529229928491962, + 0.00949801686648656, + 0.009469073350862053, + 0.009468756853521217, + -0.009462714448448033, + -0.009439924393211048, + -0.009419416836213767, + 0.009409548551368647, + -0.009358521195969638, + -0.009353774441864339, + -0.009235886475277422, + -0.009227323929952989, + -0.009192974937466009, + 0.009157189298384237, + -0.00902141008786022, + -0.00899896911926617, + 0.008990889901435106, + 0.00897366029103277, + 0.008821770668642015, + 0.008801063369809077, + -0.008666595194941019, + 0.00865288162888878, + 0.008592956309693178, + 0.008554793580210577, + 0.008546695396552399, + -0.008459867274504734, + -0.008458143862769002, + 0.00841847018330754, + -0.008387016580623822, + -0.008378757744845382, + -0.008324607778817055, + -0.008312169473490023, + 0.008278931541225398, + 0.008252064795683075, + -0.00824419823034774, + 0.008235607033226013, + -0.008232082033976481, + 0.008172534479807841, + 0.007958436250969751, + -0.007953602586725214, + 0.007867843622285993, + -0.007860352283140408, + -0.007858996361039849, + -0.007857912495010335, + -0.007779168815718984, + -0.0077191741836783205, + 0.00764479946714705, + -0.00763937129689395, + 0.00756040602845177, + 0.007501881421974423, + 0.007399499549346294, + -0.007398386193635169, + 0.007361683656330583, + -0.007336841347679259, + 0.007319057232630635, + 0.007266286513740599, + 0.007261916850374532, + 0.007220002777876608, + 0.007209454213405547, + 0.007146027960329909, + -0.007128781958311808, + 0.007098012875643581, + -0.007059061486462864, + 0.006968266544809747, + -0.006944097146280259, + -0.006921003588323948, + 0.006751283702108771, + 0.0067138010314045, + 0.006682112965545879, + -0.006669021558956262, + 0.0065803879709923135, + -0.006545527693358525, + 0.006490748005096948, + 0.006462746918633603, + 0.006444014569595387, + 0.006403272372200052, + 0.006397023105769726, + 0.0063526709229843005, + -0.0063211468479503295, + -0.006307979463550986, + 0.006257198383489605, + -0.006240711452336137, + 0.006176020615157394, + -0.006136583575668741, + 0.0061155317228795475, + 0.006086829284080331, + -0.006053506083523814, + -0.006034406461596208, + 0.00602848110470979, + -0.006022000682693598, + 0.006009931854337116, + 0.005926386373591572, + -0.005886221927925792, + -0.005882442323119016, + -0.005862276674069387, + 0.005833125892069618, + -0.00583276770497198, + -0.005788091324534018, + 0.005778956887102611, + 0.005749075673896943, + 0.005686511175907437, + 0.0056842620957578095, + 0.005666651714090591, + -0.00566234346331392, + 0.005643280002138051, + -0.00563656339865898, + 0.005626707460309597, + 0.005625564720487235, + -0.005611618964435294, + -0.005609365606034363, + 0.005575174705966455, + 0.005561074537114003, + -0.00547453103813681, + 0.0053874526494177314, + -0.0053742850066868875, + 0.005340963668667418, + -0.005221709784705218, + -0.005196606491619912, + -0.0051360636979155385, + 0.005132356912496854, + -0.005117537975092207, + -0.005069610008457176, + -0.005066257634037056, + 0.005053265844285874, + -0.005036450134741145, + -0.005023158726831638, + -0.00498530995958895, + 0.004859382407871935, + -0.0047720444295313936, + -0.004753089013593719, + 0.004726860719267529, + -0.0046967259252339594, + 0.004645020968811317, + -0.0046424850389136735, + -0.004635823406443643, + -0.004606852237440172, + -0.004606780458601916, + -0.004602618766389094, + 0.004597767453066767, + -0.004597501999019874, + 0.004590369326529044, + -0.004575351895833485, + -0.004515346561346105, + -0.004498845878969379, + 0.00445936213146991, + -0.004457622051300906, + 0.004439824845214759, + -0.004437236144474222, + -0.004425719832839997, + -0.004423736069088376, + -0.004386890584674838, + -0.004383624402199231, + 0.0043469307115805685, + 0.004342628818363827, + 0.004327489864225108, + -0.004318731470759223, + 0.004312893727047931, + -0.004307806994568714, + -0.0042912764047337276, + -0.00427847545816397, + -0.004266135307957818, + -0.004256050209519608, + -0.004244393714041982, + 0.004242550974491348, + -0.004232170702280704, + -0.004225384114690882, + -0.004220725834575469, + -0.004201285657747818, + 0.004171033586100186, + -0.004152711894130355, + 0.004148707237162036, + 0.004148375062447083, + 0.004129551562122096, + 0.004101819813956754, + -0.004072998426285012, + -0.0040669592105463835, + 0.004041848536867034, + 0.004032457204095977, + -0.004017537803268879, + 0.004009117045205727, + 0.003997129414909502, + -0.003987336100882114, + -0.0039828963087182485, + -0.003950791990472332, + -0.003944349205797279, + -0.003936480815179104, + 0.00390571201321248, + -0.0038934407441929726, + -0.003862524100770326, + 0.0038509789681355415, + -0.003849294693908056, + -0.003847558461386804, + 0.003773284526899422, + -0.0037625296699896273, + -0.0037518953786328663, + 0.0037458860348999817, + -0.003733285599101355, + -0.0037317187279683538, + 0.003712968229201126, + -0.0037108424772023182, + 0.0036975480092365743, + -0.0036842892134688714, + 0.0036621737207163073, + 0.003626513394621746, + -0.003620909712847682, + 0.003620155794159914, + 0.003612957389378646, + -0.0035993398283510024, + 0.0035991523791561878, + -0.0035945873049010304, + 0.0035849012694815995, + -0.0035830296409169694, + -0.0035776427728007264, + -0.0035738737481829956, + 0.003568384843189037, + -0.003561337523055074, + 0.0035519109345752663, + 0.003548968972843411, + 0.003532697462129931, + -0.0035320559997344568, + -0.0035177389536107727, + 0.003504619144168474, + -0.0035010019047892753, + 0.0034974134259850033, + 0.003491412316944616, + -0.0034883411899081654, + -0.0034685377853184416, + 0.003453377951183857, + 0.0034480936803425863, + 0.0034272787165720944, + -0.0034038648497349143, + -0.0033986353934398017, + -0.0033697359579727593, + 0.003348988183873032, + -0.003346648244058236, + -0.0033269964206761784, + -0.0033228881997009103, + 0.003319993996826139, + -0.0033161696512607215, + 0.0032954970825129445, + -0.0032925783614058826, + 0.0032817052574963704, + -0.00325515404959059, + -0.0032236093783583487, + 0.0032159835025521834, + 0.003204979862589231, + 0.0031838064547888164, + 0.003175469060123027, + -0.0031284241012374337, + -0.0031203898751779218, + -0.003118464758140197, + -0.0031103053225043963, + -0.0031009502563756233, + 0.0030962876803084702, + 0.003092420161406743, + -0.00309214108553125, + 0.003088248526111596, + 0.003076480422507696, + 0.00307093061384801, + 0.0030685960662972045, + 0.003068173059865743, + -0.0030626147742314536, + 0.0030505222141777506, + 0.0030367090908509256, + -0.0030279459565159808, + -0.003009083340965535, + 0.003003581721415368, + 0.0029898009049448056, + 0.002988032389337657, + 0.0029862939707728225, + 0.002983385210918438, + 0.002981796792326144, + -0.0029759602730525807, + 0.0029607994937672914, + -0.002951058108426255, + 0.00294891240139672, + 0.0029418929522994496, + -0.0029406513420647978, + -0.002899859056082948, + 0.002861419232595338, + -0.0028503292903274825, + 0.002843468647148316, + 0.002842268691298451, + 0.002823901799259769, + -0.0028228731705398228, + 0.0028200196160514724, + 0.0028127262410309953, + -0.0027984719849207147, + -0.0027601819677603792, + -0.002759136579982279, + 0.002747547619865354, + 0.002742823662312134, + 0.002735302923995419, + -0.0027135558414597603, + -0.002711965980640047, + -0.0026911605975185175, + -0.0026899874794342623, + -0.0026500560941859434, + -0.0026363484954595945, + -0.0026352796014637823, + -0.0026280897361492515, + 0.0026171393901211312, + -0.0026166362316465855, + 0.0025862634730223393, + -0.002577881473273988, + 0.0025678045934612688, + -0.0025616776237318856, + -0.0025404299533038515, + -0.002538291087006746, + 0.002537026831038932, + -0.0025305222298460427, + -0.002516599540169661, + 0.002504796079369837, + -0.0024957515755702946, + 0.0024913514039435107, + -0.0024618359335578984, + -0.002461607643131296, + 0.0024456008526802945, + 0.0024296943358164645, + -0.002426405808841233, + 0.0023779479578858297, + 0.002375402789429261, + -0.0023739320594954763, + -0.0023686900991993073, + -0.002365943553020902, + -0.0023643305359116805, + 0.002361665719688849, + 0.00235857391880511, + 0.002350771276182926, + -0.002344823109606588, + -0.0023318411351469608, + -0.002307830469248899, + 0.002301864927262001, + 0.0022975938075305083, + 0.0022855426192483733, + 0.0022813935532375227, + 0.0022734927244069565, + 0.0022639796454726117, + 0.002251102738994047, + -0.002243236578919376, + -0.002233489569379271, + -0.002223462638330164, + 0.0022159709384248416, + 0.0022029863496564376, + -0.0021917997790293835, + 0.0021874500511289575, + 0.002182462338292916, + 0.0021789866986746177, + -0.002171366329832232, + 0.002155116628580292, + -0.002133433303239884, + 0.002120218999706476, + 0.0021166056635950154, + -0.0021098701789750997, + 0.002107612310287361, + 0.0020954428472538048, + -0.00209316931486351, + -0.0020728964503214237, + 0.002071500573104897, + 0.0020665961294956837, + 0.0020621262508300968, + 0.002058603380293857, + -0.0020501430291629593, + -0.002047636038615943, + -0.0020438416809584014, + 0.002027922964867325, + 0.00201616893425765, + 0.0019939483612204712, + 0.0019815082311873925, + -0.0019650350862159493, + 0.00196102702622481, + 0.0019529074980400138, + 0.0019471792512880451, + -0.001897849258770021, + -0.0018948646425175427, + 0.0018891496978065442, + 0.0018752723610835683, + 0.001866150972580089, + -0.001864899694235165, + 0.0018538304705160158, + 0.0018475771376899857, + -0.001830750426897429, + 0.0018265559742361, + 0.0018232732372574834, + -0.001822458657085487, + 0.0018219709497043777, + 0.001813610903331397, + 0.001796528585071572, + 0.001796157122721991, + 0.0017931949560816755, + 0.0017908345435449344, + -0.0017641025408935576, + -0.0017602643925995292, + 0.0017448859964555045, + -0.0017385082114194715, + -0.0017376406478403113, + -0.0017369396922790202, + 0.0017309455807463833, + -0.0017163129038739076, + 0.0017142659853232969, + -0.0017064847605924975, + 0.0017041693482391764, + 0.0016971059228119926, + 0.0016901946856849013, + -0.0016754540267881366, + -0.0016731850235571558, + -0.0016724460279571125, + 0.0016657292256828566, + 0.0016623325511304118, + 0.0016614005303270335, + -0.0016566068055680907, + 0.0016561832599828034, + -0.0016504884220441029, + 0.0016485043049363234, + -0.0016483872080861385, + 0.0016480188700502291, + 0.0016448444351558932, + -0.0016418249207234344, + -0.0016376050022740949, + -0.0016314819039627282, + -0.0016277388165736944, + -0.0016250713019794814, + -0.0016215639174278062, + 0.0016173719517838558, + 0.0016051394787431103, + 0.0016027490384974748, + 0.0015990095541571808, + 0.0015905483291946444, + -0.0015866295887403082, + -0.0015736566844077008, + -0.001565720362224378, + -0.0015620500295548754, + 0.0015599242197768305, + 0.0015573790376113518, + 0.0015556275684706514, + -0.0015493026246878256, + -0.001549105584255924, + -0.0015396860068355592, + 0.001528202003113769, + -0.0015188730598351468, + 0.0015156480348353265, + -0.001515038379225886, + 0.001505527786646067, + -0.001496991553271508, + -0.0014964237084291252, + -0.0014851493894406783, + -0.001481568040481604, + 0.0014761042323164092, + -0.0014534150345199782, + 0.0014534070281924949, + -0.0014442570316516314, + -0.0014268244335012882, + 0.0014212731926214021, + 0.0014209758685414249, + 0.0014168073774378643, + -0.0014080467395562785, + -0.0014055744870651995, + 0.0014041663046555565, + 0.0014033902347181187, + -0.001398498745839312, + 0.001397808195946026, + 0.001396984154862151, + -0.0013946570935940768, + -0.00139241556306481, + -0.001377452173513918, + 0.0013769527466212035, + 0.0013717173572798168, + 0.0013716658821771532, + 0.0013699767050245654, + 0.001369892495681037, + 0.0013658106979550359, + -0.0013629308430435606, + 0.0013598281547868671, + 0.0013555864806248338, + -0.00135410577854236, + -0.0013534906447496516, + -0.001352740574238733, + 0.0013498163180197796, + 0.0013443297795777082, + -0.0013402926634032255, + 0.0013344618087303326, + 0.0013325918787260287, + -0.0013256571945389733, + -0.0013167906231634063, + -0.0013162733770237587, + -0.00130388564024936, + -0.0013007840556528562, + 0.0012991810720680262, + 0.0012961827259881204, + 0.00129137879786878, + 0.00129074434926648, + -0.0012827365971193887, + 0.001280760805329862, + -0.001272465077077169, + -0.0012585474139980618, + 0.0012490045021742778, + -0.0012473332659945456, + 0.0012432016304457238, + -0.0012363061218820725, + 0.001234915001078339, + -0.0012335348598748448, + 0.0012320072537057017, + -0.0012274089695134226, + 0.001224529633847039, + 0.0012219726673898422, + 0.0012188188124554863, + -0.0012117936593994442, + -0.0012059551575162146, + -0.0012038360448039034, + -0.0012038359499958158, + 0.0012021920591783319, + -0.0011998772428489797, + -0.0011861238881700155, + 0.0011841900915910326, + 0.0011808916460997727, + 0.0011782034830131, + 0.0011744489112248777, + 0.0011699092385489623, + 0.0011662799522087236, + -0.0011617300779413762, + -0.0011599462619050727, + 0.0011492665018948969, + -0.0011457978011587798, + -0.0011433359840541204, + 0.0011348078010378813, + -0.0011331150648091197, + 0.0011296745988053493, + 0.0011272741541573672, + 0.0011247788917065431, + 0.0011180826382172996, + -0.0011144104659002285, + -0.0011107227940969555, + 0.0011009991286932688, + 0.0011000460780128658, + 0.0010981179210652313, + 0.0010973113000118436, + -0.001090479024855118, + 0.0010886713529889352, + 0.0010793311025040103, + 0.001076889095707177, + -0.001069036923970501, + -0.0010674738627125305, + -0.0010629883861484196, + 0.001061622044467583, + -0.0010577834032395553, + -0.0010554095907321915, + -0.0010537812376799989, + 0.001043020206286617, + -0.0010344683968809944, + 0.0010342251005393424, + 0.0010316480815981358, + -0.0010195339719654528, + 0.0010185427105011606, + 0.0010138193332962463, + -0.0010094466909536944, + 0.0010026719827693007, + 0.0010010471121777993, + 0.0010000282138614121, + 0.0009984347350886888, + -0.000997144967289631, + -0.0009920372382987552, + -0.0009913644060510012, + 0.0009909794272501755, + -0.0009847031643109337, + -0.0009827014367826557, + 0.000979140319748945, + -0.0009761366492576258, + 0.0009754816530333912, + 0.0009721408116461173, + -0.0009664765263050973, + 0.0009659481644051954, + 0.0009629588733662555, + 0.000958775284603274, + -0.0009587015053609172, + -0.0009568538193499304, + 0.0009537602475438579, + -0.0009534501626636231, + -0.0009500430238736969, + 0.0009479648102875, + 0.0009391284055395413, + 0.0009351092523246495, + -0.0009341665260646406, + -0.0009308726557893171, + 0.0009304514482773547, + -0.0009252183291564964, + -0.0009152084981742316, + 0.000914476946034586, + -0.0009052050283531539, + 0.0009031247970722563, + -0.0008911941014181421, + -0.0008905649626193687, + 0.0008848727796543128, + 0.0008796348366873173, + 0.0008631505628260108, + 0.0008623195102151066, + -0.0008593793631067137, + 0.0008541114878691028, + 0.0008525680955274903, + 0.0008520725657242277, + 0.0008506230257238196, + 0.0008458890324104526, + -0.0008426345459599984, + -0.0008407262708400628, + 0.0008275859074074942, + -0.0008251813455108745, + 0.0008212868403444999, + 0.0008075959748941254, + -0.0008056391369619598, + 0.0008036481095617105, + 0.0008020815253770878, + -0.0008005884267871086, + -0.0007999272133302154, + 0.0007992117141123651, + -0.0007909940558962661, + 0.000789421790522498, + 0.0007884248370671421, + 0.0007873039174195684, + 0.0007860522183161793, + -0.0007846876388849685, + -0.0007841749701212125, + -0.000778602543668317, + 0.0007692646023525293, + -0.0007667044198010431, + -0.0007619003053970821, + 0.0007602673279755106, + 0.0007588573932682617, + -0.0007582859517636263, + 0.0007513175692412652, + -0.0007503124215874784, + 0.0007434206663488901, + 0.0007421743372456925, + -0.0007412790806438176, + -0.0007382135030006944, + 0.0007318341266487662, + 0.0007280080292550571, + 0.0007275116770092269, + 0.0007272105029911339, + -0.0007263721653840567, + 0.00072354938665917, + 0.0007234587158436184, + 0.0007221364626893105, + -0.0007170283099290295, + -0.0007157748540189321, + -0.000708611174826783, + 0.0007073861148607177, + 0.0007052206161134586, + 0.0007048293191006339, + 0.000703104399444513, + 0.0006980517456502639, + 0.0006958691827501979, + 0.0006943735173006783, + 0.0006915251090620149, + -0.0006896918665460839, + -0.000683140435463035, + 0.0006813112381994972, + 0.0006782366545192256, + 0.0006770985564665338, + 0.0006750946727782657, + -0.0006750830229199927, + -0.0006745563979900953, + -0.0006683520391849271, + 0.0006647559237907101, + 0.0006644490631682343, + 0.0006640676984579964, + 0.000658618772034643, + 0.0006568011307561223, + 0.0006525688264246053, + -0.0006520935262056631, + -0.0006511594566530657, + -0.0006506758561053517, + 0.0006479309048446922, + 0.0006391265461687524, + 0.0006374053331264219, + -0.0006372597657670529, + 0.0006346965940364272, + -0.0006331759614259963, + -0.0006323428896749352, + -0.0006261690488962652, + -0.0006153512793129655, + -0.0006141880696349285, + -0.0006136789985621686, + 0.0006118546572377063, + 0.0006118209123048041, + 0.0006116106746620951, + -0.0006094194135006077, + -0.0006037505949579376, + 0.0006027064740208113, + -0.0005871862766483404, + -0.0005864865229660436, + -0.0005843630001558083, + 0.0005829695532417314, + 0.0005811217342064619, + 0.0005809308542298813, + -0.0005794332045042845, + 0.0005708454569010443, + 0.0005707719501100207, + 0.0005678372112027888, + -0.0005641916082522348, + 0.0005636128067858288, + -0.0005616698358632151, + 0.0005613383862029725, + 0.0005588089252999393, + -0.000558491320831813, + 0.0005564338848979692, + -0.0005556758152783447, + 0.0005510480940847939, + -0.0005398293880875452, + -0.0005373775158429573, + 0.0005367443599413005, + 0.0005341687187727234, + -0.0005339263811055359, + 0.0005325978642388415, + 0.0005310220697276959, + -0.0005250641929608369, + 0.0005229951564480077, + -0.0005228743376971151, + -0.0005218830126936258, + 0.0005215887112508571, + 0.0005165664257207455, + -0.0005148362789984546, + 0.0005132846541913343, + 0.0004999513225012042, + 0.0004992990609377846, + 0.000495562602234413, + 0.0004950605205391214, + -0.0004920091388846426, + -0.000490648981080307, + -0.00048538954665299677, + -0.0004784937371643008, + 0.00047444624000229647, + 0.00046887430330037997, + -0.00046417387470327033, + 0.0004624899090541235, + -0.00045556875169231413, + 0.0004543596794659066, + -0.0004535700027052381, + -0.00045256706240259223, + -0.00045241416206977014, + 0.00045219699284536807, + -0.0004515536602868708, + 0.0004498225909883435, + -0.0004435315374254283, + 0.00044302267106898543, + -0.00044077408211420997, + -0.0004392196278758738, + -0.00043838088136456156, + -0.00043519308405967427, + -0.0004335784080477418, + -0.0004296157814422863, + -0.0004294187129624869, + 0.00042703492282558783, + 0.00042618775694449587, + -0.00042543102164194576, + -0.00042413798716276396, + 0.0004196108655439098, + -0.00041491715259276833, + 0.0004138695307373119, + -0.0004137333892378106, + 0.00040900435253851436, + 0.0004042660961947406, + 0.0003953644895216619, + -0.00039467193514314535, + 0.0003942931463060871, + 0.0003918358509188925, + -0.00039117879523036257, + -0.0003897849007459858, + 0.00038707324885403133, + 0.0003840504846610761, + 0.0003835873668685598, + -0.0003786046814105565, + -0.0003782841391682807, + -0.0003753944677237903, + -0.0003728853610353708, + 0.00036667932868207187, + 0.0003658500644594462, + 0.0003582907070947468, + 0.0003577222737378687, + 0.00035768091371212303, + -0.00035729222766385055, + -0.0003568328776426388, + -0.00035408360937447313, + 0.00035362536023304906, + 0.0003533451922101518, + 0.0003504496294644201, + -0.00034876875997148684, + -0.00034459117046632237, + -0.00034451416139450207, + 0.00034288045268298127, + -0.0003413078935122298, + 0.00034116450141066703, + -0.0003395137402571093, + -0.0003389778931538597, + 0.00033749605705379215, + -0.00033726590954151497, + -0.0003371349818731984, + 0.0003352421634996629, + -0.000334922139859535, + 0.0003336338901921751, + -0.0003331508325986278, + -0.000329246000619846, + -0.00032901145606270733, + -0.0003245740284755496, + 0.000324541902984575, + 0.00031986770350185935, + -0.00031934068419149, + 0.000318216524357097, + -0.0003137330123041027, + -0.00031153409820527825, + 0.0003108812841295336, + 0.00029508247227294715, + 0.00029298535095761784, + -0.0002927095974411248, + -0.00029211296324030547, + -0.00029003401750199377, + -0.00028944568821447363, + 0.00028357362517423385, + -0.0002825557080636275, + 0.0002801754135709321, + 0.00027951540634250097, + -0.0002791551766737824, + -0.0002791145179429473, + -0.0002790807681871813, + -0.0002788799420177687, + -0.0002772821298124908, + 0.0002713651976264176, + -0.0002690044795855482, + 0.0002684964293443591, + -0.00026661469916227585, + 0.0002648845268978003, + 0.0002645878569454001, + 0.00026360915789098977, + -0.0002589912967466219, + 0.0002583615315707032, + 0.0002578533980745591, + 0.00025699326906973986, + 0.00025371271830131335, + 0.00025288856386902243, + 0.0002492094922880004, + -0.0002460809172658675, + -0.000242845443480235, + -0.0002412220722684954, + -0.0002404543476186928, + -0.00023992243937405593, + -0.00023917223827862267, + -0.00023898006614546085, + 0.0002377145555794554, + 0.00023746281698780035, + 0.00023729863022714805, + 0.0002366207694807041, + -0.00023423585273661034, + 0.00023353975379296614, + -0.00023278473709875826, + 0.00023194993788863477, + 0.00023117010165942225, + 0.00022762959536953332, + 0.00022389439112513286, + 0.0002236513997213179, + 0.00022299291664063282, + 0.0002220608289557612, + -0.00021989016092030276, + 0.0002191764839730543, + 0.0002191479127553823, + 0.0002191290520530485, + 0.00021861977725093403, + -0.00021719565301863008, + -0.00021577108525204928, + -0.0002110423115423465, + 0.00021056223840220978, + 0.00020927530149808404, + -0.00020859923073039265, + 0.0002061441327210901, + 0.00020603959085128002, + 0.00020570713130589575, + 0.000205385568016728, + 0.00020250301418802853, + -0.00020231874573443928, + -0.00020057185038979732, + -0.00019928632731080654, + -0.00019834254883244076, + 0.0001956867068830104, + -0.00019529904422011616, + 0.0001951298957807237, + -0.00019377720156474163, + 0.0001934186953713039, + -0.0001914656005240247, + 0.00019118620692372635, + 0.0001911158381384359, + -0.00019056968153078967, + 0.0001904481464963645, + -0.00018926884098070598, + -0.00018456574548977595, + 0.0001838209069873181, + 0.00018162885471569194, + -0.00018096336062873783, + 0.00018068246627648784, + -0.00017831412958744557, + 0.00017825526702943136, + -0.0001731181651348835, + -0.00017257892780775342, + 0.0001710384834515445, + -0.00016931406143358275, + 0.00016886758694163983, + -0.0001685186654347958, + 0.00016621435303455114, + 0.00016614598930062967, + 0.00016451806476184975, + 0.00016443168994530736, + 0.0001641302792212616, + -0.00016412929670181326, + -0.00015933800382454474, + 0.00015867356016537913, + -0.00015554241675273009, + -0.00015303391249139954, + -0.0001504921003147188, + 0.00014939867788352944, + 0.000146117071450094, + -0.00014596228397474302, + -0.0001451908400846538, + -0.00014418101778673688, + 0.00014370409378461907, + 0.00014219941828174247, + -0.00014159832084385327, + 0.00013938216674677967, + 0.00013749031443878042, + 0.00013607930503848869, + -0.00013567443178989623, + 0.00013548124362729294, + -0.00013362519569857373, + 0.00013098583835805853, + -0.00013013255717069238, + -0.00012993376640998907, + 0.00012968432844026213, + -0.00012915601467444935, + -0.00012630306428042677, + 0.00012426105978957967, + -0.0001204473390502954, + -0.00012030731506531294, + 0.00011979634833818907, + -0.00011952318687129317, + 0.00011871705480303138, + -0.00011844301667470707, + 0.00011829217581959282, + -0.00011745332803901803, + -0.00011708033656439277, + 0.00011425140315726898, + -0.0001129858137767234, + -0.00011257530231583372, + 0.00011219988291181746, + -0.0001104375257834601, + 0.00010823078117676975, + 0.0001080249928646552, + -0.00010769328720349327, + 0.00010643299596896698, + -0.00010541585760739662, + 0.00010532917376475185, + -0.0001051801634104031, + -0.0001040042000638459, + 0.00010286607478669393, + 0.00010187388785438603, + -0.00010114183010816527, + 0.00010059541214881046, + 9.983662779543862e-05, + 9.931534835147547e-05, + 9.878578401401502e-05, + 9.83324589975587e-05, + 9.801345603510643e-05, + -9.648006541377453e-05, + -9.645001732493145e-05, + -9.626375073360775e-05, + 9.616654574566811e-05, + 9.599438129500619e-05, + -9.59602556519223e-05, + -9.591677947609244e-05, + 9.480418778165777e-05, + 9.117423816174588e-05, + 9.109538683981275e-05, + -9.02124847460516e-05, + 8.969677107126606e-05, + 8.945488481081607e-05, + 8.910063783626227e-05, + -8.879522797964004e-05, + 8.74134688454172e-05, + -8.668614825840291e-05, + -8.642107324461097e-05, + 8.471147586911974e-05, + 8.380594802507511e-05, + 8.337710059889916e-05, + 8.223535858829563e-05, + -8.21601203981061e-05, + -8.075078276602172e-05, + 8.053960431360515e-05, + 8.021251781877505e-05, + -7.990856541236895e-05, + -7.905663949767248e-05, + 7.873735571272988e-05, + -7.824950692180818e-05, + 7.59225964930795e-05, + 7.577501952643047e-05, + -7.493147426921374e-05, + -7.485243220737568e-05, + -7.304399207226483e-05, + 7.29894639786719e-05, + -7.113674486456359e-05, + 7.058391434314515e-05, + 6.838056917536849e-05, + -6.791191413627858e-05, + -6.773111449159851e-05, + 6.536619559080403e-05, + -6.460430784386904e-05, + -6.377342692912708e-05, + -6.283587838801726e-05, + 6.187311681193752e-05, + -6.071449284828973e-05, + 5.968155898995969e-05, + 5.76630981822874e-05, + 5.4592279302659466e-05, + -5.3778423781502226e-05, + -5.336572016650567e-05, + 5.207476910275135e-05, + -5.104900817089866e-05, + 5.0874944405695914e-05, + -5.0014163259231254e-05, + 4.875175075262923e-05, + -4.771732777087116e-05, + 4.6102228015788644e-05, + 4.569148367173895e-05, + 4.421550429492325e-05, + 4.339254570183895e-05, + -4.274519811312469e-05, + -4.268925716238242e-05, + 4.242851181259232e-05, + -4.23256975459206e-05, + 4.2194723221094885e-05, + -4.2122669191352594e-05, + 4.188493690366778e-05, + -4.171210619890149e-05, + 4.168401725335553e-05, + 4.1339275269672655e-05, + 3.9969146163465184e-05, + -3.9897802337924846e-05, + -3.894395708925988e-05, + 3.8906628325267477e-05, + 3.7523367056706535e-05, + 3.672208142409498e-05, + -3.466157953089793e-05, + 3.4195138805480524e-05, + 3.412173313219665e-05, + 3.383682454360356e-05, + -3.272064551102237e-05, + -3.2507557209583086e-05, + -3.244709583467277e-05, + 3.107323720237142e-05, + 3.028775246499066e-05, + 2.9886793528358848e-05, + -2.952517208911467e-05, + 2.8288860979477638e-05, + -2.7772509877769005e-05, + 2.7768134453398626e-05, + 2.6749701166501275e-05, + -2.6702195976307166e-05, + 2.5609979072099857e-05, + 2.531130050223212e-05, + -2.5099276594368406e-05, + -2.50641605994629e-05, + -2.455454712020581e-05, + 2.4050543338567005e-05, + 2.3720025739852327e-05, + -2.275573690262331e-05, + 2.2373184188676942e-05, + -2.2291836615039887e-05, + 2.201324958858893e-05, + 2.1796114480873843e-05, + 2.103848829757679e-05, + 2.0780312603346902e-05, + -2.053457667960572e-05, + 2.050622273045869e-05, + 2.021492640102458e-05, + 1.9050453708546508e-05, + -1.868360009547238e-05, + 1.7605024873453122e-05, + 1.736613206197014e-05, + 1.7332844283520282e-05, + 1.6150957836510756e-05, + 1.611908753219665e-05, + -1.607084760177692e-05, + 1.606757316320676e-05, + 1.5949833629611205e-05, + -1.5697192639127044e-05, + -1.5207191663364172e-05, + -1.4282432509084157e-05, + 1.3536794102414653e-05, + 1.2985923685367912e-05, + 1.2702602286844514e-05, + 1.2648218785508277e-05, + -1.2560152137742125e-05, + 1.2192541092880659e-05, + 1.1944768723936534e-05, + 1.0756336826126921e-05, + 9.401352148402158e-06, + -9.362590629604672e-06, + 9.070595295195789e-06, + 8.900661902883304e-06, + 8.657473900120318e-06, + 8.616979696669278e-06, + -8.431739132235153e-06, + 8.28593406538836e-06, + 8.076965476253289e-06, + 7.360211833058695e-06, + -6.258132407916767e-06, + -6.1085487404814665e-06, + 5.994411785870753e-06, + 5.693530223616666e-06, + 5.5085322698470015e-06, + 4.935586204409983e-06, + 4.796039124544276e-06, + 4.419182820849546e-06, + 4.372850273042906e-06, + 4.049044326997157e-06, + 3.9094428492272015e-06, + 3.898593163584395e-06, + -3.691939857828407e-06, + 3.56712963940488e-06, + 3.4558866318718554e-06, + -3.4189051063573074e-06, + 3.248517710052323e-06, + 2.639167952184725e-06, + 2.6164786909271032e-06, + -2.484491428744192e-06, + 2.3119698725861735e-06, + 2.036189284948967e-06, + -1.915818066539785e-06, + 1.5763911636970108e-06, + 1.4222905961847213e-06, + 1.384793953155822e-06, + 1.348271731539205e-06, + 1.3400397204561715e-06, + 1.331114931385713e-06, + 1.3068121396421687e-06, + -1.213105647451698e-06, + -9.946774272421836e-07, + -8.450417716924811e-07, + 8.135168277146078e-07, + 7.373870054760016e-07, + 5.096509447481402e-07, + 4.6996155407751387e-07, + -3.688415292597436e-07, + -2.407205904928969e-07, + 2.0377368420137547e-07, + 1.9820719674683106e-07, + -1.003800233130254e-07, + -8.142146867813518e-08, + 5.281356330740953e-08, + 2.2322797399575808e-08, + 1.524339261791225e-08, + 1.2005767934759144e-08, + 1.0742275499430539e-08, + 1.3603730320579679e-09 + ], + "Absolute Coefficient": [ + 0.04206286325250036, + 0.03538199832894852, + 0.03260289290669787, + 0.032354495603138654, + 0.03223952397107178, + 0.027860266247361452, + 0.02722660531964069, + 0.026382894669067767, + 0.02638153698692875, + 0.026116038072559425, + 0.024893399026408934, + 0.024835902273662416, + 0.02458499343078304, + 0.02452880791628385, + 0.024461793703014215, + 0.02400545463348996, + 0.02361251730526944, + 0.02357516476965031, + 0.02354940882317707, + 0.0227803373035338, + 0.022759734309760072, + 0.022623469932988485, + 0.0225511287120382, + 0.022473404616139597, + 0.02215437076465605, + 0.022109012069620924, + 0.021962883936351003, + 0.02148601657355146, + 0.021141476061557425, + 0.020516096242675766, + 0.01987404875456274, + 0.019089926606157912, + 0.01892269778523395, + 0.018848557253633297, + 0.018672417024582385, + 0.01866596226911131, + 0.018252417467971183, + 0.01803401087941211, + 0.017727421279536987, + 0.017657907123812322, + 0.01757802515127304, + 0.01753091094441147, + 0.017439460416285784, + 0.01733110955871147, + 0.016980510270399447, + 0.016688296798195085, + 0.015789208333314406, + 0.015757493000467512, + 0.015753912648546253, + 0.015512074091756345, + 0.015197681668077568, + 0.015161739762690576, + 0.01513920270222154, + 0.014907755910307898, + 0.014880614046559614, + 0.014814727523110529, + 0.013969091259142856, + 0.013950176948268053, + 0.013838792723922175, + 0.013736530705154359, + 0.013715827401542908, + 0.013649003718645466, + 0.01352377585927746, + 0.013474729775769032, + 0.013121989713859951, + 0.013048194533133037, + 0.013021362787370159, + 0.012975524206606229, + 0.01275601929815003, + 0.012723106918940566, + 0.012709655097215477, + 0.012688750178447684, + 0.012552244796041036, + 0.01253158588349604, + 0.012334151811249484, + 0.012321092747182157, + 0.012256300783673008, + 0.012183296962737485, + 0.01194083413879925, + 0.01192094749254684, + 0.011820380631331626, + 0.011654490538247023, + 0.01156985630157108, + 0.011484250400434522, + 0.011460180829205939, + 0.011407079615882125, + 0.011372951062985292, + 0.011257048685504284, + 0.011238903995924187, + 0.011131197985525114, + 0.011060026987833827, + 0.010885441208490944, + 0.010863681900871334, + 0.010826817120873276, + 0.010819489592361191, + 0.010727443646704622, + 0.01064827081661702, + 0.0103396635591532, + 0.010326033071526465, + 0.010217812818454445, + 0.010189228501577356, + 0.010148942181146524, + 0.010123831897701926, + 0.00992432295452998, + 0.009898081669323173, + 0.009765575832376399, + 0.009709594782041149, + 0.009529229928491962, + 0.00949801686648656, + 0.009469073350862053, + 0.009468756853521217, + 0.009462714448448033, + 0.009439924393211048, + 0.009419416836213767, + 0.009409548551368647, + 0.009358521195969638, + 0.009353774441864339, + 0.009235886475277422, + 0.009227323929952989, + 0.009192974937466009, + 0.009157189298384237, + 0.00902141008786022, + 0.00899896911926617, + 0.008990889901435106, + 0.00897366029103277, + 0.008821770668642015, + 0.008801063369809077, + 0.008666595194941019, + 0.00865288162888878, + 0.008592956309693178, + 0.008554793580210577, + 0.008546695396552399, + 0.008459867274504734, + 0.008458143862769002, + 0.00841847018330754, + 0.008387016580623822, + 0.008378757744845382, + 0.008324607778817055, + 0.008312169473490023, + 0.008278931541225398, + 0.008252064795683075, + 0.00824419823034774, + 0.008235607033226013, + 0.008232082033976481, + 0.008172534479807841, + 0.007958436250969751, + 0.007953602586725214, + 0.007867843622285993, + 0.007860352283140408, + 0.007858996361039849, + 0.007857912495010335, + 0.007779168815718984, + 0.0077191741836783205, + 0.00764479946714705, + 0.00763937129689395, + 0.00756040602845177, + 0.007501881421974423, + 0.007399499549346294, + 0.007398386193635169, + 0.007361683656330583, + 0.007336841347679259, + 0.007319057232630635, + 0.007266286513740599, + 0.007261916850374532, + 0.007220002777876608, + 0.007209454213405547, + 0.007146027960329909, + 0.007128781958311808, + 0.007098012875643581, + 0.007059061486462864, + 0.006968266544809747, + 0.006944097146280259, + 0.006921003588323948, + 0.006751283702108771, + 0.0067138010314045, + 0.006682112965545879, + 0.006669021558956262, + 0.0065803879709923135, + 0.006545527693358525, + 0.006490748005096948, + 0.006462746918633603, + 0.006444014569595387, + 0.006403272372200052, + 0.006397023105769726, + 0.0063526709229843005, + 0.0063211468479503295, + 0.006307979463550986, + 0.006257198383489605, + 0.006240711452336137, + 0.006176020615157394, + 0.006136583575668741, + 0.0061155317228795475, + 0.006086829284080331, + 0.006053506083523814, + 0.006034406461596208, + 0.00602848110470979, + 0.006022000682693598, + 0.006009931854337116, + 0.005926386373591572, + 0.005886221927925792, + 0.005882442323119016, + 0.005862276674069387, + 0.005833125892069618, + 0.00583276770497198, + 0.005788091324534018, + 0.005778956887102611, + 0.005749075673896943, + 0.005686511175907437, + 0.0056842620957578095, + 0.005666651714090591, + 0.00566234346331392, + 0.005643280002138051, + 0.00563656339865898, + 0.005626707460309597, + 0.005625564720487235, + 0.005611618964435294, + 0.005609365606034363, + 0.005575174705966455, + 0.005561074537114003, + 0.00547453103813681, + 0.0053874526494177314, + 0.0053742850066868875, + 0.005340963668667418, + 0.005221709784705218, + 0.005196606491619912, + 0.0051360636979155385, + 0.005132356912496854, + 0.005117537975092207, + 0.005069610008457176, + 0.005066257634037056, + 0.005053265844285874, + 0.005036450134741145, + 0.005023158726831638, + 0.00498530995958895, + 0.004859382407871935, + 0.0047720444295313936, + 0.004753089013593719, + 0.004726860719267529, + 0.0046967259252339594, + 0.004645020968811317, + 0.0046424850389136735, + 0.004635823406443643, + 0.004606852237440172, + 0.004606780458601916, + 0.004602618766389094, + 0.004597767453066767, + 0.004597501999019874, + 0.004590369326529044, + 0.004575351895833485, + 0.004515346561346105, + 0.004498845878969379, + 0.00445936213146991, + 0.004457622051300906, + 0.004439824845214759, + 0.004437236144474222, + 0.004425719832839997, + 0.004423736069088376, + 0.004386890584674838, + 0.004383624402199231, + 0.0043469307115805685, + 0.004342628818363827, + 0.004327489864225108, + 0.004318731470759223, + 0.004312893727047931, + 0.004307806994568714, + 0.0042912764047337276, + 0.00427847545816397, + 0.004266135307957818, + 0.004256050209519608, + 0.004244393714041982, + 0.004242550974491348, + 0.004232170702280704, + 0.004225384114690882, + 0.004220725834575469, + 0.004201285657747818, + 0.004171033586100186, + 0.004152711894130355, + 0.004148707237162036, + 0.004148375062447083, + 0.004129551562122096, + 0.004101819813956754, + 0.004072998426285012, + 0.0040669592105463835, + 0.004041848536867034, + 0.004032457204095977, + 0.004017537803268879, + 0.004009117045205727, + 0.003997129414909502, + 0.003987336100882114, + 0.0039828963087182485, + 0.003950791990472332, + 0.003944349205797279, + 0.003936480815179104, + 0.00390571201321248, + 0.0038934407441929726, + 0.003862524100770326, + 0.0038509789681355415, + 0.003849294693908056, + 0.003847558461386804, + 0.003773284526899422, + 0.0037625296699896273, + 0.0037518953786328663, + 0.0037458860348999817, + 0.003733285599101355, + 0.0037317187279683538, + 0.003712968229201126, + 0.0037108424772023182, + 0.0036975480092365743, + 0.0036842892134688714, + 0.0036621737207163073, + 0.003626513394621746, + 0.003620909712847682, + 0.003620155794159914, + 0.003612957389378646, + 0.0035993398283510024, + 0.0035991523791561878, + 0.0035945873049010304, + 0.0035849012694815995, + 0.0035830296409169694, + 0.0035776427728007264, + 0.0035738737481829956, + 0.003568384843189037, + 0.003561337523055074, + 0.0035519109345752663, + 0.003548968972843411, + 0.003532697462129931, + 0.0035320559997344568, + 0.0035177389536107727, + 0.003504619144168474, + 0.0035010019047892753, + 0.0034974134259850033, + 0.003491412316944616, + 0.0034883411899081654, + 0.0034685377853184416, + 0.003453377951183857, + 0.0034480936803425863, + 0.0034272787165720944, + 0.0034038648497349143, + 0.0033986353934398017, + 0.0033697359579727593, + 0.003348988183873032, + 0.003346648244058236, + 0.0033269964206761784, + 0.0033228881997009103, + 0.003319993996826139, + 0.0033161696512607215, + 0.0032954970825129445, + 0.0032925783614058826, + 0.0032817052574963704, + 0.00325515404959059, + 0.0032236093783583487, + 0.0032159835025521834, + 0.003204979862589231, + 0.0031838064547888164, + 0.003175469060123027, + 0.0031284241012374337, + 0.0031203898751779218, + 0.003118464758140197, + 0.0031103053225043963, + 0.0031009502563756233, + 0.0030962876803084702, + 0.003092420161406743, + 0.00309214108553125, + 0.003088248526111596, + 0.003076480422507696, + 0.00307093061384801, + 0.0030685960662972045, + 0.003068173059865743, + 0.0030626147742314536, + 0.0030505222141777506, + 0.0030367090908509256, + 0.0030279459565159808, + 0.003009083340965535, + 0.003003581721415368, + 0.0029898009049448056, + 0.002988032389337657, + 0.0029862939707728225, + 0.002983385210918438, + 0.002981796792326144, + 0.0029759602730525807, + 0.0029607994937672914, + 0.002951058108426255, + 0.00294891240139672, + 0.0029418929522994496, + 0.0029406513420647978, + 0.002899859056082948, + 0.002861419232595338, + 0.0028503292903274825, + 0.002843468647148316, + 0.002842268691298451, + 0.002823901799259769, + 0.0028228731705398228, + 0.0028200196160514724, + 0.0028127262410309953, + 0.0027984719849207147, + 0.0027601819677603792, + 0.002759136579982279, + 0.002747547619865354, + 0.002742823662312134, + 0.002735302923995419, + 0.0027135558414597603, + 0.002711965980640047, + 0.0026911605975185175, + 0.0026899874794342623, + 0.0026500560941859434, + 0.0026363484954595945, + 0.0026352796014637823, + 0.0026280897361492515, + 0.0026171393901211312, + 0.0026166362316465855, + 0.0025862634730223393, + 0.002577881473273988, + 0.0025678045934612688, + 0.0025616776237318856, + 0.0025404299533038515, + 0.002538291087006746, + 0.002537026831038932, + 0.0025305222298460427, + 0.002516599540169661, + 0.002504796079369837, + 0.0024957515755702946, + 0.0024913514039435107, + 0.0024618359335578984, + 0.002461607643131296, + 0.0024456008526802945, + 0.0024296943358164645, + 0.002426405808841233, + 0.0023779479578858297, + 0.002375402789429261, + 0.0023739320594954763, + 0.0023686900991993073, + 0.002365943553020902, + 0.0023643305359116805, + 0.002361665719688849, + 0.00235857391880511, + 0.002350771276182926, + 0.002344823109606588, + 0.0023318411351469608, + 0.002307830469248899, + 0.002301864927262001, + 0.0022975938075305083, + 0.0022855426192483733, + 0.0022813935532375227, + 0.0022734927244069565, + 0.0022639796454726117, + 0.002251102738994047, + 0.002243236578919376, + 0.002233489569379271, + 0.002223462638330164, + 0.0022159709384248416, + 0.0022029863496564376, + 0.0021917997790293835, + 0.0021874500511289575, + 0.002182462338292916, + 0.0021789866986746177, + 0.002171366329832232, + 0.002155116628580292, + 0.002133433303239884, + 0.002120218999706476, + 0.0021166056635950154, + 0.0021098701789750997, + 0.002107612310287361, + 0.0020954428472538048, + 0.00209316931486351, + 0.0020728964503214237, + 0.002071500573104897, + 0.0020665961294956837, + 0.0020621262508300968, + 0.002058603380293857, + 0.0020501430291629593, + 0.002047636038615943, + 0.0020438416809584014, + 0.002027922964867325, + 0.00201616893425765, + 0.0019939483612204712, + 0.0019815082311873925, + 0.0019650350862159493, + 0.00196102702622481, + 0.0019529074980400138, + 0.0019471792512880451, + 0.001897849258770021, + 0.0018948646425175427, + 0.0018891496978065442, + 0.0018752723610835683, + 0.001866150972580089, + 0.001864899694235165, + 0.0018538304705160158, + 0.0018475771376899857, + 0.001830750426897429, + 0.0018265559742361, + 0.0018232732372574834, + 0.001822458657085487, + 0.0018219709497043777, + 0.001813610903331397, + 0.001796528585071572, + 0.001796157122721991, + 0.0017931949560816755, + 0.0017908345435449344, + 0.0017641025408935576, + 0.0017602643925995292, + 0.0017448859964555045, + 0.0017385082114194715, + 0.0017376406478403113, + 0.0017369396922790202, + 0.0017309455807463833, + 0.0017163129038739076, + 0.0017142659853232969, + 0.0017064847605924975, + 0.0017041693482391764, + 0.0016971059228119926, + 0.0016901946856849013, + 0.0016754540267881366, + 0.0016731850235571558, + 0.0016724460279571125, + 0.0016657292256828566, + 0.0016623325511304118, + 0.0016614005303270335, + 0.0016566068055680907, + 0.0016561832599828034, + 0.0016504884220441029, + 0.0016485043049363234, + 0.0016483872080861385, + 0.0016480188700502291, + 0.0016448444351558932, + 0.0016418249207234344, + 0.0016376050022740949, + 0.0016314819039627282, + 0.0016277388165736944, + 0.0016250713019794814, + 0.0016215639174278062, + 0.0016173719517838558, + 0.0016051394787431103, + 0.0016027490384974748, + 0.0015990095541571808, + 0.0015905483291946444, + 0.0015866295887403082, + 0.0015736566844077008, + 0.001565720362224378, + 0.0015620500295548754, + 0.0015599242197768305, + 0.0015573790376113518, + 0.0015556275684706514, + 0.0015493026246878256, + 0.001549105584255924, + 0.0015396860068355592, + 0.001528202003113769, + 0.0015188730598351468, + 0.0015156480348353265, + 0.001515038379225886, + 0.001505527786646067, + 0.001496991553271508, + 0.0014964237084291252, + 0.0014851493894406783, + 0.001481568040481604, + 0.0014761042323164092, + 0.0014534150345199782, + 0.0014534070281924949, + 0.0014442570316516314, + 0.0014268244335012882, + 0.0014212731926214021, + 0.0014209758685414249, + 0.0014168073774378643, + 0.0014080467395562785, + 0.0014055744870651995, + 0.0014041663046555565, + 0.0014033902347181187, + 0.001398498745839312, + 0.001397808195946026, + 0.001396984154862151, + 0.0013946570935940768, + 0.00139241556306481, + 0.001377452173513918, + 0.0013769527466212035, + 0.0013717173572798168, + 0.0013716658821771532, + 0.0013699767050245654, + 0.001369892495681037, + 0.0013658106979550359, + 0.0013629308430435606, + 0.0013598281547868671, + 0.0013555864806248338, + 0.00135410577854236, + 0.0013534906447496516, + 0.001352740574238733, + 0.0013498163180197796, + 0.0013443297795777082, + 0.0013402926634032255, + 0.0013344618087303326, + 0.0013325918787260287, + 0.0013256571945389733, + 0.0013167906231634063, + 0.0013162733770237587, + 0.00130388564024936, + 0.0013007840556528562, + 0.0012991810720680262, + 0.0012961827259881204, + 0.00129137879786878, + 0.00129074434926648, + 0.0012827365971193887, + 0.001280760805329862, + 0.001272465077077169, + 0.0012585474139980618, + 0.0012490045021742778, + 0.0012473332659945456, + 0.0012432016304457238, + 0.0012363061218820725, + 0.001234915001078339, + 0.0012335348598748448, + 0.0012320072537057017, + 0.0012274089695134226, + 0.001224529633847039, + 0.0012219726673898422, + 0.0012188188124554863, + 0.0012117936593994442, + 0.0012059551575162146, + 0.0012038360448039034, + 0.0012038359499958158, + 0.0012021920591783319, + 0.0011998772428489797, + 0.0011861238881700155, + 0.0011841900915910326, + 0.0011808916460997727, + 0.0011782034830131, + 0.0011744489112248777, + 0.0011699092385489623, + 0.0011662799522087236, + 0.0011617300779413762, + 0.0011599462619050727, + 0.0011492665018948969, + 0.0011457978011587798, + 0.0011433359840541204, + 0.0011348078010378813, + 0.0011331150648091197, + 0.0011296745988053493, + 0.0011272741541573672, + 0.0011247788917065431, + 0.0011180826382172996, + 0.0011144104659002285, + 0.0011107227940969555, + 0.0011009991286932688, + 0.0011000460780128658, + 0.0010981179210652313, + 0.0010973113000118436, + 0.001090479024855118, + 0.0010886713529889352, + 0.0010793311025040103, + 0.001076889095707177, + 0.001069036923970501, + 0.0010674738627125305, + 0.0010629883861484196, + 0.001061622044467583, + 0.0010577834032395553, + 0.0010554095907321915, + 0.0010537812376799989, + 0.001043020206286617, + 0.0010344683968809944, + 0.0010342251005393424, + 0.0010316480815981358, + 0.0010195339719654528, + 0.0010185427105011606, + 0.0010138193332962463, + 0.0010094466909536944, + 0.0010026719827693007, + 0.0010010471121777993, + 0.0010000282138614121, + 0.0009984347350886888, + 0.000997144967289631, + 0.0009920372382987552, + 0.0009913644060510012, + 0.0009909794272501755, + 0.0009847031643109337, + 0.0009827014367826557, + 0.000979140319748945, + 0.0009761366492576258, + 0.0009754816530333912, + 0.0009721408116461173, + 0.0009664765263050973, + 0.0009659481644051954, + 0.0009629588733662555, + 0.000958775284603274, + 0.0009587015053609172, + 0.0009568538193499304, + 0.0009537602475438579, + 0.0009534501626636231, + 0.0009500430238736969, + 0.0009479648102875, + 0.0009391284055395413, + 0.0009351092523246495, + 0.0009341665260646406, + 0.0009308726557893171, + 0.0009304514482773547, + 0.0009252183291564964, + 0.0009152084981742316, + 0.000914476946034586, + 0.0009052050283531539, + 0.0009031247970722563, + 0.0008911941014181421, + 0.0008905649626193687, + 0.0008848727796543128, + 0.0008796348366873173, + 0.0008631505628260108, + 0.0008623195102151066, + 0.0008593793631067137, + 0.0008541114878691028, + 0.0008525680955274903, + 0.0008520725657242277, + 0.0008506230257238196, + 0.0008458890324104526, + 0.0008426345459599984, + 0.0008407262708400628, + 0.0008275859074074942, + 0.0008251813455108745, + 0.0008212868403444999, + 0.0008075959748941254, + 0.0008056391369619598, + 0.0008036481095617105, + 0.0008020815253770878, + 0.0008005884267871086, + 0.0007999272133302154, + 0.0007992117141123651, + 0.0007909940558962661, + 0.000789421790522498, + 0.0007884248370671421, + 0.0007873039174195684, + 0.0007860522183161793, + 0.0007846876388849685, + 0.0007841749701212125, + 0.000778602543668317, + 0.0007692646023525293, + 0.0007667044198010431, + 0.0007619003053970821, + 0.0007602673279755106, + 0.0007588573932682617, + 0.0007582859517636263, + 0.0007513175692412652, + 0.0007503124215874784, + 0.0007434206663488901, + 0.0007421743372456925, + 0.0007412790806438176, + 0.0007382135030006944, + 0.0007318341266487662, + 0.0007280080292550571, + 0.0007275116770092269, + 0.0007272105029911339, + 0.0007263721653840567, + 0.00072354938665917, + 0.0007234587158436184, + 0.0007221364626893105, + 0.0007170283099290295, + 0.0007157748540189321, + 0.000708611174826783, + 0.0007073861148607177, + 0.0007052206161134586, + 0.0007048293191006339, + 0.000703104399444513, + 0.0006980517456502639, + 0.0006958691827501979, + 0.0006943735173006783, + 0.0006915251090620149, + 0.0006896918665460839, + 0.000683140435463035, + 0.0006813112381994972, + 0.0006782366545192256, + 0.0006770985564665338, + 0.0006750946727782657, + 0.0006750830229199927, + 0.0006745563979900953, + 0.0006683520391849271, + 0.0006647559237907101, + 0.0006644490631682343, + 0.0006640676984579964, + 0.000658618772034643, + 0.0006568011307561223, + 0.0006525688264246053, + 0.0006520935262056631, + 0.0006511594566530657, + 0.0006506758561053517, + 0.0006479309048446922, + 0.0006391265461687524, + 0.0006374053331264219, + 0.0006372597657670529, + 0.0006346965940364272, + 0.0006331759614259963, + 0.0006323428896749352, + 0.0006261690488962652, + 0.0006153512793129655, + 0.0006141880696349285, + 0.0006136789985621686, + 0.0006118546572377063, + 0.0006118209123048041, + 0.0006116106746620951, + 0.0006094194135006077, + 0.0006037505949579376, + 0.0006027064740208113, + 0.0005871862766483404, + 0.0005864865229660436, + 0.0005843630001558083, + 0.0005829695532417314, + 0.0005811217342064619, + 0.0005809308542298813, + 0.0005794332045042845, + 0.0005708454569010443, + 0.0005707719501100207, + 0.0005678372112027888, + 0.0005641916082522348, + 0.0005636128067858288, + 0.0005616698358632151, + 0.0005613383862029725, + 0.0005588089252999393, + 0.000558491320831813, + 0.0005564338848979692, + 0.0005556758152783447, + 0.0005510480940847939, + 0.0005398293880875452, + 0.0005373775158429573, + 0.0005367443599413005, + 0.0005341687187727234, + 0.0005339263811055359, + 0.0005325978642388415, + 0.0005310220697276959, + 0.0005250641929608369, + 0.0005229951564480077, + 0.0005228743376971151, + 0.0005218830126936258, + 0.0005215887112508571, + 0.0005165664257207455, + 0.0005148362789984546, + 0.0005132846541913343, + 0.0004999513225012042, + 0.0004992990609377846, + 0.000495562602234413, + 0.0004950605205391214, + 0.0004920091388846426, + 0.000490648981080307, + 0.00048538954665299677, + 0.0004784937371643008, + 0.00047444624000229647, + 0.00046887430330037997, + 0.00046417387470327033, + 0.0004624899090541235, + 0.00045556875169231413, + 0.0004543596794659066, + 0.0004535700027052381, + 0.00045256706240259223, + 0.00045241416206977014, + 0.00045219699284536807, + 0.0004515536602868708, + 0.0004498225909883435, + 0.0004435315374254283, + 0.00044302267106898543, + 0.00044077408211420997, + 0.0004392196278758738, + 0.00043838088136456156, + 0.00043519308405967427, + 0.0004335784080477418, + 0.0004296157814422863, + 0.0004294187129624869, + 0.00042703492282558783, + 0.00042618775694449587, + 0.00042543102164194576, + 0.00042413798716276396, + 0.0004196108655439098, + 0.00041491715259276833, + 0.0004138695307373119, + 0.0004137333892378106, + 0.00040900435253851436, + 0.0004042660961947406, + 0.0003953644895216619, + 0.00039467193514314535, + 0.0003942931463060871, + 0.0003918358509188925, + 0.00039117879523036257, + 0.0003897849007459858, + 0.00038707324885403133, + 0.0003840504846610761, + 0.0003835873668685598, + 0.0003786046814105565, + 0.0003782841391682807, + 0.0003753944677237903, + 0.0003728853610353708, + 0.00036667932868207187, + 0.0003658500644594462, + 0.0003582907070947468, + 0.0003577222737378687, + 0.00035768091371212303, + 0.00035729222766385055, + 0.0003568328776426388, + 0.00035408360937447313, + 0.00035362536023304906, + 0.0003533451922101518, + 0.0003504496294644201, + 0.00034876875997148684, + 0.00034459117046632237, + 0.00034451416139450207, + 0.00034288045268298127, + 0.0003413078935122298, + 0.00034116450141066703, + 0.0003395137402571093, + 0.0003389778931538597, + 0.00033749605705379215, + 0.00033726590954151497, + 0.0003371349818731984, + 0.0003352421634996629, + 0.000334922139859535, + 0.0003336338901921751, + 0.0003331508325986278, + 0.000329246000619846, + 0.00032901145606270733, + 0.0003245740284755496, + 0.000324541902984575, + 0.00031986770350185935, + 0.00031934068419149, + 0.000318216524357097, + 0.0003137330123041027, + 0.00031153409820527825, + 0.0003108812841295336, + 0.00029508247227294715, + 0.00029298535095761784, + 0.0002927095974411248, + 0.00029211296324030547, + 0.00029003401750199377, + 0.00028944568821447363, + 0.00028357362517423385, + 0.0002825557080636275, + 0.0002801754135709321, + 0.00027951540634250097, + 0.0002791551766737824, + 0.0002791145179429473, + 0.0002790807681871813, + 0.0002788799420177687, + 0.0002772821298124908, + 0.0002713651976264176, + 0.0002690044795855482, + 0.0002684964293443591, + 0.00026661469916227585, + 0.0002648845268978003, + 0.0002645878569454001, + 0.00026360915789098977, + 0.0002589912967466219, + 0.0002583615315707032, + 0.0002578533980745591, + 0.00025699326906973986, + 0.00025371271830131335, + 0.00025288856386902243, + 0.0002492094922880004, + 0.0002460809172658675, + 0.000242845443480235, + 0.0002412220722684954, + 0.0002404543476186928, + 0.00023992243937405593, + 0.00023917223827862267, + 0.00023898006614546085, + 0.0002377145555794554, + 0.00023746281698780035, + 0.00023729863022714805, + 0.0002366207694807041, + 0.00023423585273661034, + 0.00023353975379296614, + 0.00023278473709875826, + 0.00023194993788863477, + 0.00023117010165942225, + 0.00022762959536953332, + 0.00022389439112513286, + 0.0002236513997213179, + 0.00022299291664063282, + 0.0002220608289557612, + 0.00021989016092030276, + 0.0002191764839730543, + 0.0002191479127553823, + 0.0002191290520530485, + 0.00021861977725093403, + 0.00021719565301863008, + 0.00021577108525204928, + 0.0002110423115423465, + 0.00021056223840220978, + 0.00020927530149808404, + 0.00020859923073039265, + 0.0002061441327210901, + 0.00020603959085128002, + 0.00020570713130589575, + 0.000205385568016728, + 0.00020250301418802853, + 0.00020231874573443928, + 0.00020057185038979732, + 0.00019928632731080654, + 0.00019834254883244076, + 0.0001956867068830104, + 0.00019529904422011616, + 0.0001951298957807237, + 0.00019377720156474163, + 0.0001934186953713039, + 0.0001914656005240247, + 0.00019118620692372635, + 0.0001911158381384359, + 0.00019056968153078967, + 0.0001904481464963645, + 0.00018926884098070598, + 0.00018456574548977595, + 0.0001838209069873181, + 0.00018162885471569194, + 0.00018096336062873783, + 0.00018068246627648784, + 0.00017831412958744557, + 0.00017825526702943136, + 0.0001731181651348835, + 0.00017257892780775342, + 0.0001710384834515445, + 0.00016931406143358275, + 0.00016886758694163983, + 0.0001685186654347958, + 0.00016621435303455114, + 0.00016614598930062967, + 0.00016451806476184975, + 0.00016443168994530736, + 0.0001641302792212616, + 0.00016412929670181326, + 0.00015933800382454474, + 0.00015867356016537913, + 0.00015554241675273009, + 0.00015303391249139954, + 0.0001504921003147188, + 0.00014939867788352944, + 0.000146117071450094, + 0.00014596228397474302, + 0.0001451908400846538, + 0.00014418101778673688, + 0.00014370409378461907, + 0.00014219941828174247, + 0.00014159832084385327, + 0.00013938216674677967, + 0.00013749031443878042, + 0.00013607930503848869, + 0.00013567443178989623, + 0.00013548124362729294, + 0.00013362519569857373, + 0.00013098583835805853, + 0.00013013255717069238, + 0.00012993376640998907, + 0.00012968432844026213, + 0.00012915601467444935, + 0.00012630306428042677, + 0.00012426105978957967, + 0.0001204473390502954, + 0.00012030731506531294, + 0.00011979634833818907, + 0.00011952318687129317, + 0.00011871705480303138, + 0.00011844301667470707, + 0.00011829217581959282, + 0.00011745332803901803, + 0.00011708033656439277, + 0.00011425140315726898, + 0.0001129858137767234, + 0.00011257530231583372, + 0.00011219988291181746, + 0.0001104375257834601, + 0.00010823078117676975, + 0.0001080249928646552, + 0.00010769328720349327, + 0.00010643299596896698, + 0.00010541585760739662, + 0.00010532917376475185, + 0.0001051801634104031, + 0.0001040042000638459, + 0.00010286607478669393, + 0.00010187388785438603, + 0.00010114183010816527, + 0.00010059541214881046, + 9.983662779543862e-05, + 9.931534835147547e-05, + 9.878578401401502e-05, + 9.83324589975587e-05, + 9.801345603510643e-05, + 9.648006541377453e-05, + 9.645001732493145e-05, + 9.626375073360775e-05, + 9.616654574566811e-05, + 9.599438129500619e-05, + 9.59602556519223e-05, + 9.591677947609244e-05, + 9.480418778165777e-05, + 9.117423816174588e-05, + 9.109538683981275e-05, + 9.02124847460516e-05, + 8.969677107126606e-05, + 8.945488481081607e-05, + 8.910063783626227e-05, + 8.879522797964004e-05, + 8.74134688454172e-05, + 8.668614825840291e-05, + 8.642107324461097e-05, + 8.471147586911974e-05, + 8.380594802507511e-05, + 8.337710059889916e-05, + 8.223535858829563e-05, + 8.21601203981061e-05, + 8.075078276602172e-05, + 8.053960431360515e-05, + 8.021251781877505e-05, + 7.990856541236895e-05, + 7.905663949767248e-05, + 7.873735571272988e-05, + 7.824950692180818e-05, + 7.59225964930795e-05, + 7.577501952643047e-05, + 7.493147426921374e-05, + 7.485243220737568e-05, + 7.304399207226483e-05, + 7.29894639786719e-05, + 7.113674486456359e-05, + 7.058391434314515e-05, + 6.838056917536849e-05, + 6.791191413627858e-05, + 6.773111449159851e-05, + 6.536619559080403e-05, + 6.460430784386904e-05, + 6.377342692912708e-05, + 6.283587838801726e-05, + 6.187311681193752e-05, + 6.071449284828973e-05, + 5.968155898995969e-05, + 5.76630981822874e-05, + 5.4592279302659466e-05, + 5.3778423781502226e-05, + 5.336572016650567e-05, + 5.207476910275135e-05, + 5.104900817089866e-05, + 5.0874944405695914e-05, + 5.0014163259231254e-05, + 4.875175075262923e-05, + 4.771732777087116e-05, + 4.6102228015788644e-05, + 4.569148367173895e-05, + 4.421550429492325e-05, + 4.339254570183895e-05, + 4.274519811312469e-05, + 4.268925716238242e-05, + 4.242851181259232e-05, + 4.23256975459206e-05, + 4.2194723221094885e-05, + 4.2122669191352594e-05, + 4.188493690366778e-05, + 4.171210619890149e-05, + 4.168401725335553e-05, + 4.1339275269672655e-05, + 3.9969146163465184e-05, + 3.9897802337924846e-05, + 3.894395708925988e-05, + 3.8906628325267477e-05, + 3.7523367056706535e-05, + 3.672208142409498e-05, + 3.466157953089793e-05, + 3.4195138805480524e-05, + 3.412173313219665e-05, + 3.383682454360356e-05, + 3.272064551102237e-05, + 3.2507557209583086e-05, + 3.244709583467277e-05, + 3.107323720237142e-05, + 3.028775246499066e-05, + 2.9886793528358848e-05, + 2.952517208911467e-05, + 2.8288860979477638e-05, + 2.7772509877769005e-05, + 2.7768134453398626e-05, + 2.6749701166501275e-05, + 2.6702195976307166e-05, + 2.5609979072099857e-05, + 2.531130050223212e-05, + 2.5099276594368406e-05, + 2.50641605994629e-05, + 2.455454712020581e-05, + 2.4050543338567005e-05, + 2.3720025739852327e-05, + 2.275573690262331e-05, + 2.2373184188676942e-05, + 2.2291836615039887e-05, + 2.201324958858893e-05, + 2.1796114480873843e-05, + 2.103848829757679e-05, + 2.0780312603346902e-05, + 2.053457667960572e-05, + 2.050622273045869e-05, + 2.021492640102458e-05, + 1.9050453708546508e-05, + 1.868360009547238e-05, + 1.7605024873453122e-05, + 1.736613206197014e-05, + 1.7332844283520282e-05, + 1.6150957836510756e-05, + 1.611908753219665e-05, + 1.607084760177692e-05, + 1.606757316320676e-05, + 1.5949833629611205e-05, + 1.5697192639127044e-05, + 1.5207191663364172e-05, + 1.4282432509084157e-05, + 1.3536794102414653e-05, + 1.2985923685367912e-05, + 1.2702602286844514e-05, + 1.2648218785508277e-05, + 1.2560152137742125e-05, + 1.2192541092880659e-05, + 1.1944768723936534e-05, + 1.0756336826126921e-05, + 9.401352148402158e-06, + 9.362590629604672e-06, + 9.070595295195789e-06, + 8.900661902883304e-06, + 8.657473900120318e-06, + 8.616979696669278e-06, + 8.431739132235153e-06, + 8.28593406538836e-06, + 8.076965476253289e-06, + 7.360211833058695e-06, + 6.258132407916767e-06, + 6.1085487404814665e-06, + 5.994411785870753e-06, + 5.693530223616666e-06, + 5.5085322698470015e-06, + 4.935586204409983e-06, + 4.796039124544276e-06, + 4.419182820849546e-06, + 4.372850273042906e-06, + 4.049044326997157e-06, + 3.9094428492272015e-06, + 3.898593163584395e-06, + 3.691939857828407e-06, + 3.56712963940488e-06, + 3.4558866318718554e-06, + 3.4189051063573074e-06, + 3.248517710052323e-06, + 2.639167952184725e-06, + 2.6164786909271032e-06, + 2.484491428744192e-06, + 2.3119698725861735e-06, + 2.036189284948967e-06, + 1.915818066539785e-06, + 1.5763911636970108e-06, + 1.4222905961847213e-06, + 1.384793953155822e-06, + 1.348271731539205e-06, + 1.3400397204561715e-06, + 1.331114931385713e-06, + 1.3068121396421687e-06, + 1.213105647451698e-06, + 9.946774272421836e-07, + 8.450417716924811e-07, + 8.135168277146078e-07, + 7.373870054760016e-07, + 5.096509447481402e-07, + 4.6996155407751387e-07, + 3.688415292597436e-07, + 2.407205904928969e-07, + 2.0377368420137547e-07, + 1.9820719674683106e-07, + 1.003800233130254e-07, + 8.142146867813518e-08, + 5.281356330740953e-08, + 2.2322797399575808e-08, + 1.524339261791225e-08, + 1.2005767934759144e-08, + 1.0742275499430539e-08, + 1.3603730320579679e-09 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 82.8, + "precision": 21.9047619047619, + "recall": 19.714285714285715, + "f1": 20.085470085470085 + }, + "selection": { + "precision": 0.5950946016037314, + "recall": 8.571428571428571, + "f1": 1.1128866599524094, + "jaccard": 0.5603103263833736 + } + } +} \ No newline at end of file diff --git a/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Obesity.json b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Obesity.json new file mode 100644 index 0000000000000000000000000000000000000000..00e9006739cac6164caf4f36f784aacc989dfd02 --- /dev/null +++ b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Obesity.json @@ -0,0 +1,3792 @@ +{ + "significant_genes": { + "Variable": [ + "AATF", + "AADAC", + "ACTMAP", + "ALPK2", + "A2M", + "ABCF2", + "ABCC6", + "ACSM4", + "ACSM5", + "ACADVL", + "ACOT4", + "AAMDC", + "ANKRD40", + "ADAMTS12", + "AASDHPPT", + "ABHD2", + "ABCE1", + "ACRV1", + "ABCB10", + "ADGRG4", + "ABI3BP", + "ALDH4A1", + "ABCC10", + "AGR2", + "ART3", + "ACTN3", + "ABCB8", + "ACOT2", + "AACS", + "ACAT2", + "ALDH1L1", + "ACSM2A", + "ADGRE4P", + "ABCA8", + "ABCC8", + "AFG1L", + "AADACL3", + "ABCC13", + "ABLIM3", + "AEN", + "AK2", + "AGRP", + "ADAMTSL5", + "ADAMTSL2", + "ABHD17B", + "AHCYL2", + "ACSM3", + "ARHGAP24", + "ALDOB", + "ALKBH4", + "ADRA1A", + "ABHD1", + "ADAM21P1", + "ARL3", + "ABCA6", + "ACO2", + "ABLIM2", + "ACTR2", + "ABCA12", + "ABHD5", + "AFF2", + "AKAP7", + "ACMSD", + "ADAD1", + "ABCA11P", + "ACBD6", + "ADCY9", + "ADCYAP1", + "ABHD13", + "ACTR10", + "ALAD", + "AARSD1", + "ACTR5", + "ABCB5", + "A3GALT2", + "ACKR1", + "ADGRD2", + "ARHGAP23", + "ABHD17A", + "ANKZF1", + "BPIFA4P", + "ARHGAP22", + "ADH5", + "ACOT1", + "ABCC9", + "ABHD12", + "ADAP2", + "AOX1", + "ACTRT1", + "AKAP1", + "ACER1", + "ADAD2", + "APLP1", + "ANKK1", + "ABCC4", + "BBS5", + "APBA3", + "AIRIM", + "ALDH1L2", + "AGER", + "ABCB4", + "ASIP", + "ADAM21", + "ADCY1", + "ANGEL2", + "APCS", + "AP4M1", + "ALOX12P2", + "ADGRG6", + "ALG9", + "ADGRG2", + "ALX1", + "C1orf167", + "ABI1", + "AGAP7P", + "ANO3", + "ABRAXAS1", + "BMP5", + "AARS1", + "AP2S1", + "ABRA", + "ADA", + "ACKR3", + "ALDH7A1", + "ADCK5", + "AKR1B15", + "ABCD1", + "BHLHE22", + "ALG1L1P", + "AKAP8", + "APOBEC3H", + "AFDN-DT", + "APLN", + "ACSL5", + "ADAMTSL4", + "ALDH16A1", + "ADAM5", + "ANGPT2", + "ASXL1", + "APCDD1", + "ADORA3", + "ALDH18A1", + "ABCA10", + "ADGRV1", + "C3orf20", + "HMGB4", + "ACTL10", + "ABCB11", + "ATG10", + "ANK3", + "ARSL", + "ACACB", + "ATXN1L", + "ACTL6B", + "ADGRF2P", + "ARFRP1", + "AACSP1", + "C2", + "ABAT", + "ARHGEF19", + "CETN3", + "ABCB1", + "ABCF3", + "AEBP1", + "ADTRP", + "CTXN2", + "ADK", + "ADAM32", + "ANKAR", + "BANP", + "ARID1A", + "AFAP1L1", + "AAK1", + "ALCAM", + "ANKRD13C", + "AHSP", + "APEX2", + "AKR1C8", + "CHRM1", + "AP4B1", + "ADO", + "ANO7", + "CACNA2D1", + "AADAT", + "ACAP3", + "AK3", + "ADIPOR1", + "BAGE2", + "A1BG", + "AP5S1", + "ACTL7A", + "ALPL", + "AP2A2", + "ANKFN1", + "ARID3C", + "ADAMTS8", + "COLEC10", + "ACP2", + "ADAM22", + "AGT", + "ARHGEF15", + "ADORA1", + "ACP5", + "AURKC", + "ANKRD34A", + "CLEC4GP1", + "ASPN", + "ABR", + "CAPN11", + "ABRAXAS2", + "CNPY1", + "ACVR1C", + "ATF1", + "ARHGEF16", + "ABCA3", + "CD109", + "AMER3", + "ANKMY1", + "ACVR2A", + "ANO1", + "AMPH", + "ANKLE2", + "ABCB9", + "CRTC3", + "APOLD1", + "ADAMTS10", + "AAAS", + "ACTR6", + "AIPL1", + "CA14", + "AMELX", + "DHX30", + "ACSM1", + "AP4E1", + "ABHD11", + "ANAPC15", + "CAND2", + "CLLU1-AS1", + "ASTE1", + "ANKRA2", + "C12orf43", + "BDNF-AS", + "C1orf216", + "GARNL3", + "AP1S1", + "CCDC27", + "CALR3", + "FUZ", + "ADAMTSL1", + "ANKIB1", + "BDH2", + "ARHGEF28", + "ADAMTS16", + "BMERB1", + "ATRX", + "ANKRD24", + "BRDT", + "ADAM8", + "ALDH3A2", + "ADARB1", + "ACOD1", + "ARHGEF25", + "CCAR2", + "AMHR2", + "ARMH4", + "ARLN", + "ANKRD54", + "AMPD3", + "DAZL", + "ANOS1", + "AQP1", + "C16orf87", + "BCO2", + "ADGRE3", + "FAM225B", + "CDH7", + "AAGAB", + "BAHCC1", + "ACTG1", + "SCTR", + "ATRNL1", + "DUX3", + "ACADL", + "AKAP14", + "FAM90A13", + "ATAD3B", + "ADAM7", + "CDKL3", + "AMY2B", + "ANKRD31", + "ASB12", + "ASB16-AS1", + "ANKS4B", + "AICDA", + "AGAP4", + "BMAL2", + "AIG1", + "CHDH", + "ACO1", + "ANKRD35", + "ATP10D", + "ADGRF4", + "BCL2L12", + "ACSM2B", + "MGAT5", + "ADCY4", + "ANAPC2", + "AKIRIN2", + "ANKRD20A8P", + "ACTN2", + "ARHGAP32", + "ANK1", + "CDYL", + "ATAT1", + "BTNL2", + "BCL9L", + "LILRA3", + "AQP4", + "ARMCX5", + "CHST2", + "COL11A1", + "AVP", + "CBX8", + "CHRDL2", + "AADACL4", + "ABI3", + "ANO2", + "ANKRD18A", + "CGREF1", + "AKNA", + "CHRM4", + "C3orf18", + "ATP5MC3", + "DLST", + "DAZ4", + "AIF1", + "ADGRL1", + "ADAMTS1", + "APOBEC3D", + "BRI3BP", + "AMDHD2", + "ADGRB2", + "ABTB1", + "LOC654780", + "AATK", + "C7orf57", + "GLRA1", + "ABCA1", + "AKIRIN1", + "CCDC116", + "ATF6B", + "ACBD5", + "BMP2KL", + "ATXN2L", + "BRS3", + "ACOXL", + "BPESC1", + "AHSG", + "C10orf55", + "BRWD1-AS2", + "CLSTN2", + "ANAPC4", + "COQ3", + "ABHD14B", + "ABO", + "ANKRD18B", + "AXIN2", + "C1QBP", + "SNORD113-5", + "CNTNAP1", + "ABCA9", + "DHDH", + "ANAPC7", + "ACR", + "CSNK1E", + "CARD19", + "CFAP20", + "CENPL", + "CACNA1A", + "AGBL2", + "ATP6V1F", + "ACTBL2", + "ASAH1", + "ADAM18", + "AGPAT4", + "CLDN3", + "ADAMTS4", + "ANKRD20A2P", + "AGAP11", + "DAPL1", + "CASP9", + "ANP32E", + "ATP6V1G3", + "COL13A1", + "TRIM42", + "AAR2", + "CHD1L", + "CFAP53", + "AZGP1", + "DUOXA1", + "DEFB103A", + "AKAP6", + "ADH4", + "ADGRA3", + "AGPAT3", + "ADIPOR2", + "AKR1A1", + "C1orf53", + "DRAXIN", + "CLEC4M", + "CLTCL1", + "ADORA2B", + "BPY2", + "ANXA2P1", + "PAFAH1B3", + "BIRC2", + "ANKRD20A11P", + "BCAT1", + "ABITRAM", + "CATSPERE", + "A4GNT", + "CCDC42", + "ALPK3", + "ARSB", + "ADGRL3", + "ACOX3", + "CLDN23", + "CNR2", + "CHRNB2", + "HRG", + "APEH", + "APMAP", + "CLIP3", + "BAIAP2", + "FBXL2", + "ACYP1", + "C5", + "AKR1C4", + "APOL6", + "ANKRD2", + "AQP6", + "BTBD16", + "ADGRA1", + "AFDN", + "ADAT2", + "LOC613038", + "ACSS3", + "PKD1L1-AS1", + "CARNS1", + "NLRP3", + "CARMIL1", + "MIR302B", + "ARRDC1-AS1", + "TMEM52", + "ARL14", + "AGO2", + "CCDC146", + "ATP5PD", + "C16orf78", + "CDC14C", + "ARHGAP10", + "ATP13A2", + "FABP2", + "MIR602", + "BCHE", + "ADAM15", + "ABCF1", + "ADAM17", + "ADIPOQ", + "KCNH5", + "FANCB", + "AGRN", + "ANLN", + "BOC", + "ASPHD1", + "C8orf58", + "CCDC144A", + "ARR3", + "CBLL1", + "CLCN1", + "COL4A5", + "ANKUB1", + "ANKRD27", + "KCTD21", + "AFM", + "CDKN1B", + "CNTN4", + "ALYREF", + "BNC2", + "INSM2", + "ABHD8", + "ADGRF1", + "EPS15L1", + "ATP6V1B1", + "LOC727980", + "CPNE9", + "E2F1", + "BST1", + "ASB18", + "COL15A1", + "RASD2", + "BMP3", + "CACNA1H", + "CCDC83", + "CRTAP", + "ANXA9", + "AGAP6", + "DTX1", + "CAD", + "GCK", + "C3AR1", + "FGFR2", + "ACAT1", + "BEND4", + "BBIP1", + "RLBP1", + "IFITM5", + "ARHGAP5", + "CACNG6", + "BCAS4", + "ABCB6", + "IL1RAPL2", + "CRTC1", + "C10orf53", + "ALG6", + "AMPD1", + "PBX3", + "PADI3", + "CELF6", + "EDIL3", + "AWAT2", + "BCAM", + "CFAP141", + "ADRB3", + "CPE", + "C2CD6", + "AP1M2", + "BIRC8", + "ABCD2", + "ATP12A", + "ANXA4", + "CLDN1", + "APOBEC4", + "THOC6", + "ARMCX3", + "AP3D1", + "CHKB", + "LOC646804", + "ASCC2", + "CLN8", + "NQO2", + "ARHGAP31", + "GDPD5", + "CCDC71", + "ABCC3", + "ADAMTS7", + "CITED1", + "EXD1", + "PRODH2", + "ARL17A", + "FIGLA", + "CACNA1F", + "CSMD2", + "CPZ", + "ALDH2", + "ATP6V1G2", + "ACAP2", + "GINS2", + "ANXA8", + "IQUB", + "DPEP1", + "ALKBH7", + "AMFR", + "RER1", + "KIAA1217", + "ACYP2", + "ASIC1", + "CHRM5", + "DUX4L8", + "TACC2", + "ATE1", + "ENPP6", + "C1S", + "ISL2", + "BMPER", + "KCNH3", + "CLCA4", + "FRK", + "ABTB3", + "DEFB107B", + "ACKR4", + "CCNK", + "EFNB1", + "ADAM19", + "CLCNKA", + "BPIFB4", + "CHPF2", + "BLCAP", + "MOCOS", + "ATN1", + "CABIN1", + "BCS1L", + "CGB1", + "AASS", + "ANKRD40CL", + "CPLX1", + "BDKRB2", + "APOC3", + "FTCD", + "AMMECR1", + "COL5A3", + "CCHCR1", + "FRAS1", + "ADCY2", + "AGAP9", + "ASPSCR1", + "FST", + "BARHL2", + "ARHGEF7", + "CORO1B", + "CA6", + "CBR1", + "AVPR1A", + "DNAH5", + "CLDN6", + "CSF1", + "ANKRD16", + "ANKRD20A1", + "CAPNS2", + "CSH1", + "CTSL3P", + "AKR1C6P", + "CCL15", + "ALKBH5", + "L1CAM", + "ALDOC", + "CERS4", + "CPT1A", + "NUS1P3", + "CRYBB3", + "ATP5MF", + "DYNC2H1", + "ABCC2", + "EPCIP", + "AGAP10P", + "CCR5", + "XKR7", + "ARL5C", + "BZW1", + "CES5A", + "HPN", + "AGO1", + "C2CD4A", + "FAM90A16", + "CHSY1", + "CCDC191", + "ARSJ", + "ARFIP2", + "ALKBH3", + "ARL13B", + "OR8H1", + "ANKRD53", + "AKR7A2", + "BLK", + "BRD1", + "HDGF", + "B3GNT7", + "DSCAML1", + "BCO1", + "ALKAL1", + "CCDC162P", + "ETV5", + "CCNB2", + "AMBN", + "APRT", + "NSMCE1", + "C12orf50", + "ADRM1", + "AGBL3", + "ASB3", + "GPR83", + "C1QL4", + "CELP", + "KIAA1210", + "CEP72", + "CFAP298-TCP10L", + "ARHGAP8", + "ATP2B4", + "ATP5PF", + "BAGE", + "ACTA1", + "LINC00696", + "APOB", + "ADCYAP1R1", + "ANKRD11", + "FFAR4", + "ALDH9A1", + "HCRTR2", + "ANGPTL1", + "AGPS", + "ADRA2A", + "ARHGAP12", + "ANXA10", + "CMC2", + "C20orf96", + "ADNP2", + "ACLY", + "RAD54L", + "C11orf87", + "SNORD51", + "CDH18", + "ADAMDEC1", + "CRY2", + "LIMA1", + "CXADRP2", + "C17orf50", + "NPDC1", + "ATP2A1", + "IER5L", + "CD38", + "FAM120C", + "CLIP2", + "CSPG4", + "ACTRT3", + "CDCP1", + "AHSA2P", + "CRLF1", + "CCDC13", + "DRD3", + "AGTR2", + "ASCC1", + "C11orf98", + "CLBA1", + "C1orf105", + "ARPC5", + "ABCG4", + "COG7", + "IFNA5", + "GLDC", + "BRD3OS", + "CDRT4", + "DLX6-AS1", + "ZNF843", + "FAM187B", + "KRTAP23-1", + "ASB17", + "ADGB", + "ARHGAP9", + "EGFL8", + "ADHFE1", + "CD72", + "CDK9", + "MRGPRX1", + "ACTC1", + "ADGRG1", + "ANKRD28", + "WNT1", + "CEACAM18", + "COL18A1-AS1", + "DNAJC5B", + "BPHL", + "CCT4", + "FAAP24", + "MVK", + "ARMC7", + "PKD2L2", + "ANP32A", + "ARF5", + "ARID5B", + "ANXA2", + "AKAP10", + "NXF4", + "CD19", + "CLEC11A", + "BUD31", + "BTNL3", + "TBX6", + "CDH22", + "AHCY", + "CCDC152", + "GLI4", + "ABCG1", + "HSD11B1", + "CLHC1", + "B3GNT5", + "CCDC144NL", + "AXIN1", + "FAM210A", + "ARMS2", + "BAG3", + "HENMT1", + "CNTF", + "AKT2", + "ADPRH", + "MYL9", + "GRAMD1B", + "ARL17B", + "FAM219A", + "IL22", + "KCNJ5", + "OMD", + "MIR1915HG", + "ADH5P4", + "CDK5RAP1", + "CCIN", + "CAVIN4", + "COX11", + "PBLD", + "AFG2B", + "CLK2", + "COMP", + "LACC1", + "MIR629", + "ATP6V1E2", + "KLK2", + "ATP6V0A1", + "MIR620", + "OR8G2P", + "CATSPERD", + "DNAH17", + "CHI3L2", + "ALDH3B1", + "EPHA2", + "MIR524", + "CDC42EP2", + "TOP1MT", + "CDK15", + "ATP1B1", + "MTSS2", + "C8orf74", + "OR1A1", + "ADIG", + "TMEM171", + "DRGX", + "BLOC1S2", + "AUNIP", + "DNAJC17", + "HLA-C", + "BICDL2", + "KRCC1", + "CCNQP1", + "CENPM", + "AMELY", + "AKT1S1", + "ASIC5", + "B3GALT6", + "ELFN1", + "LOC647264", + "ERICH4", + "ANKS1B", + "KCMF1", + "SPACA5", + "GPR152", + "ASIC2", + "FMN2", + "RBFA", + "ENTR1", + "LYSMD4", + "GCC2", + "ARNT2", + "DANCR", + "APEX1", + "ADA2", + "LRP3", + "ADRB1", + "LOC100131496", + "ABHD17AP1", + "SPIRE2", + "AKR1C1", + "C1QA", + "MYL10", + "APOE", + "GRHL3", + "AMMECR1L", + "PPIL6", + "LRRC36", + "DMP1", + "FICD", + "AGPAT5", + "ANKRD22", + "FKSG49", + "BBS10", + "CCK", + "CNTNAP2", + "CDRT15P1", + "DDX43", + "ELOA3BP", + "HLA-DOB", + "AZU1", + "COX5B", + "CBLN1", + "H3C2", + "LOC729218", + "DNAI3", + "ACSL6", + "FOXF2", + "CIAPIN1", + "INO80C", + "MIR548Q", + "DNAH14", + "C1orf21", + "LOC100130872", + "BTNL9", + "EXOSC2", + "MAP1LC3C", + "CLK2P1", + "EML5", + "CDC42SE2", + "LINC00272", + "CA5A", + "AIFM1", + "CTIF", + "BPI", + "ADCY7", + "SNORD91B", + "GGCX", + "MIR141", + "EPHA1", + "MAGEA2B", + "FAM90A20", + "AFAP1", + "BCL10", + "GPX3", + "DBX2", + "ASNSD1", + "PNKD", + "CLEC12B", + "CYP4F11", + "FAM87A", + "ADAMTS3", + "RCN1", + "CLIC4", + "BABAM1", + "ATOSB", + "LZTS1", + "ARIH2OS", + "RBP1", + "ADSS2", + "CD180", + "ODAD3", + "CYP4Z2P", + "GJA4", + "C2CD4D", + "APOOL", + "MUC15", + "CCNF", + "CASK", + "CFAP96", + "B3GNT3", + "DSCR9", + "ARG2", + "CHRNB3", + "BMX", + "COIL", + "GTF2F1", + "ADD3", + "HEBP1", + "DNHD1", + "CCDC148", + "DEFA6", + "ALG5", + "GMDS", + "CSAG1", + "MIRLET7C", + "CALM2", + "BBLN", + "TBPL2", + "TRPM4", + "RIMBP3C", + "BAK1", + "BMPR1B", + "BAZ2A", + "CNGA4", + "CCNB3", + "CADM2", + "NAV3", + "DERPC", + "H2BC5", + "C1orf146", + "CFHR1", + "PHLDB1", + "CEP63", + "MPV17", + "NR2F2", + "GDF9", + "ARHGAP11A", + "ALOX5", + "ASXL2", + "ASCL4", + "KLK5", + "RCN3", + "HNF1B", + "ART5", + "BCL7B", + "MIR29B1", + "FILIP1", + "MRPL9", + "C11orf16", + "CRCT1", + "AP5M1", + "GNRHR2", + "DDX56", + "MIR494", + "GIP", + "CDCA2", + "BAZ1B", + "DOK5", + "C12orf76", + "LCE4A", + "ARMC8", + "GAS1", + "ASB13", + "CD4", + "CCDC85B", + "LDLRAD3", + "GLYAT", + "BRMS1", + "LY6G6D", + "CD177", + "CHRNB1", + "COMMD7", + "GCOM1", + "OBSL1", + "DRD1", + "C1GALT1", + "ARL8A", + "COQ4", + "SNORA25", + "AGTPBP1", + "ARHGAP29", + "ATP5MK", + "CSNK1A1P1", + "CXCR3", + "ADGRD1", + "BMP1", + "CCDC7", + "CSPG5", + "HOXA11-AS", + "DNAI1", + "CHAT", + "CELF3", + "EMID1", + "LRRC32", + "NRXN2", + "MRPL28", + "LTC4S", + "CAPN3", + "H2BC21", + "ARRDC5", + "NCK1", + "ARRDC2", + "HOXD10", + "ATP1B2", + "BCKDK", + "CAPN14", + "APOH", + "ADGRG3", + "RBMY1A1", + "DYNLT3", + "ECE2", + "MRO", + "ALS2CL", + "ADAT1", + "C19orf18", + "ERCC6", + "GRM4", + "BARX2", + "ACTR1A", + "CMTM8", + "CARD11", + "IL19", + "DHRS3", + "BORA", + "HTT", + "TMSB15A", + "LIN54", + "CDC40", + "ATG4A", + "SVOP", + "ADGRB1", + "CAMTA2", + "PBK", + "CECR2", + "MIR761", + "FAM90A19", + "SAMD13", + "PGAM1", + "B3GALT5-AS1", + "CABP5", + "CPXM2", + "ATL3", + "BNIP1", + "ACTR3B", + "DDN", + "SFMBT2", + "CEP135", + "B4GALNT3", + "ZNF607", + "KRTAP6-2", + "BRD3", + "MIR455", + "AP1G1", + "ANKS1A", + "GABRB1", + "LAMB2", + "GGT7", + "AEBP2", + "MFSD5", + "ASIC4", + "CALCRL", + "PRSS37", + "AOC3", + "ATP1A1-AS1", + "ACSS1", + "CNTROB", + "KIAA0319", + "ARHGAP35", + "CHRNB4", + "KCNA1", + "CCL17", + "ATP2B2", + "HAS1", + "SNPH", + "KANK1", + "ARSK", + "CIMAP1D", + "APOL5", + "ATP10A", + "BIRC6", + "DMWD", + "RRH", + "ZNF454", + "ADRA1B", + "UCK2", + "FAM170B", + "LOC151760", + "ARMCX1", + "RIN1", + "MT1JP", + "CDH16", + "ANGPTL4", + "MMP8", + "DPPA2", + "ADAMTS5", + "IRX5", + "FAM120B", + "PAGE1", + "CD300E", + "ARHGAP19", + "OVGP1", + "SUPT16H", + "MECR", + "CDK6", + "CREBL2", + "AGL", + "CLPSL2", + "AJM1", + "RNF185", + "FGF17", + "BMPR2", + "CCDC144CP", + "TP73", + "ADORA2A", + "IL12RB1", + "KANSL2", + "AASDH", + "C6orf118", + "CEMP1", + "ALDH3A1", + "CSNK1A1L", + "IL6ST", + "CSE1L", + "GIGYF1", + "ANXA3", + "AFG2A", + "SPACDR", + "HCCS", + "AGBL1", + "ALDH1B1", + "KDM5D", + "CCNE2", + "AKAP11", + "CTPS2", + "C1QL2", + "FKBPL", + "DMAC2L", + "APRG1", + "GEMIN4", + "CLTC", + "SNORD113-9", + "CALML3", + "LTB4R", + "ARMCX5-GPRASP2", + "ASB5", + "CCL27", + "HDX", + "BAG6", + "FASTKD5", + "COX14", + "CERS5", + "EIF4ENIF1", + "CHRDL1", + "BLVRB", + "ADCY6", + "OR6C76", + "OR4S2", + "SPESP1", + "LOC728715", + "TTTY9B", + "EHD3", + "HRNR", + "SGPP1", + "DISC1", + "CUL3", + "CYP4Z1", + "CCT3", + "MYO1G", + "HCG27", + "CDKN2A", + "DRC12", + "C2orf15", + "CRMP1", + "KCNT2", + "SMPDL3B", + "KIR2DL1", + "NR0B2", + "CLRN3", + "CCKAR", + "DNAJB3", + "CFAP61", + "LOC727884", + "CCBE1", + "ERVFRD-1", + "FAM221B", + "LIMD1", + "ATP5MJ", + "LSS", + "CYP7B1", + "FBXO24", + "SCGB3A2", + "PCDHGB8P", + "VXN", + "CALCOCO2", + "NME2P1", + "HOXD9", + "H4C4", + "RNASE3", + "CALHM1", + "ACTB", + "RUBCNL", + "RFC3", + "STX5", + "CHD5", + "TP53BP2", + "TTLL10", + "GUSBP14" + ], + "Coefficient": [ + 0.04216401698437746, + 0.03655055923019866, + 0.03259722142746888, + 0.03216834930077476, + 0.0315804492369213, + 0.03068120748404537, + 0.027133751877901922, + -0.027057618731529218, + -0.02660609116963156, + -0.0263054143042758, + -0.025921565597828555, + -0.025385704584142885, + 0.025100362051004445, + 0.024821083279427097, + -0.024817935183104968, + -0.02457203992443155, + 0.023897780543186746, + 0.02324245880418797, + -0.023048437592743925, + 0.02292171619773898, + 0.02279504514612289, + 0.022602337572079308, + 0.02237550437358511, + 0.02232256453207809, + 0.02213786190077445, + 0.02195990721697961, + -0.021880736867067103, + -0.02165746593362778, + -0.02080800094996649, + -0.020702594327022966, + -0.01994677662870785, + 0.019435121021972555, + 0.018891120258269917, + -0.018796466231793537, + -0.01867904394632355, + -0.01848274654052839, + 0.017906488214609207, + 0.017896577276108393, + -0.017479872268870232, + -0.017341320990318876, + -0.017300232514220703, + -0.017189885709704898, + -0.017084731311928215, + -0.01702308928652241, + -0.01676457452523313, + 0.016393263573821107, + -0.01567390747983335, + 0.015469893495280392, + 0.015303745538689972, + -0.015300314369711384, + -0.015163903493354272, + 0.015136856332552915, + -0.015035366141375699, + 0.0148318264116363, + 0.014700501976721632, + 0.01456891796352995, + -0.014409684058681696, + 0.01420282384738782, + -0.014171167128433235, + 0.01403887837992356, + 0.01401081582317146, + -0.013790683416613212, + -0.013407225728176509, + 0.013254103709105885, + 0.013248320372413587, + 0.013129216067036638, + 0.013082112485142603, + -0.013077193737797836, + -0.012689942254342489, + 0.012490899249263781, + 0.012371142383092466, + -0.012370431450386086, + -0.012247289530992553, + 0.012121201835362127, + 0.012036541411064357, + -0.011969940061947484, + -0.01196146447693339, + 0.011891980154350671, + 0.011800230158550513, + 0.011616053783796525, + 0.011583162648732326, + 0.011555630624881056, + 0.011292198993176506, + -0.011186545181032445, + 0.011145685155972673, + -0.01114552663441165, + -0.011111878773704398, + -0.011108046659358089, + 0.010993598422248185, + -0.010993590878526863, + -0.010861681859838112, + -0.010831073121965174, + -0.010732324073999076, + -0.010684968136011233, + 0.010609376012278189, + 0.01039899565818035, + 0.01033306303197851, + 0.010328402920783198, + 0.010127436777674989, + -0.010112442858262276, + -0.010015338921156221, + -0.010014480113360629, + -0.00994138481325301, + -0.00993690518914331, + 0.009905604504991086, + 0.009867199782544644, + -0.009851990215676404, + 0.009813161716767195, + -0.009771667888464414, + -0.009751957234721062, + 0.009725762129081408, + -0.009714988401861926, + 0.009540978551688954, + 0.00950821304723632, + -0.009442384526152528, + -0.009239783856257143, + 0.00920879371890769, + 0.009189930546082184, + 0.00911799293942722, + -0.00911540443922103, + 0.00910021734642286, + 0.0090588541193894, + 0.00896752487446272, + 0.008897527203060527, + 0.008881535927011493, + 0.008830511729013396, + 0.008824118720999027, + -0.008759649879311986, + 0.00874724018295895, + 0.008740907219842933, + -0.008710266359349704, + 0.00863968303054684, + -0.008470669534781709, + -0.008469131010952554, + -0.008452512962050828, + -0.008425446653475282, + 0.008406809181664749, + -0.00838618871646461, + 0.008224901756824735, + -0.008205337249238553, + -0.008153614921626095, + -0.008145525610188439, + 0.008111897866369155, + 0.008106706186058304, + 0.00807428946593754, + -0.008004967004719506, + 0.007997835139792856, + -0.007962487666081241, + -0.00794894247368518, + 0.007944456698528264, + -0.00794352821558127, + 0.007747174444121322, + -0.007730777420779885, + -0.0076794216114075345, + -0.007649549624602552, + -0.007589875758739599, + 0.007558736628605217, + -0.007482825695421883, + 0.007473761879962846, + 0.007358156530820529, + 0.007234754054425218, + -0.007194147086277855, + 0.0071438316708416355, + 0.007108333289917684, + -0.007069222974038495, + 0.007062676239529333, + -0.007025273367169713, + -0.00700579979009446, + -0.006999062179719071, + 0.006989182533555256, + 0.006966026452768661, + 0.006938768575811447, + -0.006924449928258933, + 0.006826092359589303, + 0.006822456194837163, + -0.0067964110690414276, + -0.006766511176183743, + -0.00674311869544908, + 0.006736518404426554, + 0.006704661952036787, + 0.006697393304950463, + 0.0065652612302731905, + 0.006551874707488538, + -0.006458344545073466, + 0.006435581186239091, + 0.006406817031831871, + 0.006355074031248065, + 0.006273359235170527, + 0.006264082043098297, + 0.006233555948275647, + -0.0061981891905182615, + -0.006106706556143456, + -0.006089612799786393, + 0.0060506292433187645, + -0.006005211351494875, + -0.005996028455553629, + 0.0059893802136524, + 0.005981945944424826, + 0.005930963910873751, + 0.005922412254905364, + -0.0059131867899250455, + 0.00590003725851003, + -0.005899616253111425, + -0.005867121983098238, + -0.005846800231156229, + 0.005715640121937142, + -0.005692419874896257, + -0.005687310730358627, + -0.005662913646253661, + -0.005588146311933267, + 0.005580888429556407, + 0.005567038881036282, + 0.005550259490899756, + -0.005548887276385353, + 0.005536108525214131, + -0.005500236684682613, + 0.005404411277659932, + -0.005374935542962136, + 0.005331972643130985, + 0.005320095652090971, + -0.005244660197782632, + 0.005239156826363278, + 0.005218385353824351, + -0.005175745950814706, + 0.005155100469307694, + 0.005153357651135756, + -0.005129570523713907, + 0.005092249876371031, + 0.005089368649372294, + -0.005073936753275452, + -0.005057986983833505, + 0.005026767513423052, + -0.005013424749384946, + 0.005010551024281014, + 0.004980846350292369, + 0.0049712908581639285, + -0.004970828870022226, + 0.004947328507623372, + -0.004909336839793385, + 0.004841901878616914, + -0.004821552930595888, + -0.0048054627314404, + 0.004791993011567916, + -0.004741746527498962, + -0.0047407313032271185, + -0.0047391695229597516, + 0.004727760110949448, + -0.004707934052280814, + -0.004681188586811347, + -0.004664217443084581, + 0.004658835075615088, + 0.004620598609533402, + -0.004619682058038445, + -0.0045912208396311745, + -0.004575472340171636, + -0.0045732625868702605, + -0.004564871631608352, + -0.004539943955592224, + -0.004516721767956339, + 0.004508493528561392, + -0.004490913119722371, + 0.004478976207591863, + -0.004439798600470005, + -0.004402816138451239, + -0.004361931170451189, + -0.00435932567444984, + 0.004294625767559939, + 0.004278439493238567, + 0.004269797180881858, + -0.00425516653394176, + 0.004250001464271882, + -0.004213350615863876, + -0.004178529296727868, + 0.004156294627697829, + -0.004140005812071678, + 0.0041257263792887165, + -0.0040921477665846065, + -0.00407237178240041, + -0.004065855573177536, + 0.004064467075582931, + 0.0040462092472827735, + -0.004039898747995325, + -0.004034347847006216, + -0.004031383529679586, + -0.00400433136008462, + -0.003994523358067531, + -0.0039806155464540745, + 0.00395863379221649, + 0.0039021364746739612, + 0.003886081821933023, + 0.0038783243428418502, + -0.003860121029780025, + -0.0038448633604201855, + 0.003842101412094884, + 0.003832219213733705, + 0.0038087074865500534, + 0.003794335512172411, + -0.0037699007436841603, + 0.0037484821131782563, + -0.003738359803028246, + -0.003727591613645646, + 0.0037261281845550388, + -0.0037134098205943286, + -0.0037130385291429297, + -0.003710910237243077, + -0.003704663216520457, + -0.003700606580668048, + -0.003690873228910217, + -0.0036802359408346485, + 0.0036609516676768756, + -0.003628477926140828, + 0.0036259674444855464, + 0.0036184654595994136, + -0.003615914380019724, + -0.003599970044970839, + -0.0035921790541407713, + -0.0035912460388451578, + 0.003569161156270128, + -0.0035660897779175695, + -0.003546950326086544, + -0.0035450699028964014, + 0.003543686287108412, + -0.0035368527595475716, + 0.0035009962759475033, + 0.0034999108885001348, + -0.003485438049466722, + -0.0034712697575240356, + 0.003454487119056355, + -0.0034440326222194596, + 0.003432723188015547, + 0.0034294787875183553, + 0.00342621588928439, + -0.0034070672283226335, + 0.003404804145729896, + 0.0033465204387971696, + 0.003302265352949762, + 0.0032945713049450263, + -0.0032859594001206317, + -0.003284419174825399, + -0.0032764377162862717, + 0.0032689500477814585, + 0.00325351386269272, + 0.0032520414588925128, + -0.0032379759806133485, + -0.003229967045111635, + 0.00322709605429135, + 0.003203064085347073, + -0.0031981488187661435, + 0.003181258366430214, + 0.0031760710491281945, + 0.0031634523781326074, + 0.0031563792257712667, + -0.0031496934491575287, + -0.0031468904089968657, + 0.003146641046069606, + 0.0031418230326921656, + -0.0031371029500673045, + -0.003105606854221446, + -0.0031022335096573123, + 0.003082070203429845, + 0.0030525490222132793, + 0.003046585072578017, + -0.0030250675689864636, + 0.0030056814850472832, + -0.0029937693490571155, + 0.002983488150038327, + -0.002975724905693993, + -0.0029724565413856005, + -0.0029678726414493115, + -0.002959610960924431, + 0.002954606383256916, + -0.002941790824804304, + -0.0029400332808620917, + 0.0029361303082405983, + -0.0029268310715473774, + 0.0029257239680821772, + 0.0029209639161626466, + -0.002918846418872373, + -0.002918761052945805, + 0.0029071946504173113, + -0.0029025011171606965, + 0.002882138258014794, + 0.002879546988238518, + -0.002865956425514907, + 0.0028591280287874623, + -0.002850435458239415, + 0.0028358406488676064, + 0.002835277546292431, + -0.002829920942580009, + 0.0027968355758404306, + 0.002796204794380598, + 0.002791745835728429, + 0.002789479975815928, + -0.0027843988386563943, + -0.0027815859931727195, + 0.002768863988225824, + 0.002742237619717692, + 0.0027390703491278466, + -0.002730072789451321, + 0.0027298669669995907, + -0.0027191390809666546, + -0.0027013856701011496, + -0.002699345694778107, + -0.0026904874467090826, + -0.002688861844739752, + 0.0026720219812384318, + -0.002657883681788988, + 0.0026476633067133546, + -0.002643420040657727, + -0.0026212726789096156, + -0.002619272755208225, + 0.002599612524057757, + 0.002592191581273114, + -0.002588197440414294, + 0.0025787358263149153, + 0.0025625630145495936, + 0.002550840049221475, + -0.002532878543546348, + 0.0025149792524346553, + -0.002504324504703586, + -0.0025004288275438874, + -0.002493855076742814, + 0.0024911517468803267, + 0.0024666738534676437, + -0.002462018336255495, + -0.0024477579381602752, + -0.0024407941236778852, + 0.002439872579350982, + 0.0024329415126357924, + 0.0024250559417405473, + 0.0024239988574962915, + -0.0024191306266333227, + 0.002418366989985864, + -0.0023916681264340408, + 0.002372223338206417, + 0.0023583070780955804, + 0.0023538761025000995, + -0.0023495993545489986, + -0.0023242073870863708, + -0.0023138651208155525, + 0.0023047228907241805, + 0.0022869079057684346, + 0.0022657527197728474, + 0.002262967904103454, + 0.0022627011668081318, + 0.0022515785519874147, + 0.002240138939452858, + -0.0022341214219575743, + -0.0022265564526197583, + -0.0022247570171061593, + 0.002215178260097818, + 0.0021964309053120897, + 0.0021911348373996244, + 0.002178060630527848, + 0.00217716949833848, + 0.0021694567907710864, + 0.002162491733444802, + -0.0021572483883643967, + 0.002147801720704736, + -0.002147320423560166, + -0.002138929684951594, + -0.002135848687085614, + -0.0021145796544339694, + -0.0021044385392071287, + -0.002100087998479789, + -0.002098327925801696, + -0.002093030432796571, + 0.0020873105941033145, + 0.0020544263481927297, + 0.002046597324842195, + -0.0020442773000828936, + -0.0020431243952320636, + -0.002039658582464019, + 0.0020386621072603526, + 0.0020146713812286368, + 0.0019811261707262987, + 0.0019689714274888797, + 0.001951164238060129, + 0.0019495255077004584, + 0.0019375360149181799, + 0.0019370861188579228, + 0.001927715390121482, + -0.001889170294979674, + -0.0018863943348788254, + 0.001881270577781015, + 0.001874772573363528, + 0.0018609449222091626, + 0.0018544250790195201, + 0.001831888554150144, + 0.0018285080594317806, + 0.0018266019508607419, + 0.001807480713967568, + -0.0018015418272520228, + -0.001798829663454156, + 0.0017964461716469468, + -0.0017959928779911973, + 0.001795150046969189, + -0.0017882954550453318, + 0.001787208371019786, + 0.0017763563060851956, + 0.001773453758604569, + 0.00176874716880092, + 0.0017656941898423584, + 0.0017577471105299145, + -0.001752690130955627, + 0.0017472911928152416, + 0.0017440376097861746, + -0.0017387716937180067, + 0.0017289509284031382, + -0.0017241863393860075, + 0.0017160264725360184, + -0.0017128053910769887, + -0.0017120544717173932, + -0.001707044622674853, + -0.001698866436664701, + 0.0016958455690576802, + -0.001684907241398136, + 0.0016827760638577186, + 0.0016776220497096753, + 0.001671452667176703, + 0.001670213432090194, + 0.0016618102471383897, + 0.0016583376564780438, + 0.0016582172858627198, + 0.0016577014507208696, + 0.001654010452379162, + -0.001651904733946683, + 0.0016463992085841324, + 0.0016451463242690106, + -0.0016448212316903276, + -0.0016406125018900886, + 0.001632078008461346, + -0.0016300169339311063, + -0.001617970897814112, + -0.0016118068580060062, + -0.0016071559029737109, + -0.0016035761452784596, + 0.0015926014498717834, + -0.0015893978324382323, + -0.0015864024261663776, + -0.00157307037054887, + -0.001567684357284936, + 0.0015626597425302047, + 0.0015590935428444475, + 0.0015531291041211402, + 0.00155267705801137, + 0.0015467042909178717, + 0.0015453079905885156, + -0.0015434350851973179, + 0.0015396384015656092, + -0.0015380595774184234, + -0.0015212084068512313, + -0.0015176319843700132, + 0.0015159413640617487, + 0.0015135284608141434, + -0.0015075797042770856, + -0.0015040721251525706, + -0.0014980484246415347, + -0.0014973955411495797, + 0.0014779548757568636, + 0.0014686639450412512, + 0.0014618467159286798, + -0.0014507730120723447, + -0.0014306214259885916, + -0.0014256789527485874, + -0.0014214389065477682, + -0.001416403171150705, + 0.0014061563048049744, + -0.0014022646986382584, + -0.0013973882484612503, + -0.0013846754071260275, + -0.001374842924032676, + -0.001374497391560002, + -0.0013675353037975037, + 0.0013672438493461299, + 0.0013620764501260257, + 0.0013522277380466179, + -0.0013418896565001496, + -0.0013327590551967417, + -0.0013310917483453952, + -0.0013306239168595188, + 0.0013268070626845693, + -0.0013244943401295672, + 0.0013190807698972413, + 0.0013176884111914975, + 0.001316702882888124, + -0.00131644754233813, + 0.0013124218341735998, + 0.0013102152460936502, + -0.001293766800187379, + -0.0012862562311765186, + -0.0012780647300651721, + 0.0012749523964510096, + -0.0012746073325313988, + -0.0012737652007766902, + -0.0012729616748806624, + 0.00126911018904458, + 0.0012646857159665523, + 0.0012615874489443123, + 0.001260967397606915, + 0.0012496586376832812, + -0.0012344514344932384, + -0.0012333349410585657, + -0.0012327977478221246, + -0.0012312326751686932, + 0.0012204039119430375, + -0.0012151019535075133, + -0.0012103840636621067, + 0.00120836895991307, + -0.0012043973380668814, + -0.0012030667595104188, + -0.0012029262234249049, + -0.0012014920418276184, + 0.0012001048090034864, + 0.0011930979522886491, + 0.0011908469922459663, + -0.0011877426378391694, + 0.0011869287069987428, + 0.0011859704272461139, + 0.0011808672268402243, + 0.001171895379068529, + -0.0011716414651279441, + -0.0011661682432604875, + -0.001155336720467483, + -0.001145923338298017, + 0.001143685252095343, + 0.0011374858433391118, + 0.0011366608681786787, + 0.0011238234017985104, + -0.0011217699200402002, + 0.0011134290148273303, + -0.001112868225302183, + -0.0011117157749002823, + 0.0011094122641322414, + 0.0011032875592575854, + 0.0011032699286428783, + 0.0010871630704788113, + 0.0010863738745202714, + 0.0010750131686304621, + -0.001070737435851703, + 0.0010705891255326288, + -0.0010651111468836696, + -0.0010644125765651299, + -0.0010621254594807656, + 0.0010545578778450727, + -0.0010544368570004653, + 0.0010541815743623907, + -0.0010537180623247694, + -0.0010536658573193178, + 0.0010534946709158794, + 0.001041291210962159, + 0.0010380141577025525, + 0.0010375611561886495, + 0.0010297607764375612, + -0.0010272505844710126, + -0.0010204734169301042, + 0.0010182269750982538, + 0.0010158089855787534, + -0.0010090290263236215, + -0.001007970889118159, + -0.0010077098520786135, + -0.0010039039903321407, + 0.001002910030995703, + 0.0010017108333542234, + 0.0010014183759911232, + 0.0009941316993578825, + 0.000989345909041629, + 0.0009880751194317515, + -0.0009828590540316188, + 0.000977570028466515, + 0.0009763126463318083, + -0.0009740311987591067, + -0.0009628469964505008, + 0.0009559033710089133, + 0.000953944699263568, + 0.0009534341577489571, + 0.0009474034002887726, + 0.000939938744299233, + 0.0009367692098567076, + -0.0009364921173223636, + 0.0009357141761127124, + 0.0009323785309835582, + 0.0009317157177042626, + 0.0009237595576451557, + 0.0009220580196094702, + -0.00091442271172809, + 0.0009040966956777346, + 0.000903984312411655, + -0.0009039395741525545, + 0.0009014719580392165, + 0.0008816923865025738, + -0.000880718563657838, + -0.0008767741883132939, + 0.0008705991601060828, + 0.000865957108345915, + -0.0008636535961046133, + 0.0008580587218093726, + -0.000855342382846826, + 0.0008552796715224802, + -0.0008508100807468603, + -0.0008432931569361243, + 0.000841714362545111, + -0.0008359372379447023, + -0.0008285164659626768, + -0.0008271110619707742, + 0.0008261071362077344, + -0.0008234354773117668, + 0.0008230801282984212, + 0.0008219512633215961, + -0.0008218809669133131, + -0.0008179360613470478, + -0.0008158297753627056, + 0.000807231453348711, + 0.0008021520315898504, + 0.0008016534266605923, + 0.0008012530405955534, + -0.0007992194699567238, + 0.0007972219673338801, + 0.0007932706525149393, + -0.0007863384502828983, + -0.0007859812455968472, + 0.0007850835449034591, + -0.0007739269355841872, + -0.0007692160172053028, + 0.0007686786581358317, + -0.0007628757710544937, + -0.0007603042863536427, + 0.0007595709360113885, + 0.0007581801495503212, + 0.0007551847066078228, + -0.0007545841873663561, + 0.0007543363808691435, + -0.000753876438672431, + 0.0007528120286671144, + 0.000749440125768665, + -0.0007493054263447132, + 0.0007469327548837819, + -0.0007366695895373538, + -0.0007328399747129475, + -0.0007320914550536982, + 0.0007284278680618344, + -0.0007240219969841456, + -0.0007227956652933044, + -0.0007227404687765971, + 0.0007206425007303519, + -0.0007166720030034864, + -0.0007155653767862058, + 0.0007133967567624266, + -0.000705654607107068, + -0.0007047706493024604, + 0.0007042455766463831, + 0.0007036246913097135, + 0.0007005901397561924, + -0.000694619312425101, + -0.0006929290128592692, + -0.0006889185368603341, + -0.0006879052849648396, + -0.0006861406560864901, + 0.0006822639583251226, + -0.0006677678664892468, + 0.0006658210744404432, + 0.0006596509926826688, + 0.0006494336071894589, + 0.0006471980166273042, + 0.0006450061346029091, + -0.0006435652168132318, + 0.0006411878058703, + 0.0006407670100048463, + -0.0006363387807401384, + -0.00062530485012792, + 0.0006248301887236974, + -0.000620180904647885, + 0.0006196635853383901, + 0.0006156485388421702, + 0.0006151135689582022, + -0.000615112581956667, + 0.0006144243186463684, + 0.000614046183920707, + 0.0006130815377051835, + -0.0006099627346984518, + -0.0006098251383339251, + -0.0006089499168686396, + -0.0006040765699001127, + 0.000604017523546454, + -0.0005863381230693996, + 0.0005860009916386877, + -0.0005856253476342839, + 0.0005856132064935153, + -0.0005854013154288958, + -0.0005825465235676542, + 0.0005769148075973488, + 0.0005744645754978284, + 0.0005712179370396681, + -0.000569979164270101, + 0.0005658253697416405, + 0.000564782807572037, + 0.0005632711702501524, + -0.0005576607900269674, + -0.0005571482696010614, + -0.0005515705587714328, + 0.0005505268535272143, + -0.0005504880006996479, + 0.0005484157377391754, + 0.0005482766427385159, + 0.0005452354253233803, + 0.0005435522982763163, + 0.0005417156591041698, + 0.0005394244153810484, + -0.00053581584549927, + 0.0005302298993406305, + -0.0005298563119417517, + -0.0005296993569245249, + -0.0005277996830546764, + -0.0005260292232957172, + -0.0005224428417034719, + 0.0005220869019969782, + 0.0005115203115579017, + 0.0005108113255564592, + -0.0005094699537422613, + -0.0005079301022691479, + -0.0005075030439668012, + 0.0005067755984287338, + -0.0005031313439472418, + -0.0005018759740843927, + 0.0004982929202735674, + -0.0004977187779554316, + 0.0004947747902503033, + -0.0004925736366868526, + 0.0004913841144571584, + 0.0004898603182181599, + 0.000484133491639696, + -0.0004835473318411883, + 0.00048325835147671674, + -0.0004773597229798474, + 0.000476135548242522, + -0.0004756215887421704, + 0.0004742495882369531, + -0.00046863159404279727, + 0.00046776410816668765, + -0.0004676570267224369, + 0.0004662270261558607, + -0.00046151841709332034, + 0.0004615124521862406, + -0.0004601534950078931, + -0.00045814658911456197, + 0.00045694204782566265, + 0.0004567696844628069, + 0.00045297824406726183, + -0.0004498323772812055, + 0.00044676875297826573, + 0.00044308586291741115, + -0.0004416567078220745, + 0.0004396323779448741, + -0.00043900324557536444, + -0.00043675078620763384, + -0.00043625123709608134, + 0.0004357173761240798, + 0.00043357360465133023, + -0.00043259997831245214, + 0.0004313966548157554, + 0.00043077238647621117, + -0.00042559589671179143, + -0.00042090538490778073, + -0.0004145699346073568, + -0.0004127181767412093, + 0.00041262074244359607, + 0.0004122694465212635, + 0.00041153730745253306, + -0.0004114603244599272, + -0.0004070924990786481, + -0.0004013755957464564, + -0.00040118828352904055, + 0.00039884830936813656, + 0.00039575355737211194, + 0.00039119104098602706, + 0.00039116823775133084, + 0.000388040438952142, + -0.0003869238199064721, + -0.0003851625872628149, + -0.0003746451594233147, + 0.0003729636797995635, + 0.00037139992298560316, + 0.0003697449084726424, + -0.0003681271114478817, + 0.0003671820657749268, + 0.00036570538830282384, + 0.0003653893197965981, + -0.00036358734314966094, + -0.0003616245140321923, + 0.00036078293215634406, + -0.00035722948298732774, + 0.0003560255003520117, + -0.000355453800412048, + -0.00035082218065436835, + 0.0003463355917501111, + 0.0003460561399215278, + -0.00034488225139655106, + 0.00033702558917173545, + -0.00033112686080630086, + -0.0003282956286637621, + 0.0003281757270200325, + -0.0003267441401924627, + 0.00031452064095229557, + -0.00031099942443642287, + 0.0003097383354457116, + 0.0003056218216945892, + 0.00030461339361373017, + 0.00030401947278477676, + -0.0003037317810613859, + 0.00030073807120975944, + -0.0003003885497714032, + 0.0002982532831712725, + -0.0002966378329245313, + -0.00029297992191493194, + -0.00029051927518268885, + -0.0002886021780366165, + -0.00028708781637442655, + 0.0002835144818136035, + -0.000280345739230991, + 0.00027948369855360745, + 0.00027908026325517495, + -0.0002743647553026892, + -0.00027345089790753365, + 0.00027156933548725884, + 0.00026629862799785163, + 0.00025844907786273975, + -0.0002581199348867319, + -0.0002554213089678058, + -0.0002552826828716656, + -0.0002542355030417359, + -0.0002536531170260878, + 0.00025073008642106443, + -0.0002505470622072797, + 0.00024806654766656555, + 0.00024803715530386227, + 0.00024715972305886923, + -0.00024661980852302783, + -0.0002416081740510325, + 0.00024121468036683377, + 0.00023875754244494487, + 0.00023723327358135941, + -0.00023496727492300864, + 0.00023384500291198957, + -0.0002330765550387, + 0.00023209179929132196, + 0.0002301018995610149, + 0.00022898055998792075, + -0.00022828163702200225, + -0.00022101313843931274, + -0.00022020720253869628, + 0.00021921036318722043, + 0.00021833268410540919, + 0.00021635095038115425, + -0.00021450806441129655, + 0.0002132228140648167, + 0.00021035618410975913, + 0.00020897189779741038, + 0.0002079836536365144, + 0.0002070595828809087, + -0.00020585880331119985, + -0.00020380911737494695, + -0.00020226089025283258, + 0.00020104831151780906, + 0.0002009719305247674, + 0.00019758333974180683, + 0.00019741066595226704, + -0.00019707566756184156, + 0.00019282500856215694, + -0.00019004516389396135, + -0.00018924616171874922, + 0.00018883197977026466, + -0.00018839119806420685, + -0.00018283064898818444, + -0.0001809328571590748, + -0.00018090100771597014, + 0.0001798447767698204, + -0.0001782907824332007, + 0.0001760133060656465, + 0.00017549903279628486, + 0.0001752255556122032, + 0.00017457359311627915, + 0.00017356426280476064, + -0.00017328454885856372, + 0.00017236880909166576, + 0.00017154359938012807, + -0.00017144601814490408, + 0.0001694177582387488, + 0.00016847163041842155, + 0.0001649546228332384, + 0.00016214957112539976, + 0.0001603387408689072, + 0.00015996734732669712, + 0.00015755833127590148, + -0.0001570859734788947, + 0.00015652229273583777, + 0.00015632443525595994, + 0.00015572555922183418, + 0.00015396187218434486, + 0.00015300194062601468, + 0.00015064704427351602, + 0.0001497688752096989, + 0.00014918535971945667, + 0.00014902450885687476, + -0.0001462293835176991, + -0.00014554433719790653, + -0.00014548583755441338, + -0.000144945241719838, + 0.00014452942212597064, + 0.00014385617438705545, + -0.00014384082433015907, + -0.00014292464716777692, + 0.0001428854944859243, + -0.00014271533643098219, + -0.00014255441653095323, + 0.0001416016574712943, + 0.00013908181236959934, + 0.0001384388231846829, + -0.00013816815553692916, + -0.00013659870706745825, + -0.0001354023435324669, + -0.00013501086935174974, + -0.00013366174882482754, + -0.00013319130677180992, + 0.00013227141398935408, + -0.00013213630687692696, + -0.00013172071141542586, + -0.0001317139977741701, + -0.0001311866605455229, + 0.00013086054459377226, + -0.00013019929084437498, + 0.0001299680068726273, + -0.0001292036548893928, + 0.00012800766156972497, + -0.00012718931902126447, + -0.00012442410193729223, + 0.0001242138291007363, + 0.0001239711660106031, + 0.00012392200574143963, + -0.000123374789367145, + -0.00012208355880727437, + -0.00011917399565426291, + 0.0001189336502678207, + 0.0001186089040525276, + 0.00011718940461101579, + 0.00011674589267974065, + 0.00011660196082218546, + 0.00011607031103754765, + 0.00011508649520600855, + -0.00011475709764384682, + -0.00011349046844473003, + 0.00011297559684406748, + -0.00011296443449361898, + -0.00011296020856446808, + 0.00011211210608728045, + -0.00011104576160108002, + -0.00011010221776022548, + -0.00010778818274259871, + 0.00010496371167989528, + 0.00010456664831959274, + 0.00010385293091605681, + 0.0001032303538666185, + 0.00010307049224393558, + -0.00010240439076698767, + 0.00010041116166334934, + 9.979909844786153e-05, + 9.781165425050852e-05, + -9.778182842994276e-05, + 9.727381706072145e-05, + -9.718273178522539e-05, + -9.522970682910877e-05, + -9.446340109184173e-05, + -9.361469023764552e-05, + -9.361246995006599e-05, + -9.303224871952168e-05, + -9.290988772955519e-05, + 9.27565406899424e-05, + 9.184988161224262e-05, + -9.168955312200911e-05, + -8.976485953548179e-05, + -8.840743035572939e-05, + 8.826988584315e-05, + -8.759723412645133e-05, + -8.667643121697133e-05, + 8.653984463101912e-05, + 8.593724193181288e-05, + 8.271596291826589e-05, + 8.146689566192891e-05, + -8.019129871401373e-05, + 8.003617982275353e-05, + 7.982594524099077e-05, + -7.937023809185642e-05, + -7.911961457394344e-05, + 7.88900883902661e-05, + 7.855746443326358e-05, + 7.81344321277878e-05, + 7.74908649698231e-05, + 7.633392734786995e-05, + 7.535502692487331e-05, + -7.430828255335067e-05, + 7.406076300704937e-05, + -7.181139584204578e-05, + -7.17745767178274e-05, + 7.157396984533947e-05, + 7.118522450445267e-05, + 6.988754087055278e-05, + -6.841602020856124e-05, + 6.823122706166104e-05, + 6.795771015556697e-05, + 6.768081337557076e-05, + 6.639035550309261e-05, + -6.589474727311298e-05, + 6.577655763650677e-05, + 6.40614616362546e-05, + 6.346017676205331e-05, + 6.332821984649157e-05, + 6.304504827354317e-05, + -6.296984074804407e-05, + 6.268957008325177e-05, + -6.253648808555698e-05, + -6.24517664888932e-05, + 6.1239384279594e-05, + 6.071694247761596e-05, + -5.8741359864489254e-05, + -5.863818004116747e-05, + -5.72118611313221e-05, + 5.686039928606609e-05, + -5.6508824258616705e-05, + -5.4822078236181224e-05, + 5.429820866523097e-05, + 5.36375174182277e-05, + 5.335002802622112e-05, + 5.1993004464607356e-05, + 5.1740278143497664e-05, + 5.130759178485764e-05, + -4.981574766129898e-05, + 4.946845468223826e-05, + 4.934854115550521e-05, + 4.8787726690836384e-05, + 4.8394241392401535e-05, + -4.7425329702107644e-05, + 4.741356238977319e-05, + -4.5420457247484994e-05, + -4.373072746871594e-05, + -4.3638096722698344e-05, + -4.338555888338652e-05, + 4.282223315051408e-05, + -4.17981369825606e-05, + -4.170956181236435e-05, + 4.157367689325851e-05, + 4.115216674073236e-05, + 4.099078556281266e-05, + 4.090647450262918e-05, + 3.929022629135779e-05, + 3.92516392864824e-05, + 3.9233894130692516e-05, + -3.833779289964546e-05, + 3.822452371534429e-05, + 3.724390062368302e-05, + -3.681485617747761e-05, + -3.660713332540299e-05, + 3.6369068422147956e-05, + 3.565290911642271e-05, + 3.556631649783303e-05, + 3.466284419878432e-05, + 3.3943013174427244e-05, + -3.279957829239033e-05, + 3.245950733749386e-05, + -3.243588467482155e-05, + 3.214359806603546e-05, + -3.146195637054616e-05, + -3.042429727874453e-05, + -3.0406081778393515e-05, + 3.009627052782388e-05, + -2.9203074386736735e-05, + -2.835121014795619e-05, + -2.6652890950424617e-05, + -2.564236069301697e-05, + 2.5358661068918593e-05, + 2.534320202581555e-05, + -2.4862588452766566e-05, + 2.456250752862568e-05, + 2.289655623922966e-05, + 2.2744393258833414e-05, + 2.2691436430517936e-05, + 2.1942479821226243e-05, + -2.1711576920465068e-05, + 2.152258944237053e-05, + 2.1508746047953092e-05, + -2.0350382404015514e-05, + 2.0094474662785152e-05, + 2.0024785073484005e-05, + 1.9649069805619287e-05, + 1.9339243415020368e-05, + 1.895245829970658e-05, + -1.825030689364678e-05, + -1.781606901263669e-05, + -1.7689652844455995e-05, + 1.7356973749994847e-05, + 1.5497780876831256e-05, + 1.4929792317668872e-05, + -1.4816567677449485e-05, + 1.4052735063450741e-05, + -1.3897794852536098e-05, + 1.3871601115450293e-05, + 1.2400262262196252e-05, + 1.1881136112902111e-05, + -1.174328412900907e-05, + 1.1409740389800715e-05, + 1.1280243393285871e-05, + 1.0956380595625308e-05, + 1.0718474859790849e-05, + -1.0414152247280655e-05, + -1.0070782890298844e-05, + -9.43299117065538e-06, + 9.319010441422383e-06, + 8.423806638969324e-06, + 8.114907608619996e-06, + 7.91462809274022e-06, + 7.566307804326719e-06, + 7.1912781523522594e-06, + -7.187653638555063e-06, + 7.099053779581128e-06, + -6.615717039733876e-06, + 6.458689801872627e-06, + -6.458443327578279e-06, + 6.17207327863559e-06, + 5.49495672503026e-06, + -4.784521381927533e-06, + 4.512664592779982e-06, + -4.426154222436039e-06, + 3.692334170593725e-06, + -3.676428892380888e-06, + 3.573309955795313e-06, + -3.087424645868392e-06, + 3.0467955407646384e-06, + 3.0268997588235985e-06, + 2.8883094726919755e-06, + -2.7717069593644342e-06, + -2.5809061885691677e-06, + -2.2621412610896457e-06, + 2.101756276978569e-06, + -1.8163015635838667e-06, + 9.8509365866608e-07, + -8.939218475407196e-07, + 7.056602972973809e-07, + -4.833231112347252e-07, + 4.141809654250919e-07, + -3.3828928369575296e-07, + -3.1854063997653717e-07, + -2.8654329554748447e-07, + -1.0594408839140831e-07, + 6.676878329361722e-08, + 4.550092473683823e-08, + 4.0881762381397296e-08, + 2.3164003900480997e-08, + 1.156786545865072e-08 + ], + "Absolute Coefficient": [ + 0.04216401698437746, + 0.03655055923019866, + 0.03259722142746888, + 0.03216834930077476, + 0.0315804492369213, + 0.03068120748404537, + 0.027133751877901922, + 0.027057618731529218, + 0.02660609116963156, + 0.0263054143042758, + 0.025921565597828555, + 0.025385704584142885, + 0.025100362051004445, + 0.024821083279427097, + 0.024817935183104968, + 0.02457203992443155, + 0.023897780543186746, + 0.02324245880418797, + 0.023048437592743925, + 0.02292171619773898, + 0.02279504514612289, + 0.022602337572079308, + 0.02237550437358511, + 0.02232256453207809, + 0.02213786190077445, + 0.02195990721697961, + 0.021880736867067103, + 0.02165746593362778, + 0.02080800094996649, + 0.020702594327022966, + 0.01994677662870785, + 0.019435121021972555, + 0.018891120258269917, + 0.018796466231793537, + 0.01867904394632355, + 0.01848274654052839, + 0.017906488214609207, + 0.017896577276108393, + 0.017479872268870232, + 0.017341320990318876, + 0.017300232514220703, + 0.017189885709704898, + 0.017084731311928215, + 0.01702308928652241, + 0.01676457452523313, + 0.016393263573821107, + 0.01567390747983335, + 0.015469893495280392, + 0.015303745538689972, + 0.015300314369711384, + 0.015163903493354272, + 0.015136856332552915, + 0.015035366141375699, + 0.0148318264116363, + 0.014700501976721632, + 0.01456891796352995, + 0.014409684058681696, + 0.01420282384738782, + 0.014171167128433235, + 0.01403887837992356, + 0.01401081582317146, + 0.013790683416613212, + 0.013407225728176509, + 0.013254103709105885, + 0.013248320372413587, + 0.013129216067036638, + 0.013082112485142603, + 0.013077193737797836, + 0.012689942254342489, + 0.012490899249263781, + 0.012371142383092466, + 0.012370431450386086, + 0.012247289530992553, + 0.012121201835362127, + 0.012036541411064357, + 0.011969940061947484, + 0.01196146447693339, + 0.011891980154350671, + 0.011800230158550513, + 0.011616053783796525, + 0.011583162648732326, + 0.011555630624881056, + 0.011292198993176506, + 0.011186545181032445, + 0.011145685155972673, + 0.01114552663441165, + 0.011111878773704398, + 0.011108046659358089, + 0.010993598422248185, + 0.010993590878526863, + 0.010861681859838112, + 0.010831073121965174, + 0.010732324073999076, + 0.010684968136011233, + 0.010609376012278189, + 0.01039899565818035, + 0.01033306303197851, + 0.010328402920783198, + 0.010127436777674989, + 0.010112442858262276, + 0.010015338921156221, + 0.010014480113360629, + 0.00994138481325301, + 0.00993690518914331, + 0.009905604504991086, + 0.009867199782544644, + 0.009851990215676404, + 0.009813161716767195, + 0.009771667888464414, + 0.009751957234721062, + 0.009725762129081408, + 0.009714988401861926, + 0.009540978551688954, + 0.00950821304723632, + 0.009442384526152528, + 0.009239783856257143, + 0.00920879371890769, + 0.009189930546082184, + 0.00911799293942722, + 0.00911540443922103, + 0.00910021734642286, + 0.0090588541193894, + 0.00896752487446272, + 0.008897527203060527, + 0.008881535927011493, + 0.008830511729013396, + 0.008824118720999027, + 0.008759649879311986, + 0.00874724018295895, + 0.008740907219842933, + 0.008710266359349704, + 0.00863968303054684, + 0.008470669534781709, + 0.008469131010952554, + 0.008452512962050828, + 0.008425446653475282, + 0.008406809181664749, + 0.00838618871646461, + 0.008224901756824735, + 0.008205337249238553, + 0.008153614921626095, + 0.008145525610188439, + 0.008111897866369155, + 0.008106706186058304, + 0.00807428946593754, + 0.008004967004719506, + 0.007997835139792856, + 0.007962487666081241, + 0.00794894247368518, + 0.007944456698528264, + 0.00794352821558127, + 0.007747174444121322, + 0.007730777420779885, + 0.0076794216114075345, + 0.007649549624602552, + 0.007589875758739599, + 0.007558736628605217, + 0.007482825695421883, + 0.007473761879962846, + 0.007358156530820529, + 0.007234754054425218, + 0.007194147086277855, + 0.0071438316708416355, + 0.007108333289917684, + 0.007069222974038495, + 0.007062676239529333, + 0.007025273367169713, + 0.00700579979009446, + 0.006999062179719071, + 0.006989182533555256, + 0.006966026452768661, + 0.006938768575811447, + 0.006924449928258933, + 0.006826092359589303, + 0.006822456194837163, + 0.0067964110690414276, + 0.006766511176183743, + 0.00674311869544908, + 0.006736518404426554, + 0.006704661952036787, + 0.006697393304950463, + 0.0065652612302731905, + 0.006551874707488538, + 0.006458344545073466, + 0.006435581186239091, + 0.006406817031831871, + 0.006355074031248065, + 0.006273359235170527, + 0.006264082043098297, + 0.006233555948275647, + 0.0061981891905182615, + 0.006106706556143456, + 0.006089612799786393, + 0.0060506292433187645, + 0.006005211351494875, + 0.005996028455553629, + 0.0059893802136524, + 0.005981945944424826, + 0.005930963910873751, + 0.005922412254905364, + 0.0059131867899250455, + 0.00590003725851003, + 0.005899616253111425, + 0.005867121983098238, + 0.005846800231156229, + 0.005715640121937142, + 0.005692419874896257, + 0.005687310730358627, + 0.005662913646253661, + 0.005588146311933267, + 0.005580888429556407, + 0.005567038881036282, + 0.005550259490899756, + 0.005548887276385353, + 0.005536108525214131, + 0.005500236684682613, + 0.005404411277659932, + 0.005374935542962136, + 0.005331972643130985, + 0.005320095652090971, + 0.005244660197782632, + 0.005239156826363278, + 0.005218385353824351, + 0.005175745950814706, + 0.005155100469307694, + 0.005153357651135756, + 0.005129570523713907, + 0.005092249876371031, + 0.005089368649372294, + 0.005073936753275452, + 0.005057986983833505, + 0.005026767513423052, + 0.005013424749384946, + 0.005010551024281014, + 0.004980846350292369, + 0.0049712908581639285, + 0.004970828870022226, + 0.004947328507623372, + 0.004909336839793385, + 0.004841901878616914, + 0.004821552930595888, + 0.0048054627314404, + 0.004791993011567916, + 0.004741746527498962, + 0.0047407313032271185, + 0.0047391695229597516, + 0.004727760110949448, + 0.004707934052280814, + 0.004681188586811347, + 0.004664217443084581, + 0.004658835075615088, + 0.004620598609533402, + 0.004619682058038445, + 0.0045912208396311745, + 0.004575472340171636, + 0.0045732625868702605, + 0.004564871631608352, + 0.004539943955592224, + 0.004516721767956339, + 0.004508493528561392, + 0.004490913119722371, + 0.004478976207591863, + 0.004439798600470005, + 0.004402816138451239, + 0.004361931170451189, + 0.00435932567444984, + 0.004294625767559939, + 0.004278439493238567, + 0.004269797180881858, + 0.00425516653394176, + 0.004250001464271882, + 0.004213350615863876, + 0.004178529296727868, + 0.004156294627697829, + 0.004140005812071678, + 0.0041257263792887165, + 0.0040921477665846065, + 0.00407237178240041, + 0.004065855573177536, + 0.004064467075582931, + 0.0040462092472827735, + 0.004039898747995325, + 0.004034347847006216, + 0.004031383529679586, + 0.00400433136008462, + 0.003994523358067531, + 0.0039806155464540745, + 0.00395863379221649, + 0.0039021364746739612, + 0.003886081821933023, + 0.0038783243428418502, + 0.003860121029780025, + 0.0038448633604201855, + 0.003842101412094884, + 0.003832219213733705, + 0.0038087074865500534, + 0.003794335512172411, + 0.0037699007436841603, + 0.0037484821131782563, + 0.003738359803028246, + 0.003727591613645646, + 0.0037261281845550388, + 0.0037134098205943286, + 0.0037130385291429297, + 0.003710910237243077, + 0.003704663216520457, + 0.003700606580668048, + 0.003690873228910217, + 0.0036802359408346485, + 0.0036609516676768756, + 0.003628477926140828, + 0.0036259674444855464, + 0.0036184654595994136, + 0.003615914380019724, + 0.003599970044970839, + 0.0035921790541407713, + 0.0035912460388451578, + 0.003569161156270128, + 0.0035660897779175695, + 0.003546950326086544, + 0.0035450699028964014, + 0.003543686287108412, + 0.0035368527595475716, + 0.0035009962759475033, + 0.0034999108885001348, + 0.003485438049466722, + 0.0034712697575240356, + 0.003454487119056355, + 0.0034440326222194596, + 0.003432723188015547, + 0.0034294787875183553, + 0.00342621588928439, + 0.0034070672283226335, + 0.003404804145729896, + 0.0033465204387971696, + 0.003302265352949762, + 0.0032945713049450263, + 0.0032859594001206317, + 0.003284419174825399, + 0.0032764377162862717, + 0.0032689500477814585, + 0.00325351386269272, + 0.0032520414588925128, + 0.0032379759806133485, + 0.003229967045111635, + 0.00322709605429135, + 0.003203064085347073, + 0.0031981488187661435, + 0.003181258366430214, + 0.0031760710491281945, + 0.0031634523781326074, + 0.0031563792257712667, + 0.0031496934491575287, + 0.0031468904089968657, + 0.003146641046069606, + 0.0031418230326921656, + 0.0031371029500673045, + 0.003105606854221446, + 0.0031022335096573123, + 0.003082070203429845, + 0.0030525490222132793, + 0.003046585072578017, + 0.0030250675689864636, + 0.0030056814850472832, + 0.0029937693490571155, + 0.002983488150038327, + 0.002975724905693993, + 0.0029724565413856005, + 0.0029678726414493115, + 0.002959610960924431, + 0.002954606383256916, + 0.002941790824804304, + 0.0029400332808620917, + 0.0029361303082405983, + 0.0029268310715473774, + 0.0029257239680821772, + 0.0029209639161626466, + 0.002918846418872373, + 0.002918761052945805, + 0.0029071946504173113, + 0.0029025011171606965, + 0.002882138258014794, + 0.002879546988238518, + 0.002865956425514907, + 0.0028591280287874623, + 0.002850435458239415, + 0.0028358406488676064, + 0.002835277546292431, + 0.002829920942580009, + 0.0027968355758404306, + 0.002796204794380598, + 0.002791745835728429, + 0.002789479975815928, + 0.0027843988386563943, + 0.0027815859931727195, + 0.002768863988225824, + 0.002742237619717692, + 0.0027390703491278466, + 0.002730072789451321, + 0.0027298669669995907, + 0.0027191390809666546, + 0.0027013856701011496, + 0.002699345694778107, + 0.0026904874467090826, + 0.002688861844739752, + 0.0026720219812384318, + 0.002657883681788988, + 0.0026476633067133546, + 0.002643420040657727, + 0.0026212726789096156, + 0.002619272755208225, + 0.002599612524057757, + 0.002592191581273114, + 0.002588197440414294, + 0.0025787358263149153, + 0.0025625630145495936, + 0.002550840049221475, + 0.002532878543546348, + 0.0025149792524346553, + 0.002504324504703586, + 0.0025004288275438874, + 0.002493855076742814, + 0.0024911517468803267, + 0.0024666738534676437, + 0.002462018336255495, + 0.0024477579381602752, + 0.0024407941236778852, + 0.002439872579350982, + 0.0024329415126357924, + 0.0024250559417405473, + 0.0024239988574962915, + 0.0024191306266333227, + 0.002418366989985864, + 0.0023916681264340408, + 0.002372223338206417, + 0.0023583070780955804, + 0.0023538761025000995, + 0.0023495993545489986, + 0.0023242073870863708, + 0.0023138651208155525, + 0.0023047228907241805, + 0.0022869079057684346, + 0.0022657527197728474, + 0.002262967904103454, + 0.0022627011668081318, + 0.0022515785519874147, + 0.002240138939452858, + 0.0022341214219575743, + 0.0022265564526197583, + 0.0022247570171061593, + 0.002215178260097818, + 0.0021964309053120897, + 0.0021911348373996244, + 0.002178060630527848, + 0.00217716949833848, + 0.0021694567907710864, + 0.002162491733444802, + 0.0021572483883643967, + 0.002147801720704736, + 0.002147320423560166, + 0.002138929684951594, + 0.002135848687085614, + 0.0021145796544339694, + 0.0021044385392071287, + 0.002100087998479789, + 0.002098327925801696, + 0.002093030432796571, + 0.0020873105941033145, + 0.0020544263481927297, + 0.002046597324842195, + 0.0020442773000828936, + 0.0020431243952320636, + 0.002039658582464019, + 0.0020386621072603526, + 0.0020146713812286368, + 0.0019811261707262987, + 0.0019689714274888797, + 0.001951164238060129, + 0.0019495255077004584, + 0.0019375360149181799, + 0.0019370861188579228, + 0.001927715390121482, + 0.001889170294979674, + 0.0018863943348788254, + 0.001881270577781015, + 0.001874772573363528, + 0.0018609449222091626, + 0.0018544250790195201, + 0.001831888554150144, + 0.0018285080594317806, + 0.0018266019508607419, + 0.001807480713967568, + 0.0018015418272520228, + 0.001798829663454156, + 0.0017964461716469468, + 0.0017959928779911973, + 0.001795150046969189, + 0.0017882954550453318, + 0.001787208371019786, + 0.0017763563060851956, + 0.001773453758604569, + 0.00176874716880092, + 0.0017656941898423584, + 0.0017577471105299145, + 0.001752690130955627, + 0.0017472911928152416, + 0.0017440376097861746, + 0.0017387716937180067, + 0.0017289509284031382, + 0.0017241863393860075, + 0.0017160264725360184, + 0.0017128053910769887, + 0.0017120544717173932, + 0.001707044622674853, + 0.001698866436664701, + 0.0016958455690576802, + 0.001684907241398136, + 0.0016827760638577186, + 0.0016776220497096753, + 0.001671452667176703, + 0.001670213432090194, + 0.0016618102471383897, + 0.0016583376564780438, + 0.0016582172858627198, + 0.0016577014507208696, + 0.001654010452379162, + 0.001651904733946683, + 0.0016463992085841324, + 0.0016451463242690106, + 0.0016448212316903276, + 0.0016406125018900886, + 0.001632078008461346, + 0.0016300169339311063, + 0.001617970897814112, + 0.0016118068580060062, + 0.0016071559029737109, + 0.0016035761452784596, + 0.0015926014498717834, + 0.0015893978324382323, + 0.0015864024261663776, + 0.00157307037054887, + 0.001567684357284936, + 0.0015626597425302047, + 0.0015590935428444475, + 0.0015531291041211402, + 0.00155267705801137, + 0.0015467042909178717, + 0.0015453079905885156, + 0.0015434350851973179, + 0.0015396384015656092, + 0.0015380595774184234, + 0.0015212084068512313, + 0.0015176319843700132, + 0.0015159413640617487, + 0.0015135284608141434, + 0.0015075797042770856, + 0.0015040721251525706, + 0.0014980484246415347, + 0.0014973955411495797, + 0.0014779548757568636, + 0.0014686639450412512, + 0.0014618467159286798, + 0.0014507730120723447, + 0.0014306214259885916, + 0.0014256789527485874, + 0.0014214389065477682, + 0.001416403171150705, + 0.0014061563048049744, + 0.0014022646986382584, + 0.0013973882484612503, + 0.0013846754071260275, + 0.001374842924032676, + 0.001374497391560002, + 0.0013675353037975037, + 0.0013672438493461299, + 0.0013620764501260257, + 0.0013522277380466179, + 0.0013418896565001496, + 0.0013327590551967417, + 0.0013310917483453952, + 0.0013306239168595188, + 0.0013268070626845693, + 0.0013244943401295672, + 0.0013190807698972413, + 0.0013176884111914975, + 0.001316702882888124, + 0.00131644754233813, + 0.0013124218341735998, + 0.0013102152460936502, + 0.001293766800187379, + 0.0012862562311765186, + 0.0012780647300651721, + 0.0012749523964510096, + 0.0012746073325313988, + 0.0012737652007766902, + 0.0012729616748806624, + 0.00126911018904458, + 0.0012646857159665523, + 0.0012615874489443123, + 0.001260967397606915, + 0.0012496586376832812, + 0.0012344514344932384, + 0.0012333349410585657, + 0.0012327977478221246, + 0.0012312326751686932, + 0.0012204039119430375, + 0.0012151019535075133, + 0.0012103840636621067, + 0.00120836895991307, + 0.0012043973380668814, + 0.0012030667595104188, + 0.0012029262234249049, + 0.0012014920418276184, + 0.0012001048090034864, + 0.0011930979522886491, + 0.0011908469922459663, + 0.0011877426378391694, + 0.0011869287069987428, + 0.0011859704272461139, + 0.0011808672268402243, + 0.001171895379068529, + 0.0011716414651279441, + 0.0011661682432604875, + 0.001155336720467483, + 0.001145923338298017, + 0.001143685252095343, + 0.0011374858433391118, + 0.0011366608681786787, + 0.0011238234017985104, + 0.0011217699200402002, + 0.0011134290148273303, + 0.001112868225302183, + 0.0011117157749002823, + 0.0011094122641322414, + 0.0011032875592575854, + 0.0011032699286428783, + 0.0010871630704788113, + 0.0010863738745202714, + 0.0010750131686304621, + 0.001070737435851703, + 0.0010705891255326288, + 0.0010651111468836696, + 0.0010644125765651299, + 0.0010621254594807656, + 0.0010545578778450727, + 0.0010544368570004653, + 0.0010541815743623907, + 0.0010537180623247694, + 0.0010536658573193178, + 0.0010534946709158794, + 0.001041291210962159, + 0.0010380141577025525, + 0.0010375611561886495, + 0.0010297607764375612, + 0.0010272505844710126, + 0.0010204734169301042, + 0.0010182269750982538, + 0.0010158089855787534, + 0.0010090290263236215, + 0.001007970889118159, + 0.0010077098520786135, + 0.0010039039903321407, + 0.001002910030995703, + 0.0010017108333542234, + 0.0010014183759911232, + 0.0009941316993578825, + 0.000989345909041629, + 0.0009880751194317515, + 0.0009828590540316188, + 0.000977570028466515, + 0.0009763126463318083, + 0.0009740311987591067, + 0.0009628469964505008, + 0.0009559033710089133, + 0.000953944699263568, + 0.0009534341577489571, + 0.0009474034002887726, + 0.000939938744299233, + 0.0009367692098567076, + 0.0009364921173223636, + 0.0009357141761127124, + 0.0009323785309835582, + 0.0009317157177042626, + 0.0009237595576451557, + 0.0009220580196094702, + 0.00091442271172809, + 0.0009040966956777346, + 0.000903984312411655, + 0.0009039395741525545, + 0.0009014719580392165, + 0.0008816923865025738, + 0.000880718563657838, + 0.0008767741883132939, + 0.0008705991601060828, + 0.000865957108345915, + 0.0008636535961046133, + 0.0008580587218093726, + 0.000855342382846826, + 0.0008552796715224802, + 0.0008508100807468603, + 0.0008432931569361243, + 0.000841714362545111, + 0.0008359372379447023, + 0.0008285164659626768, + 0.0008271110619707742, + 0.0008261071362077344, + 0.0008234354773117668, + 0.0008230801282984212, + 0.0008219512633215961, + 0.0008218809669133131, + 0.0008179360613470478, + 0.0008158297753627056, + 0.000807231453348711, + 0.0008021520315898504, + 0.0008016534266605923, + 0.0008012530405955534, + 0.0007992194699567238, + 0.0007972219673338801, + 0.0007932706525149393, + 0.0007863384502828983, + 0.0007859812455968472, + 0.0007850835449034591, + 0.0007739269355841872, + 0.0007692160172053028, + 0.0007686786581358317, + 0.0007628757710544937, + 0.0007603042863536427, + 0.0007595709360113885, + 0.0007581801495503212, + 0.0007551847066078228, + 0.0007545841873663561, + 0.0007543363808691435, + 0.000753876438672431, + 0.0007528120286671144, + 0.000749440125768665, + 0.0007493054263447132, + 0.0007469327548837819, + 0.0007366695895373538, + 0.0007328399747129475, + 0.0007320914550536982, + 0.0007284278680618344, + 0.0007240219969841456, + 0.0007227956652933044, + 0.0007227404687765971, + 0.0007206425007303519, + 0.0007166720030034864, + 0.0007155653767862058, + 0.0007133967567624266, + 0.000705654607107068, + 0.0007047706493024604, + 0.0007042455766463831, + 0.0007036246913097135, + 0.0007005901397561924, + 0.000694619312425101, + 0.0006929290128592692, + 0.0006889185368603341, + 0.0006879052849648396, + 0.0006861406560864901, + 0.0006822639583251226, + 0.0006677678664892468, + 0.0006658210744404432, + 0.0006596509926826688, + 0.0006494336071894589, + 0.0006471980166273042, + 0.0006450061346029091, + 0.0006435652168132318, + 0.0006411878058703, + 0.0006407670100048463, + 0.0006363387807401384, + 0.00062530485012792, + 0.0006248301887236974, + 0.000620180904647885, + 0.0006196635853383901, + 0.0006156485388421702, + 0.0006151135689582022, + 0.000615112581956667, + 0.0006144243186463684, + 0.000614046183920707, + 0.0006130815377051835, + 0.0006099627346984518, + 0.0006098251383339251, + 0.0006089499168686396, + 0.0006040765699001127, + 0.000604017523546454, + 0.0005863381230693996, + 0.0005860009916386877, + 0.0005856253476342839, + 0.0005856132064935153, + 0.0005854013154288958, + 0.0005825465235676542, + 0.0005769148075973488, + 0.0005744645754978284, + 0.0005712179370396681, + 0.000569979164270101, + 0.0005658253697416405, + 0.000564782807572037, + 0.0005632711702501524, + 0.0005576607900269674, + 0.0005571482696010614, + 0.0005515705587714328, + 0.0005505268535272143, + 0.0005504880006996479, + 0.0005484157377391754, + 0.0005482766427385159, + 0.0005452354253233803, + 0.0005435522982763163, + 0.0005417156591041698, + 0.0005394244153810484, + 0.00053581584549927, + 0.0005302298993406305, + 0.0005298563119417517, + 0.0005296993569245249, + 0.0005277996830546764, + 0.0005260292232957172, + 0.0005224428417034719, + 0.0005220869019969782, + 0.0005115203115579017, + 0.0005108113255564592, + 0.0005094699537422613, + 0.0005079301022691479, + 0.0005075030439668012, + 0.0005067755984287338, + 0.0005031313439472418, + 0.0005018759740843927, + 0.0004982929202735674, + 0.0004977187779554316, + 0.0004947747902503033, + 0.0004925736366868526, + 0.0004913841144571584, + 0.0004898603182181599, + 0.000484133491639696, + 0.0004835473318411883, + 0.00048325835147671674, + 0.0004773597229798474, + 0.000476135548242522, + 0.0004756215887421704, + 0.0004742495882369531, + 0.00046863159404279727, + 0.00046776410816668765, + 0.0004676570267224369, + 0.0004662270261558607, + 0.00046151841709332034, + 0.0004615124521862406, + 0.0004601534950078931, + 0.00045814658911456197, + 0.00045694204782566265, + 0.0004567696844628069, + 0.00045297824406726183, + 0.0004498323772812055, + 0.00044676875297826573, + 0.00044308586291741115, + 0.0004416567078220745, + 0.0004396323779448741, + 0.00043900324557536444, + 0.00043675078620763384, + 0.00043625123709608134, + 0.0004357173761240798, + 0.00043357360465133023, + 0.00043259997831245214, + 0.0004313966548157554, + 0.00043077238647621117, + 0.00042559589671179143, + 0.00042090538490778073, + 0.0004145699346073568, + 0.0004127181767412093, + 0.00041262074244359607, + 0.0004122694465212635, + 0.00041153730745253306, + 0.0004114603244599272, + 0.0004070924990786481, + 0.0004013755957464564, + 0.00040118828352904055, + 0.00039884830936813656, + 0.00039575355737211194, + 0.00039119104098602706, + 0.00039116823775133084, + 0.000388040438952142, + 0.0003869238199064721, + 0.0003851625872628149, + 0.0003746451594233147, + 0.0003729636797995635, + 0.00037139992298560316, + 0.0003697449084726424, + 0.0003681271114478817, + 0.0003671820657749268, + 0.00036570538830282384, + 0.0003653893197965981, + 0.00036358734314966094, + 0.0003616245140321923, + 0.00036078293215634406, + 0.00035722948298732774, + 0.0003560255003520117, + 0.000355453800412048, + 0.00035082218065436835, + 0.0003463355917501111, + 0.0003460561399215278, + 0.00034488225139655106, + 0.00033702558917173545, + 0.00033112686080630086, + 0.0003282956286637621, + 0.0003281757270200325, + 0.0003267441401924627, + 0.00031452064095229557, + 0.00031099942443642287, + 0.0003097383354457116, + 0.0003056218216945892, + 0.00030461339361373017, + 0.00030401947278477676, + 0.0003037317810613859, + 0.00030073807120975944, + 0.0003003885497714032, + 0.0002982532831712725, + 0.0002966378329245313, + 0.00029297992191493194, + 0.00029051927518268885, + 0.0002886021780366165, + 0.00028708781637442655, + 0.0002835144818136035, + 0.000280345739230991, + 0.00027948369855360745, + 0.00027908026325517495, + 0.0002743647553026892, + 0.00027345089790753365, + 0.00027156933548725884, + 0.00026629862799785163, + 0.00025844907786273975, + 0.0002581199348867319, + 0.0002554213089678058, + 0.0002552826828716656, + 0.0002542355030417359, + 0.0002536531170260878, + 0.00025073008642106443, + 0.0002505470622072797, + 0.00024806654766656555, + 0.00024803715530386227, + 0.00024715972305886923, + 0.00024661980852302783, + 0.0002416081740510325, + 0.00024121468036683377, + 0.00023875754244494487, + 0.00023723327358135941, + 0.00023496727492300864, + 0.00023384500291198957, + 0.0002330765550387, + 0.00023209179929132196, + 0.0002301018995610149, + 0.00022898055998792075, + 0.00022828163702200225, + 0.00022101313843931274, + 0.00022020720253869628, + 0.00021921036318722043, + 0.00021833268410540919, + 0.00021635095038115425, + 0.00021450806441129655, + 0.0002132228140648167, + 0.00021035618410975913, + 0.00020897189779741038, + 0.0002079836536365144, + 0.0002070595828809087, + 0.00020585880331119985, + 0.00020380911737494695, + 0.00020226089025283258, + 0.00020104831151780906, + 0.0002009719305247674, + 0.00019758333974180683, + 0.00019741066595226704, + 0.00019707566756184156, + 0.00019282500856215694, + 0.00019004516389396135, + 0.00018924616171874922, + 0.00018883197977026466, + 0.00018839119806420685, + 0.00018283064898818444, + 0.0001809328571590748, + 0.00018090100771597014, + 0.0001798447767698204, + 0.0001782907824332007, + 0.0001760133060656465, + 0.00017549903279628486, + 0.0001752255556122032, + 0.00017457359311627915, + 0.00017356426280476064, + 0.00017328454885856372, + 0.00017236880909166576, + 0.00017154359938012807, + 0.00017144601814490408, + 0.0001694177582387488, + 0.00016847163041842155, + 0.0001649546228332384, + 0.00016214957112539976, + 0.0001603387408689072, + 0.00015996734732669712, + 0.00015755833127590148, + 0.0001570859734788947, + 0.00015652229273583777, + 0.00015632443525595994, + 0.00015572555922183418, + 0.00015396187218434486, + 0.00015300194062601468, + 0.00015064704427351602, + 0.0001497688752096989, + 0.00014918535971945667, + 0.00014902450885687476, + 0.0001462293835176991, + 0.00014554433719790653, + 0.00014548583755441338, + 0.000144945241719838, + 0.00014452942212597064, + 0.00014385617438705545, + 0.00014384082433015907, + 0.00014292464716777692, + 0.0001428854944859243, + 0.00014271533643098219, + 0.00014255441653095323, + 0.0001416016574712943, + 0.00013908181236959934, + 0.0001384388231846829, + 0.00013816815553692916, + 0.00013659870706745825, + 0.0001354023435324669, + 0.00013501086935174974, + 0.00013366174882482754, + 0.00013319130677180992, + 0.00013227141398935408, + 0.00013213630687692696, + 0.00013172071141542586, + 0.0001317139977741701, + 0.0001311866605455229, + 0.00013086054459377226, + 0.00013019929084437498, + 0.0001299680068726273, + 0.0001292036548893928, + 0.00012800766156972497, + 0.00012718931902126447, + 0.00012442410193729223, + 0.0001242138291007363, + 0.0001239711660106031, + 0.00012392200574143963, + 0.000123374789367145, + 0.00012208355880727437, + 0.00011917399565426291, + 0.0001189336502678207, + 0.0001186089040525276, + 0.00011718940461101579, + 0.00011674589267974065, + 0.00011660196082218546, + 0.00011607031103754765, + 0.00011508649520600855, + 0.00011475709764384682, + 0.00011349046844473003, + 0.00011297559684406748, + 0.00011296443449361898, + 0.00011296020856446808, + 0.00011211210608728045, + 0.00011104576160108002, + 0.00011010221776022548, + 0.00010778818274259871, + 0.00010496371167989528, + 0.00010456664831959274, + 0.00010385293091605681, + 0.0001032303538666185, + 0.00010307049224393558, + 0.00010240439076698767, + 0.00010041116166334934, + 9.979909844786153e-05, + 9.781165425050852e-05, + 9.778182842994276e-05, + 9.727381706072145e-05, + 9.718273178522539e-05, + 9.522970682910877e-05, + 9.446340109184173e-05, + 9.361469023764552e-05, + 9.361246995006599e-05, + 9.303224871952168e-05, + 9.290988772955519e-05, + 9.27565406899424e-05, + 9.184988161224262e-05, + 9.168955312200911e-05, + 8.976485953548179e-05, + 8.840743035572939e-05, + 8.826988584315e-05, + 8.759723412645133e-05, + 8.667643121697133e-05, + 8.653984463101912e-05, + 8.593724193181288e-05, + 8.271596291826589e-05, + 8.146689566192891e-05, + 8.019129871401373e-05, + 8.003617982275353e-05, + 7.982594524099077e-05, + 7.937023809185642e-05, + 7.911961457394344e-05, + 7.88900883902661e-05, + 7.855746443326358e-05, + 7.81344321277878e-05, + 7.74908649698231e-05, + 7.633392734786995e-05, + 7.535502692487331e-05, + 7.430828255335067e-05, + 7.406076300704937e-05, + 7.181139584204578e-05, + 7.17745767178274e-05, + 7.157396984533947e-05, + 7.118522450445267e-05, + 6.988754087055278e-05, + 6.841602020856124e-05, + 6.823122706166104e-05, + 6.795771015556697e-05, + 6.768081337557076e-05, + 6.639035550309261e-05, + 6.589474727311298e-05, + 6.577655763650677e-05, + 6.40614616362546e-05, + 6.346017676205331e-05, + 6.332821984649157e-05, + 6.304504827354317e-05, + 6.296984074804407e-05, + 6.268957008325177e-05, + 6.253648808555698e-05, + 6.24517664888932e-05, + 6.1239384279594e-05, + 6.071694247761596e-05, + 5.8741359864489254e-05, + 5.863818004116747e-05, + 5.72118611313221e-05, + 5.686039928606609e-05, + 5.6508824258616705e-05, + 5.4822078236181224e-05, + 5.429820866523097e-05, + 5.36375174182277e-05, + 5.335002802622112e-05, + 5.1993004464607356e-05, + 5.1740278143497664e-05, + 5.130759178485764e-05, + 4.981574766129898e-05, + 4.946845468223826e-05, + 4.934854115550521e-05, + 4.8787726690836384e-05, + 4.8394241392401535e-05, + 4.7425329702107644e-05, + 4.741356238977319e-05, + 4.5420457247484994e-05, + 4.373072746871594e-05, + 4.3638096722698344e-05, + 4.338555888338652e-05, + 4.282223315051408e-05, + 4.17981369825606e-05, + 4.170956181236435e-05, + 4.157367689325851e-05, + 4.115216674073236e-05, + 4.099078556281266e-05, + 4.090647450262918e-05, + 3.929022629135779e-05, + 3.92516392864824e-05, + 3.9233894130692516e-05, + 3.833779289964546e-05, + 3.822452371534429e-05, + 3.724390062368302e-05, + 3.681485617747761e-05, + 3.660713332540299e-05, + 3.6369068422147956e-05, + 3.565290911642271e-05, + 3.556631649783303e-05, + 3.466284419878432e-05, + 3.3943013174427244e-05, + 3.279957829239033e-05, + 3.245950733749386e-05, + 3.243588467482155e-05, + 3.214359806603546e-05, + 3.146195637054616e-05, + 3.042429727874453e-05, + 3.0406081778393515e-05, + 3.009627052782388e-05, + 2.9203074386736735e-05, + 2.835121014795619e-05, + 2.6652890950424617e-05, + 2.564236069301697e-05, + 2.5358661068918593e-05, + 2.534320202581555e-05, + 2.4862588452766566e-05, + 2.456250752862568e-05, + 2.289655623922966e-05, + 2.2744393258833414e-05, + 2.2691436430517936e-05, + 2.1942479821226243e-05, + 2.1711576920465068e-05, + 2.152258944237053e-05, + 2.1508746047953092e-05, + 2.0350382404015514e-05, + 2.0094474662785152e-05, + 2.0024785073484005e-05, + 1.9649069805619287e-05, + 1.9339243415020368e-05, + 1.895245829970658e-05, + 1.825030689364678e-05, + 1.781606901263669e-05, + 1.7689652844455995e-05, + 1.7356973749994847e-05, + 1.5497780876831256e-05, + 1.4929792317668872e-05, + 1.4816567677449485e-05, + 1.4052735063450741e-05, + 1.3897794852536098e-05, + 1.3871601115450293e-05, + 1.2400262262196252e-05, + 1.1881136112902111e-05, + 1.174328412900907e-05, + 1.1409740389800715e-05, + 1.1280243393285871e-05, + 1.0956380595625308e-05, + 1.0718474859790849e-05, + 1.0414152247280655e-05, + 1.0070782890298844e-05, + 9.43299117065538e-06, + 9.319010441422383e-06, + 8.423806638969324e-06, + 8.114907608619996e-06, + 7.91462809274022e-06, + 7.566307804326719e-06, + 7.1912781523522594e-06, + 7.187653638555063e-06, + 7.099053779581128e-06, + 6.615717039733876e-06, + 6.458689801872627e-06, + 6.458443327578279e-06, + 6.17207327863559e-06, + 5.49495672503026e-06, + 4.784521381927533e-06, + 4.512664592779982e-06, + 4.426154222436039e-06, + 3.692334170593725e-06, + 3.676428892380888e-06, + 3.573309955795313e-06, + 3.087424645868392e-06, + 3.0467955407646384e-06, + 3.0268997588235985e-06, + 2.8883094726919755e-06, + 2.7717069593644342e-06, + 2.5809061885691677e-06, + 2.2621412610896457e-06, + 2.101756276978569e-06, + 1.8163015635838667e-06, + 9.8509365866608e-07, + 8.939218475407196e-07, + 7.056602972973809e-07, + 4.833231112347252e-07, + 4.141809654250919e-07, + 3.3828928369575296e-07, + 3.1854063997653717e-07, + 2.8654329554748447e-07, + 1.0594408839140831e-07, + 6.676878329361722e-08, + 4.550092473683823e-08, + 4.0881762381397296e-08, + 2.3164003900480997e-08, + 1.156786545865072e-08 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 83.6, + "precision": 24.76190476190476, + "recall": 23.714285714285715, + "f1": 23.418803418803417 + }, + "selection": { + "precision": 0.5730712753280153, + "recall": 8.311688311688311, + "f1": 1.072185081069188, + "jaccard": 0.5394660356791681 + } + } +} \ No newline at end of file diff --git a/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Obstructive_sleep_apnea.json b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Obstructive_sleep_apnea.json new file mode 100644 index 0000000000000000000000000000000000000000..a4e4cb7831dcb5943c14905aa9293bb255ea35c5 --- /dev/null +++ b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Obstructive_sleep_apnea.json @@ -0,0 +1,3879 @@ +{ + "significant_genes": { + "Variable": [ + "AATF", + "AADAC", + "ACTMAP", + "A2M", + "ALPK2", + "ABCF2", + "ABCC6", + "ACSM4", + "ACADVL", + "ACSM5", + "AAMDC", + "ACOT4", + "ANKRD40", + "ACOT2", + "ADAMTS12", + "ABHD2", + "ACRV1", + "ADGRG4", + "AGR2", + "ABCB10", + "ART3", + "ALDH4A1", + "ACTN3", + "AASDHPPT", + "ABCE1", + "ABI3BP", + "ABCC10", + "ABCB8", + "AACS", + "ALDH1L1", + "ACAT2", + "ADAMTSL2", + "ABCC13", + "AFG1L", + "ADGRE4P", + "ACSM2A", + "AHCYL2", + "ADAMTSL5", + "AGRP", + "ABHD17B", + "AK2", + "AADACL3", + "ABCA8", + "ALDOB", + "ADAM21P1", + "ABLIM3", + "AEN", + "ABCC8", + "ALKBH4", + "ARHGAP24", + "ADAD1", + "ARL3", + "ABCA6", + "AFF2", + "ACSM3", + "AKAP7", + "ACTR2", + "ABHD13", + "ABHD1", + "ADRA1A", + "ACBD6", + "ABLIM2", + "ABCA12", + "ABCC4", + "ABCB5", + "ACMSD", + "ABCA11P", + "ACTR5", + "ADCY9", + "ALAD", + "ACTR10", + "ABHD17A", + "ABHD5", + "ACOT1", + "ADCYAP1", + "ABCC9", + "BPIFA4P", + "ACO2", + "ADH5", + "AARSD1", + "ADAP2", + "ARHGAP22", + "AOX1", + "ADGRD2", + "BBS5", + "AGER", + "ACKR1", + "ANKZF1", + "ARHGAP23", + "ADAD2", + "ABHD12", + "APBA3", + "ABRA", + "APLP1", + "ADGRG2", + "ANGEL2", + "AIRIM", + "ALX1", + "ANKK1", + "ALDH1L2", + "ASIP", + "AP4M1", + "ACSL5", + "AKAP1", + "ALOX12P2", + "ADGRG6", + "ABI1", + "ACTRT1", + "AKR1B15", + "ABRAXAS1", + "ABCA10", + "ALDH7A1", + "AKAP8", + "AGAP7P", + "BMP5", + "ANO3", + "ABAT", + "ACER1", + "ALDH16A1", + "ADA", + "AKR1C8", + "APCDD1", + "APOBEC3H", + "ADCY1", + "ADAM5", + "AARS1", + "ADK", + "C3orf20", + "ADAM21", + "C1orf167", + "ADO", + "ADAM32", + "ALG9", + "ADORA3", + "A3GALT2", + "ACKR3", + "ANGPT2", + "ABCB4", + "BHLHE22", + "ANK3", + "ASXL1", + "APCS", + "ALG1L1P", + "ABCB11", + "AFAP1L1", + "ATXN1L", + "ACACB", + "ADGRV1", + "APLN", + "ARFRP1", + "ABCF3", + "AP2S1", + "ALDH18A1", + "ARHGEF19", + "HMGB4", + "ACAP3", + "AAK1", + "AK3", + "AFDN-DT", + "ARSL", + "ACTL10", + "ADCK5", + "ARID1A", + "AEBP1", + "ATG10", + "A1BG", + "CHRM1", + "CTXN2", + "ADAMTSL4", + "ADIPOR1", + "AADAT", + "ANKRD13C", + "ALCAM", + "CETN3", + "AP5S1", + "AP4E1", + "C2", + "CACNA2D1", + "ADGRF2P", + "ABHD11", + "ABCD1", + "ADTRP", + "ASTE1", + "APOLD1", + "BANP", + "APEX2", + "ANO7", + "AP4B1", + "ADORA1", + "BAGE2", + "ADAMTS10", + "ANKMY1", + "ARHGEF15", + "CLEC4GP1", + "C12orf43", + "ANO1", + "ACP2", + "ABCB9", + "COLEC10", + "ABR", + "CNPY1", + "ACVR2A", + "AP2A2", + "ANKAR", + "ACTL6B", + "ARID3C", + "ANKLE2", + "ASPN", + "ANKFN1", + "CD109", + "AHSP", + "ANKRA2", + "CA14", + "ADGRF4", + "AICDA", + "ANAPC15", + "ATF1", + "ARHGEF16", + "CAND2", + "AQP4", + "ACVR1C", + "ADAM22", + "ANKIB1", + "AMER3", + "AIPL1", + "ABCB1", + "AAAS", + "ACR", + "ACSM1", + "ARLN", + "ADAMTS8", + "C1orf216", + "AACSP1", + "ACTL7A", + "ADAM8", + "DHX30", + "ANKRD34A", + "CAPN11", + "ALPL", + "CRTC3", + "ANKRD24", + "AMPH", + "BMERB1", + "ADAMTSL1", + "ALDH3A2", + "CLLU1-AS1", + "BRDT", + "AGT", + "BDH2", + "FUZ", + "ACOD1", + "ANO2", + "ARHGEF28", + "AURKC", + "ATP5MC3", + "AMPD3", + "AMELX", + "ACOX3", + "BCO2", + "ASB16-AS1", + "ARHGAP32", + "CACNA1A", + "ANKRD54", + "ADCY4", + "AHSG", + "GARNL3", + "BCL2L12", + "CALR3", + "BAHCC1", + "AADACL4", + "BRWD1-AS2", + "ANKRD20A8P", + "ACADL", + "COL11A1", + "AKAP14", + "ATRX", + "ACP5", + "CDKL3", + "MGAT5", + "BCAT1", + "FAM225B", + "CCDC27", + "ADIPOR2", + "ANKRD31", + "CCAR2", + "BPESC1", + "DAZ4", + "AAGAB", + "SCTR", + "CHDH", + "DAZL", + "BMAL2", + "COQ3", + "BRI3BP", + "BTNL2", + "ANOS1", + "ADARB1", + "ACTR6", + "ACTG1", + "ASB12", + "AKIRIN1", + "AMHR2", + "AQP1", + "C16orf87", + "AKAP6", + "CDYL", + "ACYP1", + "ADAMTS16", + "ACBD5", + "CHRM4", + "AAR2", + "ACTBL2", + "ABCD2", + "ABCA3", + "ACTN2", + "CBX8", + "ABRAXAS2", + "LILRA3", + "DEFB103A", + "ANAPC7", + "CDH7", + "ATAT1", + "ACO1", + "ADGRL3", + "C10orf55", + "ATP10D", + "C3orf18", + "AIF1", + "ACSM2B", + "ANKS4B", + "FAM90A13", + "BDNF-AS", + "ADORA2B", + "ASAH1", + "AIG1", + "CENPL", + "AKIRIN2", + "CSNK1E", + "CLSTN2", + "ATAD3B", + "ABCA9", + "ANKRD35", + "AVP", + "APOBEC3D", + "BRS3", + "ATF6B", + "AP1S1", + "ANKRD20A2P", + "ANKRD18B", + "AGAP4", + "LOC654780", + "ANAPC2", + "ARMH4", + "DUX3", + "ARHGEF25", + "ARSB", + "CHST2", + "SNORD113-5", + "ATXN2L", + "CGREF1", + "AKNA", + "ADAM15", + "C7orf57", + "AGBL2", + "ANKRD18A", + "ABO", + "ADAM7", + "AKR1C4", + "CHD1L", + "ARMCX5", + "AFDN", + "PAFAH1B3", + "APMAP", + "CHRDL2", + "AKR1A1", + "CARD19", + "ATP6V1F", + "BMP2KL", + "AASS", + "ANK1", + "ALYREF", + "DHDH", + "ADGRA1", + "CLTCL1", + "ADH4", + "DAPL1", + "CASP9", + "ADGRL1", + "ATRNL1", + "AMY2B", + "TRIM42", + "ANXA2P1", + "C1orf53", + "AGPAT3", + "GLRA1", + "ABCC3", + "DRAXIN", + "AMDHD2", + "ADGRE3", + "CARNS1", + "HRG", + "ABTB1", + "DTX1", + "MIR302B", + "CLCN1", + "CARMIL1", + "ALPK3", + "AGO2", + "ANKRD20A11P", + "ATP6V1G3", + "DLST", + "CCDC116", + "CERS4", + "ANXA9", + "ABHD8", + "CLEC4M", + "CGB1", + "C1QBP", + "CBLL1", + "ANAPC4", + "ATP13A2", + "ALG6", + "ASCC2", + "CRTAP", + "CNTNAP1", + "CCDC144A", + "CNR2", + "EDIL3", + "ACSS3", + "ABITRAM", + "CATSPERE", + "CLIP3", + "BCL9L", + "COL4A5", + "CFAP141", + "ABCB6", + "CRTC1", + "BMPER", + "ACTA1", + "AQP6", + "AGRN", + "CRLF1", + "ARHGAP10", + "ADGRB2", + "NLRP3", + "GDPD5", + "AP1M2", + "ARRDC1-AS1", + "COL13A1", + "ABI3", + "CCDC83", + "AXIN2", + "CPZ", + "CPT1A", + "CNTN4", + "LOC727980", + "AGAP10P", + "CFAP53", + "ARL13B", + "ADIPOQ", + "ANP32E", + "AZGP1", + "ADGRA3", + "ARFIP2", + "MIR602", + "PBX3", + "ASPSCR1", + "IQUB", + "BTBD16", + "BOC", + "AGPAT4", + "ADAMDEC1", + "ACOXL", + "ADGB", + "IFITM5", + "BCAM", + "C8orf58", + "ADAMTS4", + "CPNE9", + "C5", + "CLDN3", + "ANKUB1", + "CDC14C", + "ALDH2", + "FANCB", + "APOL6", + "ANXA8", + "FBXL2", + "C3AR1", + "AGBL1", + "GINS2", + "TMEM52", + "BDKRB2", + "ADAT2", + "APEH", + "C10orf53", + "AATK", + "AMBN", + "CAVIN4", + "ATP5PD", + "ARHGAP5", + "AGAP6", + "CLN8", + "ARR3", + "BCHE", + "A4GNT", + "CPLX1", + "CEACAM18", + "ANKRD27", + "CHPF2", + "CCDC42", + "ARMCX3", + "INSM2", + "ADAM17", + "PADI3", + "EPS15L1", + "ASB18", + "ACTC1", + "AXIN1", + "AVPR1A", + "RLBP1", + "CDKN1B", + "ANKRD2", + "CLDN23", + "LOC613038", + "ANLN", + "PRODH2", + "CPE", + "CHRNB2", + "ADAMTS1", + "IL1RAPL2", + "EXD1", + "ADGRF1", + "AFM", + "KCNH5", + "CES5A", + "FST", + "BAIAP2", + "ABCC2", + "DUOXA1", + "E2F1", + "CFAP20", + "CHRM5", + "KCTD21", + "RASD2", + "FRAS1", + "ANXA4", + "ASIC1", + "CCNB2", + "NQO2", + "ABCF1", + "CLDN6", + "BIRC2", + "BST1", + "C16orf78", + "AGO1", + "FGFR2", + "APOC3", + "ANKS1B", + "DSCAML1", + "C8orf74", + "THOC6", + "AGPAT5", + "ANKRD40CL", + "CCDC146", + "ENPP6", + "DNAH5", + "LOC646804", + "ATP12A", + "FAM120C", + "BBIP1", + "CITED1", + "GCK", + "CDH18", + "AWAT2", + "CLEC11A", + "AP3D1", + "ASB13", + "COL15A1", + "ALDH3B1", + "BNC2", + "CRYBB3", + "ANP32A", + "HPN", + "CHKB", + "CCNK", + "CCDC162P", + "ADRB3", + "ELOA3BP", + "TACC2", + "CELF6", + "CABIN1", + "ADA2", + "FIGLA", + "C1orf105", + "COMP", + "ATP5MF", + "ACYP2", + "BCAS4", + "ARHGAP12", + "CCL15", + "ARL14", + "CHSY1", + "IER5L", + "ALKBH7", + "KIAA1217", + "ASPHD1", + "DLX6-AS1", + "BRD1", + "ADAMTS7", + "L1CAM", + "CACNA1F", + "CAD", + "ARHGAP31", + "ABCA1", + "CSH1", + "ANKRD20A1", + "BCO1", + "CAPNS2", + "ATN1", + "AHCY", + "BEND4", + "ATE1", + "ARRDC5", + "BMP3", + "NUS1P3", + "BLK", + "GLI4", + "FAM90A16", + "BZW1", + "KCNH3", + "ETV5", + "ADAM18", + "ACAP2", + "APRT", + "AGBL3", + "ARL17A", + "ATP2B4", + "C1S", + "FABP2", + "AMMECR1", + "BARHL2", + "ADAMTS3", + "FTCD", + "CLDN1", + "DEFB107B", + "KLK2", + "AMELY", + "ARF5", + "ATP6V1G2", + "EGFL8", + "KRTAP23-1", + "XKR7", + "EFNB1", + "AKT2", + "CLCNKA", + "ATP6V1B1", + "CNTF", + "CCHCR1", + "HCRTR2", + "ACKR4", + "CDRT4", + "CFAP298-TCP10L", + "ALDH9A1", + "BIRC8", + "APOB", + "CORO1B", + "CCIN", + "F10", + "HDGF", + "B3GNT3", + "C2CD4A", + "SNORD51", + "CSF1", + "ADPRH", + "CD19", + "FRK", + "ANGPTL1", + "FFAR4", + "CSPG4", + "LACC1", + "CTSL3P", + "MOCOS", + "AGPS", + "CASK", + "CLCA4", + "ARPC5", + "DYNC2H1", + "HENMT1", + "FMN2", + "AGTR2", + "MRGPRX1", + "COL18A1-AS1", + "C2CD6", + "CFAP96", + "ARHGAP8", + "CACNA1H", + "COX11", + "PKD2L2", + "CCDC71", + "ADCY2", + "CATSPERD", + "CCDC152", + "MIR629", + "BAG3", + "C20orf96", + "ATP1B1", + "ABCG4", + "DUX4L8", + "GRAMD1B", + "BRD3OS", + "EPCIP", + "BOD1", + "CSMD2", + "CELP", + "PKD1L1-AS1", + "ISL2", + "CD72", + "CA5A", + "ADIG", + "CBR1", + "ARNT2", + "ARHGEF7", + "AMFR", + "CCR5", + "COG7", + "ADNP2", + "ADHFE1", + "COX5B", + "C17orf50", + "C1QL4", + "BLCAP", + "BAGE", + "CLEC12B", + "ADRM1", + "ARMC3", + "SPIRE2", + "BRD3", + "DRGX", + "AP1G1", + "CCK", + "MYL10", + "CLPSL2", + "DPEP1", + "KIAA1210", + "ABTB2", + "BCS1L", + "COL5A3", + "RER1", + "GPR83", + "B3GNT7", + "ATL3", + "LRP3", + "TRPM4", + "ALKBH3", + "ANKRD16", + "DNAH17", + "RAD54L", + "ALKAL1", + "APOBEC4", + "WNT1", + "APIP", + "BAZ1B", + "ASCC1", + "LIMA1", + "CENPM", + "AGXT2", + "ADSL", + "SNORD91B", + "LOC100130872", + "GPX3", + "C11orf87", + "FAAP24", + "CELF3", + "CRCT1", + "AGK", + "IFNA5", + "ATP5MK", + "CLBA1", + "BLOC1S2", + "OR1A1", + "CHAT", + "MIR141", + "BPY2", + "C2CD4D", + "ANXA10", + "CD38", + "BUD31", + "H3C2", + "ADGRG1", + "C11orf16", + "FAM219A", + "DNAJC17", + "NSMCE1", + "MIR620", + "ZNF607", + "FGFR4", + "ANKRD53", + "CACNG6", + "CA6", + "CMC2", + "MTSS2", + "CARMIL2", + "BBLN", + "ASXL2", + "ADAM10", + "HLA-C", + "HOXA11-AS", + "NXF4", + "ARMC7", + "CLHC1", + "HEBP1", + "ADRA2A", + "CHRNB1", + "IL22", + "ERICH4", + "ABCG1", + "TOR2A", + "OR8H1", + "CHI3L2", + "CYP4Z1", + "TOP1MT", + "ATP2A1", + "CDCP1", + "KRCC1", + "CCDC144NL", + "INO80C", + "CCDC7", + "ARMS2", + "DGCR2", + "ACTRT3", + "CD300E", + "NPDC1", + "CAPN14", + "DRD3", + "CCNQP1", + "CXADRP2", + "LOC647264", + "OMD", + "CEP72", + "NAV3", + "CCDC191", + "AMOT", + "FKSG49", + "TBX6", + "BPIFB4", + "CYP4Z2P", + "LOC100131496", + "APOE", + "ADAM12", + "ACTB", + "ATP1B2", + "LOC729218", + "ALG10", + "ARID5B", + "C1orf146", + "CCDC144CP", + "RCN1", + "ABTB3", + "ARMC8", + "BAK1", + "KCNJ5", + "ASIC2", + "ENTR1", + "EME1", + "ASB17", + "ARHGAP19", + "PNKD", + "CDK3", + "ADGRD1", + "ADD3", + "BTNL3", + "CCDC25", + "NR2F2", + "GAS1", + "BCL10", + "GLYAT", + "BTNL9", + "HNF1B", + "ATP6V1C2", + "GEMIN4", + "CSPG5", + "FAM187B", + "ALS2CL", + "CNGA4", + "ARSK", + "MIRLET7C", + "AKT1S1", + "DISC1", + "PBLD", + "CLIC4", + "CCDC13", + "CADM2", + "MIR524", + "AP3S2", + "B3GALT6", + "APEX1", + "CAMTA2", + "MPV17", + "CDRT15P1", + "AASDH", + "MYL9", + "LYSMD4", + "GRHL3", + "DMP1", + "TMEM171", + "MIR1915HG", + "CDK5RAP1", + "ZNF843", + "ATP6V0A1", + "CLIP2", + "LRRC36", + "HOXD10", + "ANXA2", + "ARHGAP9", + "AGAP9", + "GMDS", + "DDN", + "DNAH14", + "DEFB130A", + "IL19", + "PHLDB1", + "ATP1A1-AS1", + "MRPL34", + "GABRB1", + "AMPD1", + "C1QA", + "ELFN1", + "FAM90A19", + "ACTR3B", + "OR8G2P", + "DNHD1", + "DDX43", + "C2orf15", + "CARD11", + "AMY1A", + "DERPC", + "CDC42EP2", + "GDF9", + "CLK2", + "ZNF454", + "LINC00696", + "BMP1", + "AKR1C1", + "C14orf119", + "FAM87A", + "HSD11B1", + "AGTPBP1", + "MAGEA2B", + "DRD1", + "MVK", + "LDLRAD3", + "CNTNAP2", + "CD101", + "BRME1", + "APOOL", + "MIR548Q", + "CCNB3", + "FAM120B", + "CRY2", + "FOXF2", + "HAS1", + "ALPI", + "DHRS3", + "DNAJC5B", + "AQP11", + "TEX36", + "GPR152", + "MAP1LC3C", + "CDC7", + "CNTROB", + "KRTAP6-2", + "FAM210A", + "MUC15", + "ALOX5", + "CSNK1A1P1", + "B3GNT5", + "RBFA", + "CHRDL1", + "ASIC5", + "AKR7A2", + "ARMCX5-GPRASP2", + "GIP", + "SPACA5", + "TBPL2", + "ALDH1A3", + "ABHD17AP1", + "AIFM1", + "EZH1", + "AKAP10", + "GLDC", + "CSNK1A1L", + "DDX56", + "CHFR", + "EDN3", + "DNAI1", + "MIR761", + "CBLN1", + "DANCR", + "BAD", + "CTIF", + "ARSJ", + "CD180", + "OBSL1", + "COMMD7", + "CDK9", + "MAJIN", + "RIN1", + "DSCR9", + "ARIH2OS", + "DBX2", + "LZTS1", + "GGT7", + "KLK5", + "CEP63", + "H2BC21", + "COIL", + "PNMA8A", + "BAZ2A", + "NRXN2", + "CRMP1", + "FAM90A20", + "FASTKD5", + "EPHX3", + "ADCY7", + "CDKN2B", + "ANGPTL4", + "FBXO24", + "BPI", + "BNIP1", + "LAMB2", + "RBP1", + "BCL7B", + "DPEP3", + "ADORA2A", + "ADSS2", + "BBS4", + "AUNIP", + "SH2D1B", + "GCC2", + "C3orf70", + "ADGRB1", + "SFMBT2", + "PPIL6", + "FBXW11", + "AFG2B", + "EMID1", + "MIR494", + "ANKRD22", + "ARHGAP11A", + "CAPN3", + "C3orf38", + "CD177", + "ACSL6", + "AFAP1", + "AGL", + "NWD2", + "MFSD5", + "SLC27A6", + "CECR2", + "SNORA25", + "AZU1", + "BMPR1B", + "CHRND", + "KANK1", + "EPHA2", + "BABAM1", + "KRT81", + "MARK1", + "ADH5P4", + "BCAR4", + "CFHR1", + "ODAD3", + "BLVRB", + "CD4", + "DMAC2L", + "FGF17", + "GRM4", + "CDC42SE2", + "FILIP1", + "AMZ1", + "MIR455", + "ATP2B2", + "ERICH5", + "COL26A1", + "AFF3", + "CALML3", + "GPR31", + "FAM170B", + "DNAJB3", + "CDH22", + "SAMD13", + "LOC151760", + "EHD3", + "ARFGAP1", + "AKAP11", + "OVGP1", + "GSDMC", + "CCL7", + "CEP135", + "AGXT", + "MLLT1", + "ADIRF", + "ATP10A", + "LIMD2", + "LTC4S", + "BICDL2", + "GCOM1", + "ACTR1A", + "ENTPD1", + "EXOSC2", + "LY6G6D", + "CAMK2A", + "ALPK1", + "CNTN3", + "RCN3", + "BIN1", + "C1orf116", + "ADSS1", + "RRH", + "MMP8", + "LOC727884", + "PAGE1", + "DEFA6", + "MIR512-2", + "DRC12", + "BIRC6", + "ACOT11", + "MRPL28", + "CLRN3", + "BTG4", + "PPARA", + "CENPU", + "CLDN22", + "H2BW2", + "UBE2Q2P2", + "MYL3", + "CFC1B", + "CDH16", + "NR0B2", + "CYP11B2", + "IL6ST", + "PNMA8B", + "COPRS", + "DERL2", + "C11orf98", + "DCAF8L2", + "CCP110", + "CD300LG", + "FAM3A", + "CDC45", + "LOC402279", + "GIGYF1", + "HDX", + "HDHD3", + "CETP", + "TMSB15A", + "CIBAR1", + "CFAP61", + "CUL3", + "CCDC148", + "DOK5", + "UCK2", + "ADAMTS5", + "CENPE", + "KIF22", + "MECR", + "B4GALNT3", + "IRX5", + "BBS10", + "OR4S2", + "AMMECR1L", + "ART5", + "MS4A10", + "CLTC", + "FADS3", + "LSS", + "CD207", + "DACT2", + "DEFB131A", + "CXCR3", + "COMMD4", + "ECE2", + "CCT3", + "MIR1263", + "C1GALT1", + "COL4A2", + "COX14", + "IGF2BP2-AS1", + "CCL17", + "PRPF38B", + "ANGPTL7", + "MRPL45", + "EIF4ENIF1", + "C1QTNF5", + "MYO1G", + "GTF2A1L", + "NCK1", + "DYRK1B", + "CHRNB3", + "BTN2A3P", + "CCNF", + "MMP15", + "ARHGEF10L", + "GATA1", + "CEBPE", + "ELMOD2", + "CEMP1", + "HCG27", + "ADAT1", + "NEURL2", + "LCE4A", + "EFNB3", + "TPRXL", + "BAGE3", + "ADCY5", + "CCT4", + "PCDHGB8P", + "LTB4R", + "MT1JP", + "ANP32CP", + "DNAI3", + "CTPS2", + "OR5I1", + "ELOVL4", + "EPYC", + "DLGAP1", + "MIR29B1", + "LOC284412", + "ASAH2", + "BATF", + "ARHGAP29", + "CDK6", + "NME5", + "CPA6", + "CXorf65", + "DPRXP4", + "MAGEB3", + "CRB1", + "BARX2", + "CCDC85B", + "RFPL3S", + "EPAS1", + "FABP5P7", + "RENBP", + "IL12RB1", + "CDCA2", + "OR5T1", + "APOH", + "RBMY1A1", + "ATG4A", + "NPY2R", + "HCCS", + "SGPP1", + "ZNF585B", + "GUSBP14", + "HSD17B10", + "CERS5", + "C22orf15", + "KRT8P9", + "JMJD4", + "MON1A", + "DPPA2", + "ARL8A", + "CCL27", + "AEBP2", + "CA9", + "BPIFB2", + "DCAF17", + "KCNT2", + "HGFAC", + "DCUN1D2", + "B3GALT5-AS1", + "DYNLT3", + "ARRDC2", + "GNRHR2", + "PRSS37", + "PGAM1", + "ARL9", + "C22orf31", + "OR6C76", + "EXOC3L2", + "IZUMO1", + "MRO", + "ENOX1" + ], + "Coefficient": [ + 0.043486330314928316, + 0.036234050380263845, + 0.033585700712613, + 0.03192446978803009, + 0.03178548058009097, + 0.027826871825184854, + 0.027092003253536397, + -0.026840879354763734, + -0.026490084286561848, + -0.025766600394202577, + -0.025459748597198937, + -0.025111209697954127, + 0.02498469141210237, + -0.024600588527902235, + 0.02447230110371782, + -0.02437832997293193, + 0.024140067285741047, + 0.023703870301859675, + 0.02336336652397293, + -0.02291230587997964, + 0.02273655243806553, + 0.022133899604402624, + 0.022098761419632282, + -0.021732323438675927, + 0.02166662252484829, + 0.021571772233549356, + 0.021537823921420632, + -0.02132729255623579, + -0.02075803183100491, + -0.020723154637734307, + -0.020545027723758203, + -0.019400887952532666, + 0.018902504034331444, + -0.018695704270354826, + 0.018640475348268636, + 0.01838806370651297, + 0.01766897652580346, + -0.01763620521477557, + -0.01750038781091053, + -0.017436570827563523, + -0.017291066536387623, + 0.01710988480623751, + -0.017004986371775818, + 0.016947584007346052, + -0.01668126130648611, + -0.01660656462165372, + -0.015926944091799507, + -0.01591261082043239, + -0.015836022425003895, + 0.015554785751622058, + 0.015374235379380536, + 0.015349628154239204, + 0.01525702644319353, + 0.01481973429313269, + -0.014782748782780334, + -0.014419906485474967, + 0.014417473672679284, + -0.01426706875016231, + 0.014108043031253643, + -0.013910755130722475, + 0.01386007460321179, + -0.013566938058301031, + -0.013439821606163943, + 0.013325976550152184, + 0.013138102468483768, + -0.01311145864946411, + 0.012944839835685722, + -0.012920530772437577, + 0.012609175272891075, + 0.012591016209251743, + 0.012577181634393414, + 0.012559789995799094, + 0.012465762621298525, + -0.01241456905150557, + -0.012409330677361486, + 0.012361350418111067, + 0.012349603137615009, + 0.01222952639695983, + 0.012116368101497344, + -0.012033216475685277, + -0.012030771390661011, + 0.012028789543295107, + -0.011693035322907712, + -0.01163531398907684, + 0.011495849128564394, + -0.011406248581329813, + -0.011386080873275696, + 0.011373286643259855, + 0.01079673230784488, + -0.010781413736007401, + -0.010763161387115921, + 0.010741810583884737, + 0.010736853870519697, + -0.010697909233054076, + 0.01055721219681625, + 0.0103785692125879, + 0.010310064230075236, + -0.010241058197011673, + -0.010223940384566463, + 0.010197852652416527, + -0.010082825976222629, + -0.009948131666228639, + -0.009826042915763892, + -0.009788992784254392, + 0.009783424955166204, + -0.009746857615518367, + 0.009725734309403067, + 0.009703031911968462, + 0.009688530220285426, + 0.009626198969978317, + 0.009531077618567852, + 0.009512183419558631, + 0.009464846129288804, + -0.00942598373916019, + 0.009413367051647092, + -0.009336969722279816, + 0.00931971428587841, + -0.009293369720368106, + -0.00928626643295576, + 0.009221453760319107, + -0.009213682448101945, + -0.008994552732689731, + -0.00895258507036626, + -0.008867653052263773, + 0.008821371261087018, + 0.008747079669994374, + -0.0087417652907059, + 0.008680315049750921, + -0.0086486517466494, + 0.008550715747325405, + 0.008534933340506928, + -0.008525096721812397, + -0.008515675393438414, + -0.008466586841770037, + 0.008445698891733066, + 0.008424102635656308, + -0.008337496737434377, + -0.008313151173438142, + -0.008295216312453068, + 0.008280528720732283, + 0.008233633322032361, + 0.008212979035845442, + 0.008174955256834853, + -0.008146350202460084, + 0.00813855275004463, + -0.008119280365634788, + 0.008064740540026528, + 0.008063942303336766, + -0.008061188086700768, + -0.008018105819415955, + 0.007954471634609946, + -0.007899278942107839, + -0.007868859300555404, + 0.007760805243113663, + -0.007654233297624297, + 0.007648171940212727, + -0.007645430293072069, + 0.007594641261693065, + 0.007579485689322115, + -0.007531694981579256, + 0.007436241329720426, + 0.007430377983715893, + 0.007386907391518352, + 0.00729824472602737, + -0.007294314117290639, + 0.007198425979419829, + 0.007184312060087799, + 0.0071197715929204874, + -0.0070890302526855345, + 0.007054342988792252, + -0.007009693092467668, + 0.006950569573098539, + 0.006922924744109036, + 0.006876540134905494, + 0.006690135519413875, + 0.006686055078835372, + -0.006674734570197192, + 0.0064741641653804985, + -0.006453811280218841, + 0.00640249543812108, + 0.0063830382825077305, + -0.006381773452029766, + -0.006368521750514944, + 0.00634885369960489, + 0.006292301773358807, + -0.006264298787955578, + 0.006243593584614056, + 0.006241742162303922, + 0.006196435590926322, + 0.006135752973618465, + 0.006126561954394884, + -0.006037707673812763, + -0.006031842392096869, + 0.006001800753375537, + -0.005961093487909138, + 0.005960084392211806, + 0.005950544698508302, + 0.005858351643874174, + 0.005821779478182686, + -0.005767044003954605, + 0.005755321761218414, + 0.005753513565398412, + -0.005723047321620887, + -0.0057228995360646, + -0.005721456223511857, + -0.005690304936725554, + 0.005659880964993895, + -0.005635096556683155, + 0.0056005983894756506, + -0.005593469736255313, + -0.005590632409446731, + 0.005503068174474415, + -0.0054843009440423435, + 0.005435967717223318, + 0.00542585331601531, + 0.0053789337137587654, + 0.005374740929222984, + -0.005343347640999668, + -0.0052739878725531816, + 0.005272949506998477, + 0.005270114933680342, + 0.005253703724470243, + -0.005186551896081032, + 0.005146760408768093, + 0.005144999058618019, + -0.005126696562345281, + -0.005098678007572099, + 0.005045109316621164, + -0.0050404878229585535, + -0.005016957651581231, + -0.005015790530815095, + 0.004978787598864837, + 0.004943071312594, + -0.004874358842231483, + -0.004831536388161147, + 0.0048163343256146405, + -0.004797116790078084, + -0.004784009483768069, + -0.0047374961390695995, + -0.0047276112077054636, + -0.004706359238585537, + -0.004694524496965522, + -0.0046936179308210745, + -0.004665121328996346, + -0.004659293509025059, + 0.004656106471757316, + -0.004653052463087023, + 0.00463840505565166, + 0.004626738232533875, + -0.004581735574143535, + -0.004577879757476457, + -0.004565695154738022, + 0.004486371395660493, + -0.004465134651257217, + -0.004423960172792107, + 0.004417892779638508, + -0.004401890168704993, + -0.004384368631230725, + -0.004379677460069035, + -0.00437857825464213, + -0.004350855589545745, + -0.004350140768605075, + 0.004344839798383342, + -0.0042394521669836885, + -0.004219172463575562, + -0.0041768642993830546, + -0.004167651953782633, + 0.004119647741916204, + -0.004099625595751234, + 0.004090250540535441, + 0.0040731683189642294, + -0.004064514263966169, + -0.004059606282593301, + -0.004051110571683168, + -0.0040484731908770645, + -0.004045790541406629, + -0.004016269520296212, + 0.004008354342213202, + -0.004007018304782389, + -0.004002757163368629, + -0.003977279353803201, + -0.00396137462008495, + 0.003960452056224248, + 0.003955630647445445, + -0.003948831523101513, + -0.003948779267611509, + 0.00390841434523874, + -0.003884107331515965, + 0.0038727332756029664, + -0.003869466245942624, + 0.0038618292254321766, + 0.00385554056073588, + -0.0038438477292437115, + -0.0038389512039123364, + -0.0038368874241713163, + -0.0038360979241753093, + 0.0038357511047718115, + 0.0038180747703272836, + -0.003814794271586694, + 0.003802948333649791, + 0.0037946753622340058, + -0.0037874956722561107, + 0.003778225292479011, + -0.0037757925081994994, + -0.003774025902532952, + 0.003773579601635101, + 0.003771696160457706, + -0.0037531825955399935, + 0.0037322391224799156, + 0.0037224857136825018, + 0.0037219088159223964, + 0.0037178992536002174, + -0.0037017863381361834, + 0.003701198856707903, + 0.003690429993641726, + -0.0036684759402070503, + -0.0036456375855498406, + -0.003608928155962196, + -0.003599566198791026, + -0.0035829360104627154, + 0.003577073998206392, + -0.0035636136343099333, + 0.003550677383425108, + -0.003529301243932194, + -0.0035147745971757976, + -0.0035137051557462655, + 0.0035113113317321526, + 0.003508247780129244, + -0.0034651170459688574, + -0.0034376155244568076, + -0.003432357077423065, + -0.003422783692559593, + 0.0034102867315177116, + 0.00341002385525488, + 0.003406389229221191, + -0.003394889103763535, + -0.0033708955305787177, + -0.0033320248229886133, + 0.003314681294301126, + -0.0033135037985437734, + 0.0033039716401485216, + -0.0032984672835581186, + 0.0032930119736643572, + -0.003283242400308343, + 0.003279784490885548, + 0.0032789464871516324, + -0.003270039884404069, + 0.0032693750373003917, + 0.003257755291355736, + 0.003256142605683664, + -0.0032507371488239667, + -0.00324992481774398, + -0.0032306215871722908, + -0.0032293379917737986, + 0.0032188949738736947, + 0.003194857763280821, + -0.003176429841066072, + -0.0031731900650168593, + -0.0031675629473863535, + -0.0031455638730423577, + 0.003101486322594058, + -0.003084445596810088, + 0.0030828520348311485, + 0.003072146811830191, + 0.0030517417646215243, + -0.003011698696283401, + -0.0030036957135533638, + -0.002996314939921723, + 0.0029699773389835755, + -0.0029588354328791934, + 0.002952052569180317, + 0.0029511363970248583, + -0.002946857595209017, + 0.00294224800730291, + -0.0028931127027691105, + 0.0028925239247257744, + -0.002888793457158978, + -0.0028793571992313275, + -0.0028487813280180675, + 0.0028469089026935575, + 0.0028432377108220308, + -0.0028404586085674344, + 0.0028329789650692015, + -0.0028132418213779936, + -0.002812284047506175, + 0.0027933205502620683, + 0.0027914978955740437, + 0.0027821066682062814, + 0.0027798075596293806, + 0.002779672623573612, + -0.002773337375953112, + -0.0026983633582756007, + 0.0026762783853455777, + -0.00267331345424243, + 0.002666386977219128, + 0.0026535597534855155, + -0.0026386862616985416, + 0.002627314656258663, + 0.0026244806930142556, + -0.002600582397548493, + 0.0025787397335155053, + 0.002569576689625799, + -0.0025604171624533543, + 0.0025574945834774547, + 0.0025202804364928646, + 0.002502602265779853, + 0.002477908183862263, + 0.0024698061037357684, + 0.0024680649400964107, + 0.0024671707322388653, + 0.0024609714672383697, + 0.002459409028545888, + 0.0024584592728962066, + 0.002448757599271467, + 0.0024468890496624957, + -0.002439772465493467, + -0.0024049806849364276, + -0.002399485652483008, + 0.00239388346479787, + 0.0023913431194588775, + -0.002390289681283251, + 0.0023716318625910597, + -0.0023646531704677597, + -0.002353559876434869, + -0.002347192560807008, + 0.0023306935497200824, + 0.0023303913991494295, + -0.0023227532476390238, + 0.002316764214677934, + 0.0023129870819748517, + -0.002309261053306718, + 0.0023069218099148595, + -0.002305273648866059, + 0.002302825310081964, + -0.0022900615373140686, + 0.0022885871887390967, + 0.0022831757900055594, + 0.0022710851969498756, + 0.0022513179579464627, + 0.0022474413227370742, + -0.002245671771810652, + -0.0022240720586736112, + -0.0022237857628287006, + 0.0022013901223411044, + -0.0022009728415741613, + -0.0022006970382863257, + -0.002197111288956077, + 0.0021941062807756162, + -0.0021797047153865015, + -0.002173237422024488, + 0.002172787126325388, + -0.0021701650450754698, + -0.0021610739147748907, + 0.0021387929466898854, + 0.002136878346359602, + 0.002113896348319837, + 0.002113404785535627, + 0.0021053480784955056, + -0.0021008103610787184, + 0.0020955210850597187, + 0.0020891755533295406, + -0.002084842208406742, + -0.0020823897942648362, + 0.0020666905181898065, + -0.0020652181000006768, + -0.002056773992692826, + 0.0020565351885484845, + -0.002054012524542069, + 0.002042690604179727, + 0.0020289878060957265, + 0.002028972841457153, + -0.0020276762093173225, + 0.0020128952639192404, + -0.0020036702839569273, + -0.002001859712290531, + 0.0019855823083408664, + 0.001977007237173154, + 0.001976149313867442, + -0.0019718479110245914, + 0.001954079227188973, + -0.0019532948687425947, + 0.0019487283131204472, + -0.0019256025614746099, + -0.0019201394326414157, + -0.0019198967399566916, + -0.0019059478846985341, + -0.0018970726745366343, + 0.0018923884515210292, + 0.0018888899822310358, + 0.001884273099601456, + 0.0018776052710633272, + 0.0018665808181843534, + -0.001864194499259122, + 0.0018511906680861484, + 0.0018493464767651588, + 0.0018419657822255943, + -0.0018349719760693284, + 0.001832420372354839, + 0.0018239078799088416, + -0.0018212821227324013, + 0.0018086034056592165, + 0.0018060261086302965, + 0.0018037618448745309, + 0.0017928467036544898, + -0.0017901613894945043, + -0.0017856036031207159, + 0.0017828212863924236, + -0.0017678375405480113, + -0.0017581388658809976, + 0.001753521624948598, + -0.0017478980602121084, + 0.0017464360924153595, + 0.001741891944514092, + 0.0017409186555884003, + 0.0017382358922929339, + -0.0017381601757321566, + 0.0017325972330897589, + -0.0017288886941819815, + -0.0017234060312508847, + -0.0017174407573957954, + 0.001710604697969907, + 0.001709303833582548, + -0.0017075190088311114, + -0.0016989711619109357, + 0.0016980148655831682, + -0.0016876418107668483, + -0.0016784919497410265, + -0.001674107402625212, + 0.0016712001691386446, + -0.0016606584306516736, + 0.0016558721262561987, + -0.0016546657602664033, + 0.0016536525710189516, + 0.0016484796918742122, + 0.001644115295713258, + 0.0016430144703091217, + -0.001641506022377055, + -0.0016398365806402017, + -0.0016342227311381967, + 0.0016327603590291513, + 0.0016295402540704577, + 0.0016267002756965969, + -0.001622019535349767, + -0.0016191457034090888, + 0.0016088784565480387, + -0.0016034952457395228, + -0.0015915966819594132, + 0.0015910582245582195, + -0.001578571047355885, + -0.0015779525945147704, + -0.0015722057822308132, + -0.001549243434555512, + 0.0015353281458750211, + -0.0015217688326622035, + 0.0015188830424903857, + 0.0015173078895049394, + -0.0015140436188568391, + -0.001503984397558297, + 0.001498323188659504, + 0.0014982933182549555, + 0.0014951673758535915, + 0.0014782042584240037, + -0.00147400297064943, + -0.0014370674241770522, + 0.0014336195687962672, + 0.0014294576103168707, + -0.001423345902624972, + 0.0014207600709983548, + -0.0014082450898538546, + -0.0013965505994591547, + -0.0013944329501521743, + -0.0013925397177701607, + -0.001386919063994805, + -0.0013847249956110462, + -0.0013831996599982935, + 0.0013822505147701486, + 0.0013523060280988299, + 0.0013476515117933061, + 0.001346360071935557, + 0.0013457338933187844, + 0.0013442772133104572, + -0.0013436991984922203, + 0.0013431705715689513, + 0.001341460617901556, + 0.0013396214817627864, + -0.0013343126191393245, + 0.001301439915349747, + -0.0012744871127335633, + 0.0012703442293618811, + -0.0012667906382157806, + 0.001266127382350311, + 0.0012653278844457524, + -0.0012648089062073044, + 0.0012617758349311272, + 0.001249622237347052, + -0.0012465089808073983, + 0.0012433102007238413, + 0.0012415596837983868, + 0.0012395520740454671, + 0.0012350786029095087, + -0.0012339100617196415, + 0.0012275403258281065, + -0.0012222449325453243, + 0.001217820455262952, + -0.0012165697824245683, + 0.0012157281904153399, + 0.00121522251564001, + -0.0012109412991002674, + 0.0012095823502786848, + -0.001203256133118946, + 0.001196374613636167, + 0.001196366452103492, + 0.0011962378875674383, + -0.0011945643070871716, + -0.0011884818448220395, + -0.001186050158939765, + 0.0011849089049909749, + -0.001176293302590864, + 0.0011761738992557694, + 0.0011693498740714813, + 0.001169073869255173, + -0.001165351950162079, + -0.0011645292910685114, + -0.0011610385047014775, + 0.0011573735777742956, + 0.0011466664042616183, + 0.0011398016758560573, + -0.0011372233501834032, + 0.0011322921273052258, + -0.0011238482745238492, + 0.001118760325628207, + -0.0011164013848647628, + -0.0011152885678111979, + -0.0011149250139576017, + 0.0011141553504328686, + 0.0010993976504375782, + 0.001095359055458676, + 0.0010833506261053113, + -0.0010828398090034289, + -0.0010774831080001038, + -0.0010771696185292127, + 0.0010768850486114789, + -0.0010709524395784663, + 0.0010706200388278424, + -0.0010667186555846043, + -0.0010628671171038417, + -0.001059083386838765, + 0.0010579498055350175, + 0.0010573959062546655, + -0.0010533446604578973, + -0.0010499642110257748, + 0.0010472510838158895, + 0.0010397154563668235, + 0.0010356004290715695, + 0.0010292105772633205, + -0.0010250587885925028, + -0.0010240651229334007, + 0.0010196013318629802, + -0.0010185957344501792, + -0.0010044079596502147, + -0.0009999438697769552, + 0.0009976022110793818, + -0.0009972938574826604, + 0.0009971930257283072, + 0.0009928037066704429, + -0.0009920171035943722, + 0.000990515489703756, + 0.0009865987041810208, + -0.0009861187017817146, + 0.000976869462676872, + -0.0009765715022546795, + 0.0009669323096368989, + -0.00095798286806459, + 0.0009571629489690897, + -0.0009549766438566412, + 0.0009416118571978068, + 0.0009378858494123053, + 0.0009311405583358964, + -0.0009279893690080977, + -0.0009279586542208161, + -0.0009262293022966924, + 0.0009254705345808417, + 0.000912505227679087, + -0.0009106295357727248, + 0.000910135963023052, + -0.000906910079849856, + 0.000902489194415158, + -0.0009017757088960965, + 0.0009012218562828401, + -0.0009001614177816394, + 0.0008960714136658064, + 0.0008941404164867085, + 0.0008911845760971398, + -0.0008878288145671955, + -0.0008843447234152525, + 0.0008818642588640481, + 0.0008795217356010101, + 0.000877964132405597, + -0.0008765014332563099, + 0.000875026802868875, + 0.0008739620661316886, + -0.0008717701110835768, + -0.0008699486330347444, + -0.0008667083098003577, + -0.0008664976130465962, + -0.0008649378413326775, + -0.0008619855184901492, + -0.0008559465138242452, + -0.0008545778992277796, + 0.0008499205426340033, + -0.0008492434322016926, + -0.0008402780521431295, + -0.0008321941007449063, + -0.0008303753160930107, + 0.0008291976030281035, + -0.0008257626692489694, + 0.0008229299756698273, + 0.0008207065447595054, + 0.0008099775644883811, + -0.000803882865654105, + -0.0008034155303136064, + 0.0008010275836033824, + 0.0007965458573095387, + -0.0007958024760009163, + -0.0007937617965571389, + 0.0007903308189975877, + 0.0007871759900893165, + -0.0007864192047890455, + 0.000781090693439324, + 0.0007771439265246216, + 0.0007754503133038083, + 0.0007684438895318898, + 0.0007662063501159935, + -0.0007560687698613031, + 0.0007481890485207498, + 0.0007462421350491572, + 0.0007350186521838189, + 0.0007317921440284084, + -0.0007208352076495267, + -0.0007124855017412192, + 0.0007106183123429309, + -0.000710455147810514, + -0.0007079211505836623, + -0.000706303840238346, + 0.000705943691080714, + 0.0007041049935317901, + -0.000700376163955154, + -0.0006963689420287594, + -0.000696086543477109, + 0.0006919235353017756, + 0.0006794612505991706, + -0.0006785376541061068, + -0.0006722458619808559, + 0.000670480586647882, + -0.000668671145970717, + 0.0006651895671772694, + -0.0006648679610124073, + 0.0006648553003745718, + 0.0006635427568300676, + 0.0006628169034024207, + -0.0006581159416423066, + -0.0006528029857708784, + -0.0006480004359241502, + -0.0006478814672136228, + 0.0006469038549761594, + -0.0006364104397210039, + -0.0006353522483511753, + 0.000632817595912858, + -0.0006260482248829378, + -0.0006259363172713484, + -0.0006246817066422085, + 0.0006217058884614145, + 0.0006174754657566042, + -0.0006169716964804608, + 0.0006168503758074145, + -0.0006070538682237487, + -0.0006040831909158987, + 0.0006025968019250301, + -0.0006009474155674828, + 0.0006003970611898719, + 0.0005982180267401387, + -0.0005873015927697608, + -0.0005867432196639905, + 0.000585444509158761, + 0.0005848757952671272, + -0.0005847491126041916, + -0.0005715659966183283, + 0.0005637965311770675, + 0.0005620191472569742, + -0.0005587873329410133, + 0.0005565200939258192, + -0.0005553798505147594, + 0.0005539966454180894, + 0.0005536691173083228, + 0.000552857959838808, + 0.0005527502089324483, + -0.0005502855265232516, + -0.0005445915279785736, + 0.0005422627753885094, + 0.0005392403545493277, + -0.0005370220333431489, + 0.0005327128641685896, + -0.000531707774281987, + 0.0005313921214497214, + 0.0005296762434249865, + -0.0005288337552661361, + -0.0005288060757584278, + 0.0005261266462888573, + -0.0005249431302537304, + 0.0005234513619339828, + 0.0005214451453065215, + 0.0005197242022363412, + -0.0005176625580266238, + -0.0005131482148978448, + -0.0005124927405265173, + -0.0005112073593471994, + -0.0005101400203915547, + -0.0005093444764726593, + -0.0005064848912039828, + -0.000505338792243055, + 0.0005050273657349133, + -0.0005048764384357319, + 0.0005048683803121419, + 0.0005045354232273948, + -0.000499628783828312, + 0.0004994808165468253, + 0.0004989427310227835, + 0.000498063132589004, + -0.0004908218607859322, + 0.0004862872479193166, + -0.0004846089982619569, + -0.0004838476573033822, + -0.0004808031595672397, + -0.00047726197380964017, + 0.0004727853261436828, + 0.000470305415123229, + 0.0004689794325050029, + 0.0004657520265841844, + 0.0004633794470536768, + 0.00046087809666241377, + 0.00045984661444408733, + -0.00045462532779751196, + 0.00045298896462655526, + 0.0004507766317838698, + 0.00044916518318417607, + -0.00044841139938997033, + 0.00044779239969111226, + 0.0004430030732340469, + -0.000440756259460143, + -0.00044072479891741793, + -0.00043891498588161944, + -0.0004375620947564594, + -0.0004363821105016248, + -0.0004358978155487903, + -0.00042611164021278135, + 0.00042559917388541396, + 0.00042526659191409184, + -0.00041921803827544137, + 0.00041129683093915354, + -0.0004060910375296463, + -0.00040332940433134636, + -0.00039697129566871296, + -0.000394479139536193, + 0.0003896288351215268, + 0.0003890812265634683, + -0.0003884374688513112, + 0.000384889787784564, + 0.000384878767705609, + -0.0003839573525313019, + -0.00038065403285344004, + 0.00038000080583422516, + -0.0003790364970811642, + -0.00037886877305544917, + 0.00037562830453844186, + -0.00037322657106623894, + -0.00036995847483836447, + 0.0003646187444903196, + 0.0003633228084773936, + 0.0003590531002987658, + -0.00035863419590090366, + 0.0003564060336185269, + 0.0003516588937429752, + -0.00035007112286097647, + 0.00034778852881555517, + -0.00034492585514212, + -0.00034294783935325625, + 0.00034202514256485465, + -0.0003411261690893185, + -0.00033854116868333383, + 0.0003371131094127316, + 0.00033457668196015117, + 0.0003341803425224644, + -0.00033346036118418775, + -0.000330614305429536, + -0.0003273523719238933, + 0.00032414695850946335, + -0.00031999868551203765, + 0.0003187758479792192, + -0.00031597647633833345, + 0.00031385590320861915, + -0.0003134070883730245, + 0.00031113666302638694, + 0.0003071529458862237, + 0.0003020311941914947, + 0.000298992795267893, + 0.0002980618887370259, + -0.0002959309366849811, + 0.00028846987133750217, + -0.00028403395677338274, + 0.0002833794872807496, + 0.00028223750305137477, + 0.0002793860536980915, + -0.00027835094851398883, + -0.00027650740123637274, + 0.000275323056493858, + 0.00027532050420784693, + -0.00027474353053008984, + 0.00027387782438789026, + -0.0002726790773318997, + -0.0002725607598778005, + -0.00027248854522413763, + 0.00026836029081314997, + 0.00026705895310922395, + 0.0002670405230614461, + 0.0002662860756241372, + 0.0002658353915270034, + -0.0002649080572906943, + 0.0002647034811143363, + 0.0002630777147077596, + 0.000262639576478666, + 0.00026187876761597626, + 0.0002608134173491004, + 0.00025976296311824707, + -0.00025955332016538063, + -0.0002564048445113781, + -0.0002562141532575741, + -0.00025614256988972336, + 0.0002544572508226733, + 0.00025395024609120413, + 0.0002539389755223648, + 0.00025311390417710646, + -0.000249433406722009, + -0.00024882377439048036, + -0.0002483753925012012, + -0.00024756247342021037, + -0.0002461201246242275, + -0.0002455682755366684, + 0.00024441606286183364, + -0.00024343499459279533, + 0.00024173192941659682, + 0.00024020973617749848, + 0.00023872981548577905, + -0.0002353843929879573, + 0.00023500812582458066, + -0.00023438599830281407, + -0.00023392050225476145, + -0.000229598471925493, + -0.00022931529306183902, + 0.00022368109596984667, + 0.0002207100056582752, + 0.00022061696981238432, + 0.00021803640438821889, + 0.0002169486469980955, + -0.00021668347378727616, + -0.00021589930175583703, + -0.00021468518833689872, + 0.00021452130477757738, + 0.00021448273272761667, + 0.00021157581884571517, + -0.00020676966008367545, + 0.00020558919215743422, + -0.0002016520382470027, + 0.00020149815609744092, + 0.00020027051934638315, + 0.00020012979199103846, + -0.00020003956639167122, + -0.00019949125492339388, + -0.0001992808128501045, + 0.000198914815420481, + -0.0001988064682037813, + 0.00019841580409413016, + 0.00019762804617006136, + -0.00019696748907803855, + -0.00019281564701012879, + -0.0001900720009776127, + 0.00018937895248645608, + 0.0001888130409903409, + -0.0001880866517550679, + 0.0001857425020645627, + 0.0001838949665313469, + -0.00018378515835986648, + -0.00018247601568819805, + 0.00018141856533003049, + 0.00017805451819140794, + -0.00017677966400686944, + -0.00017416046908050174, + 0.00017263669667599472, + -0.0001719226714803889, + 0.00017052714986254502, + 0.00016802700328471767, + 0.00016735347135840242, + 0.00016450534094131797, + 0.00016100916727865557, + -0.00015564928415146164, + -0.00015535774916779042, + 0.00015432090311859673, + 0.00015392005816513505, + 0.00015259604532990315, + -0.0001521083984850093, + 0.00015177054582459916, + 0.00015090376695579426, + 0.00015034994336355517, + -0.0001484396095603684, + 0.00014683608519610258, + 0.00014605534332765206, + 0.0001451453590573495, + -0.00014484999377716078, + 0.00014428693336564582, + -0.0001434537596172826, + 0.0001398478997054925, + 0.0001393238991121886, + 0.00013764891287235408, + 0.00013643834783427344, + 0.00013598821019256894, + -0.00013540800144377265, + -0.00013529120391823395, + 0.0001351579117805273, + -0.00013351317411560822, + -0.0001322221949172525, + -0.0001289528534663146, + 0.00012496883824687652, + -0.00012469992697321984, + -0.00012034884108425924, + 0.00011933999322857864, + 0.00011824656041799312, + -0.00011568501796311682, + 0.00011505506832765346, + -0.0001141034644578966, + -0.00011372101913572683, + -0.00011156418555760755, + -0.00011135905425476798, + -0.00010839256985974139, + 0.00010806124183718826, + 0.00010777585874693701, + 0.00010758270023918532, + -0.00010691234586867369, + 0.00010481613806113354, + 0.00010345505125470852, + -0.00010284263299310817, + -0.00010245166987379127, + 0.00010154996373884033, + -0.00010154988986589805, + -0.00010084356699854741, + 0.00010039433525357677, + 9.873163501392141e-05, + 9.776674938530858e-05, + 9.738867676387827e-05, + 9.57122425002173e-05, + -9.563310516957541e-05, + -9.467141719255843e-05, + -9.389783275543176e-05, + -9.233485781076288e-05, + 9.209041366603365e-05, + -9.138534516662383e-05, + -9.072035270336087e-05, + -9.070527478680332e-05, + -9.03583949938877e-05, + 8.971395205919622e-05, + 8.971090706064179e-05, + 8.806250311273631e-05, + 8.705306171468276e-05, + 8.617265743321655e-05, + 8.556227685478915e-05, + -8.541548310726068e-05, + -8.523313146445896e-05, + -8.517220316491205e-05, + -8.332672357654412e-05, + 8.007781634724581e-05, + 7.865785285480509e-05, + 7.860394955938325e-05, + -7.792295488271464e-05, + -7.703376338358283e-05, + 7.69224274125429e-05, + -7.573930907367448e-05, + -7.559342682723876e-05, + 7.558528240119205e-05, + 7.542571377267625e-05, + -7.488656404667178e-05, + -7.461245212325627e-05, + 7.40754995131344e-05, + 7.299052689746482e-05, + 7.228448018520718e-05, + 7.223579926450219e-05, + 7.022117984674114e-05, + -6.841266340779853e-05, + 6.828266065307156e-05, + 6.823761364486587e-05, + 6.613743429184819e-05, + 6.571785072246617e-05, + 6.478254224636499e-05, + -6.312562803422542e-05, + 6.311434507586375e-05, + -6.27779239542332e-05, + -6.14581375748897e-05, + 5.997746203533575e-05, + 5.931936548342843e-05, + 5.765923828876109e-05, + -5.6801826700329816e-05, + 5.5655266174202506e-05, + 5.520044805552804e-05, + -5.505096779801565e-05, + -5.31674260512128e-05, + 5.271372926442861e-05, + 5.2072994558410656e-05, + -5.179434311961608e-05, + 5.163046992445312e-05, + 5.11030940049193e-05, + -4.9885127776539906e-05, + -4.757506729304821e-05, + 4.692772009496523e-05, + -4.672829942032389e-05, + 4.667624043113336e-05, + -4.600209898863888e-05, + -4.463074585430239e-05, + 4.445764743221985e-05, + 4.219398149519847e-05, + 4.168923709996833e-05, + 4.1601676438731916e-05, + 4.141978134572292e-05, + 4.1354032214653096e-05, + 3.961357723765846e-05, + 3.927759459872067e-05, + -3.916416117588415e-05, + 3.914378251965525e-05, + -3.90609516068851e-05, + 3.843898300513342e-05, + 3.777828891217617e-05, + -3.711482249622057e-05, + -3.6988552619063634e-05, + 3.6547067633445835e-05, + -3.636446488214551e-05, + -3.604498788280631e-05, + 3.6023275880032175e-05, + -3.5773876498255545e-05, + 3.576946758759704e-05, + 3.4034688004724006e-05, + 3.399094527768261e-05, + 3.366722814520472e-05, + -3.3600704756579874e-05, + 3.244522354962133e-05, + 3.168164639814109e-05, + -3.001677491662424e-05, + 2.99795743736821e-05, + -2.9827115841798547e-05, + -2.9110047492942166e-05, + -2.8952741667163977e-05, + -2.8654017812023568e-05, + -2.843247206605382e-05, + -2.8188190247000288e-05, + -2.7934329652647834e-05, + 2.747632913692843e-05, + -2.6857885507314102e-05, + 2.6841521012403233e-05, + -2.6790201502483454e-05, + -2.65632092335892e-05, + -2.6289394825323723e-05, + 2.580773759558101e-05, + 2.4977410749962294e-05, + -2.4910991757821873e-05, + 2.4176062747887497e-05, + 2.3991403309110373e-05, + 2.361291428204919e-05, + 2.360516779265482e-05, + -2.3399429826407652e-05, + -2.299798917590266e-05, + 2.2648266939848346e-05, + 2.1795497366144655e-05, + -2.0807804316961855e-05, + 2.038222795453661e-05, + 2.0363426917424404e-05, + 1.962072251741054e-05, + 1.956657421751011e-05, + 1.9021118363408626e-05, + 1.9003217165706493e-05, + -1.895751837012108e-05, + -1.8803269342030226e-05, + -1.8740319554726684e-05, + 1.8306591984212495e-05, + -1.812342441970551e-05, + -1.794361119787462e-05, + -1.757475036770309e-05, + 1.7489059154635442e-05, + -1.7350485188666616e-05, + -1.7131914504678845e-05, + 1.7082595821232863e-05, + 1.6846943004589835e-05, + -1.6679391387129704e-05, + -1.6102169688415177e-05, + 1.602835829281111e-05, + 1.5779584591304193e-05, + 1.5653466213689955e-05, + 1.5645723548808985e-05, + 1.5576514367910713e-05, + 1.3361711706572428e-05, + -1.2879625226568494e-05, + 1.2514588192716453e-05, + 1.2052601907565294e-05, + -1.1786171470728328e-05, + 1.1596461660651072e-05, + -1.0984152502258767e-05, + -1.0919340323877959e-05, + 1.0888890840943339e-05, + -1.0636050131425801e-05, + -1.0124278715134456e-05, + -1.003870880602274e-05, + -1.0001550192046588e-05, + 9.960921959209006e-06, + 9.76178445745833e-06, + 9.483095990945704e-06, + 9.390471353477467e-06, + 9.325320571529193e-06, + -9.215266875114985e-06, + 8.6213440334245e-06, + -8.566340154343675e-06, + 8.268292043552479e-06, + 8.061295613977243e-06, + -7.709017861066269e-06, + 7.6252852364115164e-06, + -7.518186622642781e-06, + -7.356433149535938e-06, + 7.215563822780845e-06, + -6.851739316618193e-06, + 6.5065976471234255e-06, + -6.386985048267227e-06, + -5.213699768480312e-06, + 5.101546387104903e-06, + 5.070636695967696e-06, + 5.015584833141618e-06, + -4.990511580712329e-06, + -4.701978645174691e-06, + -4.673448900310258e-06, + -4.508750350927822e-06, + 4.46583142451525e-06, + 4.26513393483397e-06, + -4.186315863108311e-06, + 3.619403900395556e-06, + -3.609420398624235e-06, + -3.468792570670681e-06, + -3.4615616057043947e-06, + 3.416205356414711e-06, + -2.9834471160827305e-06, + 2.98295184020381e-06, + -2.5721630595182178e-06, + -2.116047510637485e-06, + -1.9207087997240784e-06, + 1.8895979497786416e-06, + 1.8517835493372181e-06, + 1.5089136210225896e-06, + 1.4192842689989773e-06, + 1.361326072108727e-06, + -1.2900814093324263e-06, + 1.199278640825693e-06, + -1.090259795458631e-06, + -1.04504377463333e-06, + -1.0031489504935092e-06, + 9.981123853270968e-07, + 8.592132389087592e-07, + -8.041466384650224e-07, + -7.173051066772023e-07, + -6.262695073009869e-07, + 5.752189875001042e-07, + -5.194159811217811e-07, + -4.786308632095761e-07, + 4.3240061134122614e-07, + 3.7384602659353167e-07, + 2.940629124929938e-07, + -2.599606187990031e-07, + 2.3209050090196507e-07, + 1.8345485049151393e-07, + -1.7981577506440932e-07, + 1.2280495770637304e-07, + -8.51497452904552e-08, + 4.9389005110264855e-08, + 4.694106015842931e-08, + 4.336526626689261e-08 + ], + "Absolute Coefficient": [ + 0.043486330314928316, + 0.036234050380263845, + 0.033585700712613, + 0.03192446978803009, + 0.03178548058009097, + 0.027826871825184854, + 0.027092003253536397, + 0.026840879354763734, + 0.026490084286561848, + 0.025766600394202577, + 0.025459748597198937, + 0.025111209697954127, + 0.02498469141210237, + 0.024600588527902235, + 0.02447230110371782, + 0.02437832997293193, + 0.024140067285741047, + 0.023703870301859675, + 0.02336336652397293, + 0.02291230587997964, + 0.02273655243806553, + 0.022133899604402624, + 0.022098761419632282, + 0.021732323438675927, + 0.02166662252484829, + 0.021571772233549356, + 0.021537823921420632, + 0.02132729255623579, + 0.02075803183100491, + 0.020723154637734307, + 0.020545027723758203, + 0.019400887952532666, + 0.018902504034331444, + 0.018695704270354826, + 0.018640475348268636, + 0.01838806370651297, + 0.01766897652580346, + 0.01763620521477557, + 0.01750038781091053, + 0.017436570827563523, + 0.017291066536387623, + 0.01710988480623751, + 0.017004986371775818, + 0.016947584007346052, + 0.01668126130648611, + 0.01660656462165372, + 0.015926944091799507, + 0.01591261082043239, + 0.015836022425003895, + 0.015554785751622058, + 0.015374235379380536, + 0.015349628154239204, + 0.01525702644319353, + 0.01481973429313269, + 0.014782748782780334, + 0.014419906485474967, + 0.014417473672679284, + 0.01426706875016231, + 0.014108043031253643, + 0.013910755130722475, + 0.01386007460321179, + 0.013566938058301031, + 0.013439821606163943, + 0.013325976550152184, + 0.013138102468483768, + 0.01311145864946411, + 0.012944839835685722, + 0.012920530772437577, + 0.012609175272891075, + 0.012591016209251743, + 0.012577181634393414, + 0.012559789995799094, + 0.012465762621298525, + 0.01241456905150557, + 0.012409330677361486, + 0.012361350418111067, + 0.012349603137615009, + 0.01222952639695983, + 0.012116368101497344, + 0.012033216475685277, + 0.012030771390661011, + 0.012028789543295107, + 0.011693035322907712, + 0.01163531398907684, + 0.011495849128564394, + 0.011406248581329813, + 0.011386080873275696, + 0.011373286643259855, + 0.01079673230784488, + 0.010781413736007401, + 0.010763161387115921, + 0.010741810583884737, + 0.010736853870519697, + 0.010697909233054076, + 0.01055721219681625, + 0.0103785692125879, + 0.010310064230075236, + 0.010241058197011673, + 0.010223940384566463, + 0.010197852652416527, + 0.010082825976222629, + 0.009948131666228639, + 0.009826042915763892, + 0.009788992784254392, + 0.009783424955166204, + 0.009746857615518367, + 0.009725734309403067, + 0.009703031911968462, + 0.009688530220285426, + 0.009626198969978317, + 0.009531077618567852, + 0.009512183419558631, + 0.009464846129288804, + 0.00942598373916019, + 0.009413367051647092, + 0.009336969722279816, + 0.00931971428587841, + 0.009293369720368106, + 0.00928626643295576, + 0.009221453760319107, + 0.009213682448101945, + 0.008994552732689731, + 0.00895258507036626, + 0.008867653052263773, + 0.008821371261087018, + 0.008747079669994374, + 0.0087417652907059, + 0.008680315049750921, + 0.0086486517466494, + 0.008550715747325405, + 0.008534933340506928, + 0.008525096721812397, + 0.008515675393438414, + 0.008466586841770037, + 0.008445698891733066, + 0.008424102635656308, + 0.008337496737434377, + 0.008313151173438142, + 0.008295216312453068, + 0.008280528720732283, + 0.008233633322032361, + 0.008212979035845442, + 0.008174955256834853, + 0.008146350202460084, + 0.00813855275004463, + 0.008119280365634788, + 0.008064740540026528, + 0.008063942303336766, + 0.008061188086700768, + 0.008018105819415955, + 0.007954471634609946, + 0.007899278942107839, + 0.007868859300555404, + 0.007760805243113663, + 0.007654233297624297, + 0.007648171940212727, + 0.007645430293072069, + 0.007594641261693065, + 0.007579485689322115, + 0.007531694981579256, + 0.007436241329720426, + 0.007430377983715893, + 0.007386907391518352, + 0.00729824472602737, + 0.007294314117290639, + 0.007198425979419829, + 0.007184312060087799, + 0.0071197715929204874, + 0.0070890302526855345, + 0.007054342988792252, + 0.007009693092467668, + 0.006950569573098539, + 0.006922924744109036, + 0.006876540134905494, + 0.006690135519413875, + 0.006686055078835372, + 0.006674734570197192, + 0.0064741641653804985, + 0.006453811280218841, + 0.00640249543812108, + 0.0063830382825077305, + 0.006381773452029766, + 0.006368521750514944, + 0.00634885369960489, + 0.006292301773358807, + 0.006264298787955578, + 0.006243593584614056, + 0.006241742162303922, + 0.006196435590926322, + 0.006135752973618465, + 0.006126561954394884, + 0.006037707673812763, + 0.006031842392096869, + 0.006001800753375537, + 0.005961093487909138, + 0.005960084392211806, + 0.005950544698508302, + 0.005858351643874174, + 0.005821779478182686, + 0.005767044003954605, + 0.005755321761218414, + 0.005753513565398412, + 0.005723047321620887, + 0.0057228995360646, + 0.005721456223511857, + 0.005690304936725554, + 0.005659880964993895, + 0.005635096556683155, + 0.0056005983894756506, + 0.005593469736255313, + 0.005590632409446731, + 0.005503068174474415, + 0.0054843009440423435, + 0.005435967717223318, + 0.00542585331601531, + 0.0053789337137587654, + 0.005374740929222984, + 0.005343347640999668, + 0.0052739878725531816, + 0.005272949506998477, + 0.005270114933680342, + 0.005253703724470243, + 0.005186551896081032, + 0.005146760408768093, + 0.005144999058618019, + 0.005126696562345281, + 0.005098678007572099, + 0.005045109316621164, + 0.0050404878229585535, + 0.005016957651581231, + 0.005015790530815095, + 0.004978787598864837, + 0.004943071312594, + 0.004874358842231483, + 0.004831536388161147, + 0.0048163343256146405, + 0.004797116790078084, + 0.004784009483768069, + 0.0047374961390695995, + 0.0047276112077054636, + 0.004706359238585537, + 0.004694524496965522, + 0.0046936179308210745, + 0.004665121328996346, + 0.004659293509025059, + 0.004656106471757316, + 0.004653052463087023, + 0.00463840505565166, + 0.004626738232533875, + 0.004581735574143535, + 0.004577879757476457, + 0.004565695154738022, + 0.004486371395660493, + 0.004465134651257217, + 0.004423960172792107, + 0.004417892779638508, + 0.004401890168704993, + 0.004384368631230725, + 0.004379677460069035, + 0.00437857825464213, + 0.004350855589545745, + 0.004350140768605075, + 0.004344839798383342, + 0.0042394521669836885, + 0.004219172463575562, + 0.0041768642993830546, + 0.004167651953782633, + 0.004119647741916204, + 0.004099625595751234, + 0.004090250540535441, + 0.0040731683189642294, + 0.004064514263966169, + 0.004059606282593301, + 0.004051110571683168, + 0.0040484731908770645, + 0.004045790541406629, + 0.004016269520296212, + 0.004008354342213202, + 0.004007018304782389, + 0.004002757163368629, + 0.003977279353803201, + 0.00396137462008495, + 0.003960452056224248, + 0.003955630647445445, + 0.003948831523101513, + 0.003948779267611509, + 0.00390841434523874, + 0.003884107331515965, + 0.0038727332756029664, + 0.003869466245942624, + 0.0038618292254321766, + 0.00385554056073588, + 0.0038438477292437115, + 0.0038389512039123364, + 0.0038368874241713163, + 0.0038360979241753093, + 0.0038357511047718115, + 0.0038180747703272836, + 0.003814794271586694, + 0.003802948333649791, + 0.0037946753622340058, + 0.0037874956722561107, + 0.003778225292479011, + 0.0037757925081994994, + 0.003774025902532952, + 0.003773579601635101, + 0.003771696160457706, + 0.0037531825955399935, + 0.0037322391224799156, + 0.0037224857136825018, + 0.0037219088159223964, + 0.0037178992536002174, + 0.0037017863381361834, + 0.003701198856707903, + 0.003690429993641726, + 0.0036684759402070503, + 0.0036456375855498406, + 0.003608928155962196, + 0.003599566198791026, + 0.0035829360104627154, + 0.003577073998206392, + 0.0035636136343099333, + 0.003550677383425108, + 0.003529301243932194, + 0.0035147745971757976, + 0.0035137051557462655, + 0.0035113113317321526, + 0.003508247780129244, + 0.0034651170459688574, + 0.0034376155244568076, + 0.003432357077423065, + 0.003422783692559593, + 0.0034102867315177116, + 0.00341002385525488, + 0.003406389229221191, + 0.003394889103763535, + 0.0033708955305787177, + 0.0033320248229886133, + 0.003314681294301126, + 0.0033135037985437734, + 0.0033039716401485216, + 0.0032984672835581186, + 0.0032930119736643572, + 0.003283242400308343, + 0.003279784490885548, + 0.0032789464871516324, + 0.003270039884404069, + 0.0032693750373003917, + 0.003257755291355736, + 0.003256142605683664, + 0.0032507371488239667, + 0.00324992481774398, + 0.0032306215871722908, + 0.0032293379917737986, + 0.0032188949738736947, + 0.003194857763280821, + 0.003176429841066072, + 0.0031731900650168593, + 0.0031675629473863535, + 0.0031455638730423577, + 0.003101486322594058, + 0.003084445596810088, + 0.0030828520348311485, + 0.003072146811830191, + 0.0030517417646215243, + 0.003011698696283401, + 0.0030036957135533638, + 0.002996314939921723, + 0.0029699773389835755, + 0.0029588354328791934, + 0.002952052569180317, + 0.0029511363970248583, + 0.002946857595209017, + 0.00294224800730291, + 0.0028931127027691105, + 0.0028925239247257744, + 0.002888793457158978, + 0.0028793571992313275, + 0.0028487813280180675, + 0.0028469089026935575, + 0.0028432377108220308, + 0.0028404586085674344, + 0.0028329789650692015, + 0.0028132418213779936, + 0.002812284047506175, + 0.0027933205502620683, + 0.0027914978955740437, + 0.0027821066682062814, + 0.0027798075596293806, + 0.002779672623573612, + 0.002773337375953112, + 0.0026983633582756007, + 0.0026762783853455777, + 0.00267331345424243, + 0.002666386977219128, + 0.0026535597534855155, + 0.0026386862616985416, + 0.002627314656258663, + 0.0026244806930142556, + 0.002600582397548493, + 0.0025787397335155053, + 0.002569576689625799, + 0.0025604171624533543, + 0.0025574945834774547, + 0.0025202804364928646, + 0.002502602265779853, + 0.002477908183862263, + 0.0024698061037357684, + 0.0024680649400964107, + 0.0024671707322388653, + 0.0024609714672383697, + 0.002459409028545888, + 0.0024584592728962066, + 0.002448757599271467, + 0.0024468890496624957, + 0.002439772465493467, + 0.0024049806849364276, + 0.002399485652483008, + 0.00239388346479787, + 0.0023913431194588775, + 0.002390289681283251, + 0.0023716318625910597, + 0.0023646531704677597, + 0.002353559876434869, + 0.002347192560807008, + 0.0023306935497200824, + 0.0023303913991494295, + 0.0023227532476390238, + 0.002316764214677934, + 0.0023129870819748517, + 0.002309261053306718, + 0.0023069218099148595, + 0.002305273648866059, + 0.002302825310081964, + 0.0022900615373140686, + 0.0022885871887390967, + 0.0022831757900055594, + 0.0022710851969498756, + 0.0022513179579464627, + 0.0022474413227370742, + 0.002245671771810652, + 0.0022240720586736112, + 0.0022237857628287006, + 0.0022013901223411044, + 0.0022009728415741613, + 0.0022006970382863257, + 0.002197111288956077, + 0.0021941062807756162, + 0.0021797047153865015, + 0.002173237422024488, + 0.002172787126325388, + 0.0021701650450754698, + 0.0021610739147748907, + 0.0021387929466898854, + 0.002136878346359602, + 0.002113896348319837, + 0.002113404785535627, + 0.0021053480784955056, + 0.0021008103610787184, + 0.0020955210850597187, + 0.0020891755533295406, + 0.002084842208406742, + 0.0020823897942648362, + 0.0020666905181898065, + 0.0020652181000006768, + 0.002056773992692826, + 0.0020565351885484845, + 0.002054012524542069, + 0.002042690604179727, + 0.0020289878060957265, + 0.002028972841457153, + 0.0020276762093173225, + 0.0020128952639192404, + 0.0020036702839569273, + 0.002001859712290531, + 0.0019855823083408664, + 0.001977007237173154, + 0.001976149313867442, + 0.0019718479110245914, + 0.001954079227188973, + 0.0019532948687425947, + 0.0019487283131204472, + 0.0019256025614746099, + 0.0019201394326414157, + 0.0019198967399566916, + 0.0019059478846985341, + 0.0018970726745366343, + 0.0018923884515210292, + 0.0018888899822310358, + 0.001884273099601456, + 0.0018776052710633272, + 0.0018665808181843534, + 0.001864194499259122, + 0.0018511906680861484, + 0.0018493464767651588, + 0.0018419657822255943, + 0.0018349719760693284, + 0.001832420372354839, + 0.0018239078799088416, + 0.0018212821227324013, + 0.0018086034056592165, + 0.0018060261086302965, + 0.0018037618448745309, + 0.0017928467036544898, + 0.0017901613894945043, + 0.0017856036031207159, + 0.0017828212863924236, + 0.0017678375405480113, + 0.0017581388658809976, + 0.001753521624948598, + 0.0017478980602121084, + 0.0017464360924153595, + 0.001741891944514092, + 0.0017409186555884003, + 0.0017382358922929339, + 0.0017381601757321566, + 0.0017325972330897589, + 0.0017288886941819815, + 0.0017234060312508847, + 0.0017174407573957954, + 0.001710604697969907, + 0.001709303833582548, + 0.0017075190088311114, + 0.0016989711619109357, + 0.0016980148655831682, + 0.0016876418107668483, + 0.0016784919497410265, + 0.001674107402625212, + 0.0016712001691386446, + 0.0016606584306516736, + 0.0016558721262561987, + 0.0016546657602664033, + 0.0016536525710189516, + 0.0016484796918742122, + 0.001644115295713258, + 0.0016430144703091217, + 0.001641506022377055, + 0.0016398365806402017, + 0.0016342227311381967, + 0.0016327603590291513, + 0.0016295402540704577, + 0.0016267002756965969, + 0.001622019535349767, + 0.0016191457034090888, + 0.0016088784565480387, + 0.0016034952457395228, + 0.0015915966819594132, + 0.0015910582245582195, + 0.001578571047355885, + 0.0015779525945147704, + 0.0015722057822308132, + 0.001549243434555512, + 0.0015353281458750211, + 0.0015217688326622035, + 0.0015188830424903857, + 0.0015173078895049394, + 0.0015140436188568391, + 0.001503984397558297, + 0.001498323188659504, + 0.0014982933182549555, + 0.0014951673758535915, + 0.0014782042584240037, + 0.00147400297064943, + 0.0014370674241770522, + 0.0014336195687962672, + 0.0014294576103168707, + 0.001423345902624972, + 0.0014207600709983548, + 0.0014082450898538546, + 0.0013965505994591547, + 0.0013944329501521743, + 0.0013925397177701607, + 0.001386919063994805, + 0.0013847249956110462, + 0.0013831996599982935, + 0.0013822505147701486, + 0.0013523060280988299, + 0.0013476515117933061, + 0.001346360071935557, + 0.0013457338933187844, + 0.0013442772133104572, + 0.0013436991984922203, + 0.0013431705715689513, + 0.001341460617901556, + 0.0013396214817627864, + 0.0013343126191393245, + 0.001301439915349747, + 0.0012744871127335633, + 0.0012703442293618811, + 0.0012667906382157806, + 0.001266127382350311, + 0.0012653278844457524, + 0.0012648089062073044, + 0.0012617758349311272, + 0.001249622237347052, + 0.0012465089808073983, + 0.0012433102007238413, + 0.0012415596837983868, + 0.0012395520740454671, + 0.0012350786029095087, + 0.0012339100617196415, + 0.0012275403258281065, + 0.0012222449325453243, + 0.001217820455262952, + 0.0012165697824245683, + 0.0012157281904153399, + 0.00121522251564001, + 0.0012109412991002674, + 0.0012095823502786848, + 0.001203256133118946, + 0.001196374613636167, + 0.001196366452103492, + 0.0011962378875674383, + 0.0011945643070871716, + 0.0011884818448220395, + 0.001186050158939765, + 0.0011849089049909749, + 0.001176293302590864, + 0.0011761738992557694, + 0.0011693498740714813, + 0.001169073869255173, + 0.001165351950162079, + 0.0011645292910685114, + 0.0011610385047014775, + 0.0011573735777742956, + 0.0011466664042616183, + 0.0011398016758560573, + 0.0011372233501834032, + 0.0011322921273052258, + 0.0011238482745238492, + 0.001118760325628207, + 0.0011164013848647628, + 0.0011152885678111979, + 0.0011149250139576017, + 0.0011141553504328686, + 0.0010993976504375782, + 0.001095359055458676, + 0.0010833506261053113, + 0.0010828398090034289, + 0.0010774831080001038, + 0.0010771696185292127, + 0.0010768850486114789, + 0.0010709524395784663, + 0.0010706200388278424, + 0.0010667186555846043, + 0.0010628671171038417, + 0.001059083386838765, + 0.0010579498055350175, + 0.0010573959062546655, + 0.0010533446604578973, + 0.0010499642110257748, + 0.0010472510838158895, + 0.0010397154563668235, + 0.0010356004290715695, + 0.0010292105772633205, + 0.0010250587885925028, + 0.0010240651229334007, + 0.0010196013318629802, + 0.0010185957344501792, + 0.0010044079596502147, + 0.0009999438697769552, + 0.0009976022110793818, + 0.0009972938574826604, + 0.0009971930257283072, + 0.0009928037066704429, + 0.0009920171035943722, + 0.000990515489703756, + 0.0009865987041810208, + 0.0009861187017817146, + 0.000976869462676872, + 0.0009765715022546795, + 0.0009669323096368989, + 0.00095798286806459, + 0.0009571629489690897, + 0.0009549766438566412, + 0.0009416118571978068, + 0.0009378858494123053, + 0.0009311405583358964, + 0.0009279893690080977, + 0.0009279586542208161, + 0.0009262293022966924, + 0.0009254705345808417, + 0.000912505227679087, + 0.0009106295357727248, + 0.000910135963023052, + 0.000906910079849856, + 0.000902489194415158, + 0.0009017757088960965, + 0.0009012218562828401, + 0.0009001614177816394, + 0.0008960714136658064, + 0.0008941404164867085, + 0.0008911845760971398, + 0.0008878288145671955, + 0.0008843447234152525, + 0.0008818642588640481, + 0.0008795217356010101, + 0.000877964132405597, + 0.0008765014332563099, + 0.000875026802868875, + 0.0008739620661316886, + 0.0008717701110835768, + 0.0008699486330347444, + 0.0008667083098003577, + 0.0008664976130465962, + 0.0008649378413326775, + 0.0008619855184901492, + 0.0008559465138242452, + 0.0008545778992277796, + 0.0008499205426340033, + 0.0008492434322016926, + 0.0008402780521431295, + 0.0008321941007449063, + 0.0008303753160930107, + 0.0008291976030281035, + 0.0008257626692489694, + 0.0008229299756698273, + 0.0008207065447595054, + 0.0008099775644883811, + 0.000803882865654105, + 0.0008034155303136064, + 0.0008010275836033824, + 0.0007965458573095387, + 0.0007958024760009163, + 0.0007937617965571389, + 0.0007903308189975877, + 0.0007871759900893165, + 0.0007864192047890455, + 0.000781090693439324, + 0.0007771439265246216, + 0.0007754503133038083, + 0.0007684438895318898, + 0.0007662063501159935, + 0.0007560687698613031, + 0.0007481890485207498, + 0.0007462421350491572, + 0.0007350186521838189, + 0.0007317921440284084, + 0.0007208352076495267, + 0.0007124855017412192, + 0.0007106183123429309, + 0.000710455147810514, + 0.0007079211505836623, + 0.000706303840238346, + 0.000705943691080714, + 0.0007041049935317901, + 0.000700376163955154, + 0.0006963689420287594, + 0.000696086543477109, + 0.0006919235353017756, + 0.0006794612505991706, + 0.0006785376541061068, + 0.0006722458619808559, + 0.000670480586647882, + 0.000668671145970717, + 0.0006651895671772694, + 0.0006648679610124073, + 0.0006648553003745718, + 0.0006635427568300676, + 0.0006628169034024207, + 0.0006581159416423066, + 0.0006528029857708784, + 0.0006480004359241502, + 0.0006478814672136228, + 0.0006469038549761594, + 0.0006364104397210039, + 0.0006353522483511753, + 0.000632817595912858, + 0.0006260482248829378, + 0.0006259363172713484, + 0.0006246817066422085, + 0.0006217058884614145, + 0.0006174754657566042, + 0.0006169716964804608, + 0.0006168503758074145, + 0.0006070538682237487, + 0.0006040831909158987, + 0.0006025968019250301, + 0.0006009474155674828, + 0.0006003970611898719, + 0.0005982180267401387, + 0.0005873015927697608, + 0.0005867432196639905, + 0.000585444509158761, + 0.0005848757952671272, + 0.0005847491126041916, + 0.0005715659966183283, + 0.0005637965311770675, + 0.0005620191472569742, + 0.0005587873329410133, + 0.0005565200939258192, + 0.0005553798505147594, + 0.0005539966454180894, + 0.0005536691173083228, + 0.000552857959838808, + 0.0005527502089324483, + 0.0005502855265232516, + 0.0005445915279785736, + 0.0005422627753885094, + 0.0005392403545493277, + 0.0005370220333431489, + 0.0005327128641685896, + 0.000531707774281987, + 0.0005313921214497214, + 0.0005296762434249865, + 0.0005288337552661361, + 0.0005288060757584278, + 0.0005261266462888573, + 0.0005249431302537304, + 0.0005234513619339828, + 0.0005214451453065215, + 0.0005197242022363412, + 0.0005176625580266238, + 0.0005131482148978448, + 0.0005124927405265173, + 0.0005112073593471994, + 0.0005101400203915547, + 0.0005093444764726593, + 0.0005064848912039828, + 0.000505338792243055, + 0.0005050273657349133, + 0.0005048764384357319, + 0.0005048683803121419, + 0.0005045354232273948, + 0.000499628783828312, + 0.0004994808165468253, + 0.0004989427310227835, + 0.000498063132589004, + 0.0004908218607859322, + 0.0004862872479193166, + 0.0004846089982619569, + 0.0004838476573033822, + 0.0004808031595672397, + 0.00047726197380964017, + 0.0004727853261436828, + 0.000470305415123229, + 0.0004689794325050029, + 0.0004657520265841844, + 0.0004633794470536768, + 0.00046087809666241377, + 0.00045984661444408733, + 0.00045462532779751196, + 0.00045298896462655526, + 0.0004507766317838698, + 0.00044916518318417607, + 0.00044841139938997033, + 0.00044779239969111226, + 0.0004430030732340469, + 0.000440756259460143, + 0.00044072479891741793, + 0.00043891498588161944, + 0.0004375620947564594, + 0.0004363821105016248, + 0.0004358978155487903, + 0.00042611164021278135, + 0.00042559917388541396, + 0.00042526659191409184, + 0.00041921803827544137, + 0.00041129683093915354, + 0.0004060910375296463, + 0.00040332940433134636, + 0.00039697129566871296, + 0.000394479139536193, + 0.0003896288351215268, + 0.0003890812265634683, + 0.0003884374688513112, + 0.000384889787784564, + 0.000384878767705609, + 0.0003839573525313019, + 0.00038065403285344004, + 0.00038000080583422516, + 0.0003790364970811642, + 0.00037886877305544917, + 0.00037562830453844186, + 0.00037322657106623894, + 0.00036995847483836447, + 0.0003646187444903196, + 0.0003633228084773936, + 0.0003590531002987658, + 0.00035863419590090366, + 0.0003564060336185269, + 0.0003516588937429752, + 0.00035007112286097647, + 0.00034778852881555517, + 0.00034492585514212, + 0.00034294783935325625, + 0.00034202514256485465, + 0.0003411261690893185, + 0.00033854116868333383, + 0.0003371131094127316, + 0.00033457668196015117, + 0.0003341803425224644, + 0.00033346036118418775, + 0.000330614305429536, + 0.0003273523719238933, + 0.00032414695850946335, + 0.00031999868551203765, + 0.0003187758479792192, + 0.00031597647633833345, + 0.00031385590320861915, + 0.0003134070883730245, + 0.00031113666302638694, + 0.0003071529458862237, + 0.0003020311941914947, + 0.000298992795267893, + 0.0002980618887370259, + 0.0002959309366849811, + 0.00028846987133750217, + 0.00028403395677338274, + 0.0002833794872807496, + 0.00028223750305137477, + 0.0002793860536980915, + 0.00027835094851398883, + 0.00027650740123637274, + 0.000275323056493858, + 0.00027532050420784693, + 0.00027474353053008984, + 0.00027387782438789026, + 0.0002726790773318997, + 0.0002725607598778005, + 0.00027248854522413763, + 0.00026836029081314997, + 0.00026705895310922395, + 0.0002670405230614461, + 0.0002662860756241372, + 0.0002658353915270034, + 0.0002649080572906943, + 0.0002647034811143363, + 0.0002630777147077596, + 0.000262639576478666, + 0.00026187876761597626, + 0.0002608134173491004, + 0.00025976296311824707, + 0.00025955332016538063, + 0.0002564048445113781, + 0.0002562141532575741, + 0.00025614256988972336, + 0.0002544572508226733, + 0.00025395024609120413, + 0.0002539389755223648, + 0.00025311390417710646, + 0.000249433406722009, + 0.00024882377439048036, + 0.0002483753925012012, + 0.00024756247342021037, + 0.0002461201246242275, + 0.0002455682755366684, + 0.00024441606286183364, + 0.00024343499459279533, + 0.00024173192941659682, + 0.00024020973617749848, + 0.00023872981548577905, + 0.0002353843929879573, + 0.00023500812582458066, + 0.00023438599830281407, + 0.00023392050225476145, + 0.000229598471925493, + 0.00022931529306183902, + 0.00022368109596984667, + 0.0002207100056582752, + 0.00022061696981238432, + 0.00021803640438821889, + 0.0002169486469980955, + 0.00021668347378727616, + 0.00021589930175583703, + 0.00021468518833689872, + 0.00021452130477757738, + 0.00021448273272761667, + 0.00021157581884571517, + 0.00020676966008367545, + 0.00020558919215743422, + 0.0002016520382470027, + 0.00020149815609744092, + 0.00020027051934638315, + 0.00020012979199103846, + 0.00020003956639167122, + 0.00019949125492339388, + 0.0001992808128501045, + 0.000198914815420481, + 0.0001988064682037813, + 0.00019841580409413016, + 0.00019762804617006136, + 0.00019696748907803855, + 0.00019281564701012879, + 0.0001900720009776127, + 0.00018937895248645608, + 0.0001888130409903409, + 0.0001880866517550679, + 0.0001857425020645627, + 0.0001838949665313469, + 0.00018378515835986648, + 0.00018247601568819805, + 0.00018141856533003049, + 0.00017805451819140794, + 0.00017677966400686944, + 0.00017416046908050174, + 0.00017263669667599472, + 0.0001719226714803889, + 0.00017052714986254502, + 0.00016802700328471767, + 0.00016735347135840242, + 0.00016450534094131797, + 0.00016100916727865557, + 0.00015564928415146164, + 0.00015535774916779042, + 0.00015432090311859673, + 0.00015392005816513505, + 0.00015259604532990315, + 0.0001521083984850093, + 0.00015177054582459916, + 0.00015090376695579426, + 0.00015034994336355517, + 0.0001484396095603684, + 0.00014683608519610258, + 0.00014605534332765206, + 0.0001451453590573495, + 0.00014484999377716078, + 0.00014428693336564582, + 0.0001434537596172826, + 0.0001398478997054925, + 0.0001393238991121886, + 0.00013764891287235408, + 0.00013643834783427344, + 0.00013598821019256894, + 0.00013540800144377265, + 0.00013529120391823395, + 0.0001351579117805273, + 0.00013351317411560822, + 0.0001322221949172525, + 0.0001289528534663146, + 0.00012496883824687652, + 0.00012469992697321984, + 0.00012034884108425924, + 0.00011933999322857864, + 0.00011824656041799312, + 0.00011568501796311682, + 0.00011505506832765346, + 0.0001141034644578966, + 0.00011372101913572683, + 0.00011156418555760755, + 0.00011135905425476798, + 0.00010839256985974139, + 0.00010806124183718826, + 0.00010777585874693701, + 0.00010758270023918532, + 0.00010691234586867369, + 0.00010481613806113354, + 0.00010345505125470852, + 0.00010284263299310817, + 0.00010245166987379127, + 0.00010154996373884033, + 0.00010154988986589805, + 0.00010084356699854741, + 0.00010039433525357677, + 9.873163501392141e-05, + 9.776674938530858e-05, + 9.738867676387827e-05, + 9.57122425002173e-05, + 9.563310516957541e-05, + 9.467141719255843e-05, + 9.389783275543176e-05, + 9.233485781076288e-05, + 9.209041366603365e-05, + 9.138534516662383e-05, + 9.072035270336087e-05, + 9.070527478680332e-05, + 9.03583949938877e-05, + 8.971395205919622e-05, + 8.971090706064179e-05, + 8.806250311273631e-05, + 8.705306171468276e-05, + 8.617265743321655e-05, + 8.556227685478915e-05, + 8.541548310726068e-05, + 8.523313146445896e-05, + 8.517220316491205e-05, + 8.332672357654412e-05, + 8.007781634724581e-05, + 7.865785285480509e-05, + 7.860394955938325e-05, + 7.792295488271464e-05, + 7.703376338358283e-05, + 7.69224274125429e-05, + 7.573930907367448e-05, + 7.559342682723876e-05, + 7.558528240119205e-05, + 7.542571377267625e-05, + 7.488656404667178e-05, + 7.461245212325627e-05, + 7.40754995131344e-05, + 7.299052689746482e-05, + 7.228448018520718e-05, + 7.223579926450219e-05, + 7.022117984674114e-05, + 6.841266340779853e-05, + 6.828266065307156e-05, + 6.823761364486587e-05, + 6.613743429184819e-05, + 6.571785072246617e-05, + 6.478254224636499e-05, + 6.312562803422542e-05, + 6.311434507586375e-05, + 6.27779239542332e-05, + 6.14581375748897e-05, + 5.997746203533575e-05, + 5.931936548342843e-05, + 5.765923828876109e-05, + 5.6801826700329816e-05, + 5.5655266174202506e-05, + 5.520044805552804e-05, + 5.505096779801565e-05, + 5.31674260512128e-05, + 5.271372926442861e-05, + 5.2072994558410656e-05, + 5.179434311961608e-05, + 5.163046992445312e-05, + 5.11030940049193e-05, + 4.9885127776539906e-05, + 4.757506729304821e-05, + 4.692772009496523e-05, + 4.672829942032389e-05, + 4.667624043113336e-05, + 4.600209898863888e-05, + 4.463074585430239e-05, + 4.445764743221985e-05, + 4.219398149519847e-05, + 4.168923709996833e-05, + 4.1601676438731916e-05, + 4.141978134572292e-05, + 4.1354032214653096e-05, + 3.961357723765846e-05, + 3.927759459872067e-05, + 3.916416117588415e-05, + 3.914378251965525e-05, + 3.90609516068851e-05, + 3.843898300513342e-05, + 3.777828891217617e-05, + 3.711482249622057e-05, + 3.6988552619063634e-05, + 3.6547067633445835e-05, + 3.636446488214551e-05, + 3.604498788280631e-05, + 3.6023275880032175e-05, + 3.5773876498255545e-05, + 3.576946758759704e-05, + 3.4034688004724006e-05, + 3.399094527768261e-05, + 3.366722814520472e-05, + 3.3600704756579874e-05, + 3.244522354962133e-05, + 3.168164639814109e-05, + 3.001677491662424e-05, + 2.99795743736821e-05, + 2.9827115841798547e-05, + 2.9110047492942166e-05, + 2.8952741667163977e-05, + 2.8654017812023568e-05, + 2.843247206605382e-05, + 2.8188190247000288e-05, + 2.7934329652647834e-05, + 2.747632913692843e-05, + 2.6857885507314102e-05, + 2.6841521012403233e-05, + 2.6790201502483454e-05, + 2.65632092335892e-05, + 2.6289394825323723e-05, + 2.580773759558101e-05, + 2.4977410749962294e-05, + 2.4910991757821873e-05, + 2.4176062747887497e-05, + 2.3991403309110373e-05, + 2.361291428204919e-05, + 2.360516779265482e-05, + 2.3399429826407652e-05, + 2.299798917590266e-05, + 2.2648266939848346e-05, + 2.1795497366144655e-05, + 2.0807804316961855e-05, + 2.038222795453661e-05, + 2.0363426917424404e-05, + 1.962072251741054e-05, + 1.956657421751011e-05, + 1.9021118363408626e-05, + 1.9003217165706493e-05, + 1.895751837012108e-05, + 1.8803269342030226e-05, + 1.8740319554726684e-05, + 1.8306591984212495e-05, + 1.812342441970551e-05, + 1.794361119787462e-05, + 1.757475036770309e-05, + 1.7489059154635442e-05, + 1.7350485188666616e-05, + 1.7131914504678845e-05, + 1.7082595821232863e-05, + 1.6846943004589835e-05, + 1.6679391387129704e-05, + 1.6102169688415177e-05, + 1.602835829281111e-05, + 1.5779584591304193e-05, + 1.5653466213689955e-05, + 1.5645723548808985e-05, + 1.5576514367910713e-05, + 1.3361711706572428e-05, + 1.2879625226568494e-05, + 1.2514588192716453e-05, + 1.2052601907565294e-05, + 1.1786171470728328e-05, + 1.1596461660651072e-05, + 1.0984152502258767e-05, + 1.0919340323877959e-05, + 1.0888890840943339e-05, + 1.0636050131425801e-05, + 1.0124278715134456e-05, + 1.003870880602274e-05, + 1.0001550192046588e-05, + 9.960921959209006e-06, + 9.76178445745833e-06, + 9.483095990945704e-06, + 9.390471353477467e-06, + 9.325320571529193e-06, + 9.215266875114985e-06, + 8.6213440334245e-06, + 8.566340154343675e-06, + 8.268292043552479e-06, + 8.061295613977243e-06, + 7.709017861066269e-06, + 7.6252852364115164e-06, + 7.518186622642781e-06, + 7.356433149535938e-06, + 7.215563822780845e-06, + 6.851739316618193e-06, + 6.5065976471234255e-06, + 6.386985048267227e-06, + 5.213699768480312e-06, + 5.101546387104903e-06, + 5.070636695967696e-06, + 5.015584833141618e-06, + 4.990511580712329e-06, + 4.701978645174691e-06, + 4.673448900310258e-06, + 4.508750350927822e-06, + 4.46583142451525e-06, + 4.26513393483397e-06, + 4.186315863108311e-06, + 3.619403900395556e-06, + 3.609420398624235e-06, + 3.468792570670681e-06, + 3.4615616057043947e-06, + 3.416205356414711e-06, + 2.9834471160827305e-06, + 2.98295184020381e-06, + 2.5721630595182178e-06, + 2.116047510637485e-06, + 1.9207087997240784e-06, + 1.8895979497786416e-06, + 1.8517835493372181e-06, + 1.5089136210225896e-06, + 1.4192842689989773e-06, + 1.361326072108727e-06, + 1.2900814093324263e-06, + 1.199278640825693e-06, + 1.090259795458631e-06, + 1.04504377463333e-06, + 1.0031489504935092e-06, + 9.981123853270968e-07, + 8.592132389087592e-07, + 8.041466384650224e-07, + 7.173051066772023e-07, + 6.262695073009869e-07, + 5.752189875001042e-07, + 5.194159811217811e-07, + 4.786308632095761e-07, + 4.3240061134122614e-07, + 3.7384602659353167e-07, + 2.940629124929938e-07, + 2.599606187990031e-07, + 2.3209050090196507e-07, + 1.8345485049151393e-07, + 1.7981577506440932e-07, + 1.2280495770637304e-07, + 8.51497452904552e-08, + 4.9389005110264855e-08, + 4.694106015842931e-08, + 4.336526626689261e-08 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 82.8, + "precision": 21.9047619047619, + "recall": 19.714285714285715, + "f1": 20.085470085470085 + }, + "selection": { + "precision": 0.5846171491147765, + "recall": 8.571428571428571, + "f1": 1.0945697952035558, + "jaccard": 0.5507554652158551 + } + } +} \ No newline at end of file diff --git a/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Osteoarthritis.json b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Osteoarthritis.json new file mode 100644 index 0000000000000000000000000000000000000000..12f304b21218d78222e572b405f6c010126aa461 --- /dev/null +++ b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Osteoarthritis.json @@ -0,0 +1,3825 @@ +{ + "significant_genes": { + "Variable": [ + "AATF", + "AADAC", + "ALPK2", + "ACTMAP", + "A2M", + "ABCC6", + "ABCF2", + "ACSM4", + "ACADVL", + "AAMDC", + "ACOT4", + "AASDHPPT", + "ABHD2", + "ACSM5", + "ABCB10", + "ADAMTS12", + "ACOT2", + "ACRV1", + "ABCB8", + "ANKRD40", + "ADGRG4", + "ABCE1", + "ACTN3", + "ACAT2", + "ABI3BP", + "ALDH4A1", + "ABCC10", + "ART3", + "AGR2", + "ALDH1L1", + "AACS", + "ABCC13", + "ADGRE4P", + "AK2", + "AGRP", + "ABCC8", + "ADAMTSL5", + "ABCA8", + "AFG1L", + "ACSM2A", + "ABLIM3", + "ABHD17B", + "AHCYL2", + "AADACL3", + "ABHD1", + "ADAM21P1", + "ADAMTSL2", + "AEN", + "ABCA6", + "ALDOB", + "ARHGAP24", + "ACSM3", + "ADRA1A", + "ABCA12", + "ALKBH4", + "ACTR2", + "ARL3", + "ABCB5", + "ACBD6", + "ABLIM2", + "AKAP7", + "ACTR5", + "ABHD5", + "AFF2", + "ABCC9", + "ADCY9", + "ACMSD", + "ACO2", + "ABHD13", + "ABHD17A", + "ADAD1", + "ADCYAP1", + "ANKZF1", + "ANKK1", + "ABCA11P", + "ACTR10", + "ADH5", + "AGER", + "ADAP2", + "AOX1", + "ARHGAP22", + "ADAD2", + "ALAD", + "ADGRD2", + "APCS", + "AIRIM", + "ALDH7A1", + "ABHD12", + "ABI1", + "BPIFA4P", + "ACTRT1", + "AARSD1", + "APBA3", + "ADGRG2", + "ABRAXAS1", + "ACKR1", + "ABCC4", + "ABCA10", + "ASIP", + "ACOT1", + "ARHGAP23", + "BBS5", + "ABCB11", + "ADCY1", + "ALOX12P2", + "ACACB", + "APLP1", + "ABCB4", + "AP4M1", + "AKAP8", + "BMP5", + "A3GALT2", + "ANO3", + "AP2S1", + "ADA", + "ADORA3", + "ACKR3", + "ALDH1L2", + "ACSL5", + "AKAP1", + "ALX1", + "ALG1L1P", + "ACER1", + "ANK3", + "AKR1B15", + "AGAP7P", + "APOBEC3H", + "C3orf20", + "ALDH18A1", + "AEBP1", + "BHLHE22", + "ANGEL2", + "C1orf167", + "ALG9", + "ABAT", + "ADAM21", + "ADGRG6", + "ATG10", + "ADGRF2P", + "APCDD1", + "AFDN-DT", + "APLN", + "ARID1A", + "C2", + "ADCK5", + "ARSL", + "AADAT", + "HMGB4", + "ANGPT2", + "ASXL1", + "ACTL6B", + "ARHGEF19", + "ARFRP1", + "ADK", + "AFAP1L1", + "CTXN2", + "ADO", + "AARS1", + "ADAMTSL4", + "ADGRV1", + "ABCD1", + "ADAM32", + "CETN3", + "A1BG", + "ABRA", + "ATXN1L", + "ADAM5", + "ADORA1", + "ANO7", + "AP4B1", + "ANKFN1", + "ADTRP", + "AKR1C8", + "CHRM1", + "ARHGEF15", + "CACNA2D1", + "ANAPC15", + "APEX2", + "AK3", + "BANP", + "C12orf43", + "ACAP3", + "ALCAM", + "ALDH16A1", + "BAGE2", + "ACTL10", + "ANO1", + "ADAM22", + "AACSP1", + "ACP5", + "ACP2", + "ANKAR", + "AP5S1", + "ASTE1", + "AHSP", + "ADIPOR1", + "ADAMTS8", + "ADAMTS16", + "AP2A2", + "ANKRD34A", + "ANKRD13C", + "CLEC4GP1", + "ANKMY1", + "AIPL1", + "CNPY1", + "CAPN11", + "COLEC10", + "AAK1", + "AP4E1", + "ACSM1", + "ACVR1C", + "ALPL", + "AAAS", + "ACTR6", + "ADCY4", + "ASPN", + "ACTL7A", + "ANKS4B", + "ADAMTSL1", + "AURKC", + "CD109", + "ADAMTS10", + "AMELX", + "AGT", + "ARID3C", + "DHX30", + "AICDA", + "ATRX", + "ATF1", + "ANAPC2", + "ANKRD24", + "ACOX3", + "ABCF3", + "ASB16-AS1", + "AKIRIN2", + "APOLD1", + "AKAP14", + "BDH2", + "BCL2L12", + "CA14", + "ACVR2A", + "ABR", + "ARHGEF16", + "AGAP4", + "C1orf216", + "ARLN", + "ATAT1", + "ACADL", + "CAND2", + "CRTC3", + "ACO1", + "ABHD11", + "GARNL3", + "ANKLE2", + "ADAM8", + "ABRAXAS2", + "ARHGEF28", + "AMY2B", + "ADGRF4", + "C10orf55", + "ANKRA2", + "ANAPC7", + "ANKRD54", + "ALDH3A2", + "CDH7", + "AQP1", + "CCAR2", + "ATAD3B", + "ACYP2", + "ANAPC4", + "CHRDL2", + "ADGRB2", + "BMERB1", + "AMER3", + "ACSM2B", + "ANOS1", + "FUZ", + "AZGP1", + "AQP4", + "AMPH", + "BDNF-AS", + "BRI3BP", + "APOBEC3D", + "ACTN2", + "ARHGAP32", + "ABCA3", + "BRWD1-AS2", + "ACTBL2", + "CLLU1-AS1", + "AP1S1", + "ATRNL1", + "ATP5MC3", + "CALR3", + "SCTR", + "ADIPOR2", + "C16orf87", + "CBX8", + "ABI3", + "AMPD3", + "BRDT", + "ADARB1", + "FAM225B", + "AIF1", + "DUX3", + "DAZL", + "CDYL", + "CGREF1", + "ABO", + "AKAP6", + "SNORD113-5", + "AADACL4", + "AIG1", + "ANKRD31", + "CDKL3", + "BAHCC1", + "BTNL2", + "CFAP20", + "BPESC1", + "ATP10D", + "ANO2", + "ARHGEF25", + "CCDC27", + "ABCA9", + "LILRA3", + "AMHR2", + "ARMH4", + "ADGRL1", + "ADGRE3", + "BMP2KL", + "ANKRD20A8P", + "ABITRAM", + "C7orf57", + "CHRM4", + "ANKRD20A2P", + "AVP", + "ACR", + "FAM90A13", + "COL11A1", + "BCL9L", + "AGPAT3", + "AKIRIN1", + "ACBD5", + "C3orf18", + "BMAL2", + "CHDH", + "BCO2", + "AKR1C4", + "MGAT5", + "ARR3", + "DLST", + "ANKRD18B", + "BRS3", + "ABCD2", + "ANKIB1", + "ATXN2L", + "ACTG1", + "CHST2", + "COQ3", + "ASAH1", + "ABCC3", + "GLRA1", + "C1orf53", + "ADGRL3", + "DAZ4", + "ABCB1", + "ABCA1", + "LOC654780", + "CLDN3", + "ALPK3", + "C1QBP", + "CLSTN2", + "DAPL1", + "TRIM42", + "DHDH", + "A4GNT", + "AAR2", + "DRAXIN", + "BCAT1", + "ADAMTS7", + "CLEC4M", + "ACTC1", + "ABCB6", + "ASPHD1", + "ANXA8", + "CENPL", + "CCDC116", + "ABCB9", + "ATP13A2", + "AKNA", + "ASB12", + "CHD1L", + "AQP6", + "CASP9", + "ANXA2P1", + "ADAMTS1", + "COL4A5", + "ADAM15", + "ANKRD27", + "DEFB103A", + "ATP5PD", + "CARD19", + "AGAP6", + "ABTB1", + "ACOXL", + "ANKRD18A", + "ANKRD35", + "ADGRA1", + "CACNA1A", + "PAFAH1B3", + "FANCB", + "ARMCX5", + "ANLN", + "ATP6V1F", + "AMPD1", + "ANK1", + "ACYP1", + "BTBD16", + "ADAM17", + "AVPR1A", + "ACOD1", + "AKR1A1", + "DUOXA1", + "AASS", + "AATK", + "ANKRD20A11P", + "ATF6B", + "ATP6V1G3", + "ADGRA3", + "CLTCL1", + "CATSPERE", + "APOL6", + "ADAMTS4", + "COL13A1", + "C5", + "AXIN2", + "CHRNB2", + "ARRDC1-AS1", + "ADORA2B", + "ARHGAP5", + "LOC727980", + "CBLL1", + "CRTAP", + "AHSG", + "AFDN", + "CNTNAP1", + "ADAM18", + "ADH4", + "ABCG4", + "APMAP", + "APEH", + "HRG", + "BIRC2", + "NLRP3", + "LOC613038", + "ATP12A", + "MIR302B", + "CLCN1", + "CNTN4", + "ANP32E", + "CCDC146", + "ARMCX3", + "ARHGAP10", + "EPS15L1", + "BBIP1", + "KCTD21", + "CDC14C", + "TMEM52", + "CPT1A", + "BCAS4", + "APOC3", + "CLDN23", + "CPE", + "ANKUB1", + "AMMECR1", + "CCDC144A", + "CCDC42", + "ABTB3", + "BST1", + "CARNS1", + "RLBP1", + "AGO1", + "C8orf58", + "C16orf78", + "AGRN", + "FBXL2", + "ADAM7", + "ARSB", + "BPY2", + "CFAP53", + "BMPER", + "AHCY", + "INSM2", + "CNR2", + "AGPAT4", + "AWAT2", + "ADGRF1", + "BARHL2", + "BDKRB2", + "DPEP1", + "CSNK1E", + "COL5A3", + "C1S", + "ADIPOQ", + "IL1RAPL2", + "FABP2", + "ACAP2", + "PBX3", + "AMDHD2", + "CCDC83", + "CPNE9", + "CRTC1", + "ATP6V1G2", + "CARMIL1", + "ADGB", + "EXD1", + "PKD1L1-AS1", + "FAM120C", + "AGO2", + "ACSS3", + "CLIP3", + "ARL14", + "ARMS2", + "EDIL3", + "FIGLA", + "RASD2", + "ARF5", + "AGBL2", + "ANKRD40CL", + "BMP3", + "IFITM5", + "C1orf105", + "GDPD5", + "CPZ", + "CITED1", + "GINS2", + "DTX1", + "ARL5C", + "CACNG6", + "ATP6V1B1", + "PADI3", + "AP3D1", + "C10orf53", + "CDKN1B", + "AGAP11", + "CTSL3P", + "CDH22", + "BZW1", + "ARID5B", + "CSMD2", + "BNC2", + "ABCF1", + "COL15A1", + "KCNH5", + "ABHD14B", + "ALYREF", + "MIR602", + "CLN8", + "ASIC1", + "LOC646804", + "AFM", + "FST", + "BEND4", + "DYNC2H1", + "CCDC71", + "CA5A", + "BPIFB4", + "ACTA1", + "CHRM5", + "THOC6", + "CCDC191", + "CRLF1", + "PRODH2", + "ANXA9", + "C3AR1", + "BIRC8", + "CERS4", + "BRD1", + "ASPSCR1", + "KIAA1217", + "GCK", + "CCDC13", + "ACAT1", + "CCL15", + "CFAP141", + "IQUB", + "CLCA4", + "ALPK1", + "TACC2", + "CHSY1", + "AGTR2", + "CELF6", + "KRTAP23-1", + "CHKB", + "FTCD", + "BOC", + "CACNA1H", + "CLDN1", + "ATP5MF", + "CHPF2", + "BCHE", + "DNAH5", + "L1CAM", + "FGFR2", + "CABIN1", + "CDH18", + "ALG10", + "CORO1B", + "ADAT2", + "ATP5MK", + "CLCNKA", + "ARHGAP35", + "XKR7", + "DUX4L8", + "CCR5", + "FFAR4", + "C1QL4", + "CSH1", + "FRK", + "FAM90A16", + "ASCC2", + "ETV5", + "CLDN6", + "CPLX1", + "ARHGEF7", + "H3C2", + "AAGAB", + "ALDH2", + "ARFIP2", + "IER5L", + "CGB1", + "ASNSD1", + "ENPP6", + "ADRM1", + "CELP", + "CRYBB3", + "AMBN", + "BLK", + "CCDC152", + "MOCOS", + "ALDH9A1", + "CACNA1F", + "HDGF", + "ASIC4", + "CAPNS2", + "CEP72", + "BAIAP2", + "SPIRE2", + "NUS1P3", + "DEFB107B", + "ATOSB", + "E2F1", + "KCNH3", + "CCNK", + "CCDC144CP", + "CATSPERD", + "BCS1L", + "C2CD4A", + "RER1", + "CBR1", + "ADRB3", + "CD38", + "LINC00696", + "GLI4", + "ATE1", + "ADNP2", + "CBLN1", + "DLX6-AS1", + "CCHCR1", + "ARSJ", + "ANKRD53", + "CCNB3", + "ANKRD20A1", + "AGBL3", + "AGAP10P", + "AGPAT5", + "ATP2A1", + "CFAP298-TCP10L", + "KIAA1210", + "DRD3", + "CAVIN4", + "DNAJC5B", + "C8orf74", + "C11orf98", + "ALKBH7", + "NQO2", + "ADA2", + "DSCAML1", + "APOB", + "AKT2", + "ELOA3BP", + "ALG6", + "APRG1", + "CD19", + "CLIP2", + "CEACAM18", + "ADHFE1", + "ASIC5", + "HENMT1", + "BLCAP", + "PKD2L2", + "CSF1", + "ARL17B", + "CXADRP2", + "ARL17A", + "ISL2", + "ANXA8L1", + "COG7", + "RAD54L", + "NSMCE1", + "EPCIP", + "GRAMD1B", + "ASB17", + "KLK2", + "DNAH17", + "ZNF843", + "LACC1", + "CABP5", + "ACTRT3", + "AKR7A2", + "CES5A", + "HEBP1", + "CCT4", + "OR1A1", + "AMFR", + "C1QA", + "NXF4", + "ALDH3B1", + "ARHGAP12", + "CMC2", + "COMP", + "EGFL8", + "ADRA2A", + "ASB18", + "ANXA10", + "SNORD51", + "AGAP9", + "ADGRG1", + "GPR152", + "ATN1", + "ATP5PF", + "CDC42EP2", + "ARL13B", + "C20orf96", + "CDK15", + "ANGPTL1", + "MRGPRX1", + "BCAM", + "AGBL1", + "ZNF607", + "GPX3", + "B3GNT7", + "CENPM", + "ANKRD16", + "CCNB2", + "BOD1", + "FAM187B", + "LOC100131496", + "CLEC12B", + "LOC100130872", + "ANXA4", + "EHD3", + "C11orf87", + "AGK", + "ARPC5", + "B3GNT3", + "ANKS1B", + "FGFR4", + "CDK5RAP1", + "MTSS2", + "AUNIP", + "TOP1MT", + "ATP6V0A1", + "C2CD6", + "CHRNB4", + "AQP11", + "KCNJ5", + "ADAMTS3", + "EPHA1", + "GPR83", + "APOH", + "CNTF", + "OR8H1", + "ANP32A", + "LRP3", + "MVK", + "MIR524", + "BCO1", + "NPDC1", + "CCK", + "C12orf50", + "LZTS1", + "ARMC8", + "FAM210A", + "AKT1S1", + "BABAM1", + "APRT", + "APOBEC4", + "MYL9", + "CRCT1", + "TBX6", + "ATP6V1E2", + "C1orf146", + "CDCP1", + "BBS10", + "ABCC2", + "ARNT2", + "BBLN", + "DNAI3", + "FAM87A", + "ARHGAP8", + "AMMECR1L", + "CALB1", + "AKAP10", + "DRGX", + "ACCSL", + "HPN", + "AKR1C6P", + "DNAH14", + "WNT1", + "EPHA2", + "MYL10", + "FRAS1", + "AXIN1", + "CNTNAP2", + "AGPAT2", + "CHRNB1", + "BAG3", + "PBLD", + "C17orf50", + "IL22", + "CLEC11A", + "ELFN1", + "C1orf21", + "PHLDB1", + "ALKBH3", + "LIMA1", + "BLOC1S2", + "APOE", + "LOC729218", + "ASCL4", + "MPV17", + "BUD31", + "NAV3", + "CHRDL1", + "GNRHR2", + "DNHD1", + "CHI3L2", + "BARX2", + "SNORD91B", + "ARHGAP31", + "BPI", + "CTIF", + "HLA-C", + "ADAMDEC1", + "ATP2B4", + "HSD11B1", + "ACOT11", + "ABHD8", + "MIR141", + "MIR1915HG", + "BICDL2", + "ANKRD28", + "CDK9", + "MIR620", + "ANKRD11", + "ACLY", + "RIMBP3C", + "CMTM8", + "CDK3", + "AZU1", + "GGCX", + "RBFA", + "ASCC1", + "KCNA1", + "C2CD4D", + "CA6", + "TMEM171", + "AMER1", + "GRHL3", + "AGXT", + "LRRC32", + "CDRT4", + "AFAP1", + "CPXM2", + "ALS2CL", + "ANKRD20A3P", + "AFG2B", + "INO80", + "CD72", + "ANGEL1", + "COX11", + "TRPM4", + "HCRTR2", + "ALKAL1", + "ADH5P4", + "LCE4A", + "ACSS1", + "CCIN", + "CLBA1", + "AP1M2", + "ARHGAP19", + "EML5", + "ACSS2", + "FAAP24", + "C3orf33", + "AGTPBP1", + "DRD1", + "FAM170B", + "CADM2", + "DSCR9", + "CCT6B", + "FOXF2", + "NR2F2", + "LOC647264", + "CASC2", + "EME1", + "LIMD2", + "MIR548Q", + "MIR629", + "OR8G2P", + "GLDC", + "CCDC50", + "ARIH2OS", + "CLHC1", + "CD4", + "IFNA5", + "CXCR3", + "ARRDC5", + "CD101", + "CCNG1", + "DMP1", + "C1GALT1", + "ARMC7", + "BTG2", + "CMC4", + "LYSMD4", + "CASK", + "HAS1", + "GGT7", + "ERICH4", + "ASB5", + "OMD", + "ABCG1", + "C12orf76", + "EFNB1", + "CRY2", + "PPIL6", + "RBP1", + "AGPS", + "ANGPTL4", + "BMP1", + "CD300E", + "CYP11B2", + "CLK2P1", + "BTNL3", + "CLK2", + "CHAT", + "ASIC2", + "COL26A1", + "DHRS3", + "ACSL6", + "ARSK", + "ADCY7", + "CYP2W1", + "CAMTA2", + "INO80C", + "ARG2", + "BAK1", + "BHLHA15", + "ATP2B2", + "GABRB1", + "CAPN14", + "CALML3", + "DERPC", + "PRSS37", + "CHST1", + "NCK1", + "SNORD119", + "MIRLET7C", + "COPB2", + "C11orf16", + "DDX43", + "COQ4", + "LDLRAD3", + "ENTR1", + "ACKR4", + "HOXD10", + "FASTKD5", + "CLPSL2", + "DEFA6", + "BAGE3", + "CREBL2", + "BRD3OS", + "CDC40", + "KRT81", + "ADCY2", + "RCN3", + "HNF1B", + "FMN2", + "MAP1LC3C", + "NMRAL1", + "ASB3", + "GATA1", + "ADRA1B", + "ANKRD22", + "CCM2", + "C2orf15", + "AKR1C1", + "GSTT1", + "GIP", + "DACT2", + "DMWD", + "CCDC144NL", + "MUC15", + "ANKRD2", + "AMH", + "BEX4", + "ATP1B2", + "BAGE", + "CDC42SE2", + "ALKBH5", + "DOLPP1", + "CSNK1A1P1", + "ALOX5", + "GTF2F1", + "BCL7B", + "SVOP", + "CCDC7", + "MFSD5", + "CYP7B1", + "DNAJB3", + "GCC2", + "CD180", + "LINC02870", + "GMDS", + "CEP135", + "ATP10A", + "DMAC2L", + "MECR", + "IL3", + "MIR494", + "BAZ2A", + "CSPG5", + "DNAJC17", + "CD177", + "ODAD3", + "ATP6V0E1", + "MIR29B1", + "BNIP1", + "DOK5", + "CFHR1", + "ADAT1", + "GRM4", + "CNGA4", + "LOC151760", + "CAD", + "IL12RB1", + "MIR455", + "ASTL", + "IQCF1", + "RRH", + "CERS5", + "TPRXL", + "C19orf18", + "KLK4", + "BCAR4", + "RBMY1A1", + "SUPT16H", + "ATL3", + "AS3MT", + "CSPG4", + "CDH16", + "SNORA25", + "DANCR", + "OBSL1", + "ASAH2", + "FKSG49", + "BAD", + "CCNQP1", + "BCL10", + "LRRC14", + "EXOC3L4", + "AP1G1", + "CXorf65", + "COPRS", + "AKAP11", + "CCNF", + "DPPA2", + "TP73", + "HLA-DOB", + "GLYAT", + "ECE2", + "CEP63", + "CSE1L", + "FAM151A", + "ARHGAP9", + "ART5", + "DRC12", + "PRSS53", + "LIN54", + "LRRC36", + "ARL1", + "KCNT2", + "IL6ST", + "NR0B2", + "BCKDHA", + "COX14", + "ELMOD2", + "CCDC69", + "DYNLT3", + "DBX2", + "GDI2", + "FAM3A", + "AK2P2", + "DEFB130A", + "TBPL2", + "SFMBT2", + "SAMD13", + "MRPL9", + "BMX", + "CARMIL2", + "GALP", + "COMMD7", + "ADSS2", + "AASDH", + "SPACDR", + "C3orf38", + "FAP", + "HIGD1C", + "AMER2", + "MRPL45", + "SNORD113-9", + "CCP110", + "ABHD10", + "RFC3", + "CT45A1", + "BTK", + "CDC45", + "BOLA3", + "MCU", + "COL4A2", + "APOL2", + "APEX1", + "LOC727884", + "PIWIL3", + "FAM219A", + "CFAP96", + "LOC391322", + "UCK2", + "NWD2", + "BORA", + "CECR2", + "RBMY1E", + "CDK8", + "ACTR1A", + "LTC4S", + "ANXA3", + "AEBP2", + "LTB4R", + "MRO", + "ASXL2", + "ATF2", + "GALR1", + "MARK1", + "KCMF1", + "H2BW2", + "BIRC6", + "COX5B", + "KLK5", + "ADGRG5", + "DNAI1", + "CRISP3", + "CFHR2", + "AMELY", + "HOXA11-AS", + "ARL10", + "SNPH", + "FGF17", + "PAGE1", + "TMSB15A", + "NMU", + "ARMCX5-GPRASP2", + "RCN1", + "HDHD3", + "PDE6H", + "UBE2Q2P2", + "CHRNB3", + "RIN1", + "KIR3DX1", + "OR6C76", + "OR4S2", + "BAZ1B", + "MAJIN", + "COMMD4", + "CAPN3", + "LAMB3", + "INMT", + "ACTR3B", + "BLVRB", + "CFAP61", + "IRX5", + "DSG2", + "C6orf118", + "B3GALT6", + "PCDHGB8P", + "KIAA0319", + "ADAMTS5", + "CLDN20", + "CDKN2B", + "CCL27", + "SCGB3A2", + "HRNR", + "BAG4", + "ANXA2", + "LSS", + "FAM87B", + "MNT", + "RENBP", + "ADORA2A", + "PRR30", + "MRPL28", + "ATP2A3", + "IL12B", + "FILIP1", + "BTN2A3P", + "TERB2", + "ATP6V0C", + "GDF9", + "CIAPIN1", + "AFG3L2", + "BBS4", + "ERICH5", + "B3GNT5", + "BOP1", + "ARHGAP29", + "ADGRB1", + "CDKN2A", + "ERCC6", + "BIN1", + "CNTROB", + "CD300LD-AS1", + "DLGAP1", + "CD164L2", + "RFPL3S", + "LOC653303", + "ADAM12", + "LY6G6D", + "PGAM1", + "PI16", + "CST6", + "CTPS2", + "CLTC", + "DNAAF6", + "ALDH1B1", + "MIR193B", + "FSCN2", + "LAMB2", + "CRMP1", + "MS4A10", + "ZNF454", + "DCAF8L2", + "GAD2", + "DISC1", + "C6orf52", + "DLC1", + "C15orf39", + "BORCS7" + ], + "Coefficient": [ + 0.03884980234388179, + 0.034478452102429766, + 0.032105002820051486, + 0.031486893520240686, + 0.02944079923051655, + 0.027880472726419404, + 0.02732382041858735, + -0.026329336349715106, + -0.026034378240647985, + -0.025836281291245804, + -0.025817167208520737, + -0.025572037154585003, + -0.025388557026296586, + -0.025372171188243753, + -0.025055290887083113, + 0.02471020441210873, + -0.02459679444147033, + 0.024211970637438605, + -0.023400914069613553, + 0.02330177486881244, + 0.022788448947264808, + 0.022738871798133713, + 0.022713522452452162, + -0.02248060437323632, + 0.022424024586284428, + 0.02241605488793462, + 0.021995287582406712, + 0.021617015105300414, + 0.021310777130827054, + -0.020560426582306324, + -0.020048995418609578, + 0.019067639499822098, + 0.01867256763163016, + -0.018376911636905156, + -0.01825089054016527, + -0.017967124065006355, + -0.01782537207407125, + -0.01759165705196579, + -0.01748433372531561, + 0.017402557099277852, + -0.01679139728459046, + -0.01671436209238725, + 0.016543567022085665, + 0.016472955770844164, + 0.016240329136336912, + -0.016049206501370965, + -0.015812800862564924, + -0.01567491471280357, + 0.015593904123451699, + 0.015452183933955964, + 0.015324605324969232, + -0.015182121098370015, + -0.014948449777198832, + -0.014745355889183005, + -0.014731414018226497, + 0.01450737230947462, + 0.014496416589585009, + 0.014445497180202863, + 0.014138922944273423, + -0.01401527166844808, + -0.013994988621240587, + -0.013433333753796258, + 0.013310680288848551, + 0.013300895794021909, + 0.01318860113619388, + 0.01308636955539067, + -0.013061959093774472, + 0.012961631316048237, + -0.012939565430695967, + 0.012894836159836361, + 0.012883489941771265, + -0.012865485333516943, + 0.012529531680846306, + -0.012375957718028456, + 0.012029632648471086, + 0.012009249167820488, + 0.011750382790702911, + -0.01163660540246719, + -0.011520242114436008, + -0.011482737286124485, + 0.011424760859336941, + -0.01138699224213206, + 0.011336410293773429, + -0.011173159145205534, + 0.011019652163209064, + 0.010984895209083384, + 0.010904241938731341, + -0.010869262417384808, + 0.010826876411748525, + 0.010825831262338555, + 0.010825183208433802, + -0.010755244175644925, + 0.010719700583972881, + 0.01069843648141893, + 0.010689212065973628, + -0.010639592633264965, + 0.010638723941486608, + 0.010620525162935702, + -0.010528357063485604, + -0.010494918640005454, + 0.010380859072781879, + 0.010322569855809895, + -0.010278458590569183, + -0.010230837406775039, + 0.010224250432138551, + 0.010195217784792293, + -0.010138697234466362, + -0.010135778851040576, + -0.010099946582187302, + 0.010090251551284509, + 0.010034770757238935, + 0.009721562113966247, + -0.009711395031689527, + -0.009691713239389716, + 0.009648888047317535, + -0.009590729107362576, + 0.009464154178871538, + 0.0094521976809084, + -0.009321583949152841, + -0.009285769371680363, + -0.009270587111953313, + 0.009196669557630382, + -0.009184160152858206, + 0.009139539592148629, + 0.009120933053813942, + -0.00900008717143708, + -0.008983490117717326, + 0.008830673762469887, + -0.008759873558541662, + 0.008729870361922555, + -0.008692827055372509, + 0.008687792054948441, + 0.008682637381800258, + -0.008671988018306842, + 0.008507387889690328, + -0.008433428834885357, + -0.008426496367843851, + -0.008424156535390035, + -0.008415747746607003, + -0.008297868191354467, + 0.00829629300118513, + -0.008284064854055698, + 0.008231485757404611, + -0.008202061486366582, + 0.008135258069190677, + -0.008088261886169124, + -0.008081676449379023, + -0.008032232928597822, + -0.007913553622031992, + 0.00782061108054209, + -0.007815532295905104, + 0.007786424516166153, + -0.007754517651458187, + -0.007680954820663524, + 0.00765429153924457, + 0.007577755294393701, + 0.00757715001344596, + 0.007562198718085728, + -0.007549366877225352, + 0.007513974765196893, + 0.007506006164544174, + -0.007500011239503344, + 0.007481550968643378, + 0.007451579196139466, + 0.007433908395238601, + -0.007358995125781791, + 0.007307442313014559, + 0.007296870003147734, + 0.007284884095737393, + 0.007125370378871401, + 0.0070259497169606255, + -0.0069759259297113565, + -0.006800121642391466, + 0.006650517092951651, + -0.006578910414784208, + 0.006555266347790443, + 0.006508646714998238, + -0.006466936732661807, + 0.006466747245499999, + 0.006446124108422171, + -0.006434468478930686, + 0.006427285347443986, + 0.00635776472984633, + -0.006262983936893197, + 0.006261719516641272, + 0.006239491494894736, + 0.006207859866007419, + 0.0061376392434434055, + 0.00609277643136941, + -0.006092357700419508, + 0.006086684569429482, + -0.006078664748009064, + 0.006067686247398073, + -0.006042787075004215, + -0.005960113804941415, + 0.005955093648946113, + -0.005916292685922764, + -0.0058589471751195, + -0.005825315137118143, + -0.005803766561394034, + 0.005758923052705545, + 0.0057224560840818655, + -0.00569404811872478, + 0.0056907529784194855, + 0.005654982127376628, + -0.005643682922016927, + 0.005641683136880401, + -0.00560206668901537, + 0.005590179936154285, + -0.005518219767343453, + 0.005467698417840627, + -0.005455687297534084, + -0.0054441564142407774, + 0.005435013702282288, + -0.005410522226528549, + -0.005388799986160471, + -0.0053881385747305945, + -0.005317815854037581, + -0.005309117223234018, + -0.005275073025060524, + -0.005259374946423542, + 0.0052111929665734, + -0.005186086898701151, + 0.005150093860893685, + -0.0051494819927748, + 0.005140255065685842, + 0.005106919556306977, + -0.005063618246554356, + 0.005062249977910395, + -0.0050362227982211905, + -0.0050332309283711045, + -0.005029467059068471, + 0.004906686656942595, + -0.004901035479092008, + -0.004898408021833908, + 0.004880448689310215, + -0.004866937697849609, + 0.004862337189584581, + -0.004782937173779915, + -0.004780160639510581, + 0.004778411181815627, + -0.004770288384309207, + -0.00475263886241411, + 0.00474952082308639, + 0.004728995718392799, + -0.004699604394749446, + -0.004665820858673031, + -0.004655174327494011, + -0.004638192288017558, + -0.004631597391512056, + 0.004618100449452036, + 0.0046134139706629825, + -0.0046045998496889095, + 0.004597660161940811, + -0.00459427410911004, + -0.0045881763367593255, + 0.004582173254126321, + 0.0045594222411658005, + 0.0045304879065154995, + -0.004492034145251244, + 0.0044448124355375394, + -0.0044335765402756635, + 0.004422902785727855, + -0.00441401312013204, + 0.004407523051247454, + 0.00440296122317583, + -0.004395600658764916, + -0.004392943158610273, + 0.0043837095985038025, + 0.004353376009639176, + 0.0043428752620210944, + 0.004336240673856068, + -0.004332058357766199, + 0.0043181896620042995, + -0.004314796768458412, + -0.0043110430725300155, + -0.004279788946631714, + -0.004243456245956594, + 0.004235827712548767, + -0.0042226616656088345, + -0.0041765985051640175, + -0.004171502007729005, + -0.004165742704900614, + 0.0041655799398864, + -0.0041610166606331185, + 0.004128684977066865, + 0.00410898697777308, + 0.00408236402875759, + 0.0040726521528815195, + -0.00403206288480381, + 0.004030692036214113, + -0.004021653428586057, + 0.004014150280626424, + 0.004012056148968254, + 0.004010155420090365, + -0.004004289111512061, + -0.003996964370917629, + -0.003984343938718667, + 0.0039678463145264515, + -0.003967586757309081, + 0.0039584130827240846, + -0.003954609654513132, + 0.003913960288253967, + -0.003887001662009959, + 0.003886450412693666, + 0.003886166854671452, + -0.0038843851356916907, + -0.0038500703327419526, + -0.00384423433580435, + -0.003783774370724038, + 0.0037607088927493772, + 0.0037202792329562883, + 0.003719416846641565, + 0.0037076357474403175, + -0.0037056014065380773, + -0.0037051600999915726, + 0.003693736950289206, + -0.003692468309831398, + -0.003668809765494701, + -0.00365465064941798, + 0.0036455473766271126, + -0.0036345452483442396, + 0.003605817341211971, + -0.0036055850528181567, + -0.0035963498644877062, + -0.0035724563774296686, + 0.003564626024185561, + 0.0035625536274782326, + -0.0035580517834183263, + -0.003552258591889528, + 0.0035352074015254247, + 0.0035218692983702057, + 0.003516482507478171, + 0.003508748164989635, + 0.0034906269172692316, + 0.003478178625976243, + -0.00345504374464512, + -0.003449494401690979, + -0.003416061963293582, + -0.003390040798372602, + 0.003376990294158816, + 0.003359315233660031, + 0.003359148777370289, + 0.0033454795706597917, + -0.0033436751426841964, + -0.0033422847854949257, + -0.003334537539213191, + -0.00333388380692158, + 0.0033225165176260303, + 0.0032905844451832237, + 0.003272603403280307, + 0.0032671458260408797, + -0.0032582360182912837, + -0.0032539874830927163, + -0.0032247768243288464, + -0.003221524517337468, + -0.0032181446860572206, + -0.0032108994675518424, + 0.0031863814829481605, + 0.0031712316243945196, + 0.0031204230778695305, + 0.003113507957161654, + -0.0031119020206918113, + 0.0031100548106274546, + -0.00310449948216973, + -0.0030976850232804247, + -0.0030967314763620467, + -0.0030866737146697134, + 0.003074094958741162, + -0.0030403356524604528, + 0.0030325728304559057, + 0.003023843818369225, + -0.0029901255598554707, + -0.002985018730915692, + -0.002980788080879474, + 0.002967217399893641, + -0.0029236356659487137, + -0.002914033877637062, + -0.0029087970043112474, + -0.0028951195054002284, + -0.0028938129566170676, + 0.002882054798945694, + 0.0028790817621987723, + -0.0028578721778694254, + -0.0028557923818338386, + 0.002851012408158815, + 0.002846193776095447, + -0.002838568360090517, + 0.0028263308976240646, + 0.002819105262060492, + 0.0027907129630031996, + 0.002774402740377529, + 0.0027631111722972858, + -0.0027581524306671133, + -0.0027414453825428463, + 0.002737132176953597, + -0.0027340288790842337, + -0.0027112143044667344, + -0.0027031563455161673, + -0.002685552088336025, + 0.0026543023335312867, + 0.0026538526235446694, + 0.0026434043012832395, + 0.002638806279583782, + 0.0026301743171854588, + -0.002629227365396133, + 0.002604822875611202, + -0.0026003304539516893, + 0.0026001564926277612, + -0.0025945406285171686, + -0.0025813191013343366, + -0.002580051112338113, + -0.002579119314308446, + 0.002572188969501875, + 0.002565927717878275, + 0.0025638376625384944, + 0.0025631128983164453, + 0.0025623184511376, + -0.0025597509286853165, + -0.002543484309237497, + -0.0025245404989292126, + 0.0025225205437347064, + -0.002512382422228527, + -0.0025033982361055158, + 0.0024524765351741176, + 0.0024330740063261743, + 0.002429690422290791, + -0.002425429968065672, + -0.0024241788882691188, + -0.0024054068956333155, + -0.00236152888223837, + 0.0023581749133442854, + -0.0023576573008976427, + 0.0023190146010602887, + -0.002316143142193632, + 0.002309284306481064, + 0.0023087748766126123, + 0.002304426868609829, + 0.002303787129767313, + 0.0023032979096444263, + 0.0023007874307850017, + -0.002295189539548443, + -0.0022907707005471664, + 0.002287900370047611, + -0.0022804671480066135, + -0.0022802176175266363, + -0.002274582026081066, + -0.002271971451963685, + -0.0022601810088922667, + 0.002248739598191397, + 0.002247998380207483, + 0.0022457236553796393, + -0.0022405213776789017, + 0.002235245193567845, + -0.002225617366027783, + 0.0022139037210278122, + 0.0022088972773056654, + 0.002204872319487182, + 0.0021943159217324222, + 0.002187796955632813, + 0.002187463327524649, + -0.0021805829677158522, + -0.0021777615552792816, + -0.002170109210280227, + -0.002162818987502431, + -0.0021617367472760805, + 0.0021615853119973895, + 0.002158727907827013, + 0.002144992336377473, + -0.002138620304501714, + -0.0021376602746912953, + -0.0021364116446431656, + 0.002115648118148347, + -0.0021153387590799053, + 0.002112138309329432, + -0.002108728377876929, + 0.0020875941184422967, + -0.0020815579179859606, + -0.0020746529877934856, + 0.0020650747313397015, + 0.002062680698286507, + 0.0020308254828482718, + 0.002027536388785508, + -0.0020260705378571304, + 0.0020062012960962864, + -0.0020007159546863666, + 0.0019964237360252696, + 0.001989819074672715, + 0.001985989983432067, + 0.0019803448000241036, + 0.0019787150998223663, + 0.001972524194408521, + 0.001969499562786193, + 0.0019635155993686587, + -0.0019621517826089395, + 0.001942486045443985, + 0.001917041576140906, + -0.0018916438902666036, + -0.0018802031643572073, + -0.001872534385022273, + -0.0018704949977687549, + -0.001868348531179561, + 0.0018636660006314321, + 0.001857634416434412, + -0.0018552209204728584, + -0.0018533469291097506, + -0.0018503327241266442, + 0.0018418899539352392, + 0.00183267018840785, + -0.0018279046975195731, + 0.0018279002413389557, + -0.0018237472781277581, + 0.0018122845637609899, + -0.001805128902427192, + -0.001803976578942882, + -0.0017903755472805328, + -0.0017872505368707952, + 0.0017840786637115615, + 0.00178229804305846, + 0.0017816236926521437, + 0.0017777340950841528, + -0.0017743091475817254, + -0.0017690856725124863, + 0.0017582300395186626, + 0.0017575389550940688, + 0.0017511166160694767, + 0.0017464963280091547, + -0.001744799933760018, + 0.0017434767671784164, + -0.001728508639549935, + 0.0017044387678061222, + -0.0017032335960642069, + -0.0016834308864256448, + -0.0016774882472115648, + 0.0016763557987482674, + -0.0016547388044244344, + -0.001643238859071328, + 0.0016375234160150613, + -0.0016168066471584342, + 0.001596057088832833, + 0.0015915993267517825, + 0.001591344086379382, + 0.0015856864992383822, + -0.0015739653372512407, + 0.0015728602123400456, + 0.0015676232198429962, + -0.0015672815668139883, + -0.001565594410380935, + -0.0015650414286902635, + 0.0015558661677656039, + -0.001546507367402749, + 0.0015427442641563788, + 0.0015420205251331183, + 0.0015419104812529891, + 0.0015246663574448392, + -0.0015236802917410646, + 0.0015233128585845337, + 0.001520168869190157, + 0.0015189315927773093, + 0.0015149193866814852, + -0.0015069818059446462, + -0.0014960828601984979, + -0.0014955797495827903, + 0.0014857722835578207, + 0.001485609897679677, + -0.0014818659508422977, + 0.0014655415110761106, + -0.0014583353190379055, + 0.0014433596929930887, + -0.0014417142290229419, + -0.001430156711685301, + -0.0014296346499221742, + 0.0014203182463268776, + 0.0014083071647011884, + 0.0014051063959718535, + 0.0013986382536629858, + 0.0013787495902927362, + 0.001365307259675434, + 0.0013574162056229618, + -0.001351933176969287, + 0.0013294205008659665, + -0.0013254990417923987, + -0.0013205343135782963, + -0.001311181035669368, + -0.0013061306836679013, + -0.001296224834874032, + 0.0012845546227890738, + -0.0012840036029028545, + -0.0012766998842305233, + 0.0012760242419909784, + 0.0012614837001461948, + 0.001260882846184302, + 0.0012554012773925846, + 0.001251055320145677, + 0.0012495287575165469, + 0.0012412109364604697, + -0.0012339583991559724, + 0.0012257837838748863, + 0.001225374551657278, + -0.001221106137631665, + -0.0012165059632600404, + 0.0012072479970870148, + -0.0012040856481543081, + 0.0012018637741470618, + -0.0011888464274671126, + -0.0011825453689224155, + 0.001179281372708387, + 0.0011784960375152993, + 0.0011731562527623031, + -0.0011696120602666278, + -0.0011682672609060242, + 0.0011630879687359492, + -0.001150195603019367, + -0.001149601041211873, + -0.0011488010146336982, + 0.0011439936377174208, + -0.0011328757815468437, + 0.001131867724637649, + 0.001128770793670351, + -0.001126292167844484, + -0.0011232872360012558, + -0.0011230629830976627, + 0.0011221146086720457, + 0.001120109133061342, + 0.0011198276635794497, + -0.0011192769654337442, + -0.001109193410392396, + 0.0011066431617077481, + 0.0010993797423749687, + -0.001098428234737272, + 0.001097002153733208, + 0.001094263192498431, + 0.001093409975628785, + 0.0010828639049079757, + -0.0010782076802617294, + 0.0010767115676795789, + 0.0010611140365884984, + -0.001056173363633502, + 0.0010514393688981734, + 0.0010475343690238242, + 0.001044949614069896, + 0.001040945671538573, + 0.0010385895047381902, + 0.001027978267664974, + 0.001026596359358172, + -0.0010254578714669598, + 0.0010237183144499232, + 0.0010182760486788889, + -0.0010177427157019561, + 0.0010148804239212496, + 0.0010130889438137742, + 0.0010073076613193084, + -0.0010051884058188162, + 0.0010039502241379757, + -0.0010021216154640043, + -0.0009939744875564012, + 0.0009936610149414325, + -0.0009896900437523382, + -0.0009874957432700533, + -0.0009812599381814392, + -0.0009694269716867868, + -0.0009659314714365976, + -0.0009642314472584144, + -0.0009630971871092911, + 0.0009630912080149168, + -0.0009577916866706747, + -0.0009577758133087025, + -0.0009507844101088014, + 0.0009454418879027844, + -0.0009423679944168873, + -0.0009410063645945295, + 0.0009301650926879031, + 0.0009245473621959193, + 0.0009223505227970386, + -0.000919504169926351, + 0.0009160972327292097, + -0.0009085631040674957, + 0.0009084583520307366, + 0.0009082985614790628, + 0.0009081829446318405, + -0.0008996763095118958, + 0.0008961785366353331, + 0.0008913839370124873, + -0.000887509324522081, + -0.0008821972312960261, + -0.0008802515715031418, + 0.0008758797758576951, + -0.0008748041749597299, + 0.0008730839469439607, + 0.0008693676968018871, + 0.000869118883223637, + 0.0008637503732506648, + 0.0008603682668135378, + 0.0008577859943171762, + -0.0008535377781344045, + -0.0008520196584943381, + -0.0008505242688794257, + 0.0008477279073147596, + 0.0008464627026708116, + -0.0008435607972939511, + 0.0008287790234281037, + 0.0008282256956390931, + 0.0008156264485627124, + 0.000804266106089807, + 0.0007992528679369866, + 0.000794882423871491, + 0.0007932808999275378, + 0.0007925486237700414, + 0.0007908075768794548, + -0.0007870529822829788, + 0.0007779421584420818, + -0.0007754074850785626, + -0.00077504359184207, + -0.0007688431055499775, + -0.0007684921194946763, + -0.0007673798244019138, + 0.0007658926357104305, + -0.0007658055066434269, + 0.0007506261510733648, + 0.0007409428014279786, + 0.000740579374960466, + 0.0007399408021362417, + 0.0007395433121842874, + -0.0007368235701340638, + -0.0007337683776825382, + -0.000731278274728221, + 0.0007312769446246515, + 0.0007250462411233236, + -0.00072117768432524, + -0.0007205074927037707, + -0.0007174562054360231, + -0.0007114558783414391, + 0.0007005389966280712, + -0.0007000239669357317, + -0.0006982767069900996, + 0.000696579960532999, + -0.0006955012991194995, + 0.0006932248329671123, + 0.0006921322542969015, + -0.0006897716724354684, + 0.0006891711734352585, + -0.0006874784917563151, + -0.0006815442033350304, + 0.0006810995426397703, + 0.0006803407244731551, + 0.0006798198754728786, + 0.0006748125684791564, + 0.0006741139242940957, + 0.000670279952726023, + -0.0006693854822455727, + 0.0006691707414520586, + -0.0006637830932986366, + 0.00066105385643284, + -0.0006595299701655642, + -0.0006582290434801626, + -0.0006550421329491417, + 0.0006479053016298459, + -0.0006467106038618774, + -0.0006445089022637563, + -0.0006435970303555373, + 0.000637841715659715, + 0.0006362911289706793, + -0.0006324065419882071, + 0.0006202729946274869, + -0.0006178073699536539, + 0.0006151413608603437, + -0.000614598346905232, + 0.0006131514492759711, + 0.0006110046845917771, + -0.0006100380454309101, + -0.0006089607197610065, + 0.0006086670318797604, + -0.0006075286597938533, + 0.0006075250851680936, + -0.0005990847713307977, + -0.0005944915203031704, + -0.000593811573562455, + 0.0005933526411165086, + 0.0005906971183112483, + -0.000588963276399233, + 0.0005839407399809564, + -0.0005816030011393367, + 0.0005808615226765275, + -0.0005806539879166538, + 0.0005806295737395515, + -0.0005788194061997516, + -0.0005787705391589348, + -0.0005753378875805136, + 0.0005702909882916361, + 0.0005681323251205026, + 0.0005669945899611968, + -0.0005663066640995286, + 0.0005551782447434468, + -0.0005542908109304732, + -0.0005516584776981959, + 0.000548429830555061, + 0.0005470542772576808, + 0.0005422231710432286, + 0.0005395335326168655, + 0.0005365262974650418, + -0.0005344931461007322, + 0.0005339557353273756, + 0.0005323719454577505, + 0.0005289031713602313, + -0.0005269884372667585, + 0.0005256883930058229, + 0.0005249718197342464, + -0.0005217202785349976, + -0.000516918226847053, + 0.0005166847661464223, + 0.0005136105965721073, + 0.000509877571270629, + 0.0005053795979512308, + -0.0005026069090504781, + 0.0005020774590311722, + 0.0004969221453455748, + -0.0004949869868679262, + -0.0004946656756450383, + -0.0004929230081259839, + -0.0004892587312641027, + -0.0004880953348804983, + -0.0004878041093277249, + -0.0004873722464958064, + -0.00048667625552041436, + -0.0004838361607392241, + -0.000483718139955123, + -0.00048188311168030715, + 0.00047892131951884356, + 0.0004779383867446137, + -0.0004727492784305562, + 0.00047126770472020855, + 0.0004647129716087823, + 0.0004634547059855199, + 0.00046142499540381384, + -0.00046068278818356764, + 0.00045853781135027805, + 0.000454287790292591, + -0.00045423014719675383, + -0.0004539297758355571, + 0.0004496410432972228, + -0.0004478133268840091, + 0.0004412091709505966, + 0.0004376078221671456, + 0.00043269200012757605, + 0.00043133135506033754, + 0.0004294917750532183, + -0.00042824026773592065, + -0.00042653220644071644, + -0.00042584910760517727, + -0.00042399848313608553, + -0.00042333174290868166, + 0.0004222464317560248, + -0.00041933810673112985, + -0.0004167962069617813, + 0.00041144019367382075, + -0.00041024655344494034, + 0.00040788415940258945, + 0.0004024774717878806, + -0.00040199259177367764, + -0.0004018828167985802, + 0.0004011696326055022, + -0.0004007370782530469, + 0.0003974804564855959, + 0.0003969433331892234, + 0.000395195058621386, + -0.00039430436184280105, + -0.0003909359215494319, + -0.00038832371674101543, + -0.00038826238988707293, + -0.000385704160686626, + -0.00038235470518802034, + -0.00038233842815697724, + -0.0003805934620614204, + -0.00038015785989852494, + 0.00037997723559848146, + 0.00037855029645193745, + 0.00037485185291490997, + -0.0003747946364183284, + 0.0003713914824931376, + -0.00037034500352092715, + 0.0003691202351354985, + 0.0003655947109138711, + 0.00036273323005023625, + 0.0003618301646036992, + 0.0003603097037826241, + 0.0003568057327351755, + -0.0003557193387973523, + 0.0003529406620865861, + 0.00035110296592854727, + 0.00034873386852824563, + 0.0003420094915967558, + 0.00034044752758659145, + -0.0003394677427074109, + 0.00033904949000021256, + 0.00033570110064451837, + 0.00033272279672508784, + 0.0003318620592953814, + 0.0003310300375485495, + -0.0003300009519187462, + -0.0003279473933840648, + 0.0003251987362490679, + 0.00032443572719178897, + 0.0003231898355184701, + 0.00032288469330329537, + 0.0003196534768443209, + 0.00031894236578555295, + 0.000318533326869707, + -0.0003140621733947966, + -0.00030853155374182433, + -0.00030404451107580896, + 0.0003037059274590024, + 0.00030226777050549274, + 0.00030160658852788734, + 0.00030000259641671734, + -0.00029887325315953425, + 0.0002988612546906928, + 0.0002976817473062524, + -0.0002963112115340021, + -0.0002936276250135178, + 0.0002927046530076941, + -0.00028998016362910556, + 0.0002885742251089572, + 0.0002879783640423926, + 0.00028726373150311655, + -0.0002838485974688123, + -0.00028330084317284437, + 0.0002831881787547038, + -0.00028216774737270924, + 0.00028170978385463294, + 0.00027589611392670653, + 0.00027288441710014163, + -0.0002685459245157979, + 0.00026799207834611084, + 0.00026784907565992295, + 0.00026726203587433035, + 0.0002666705217759809, + 0.0002646999671361837, + 0.0002636235068383863, + -0.00026214425591267366, + -0.0002596759506449991, + 0.00025175515907550113, + 0.0002507279366284891, + -0.00025026611949087517, + 0.00024942627777577766, + 0.0002477259985335093, + 0.0002474072788196032, + 0.00024524559368795145, + -0.0002447638715597682, + -0.000243510395174538, + 0.00024120926809993002, + -0.00023906454529038166, + -0.00023813186371142436, + -0.000236908110635237, + 0.0002357457882542898, + -0.0002343262169749685, + 0.00023422765792383801, + -0.00023221186778452356, + -0.00023200684955406315, + -0.00023116098156171052, + -0.00023114989531890787, + 0.000229713220935395, + -0.00022779900839718596, + -0.00022647032192277613, + 0.0002232446490861545, + 0.0002228579941227581, + 0.00022161297197529454, + 0.00021966718066795214, + -0.00021586799367292965, + -0.00021561850552276421, + 0.00021256134839823504, + 0.00021248531571099312, + -0.00021080976669087038, + 0.00020886751434952034, + -0.00020769184551344572, + -0.00020688946404292784, + 0.0002033158962211911, + -0.00019967059465489788, + -0.00019916223384552567, + 0.00019823760897339326, + -0.00019678783181318438, + 0.00019587110508258168, + 0.00019219482490212493, + -0.00019127070540325017, + 0.00019034541747647222, + 0.0001848235573822518, + -0.0001847792842462645, + -0.00018416971039918173, + 0.0001830138918325817, + -0.00018198378047871468, + -0.0001807398399256171, + -0.00017838559833829415, + 0.00017667383273613953, + -0.0001758614873837819, + 0.00017542806802746142, + 0.00017376699904165908, + 0.00017358717254329313, + 0.00017349354725730294, + 0.00017229257938273655, + -0.00017214668045148376, + 0.00016665063687683752, + 0.00016591093103789938, + -0.0001652962739998611, + -0.00016125972125668832, + 0.0001593841619433888, + -0.0001592465993099228, + 0.00015873630607007635, + -0.0001586151362371714, + -0.0001563705802175228, + 0.00015581672133565784, + -0.00015460449213206814, + 0.00015246240591774353, + 0.00015240099804774587, + 0.0001495443997870101, + 0.00014936949658691116, + -0.00014765349280038023, + 0.0001475570126883957, + -0.00014746664498397493, + -0.0001473855822858974, + 0.0001458515576010754, + 0.0001441654797381228, + 0.0001433647893008579, + 0.00014301327904344633, + -0.00014255778077584724, + 0.00014187545619856394, + 0.00013687562631652065, + -0.00013412277037368997, + -0.00013377436572296927, + 0.00013348135260037453, + 0.00013334743891708475, + -0.0001332478821881114, + 0.0001325425963555637, + -0.00013166996862811427, + 0.00013088853221870228, + -0.00012869465961665936, + -0.00012847527226788317, + 0.00012530859178505407, + -0.00012368100114780022, + -0.00012239588871506941, + 0.00011932622186960657, + -0.00011733122989888357, + 0.00011727624547825917, + -0.00011715735428729619, + 0.00011564488193031073, + 0.0001144688464330755, + -0.00011413912543147711, + 0.00011146144524148105, + 0.00011003856202605221, + 0.00010918943657775304, + -0.00010580193152421467, + -0.00010474008051664407, + 0.00010363676172046579, + -0.00010337799078787745, + 0.00010323314711248524, + -0.00010312117581772602, + 0.00010299971748705011, + 0.00010254796636270277, + 0.00010178268907235749, + -9.815713451226885e-05, + 9.797284178134091e-05, + 9.79683557190994e-05, + 9.761261259493969e-05, + 9.61747208367759e-05, + -9.506740223885463e-05, + 9.481353276540459e-05, + 9.471101897472042e-05, + 9.44526264861484e-05, + 9.388047613560882e-05, + 9.385417919367924e-05, + -9.285712580110137e-05, + 9.211395387256102e-05, + -8.894236010344458e-05, + -8.776045239886885e-05, + -8.73867660817482e-05, + 8.56469663349158e-05, + -8.47085935676906e-05, + -8.415631285693652e-05, + 8.383528427794552e-05, + 8.377021820919247e-05, + 8.247853306051541e-05, + -8.243780577627879e-05, + -8.116160612062693e-05, + -7.972748228383378e-05, + -7.690643993017436e-05, + 7.622088068384956e-05, + -7.593964695710777e-05, + 7.588594707840045e-05, + 7.314140236825059e-05, + -7.162761861197333e-05, + 7.078195166258698e-05, + -7.032053444198647e-05, + 6.759675188768712e-05, + 6.623826640589e-05, + 6.62166430346003e-05, + -6.491387142257195e-05, + -6.486809344522565e-05, + 6.43422265509177e-05, + 6.422503500213642e-05, + 6.332822519991819e-05, + 6.287430749505522e-05, + 6.276553289130739e-05, + 6.265783016276399e-05, + 6.237542728072083e-05, + -6.212555791549084e-05, + -6.207127686542322e-05, + 6.133914456023787e-05, + 6.094442715526052e-05, + 6.035850578741412e-05, + 6.0324899027143956e-05, + -5.987308745643464e-05, + 5.981771130261255e-05, + 5.973776621050972e-05, + 5.929579712356612e-05, + 5.882944225638266e-05, + -5.7810732255143474e-05, + -5.691710686317035e-05, + -5.587818637188296e-05, + 5.491100435125278e-05, + 5.4798599684469914e-05, + 5.363974583351115e-05, + 5.318591089122631e-05, + -5.2871433965671594e-05, + -5.0318216939045675e-05, + -5.0191316216265555e-05, + -4.9645455278808716e-05, + -4.951195604750717e-05, + -4.8583129445955134e-05, + -4.753145091877806e-05, + -4.7340794858691796e-05, + 4.623808537512737e-05, + -4.578349069620329e-05, + -4.5774486251889474e-05, + 4.563684878027543e-05, + 4.556633439210578e-05, + -4.552101944364053e-05, + -4.325295093829958e-05, + -4.2850661424037446e-05, + 4.2790123223664245e-05, + 4.135096777034845e-05, + -4.106554325670737e-05, + 3.883341918065074e-05, + -3.798896216020425e-05, + -3.7935296381506375e-05, + -3.755391918967661e-05, + 3.743649572903603e-05, + -3.7302116836852635e-05, + -3.724179518369061e-05, + -3.6983113340568696e-05, + 3.469851304149327e-05, + 3.448109328640441e-05, + 3.444381403414734e-05, + -3.4166724930450736e-05, + -3.409121310000985e-05, + 3.398839601363577e-05, + 3.3402272079642775e-05, + 3.28110720587267e-05, + 3.1406638797966804e-05, + -3.096241280821481e-05, + 3.011972799632049e-05, + 2.9277075293681545e-05, + 2.8710374400205864e-05, + 2.7445889428925515e-05, + 2.677886043800221e-05, + 2.6727666164976636e-05, + 2.623122743740566e-05, + 2.589433519481628e-05, + -2.5881495254332893e-05, + 2.524041405860226e-05, + 2.4821298839440503e-05, + 2.3988926572206956e-05, + 2.2249759946647874e-05, + -2.2240086031694244e-05, + 2.122159349819068e-05, + 2.1198828184006467e-05, + 2.1110207506106864e-05, + 2.1085002911320943e-05, + 2.081139822345282e-05, + -1.979792672290923e-05, + -1.9743829605038367e-05, + -1.967316435899636e-05, + -1.941156400364334e-05, + 1.9327002133221568e-05, + 1.8974586584246865e-05, + -1.896442158739854e-05, + -1.867732534991176e-05, + -1.866583903863322e-05, + 1.7998508827512022e-05, + 1.740729315120665e-05, + 1.7360383966608887e-05, + -1.6501989508747055e-05, + 1.6312111887391488e-05, + 1.5009024952907135e-05, + -1.4091057317700016e-05, + 1.2989859615368567e-05, + 1.2955199395575682e-05, + 1.2614023173084787e-05, + 1.2160264083950456e-05, + 1.1207973093867791e-05, + 1.0978464858028846e-05, + -1.0750286243869586e-05, + -1.071811214114159e-05, + -1.0701371283954395e-05, + -1.0504203741710033e-05, + 1.043135842193808e-05, + 1.015283269998394e-05, + 9.77284438839574e-06, + 9.086062013439649e-06, + -8.97282797564355e-06, + 8.665245828363307e-06, + -8.484787710712166e-06, + -8.228941714719571e-06, + -7.85762924533048e-06, + 7.378671186543914e-06, + 7.303720302498811e-06, + -7.285480369741312e-06, + 6.892599097480468e-06, + -6.570947649500201e-06, + 6.268253230127355e-06, + -6.070403937192165e-06, + 5.974723258367936e-06, + 5.752540424674392e-06, + 5.5939543700446035e-06, + 5.556555260525213e-06, + 5.27901548551933e-06, + 5.220154906825685e-06, + 5.034311760559049e-06, + 4.8905759680971745e-06, + -4.863013043600928e-06, + 4.549272994088304e-06, + -4.5369651924199495e-06, + 4.1705787269678635e-06, + 4.096194882662168e-06, + -3.301553698397589e-06, + -3.2735261513332865e-06, + 2.6710684144093237e-06, + -2.5057519817734533e-06, + -2.484113915974979e-06, + 2.3559603665972167e-06, + 2.25637403586067e-06, + 2.1820038046150826e-06, + 2.141220038924395e-06, + 2.0586457126618934e-06, + -1.9385063688193544e-06, + 1.69084816219175e-06, + -1.4754033150796469e-06, + 1.4376036237982554e-06, + -1.365743038161694e-06, + -1.3483017999666987e-06, + 1.2438674489427629e-06, + 1.1319800993387395e-06, + 1.1149200047448457e-06, + 1.082945029566923e-06, + -9.872956730522284e-07, + -8.48981368008439e-07, + 8.337417754706797e-07, + 7.509041434374113e-07, + 6.352845456822704e-07, + 4.371630653750006e-07, + 4.0905799865391857e-07, + -3.617195213953208e-07, + 3.212963192084371e-07, + 3.047904368039886e-07, + 2.385781577755402e-07, + -2.1359082439702204e-07, + 2.0115890836330746e-07, + 7.725018095990329e-08, + 6.299263013647946e-08, + -5.9370643218963984e-08 + ], + "Absolute Coefficient": [ + 0.03884980234388179, + 0.034478452102429766, + 0.032105002820051486, + 0.031486893520240686, + 0.02944079923051655, + 0.027880472726419404, + 0.02732382041858735, + 0.026329336349715106, + 0.026034378240647985, + 0.025836281291245804, + 0.025817167208520737, + 0.025572037154585003, + 0.025388557026296586, + 0.025372171188243753, + 0.025055290887083113, + 0.02471020441210873, + 0.02459679444147033, + 0.024211970637438605, + 0.023400914069613553, + 0.02330177486881244, + 0.022788448947264808, + 0.022738871798133713, + 0.022713522452452162, + 0.02248060437323632, + 0.022424024586284428, + 0.02241605488793462, + 0.021995287582406712, + 0.021617015105300414, + 0.021310777130827054, + 0.020560426582306324, + 0.020048995418609578, + 0.019067639499822098, + 0.01867256763163016, + 0.018376911636905156, + 0.01825089054016527, + 0.017967124065006355, + 0.01782537207407125, + 0.01759165705196579, + 0.01748433372531561, + 0.017402557099277852, + 0.01679139728459046, + 0.01671436209238725, + 0.016543567022085665, + 0.016472955770844164, + 0.016240329136336912, + 0.016049206501370965, + 0.015812800862564924, + 0.01567491471280357, + 0.015593904123451699, + 0.015452183933955964, + 0.015324605324969232, + 0.015182121098370015, + 0.014948449777198832, + 0.014745355889183005, + 0.014731414018226497, + 0.01450737230947462, + 0.014496416589585009, + 0.014445497180202863, + 0.014138922944273423, + 0.01401527166844808, + 0.013994988621240587, + 0.013433333753796258, + 0.013310680288848551, + 0.013300895794021909, + 0.01318860113619388, + 0.01308636955539067, + 0.013061959093774472, + 0.012961631316048237, + 0.012939565430695967, + 0.012894836159836361, + 0.012883489941771265, + 0.012865485333516943, + 0.012529531680846306, + 0.012375957718028456, + 0.012029632648471086, + 0.012009249167820488, + 0.011750382790702911, + 0.01163660540246719, + 0.011520242114436008, + 0.011482737286124485, + 0.011424760859336941, + 0.01138699224213206, + 0.011336410293773429, + 0.011173159145205534, + 0.011019652163209064, + 0.010984895209083384, + 0.010904241938731341, + 0.010869262417384808, + 0.010826876411748525, + 0.010825831262338555, + 0.010825183208433802, + 0.010755244175644925, + 0.010719700583972881, + 0.01069843648141893, + 0.010689212065973628, + 0.010639592633264965, + 0.010638723941486608, + 0.010620525162935702, + 0.010528357063485604, + 0.010494918640005454, + 0.010380859072781879, + 0.010322569855809895, + 0.010278458590569183, + 0.010230837406775039, + 0.010224250432138551, + 0.010195217784792293, + 0.010138697234466362, + 0.010135778851040576, + 0.010099946582187302, + 0.010090251551284509, + 0.010034770757238935, + 0.009721562113966247, + 0.009711395031689527, + 0.009691713239389716, + 0.009648888047317535, + 0.009590729107362576, + 0.009464154178871538, + 0.0094521976809084, + 0.009321583949152841, + 0.009285769371680363, + 0.009270587111953313, + 0.009196669557630382, + 0.009184160152858206, + 0.009139539592148629, + 0.009120933053813942, + 0.00900008717143708, + 0.008983490117717326, + 0.008830673762469887, + 0.008759873558541662, + 0.008729870361922555, + 0.008692827055372509, + 0.008687792054948441, + 0.008682637381800258, + 0.008671988018306842, + 0.008507387889690328, + 0.008433428834885357, + 0.008426496367843851, + 0.008424156535390035, + 0.008415747746607003, + 0.008297868191354467, + 0.00829629300118513, + 0.008284064854055698, + 0.008231485757404611, + 0.008202061486366582, + 0.008135258069190677, + 0.008088261886169124, + 0.008081676449379023, + 0.008032232928597822, + 0.007913553622031992, + 0.00782061108054209, + 0.007815532295905104, + 0.007786424516166153, + 0.007754517651458187, + 0.007680954820663524, + 0.00765429153924457, + 0.007577755294393701, + 0.00757715001344596, + 0.007562198718085728, + 0.007549366877225352, + 0.007513974765196893, + 0.007506006164544174, + 0.007500011239503344, + 0.007481550968643378, + 0.007451579196139466, + 0.007433908395238601, + 0.007358995125781791, + 0.007307442313014559, + 0.007296870003147734, + 0.007284884095737393, + 0.007125370378871401, + 0.0070259497169606255, + 0.0069759259297113565, + 0.006800121642391466, + 0.006650517092951651, + 0.006578910414784208, + 0.006555266347790443, + 0.006508646714998238, + 0.006466936732661807, + 0.006466747245499999, + 0.006446124108422171, + 0.006434468478930686, + 0.006427285347443986, + 0.00635776472984633, + 0.006262983936893197, + 0.006261719516641272, + 0.006239491494894736, + 0.006207859866007419, + 0.0061376392434434055, + 0.00609277643136941, + 0.006092357700419508, + 0.006086684569429482, + 0.006078664748009064, + 0.006067686247398073, + 0.006042787075004215, + 0.005960113804941415, + 0.005955093648946113, + 0.005916292685922764, + 0.0058589471751195, + 0.005825315137118143, + 0.005803766561394034, + 0.005758923052705545, + 0.0057224560840818655, + 0.00569404811872478, + 0.0056907529784194855, + 0.005654982127376628, + 0.005643682922016927, + 0.005641683136880401, + 0.00560206668901537, + 0.005590179936154285, + 0.005518219767343453, + 0.005467698417840627, + 0.005455687297534084, + 0.0054441564142407774, + 0.005435013702282288, + 0.005410522226528549, + 0.005388799986160471, + 0.0053881385747305945, + 0.005317815854037581, + 0.005309117223234018, + 0.005275073025060524, + 0.005259374946423542, + 0.0052111929665734, + 0.005186086898701151, + 0.005150093860893685, + 0.0051494819927748, + 0.005140255065685842, + 0.005106919556306977, + 0.005063618246554356, + 0.005062249977910395, + 0.0050362227982211905, + 0.0050332309283711045, + 0.005029467059068471, + 0.004906686656942595, + 0.004901035479092008, + 0.004898408021833908, + 0.004880448689310215, + 0.004866937697849609, + 0.004862337189584581, + 0.004782937173779915, + 0.004780160639510581, + 0.004778411181815627, + 0.004770288384309207, + 0.00475263886241411, + 0.00474952082308639, + 0.004728995718392799, + 0.004699604394749446, + 0.004665820858673031, + 0.004655174327494011, + 0.004638192288017558, + 0.004631597391512056, + 0.004618100449452036, + 0.0046134139706629825, + 0.0046045998496889095, + 0.004597660161940811, + 0.00459427410911004, + 0.0045881763367593255, + 0.004582173254126321, + 0.0045594222411658005, + 0.0045304879065154995, + 0.004492034145251244, + 0.0044448124355375394, + 0.0044335765402756635, + 0.004422902785727855, + 0.00441401312013204, + 0.004407523051247454, + 0.00440296122317583, + 0.004395600658764916, + 0.004392943158610273, + 0.0043837095985038025, + 0.004353376009639176, + 0.0043428752620210944, + 0.004336240673856068, + 0.004332058357766199, + 0.0043181896620042995, + 0.004314796768458412, + 0.0043110430725300155, + 0.004279788946631714, + 0.004243456245956594, + 0.004235827712548767, + 0.0042226616656088345, + 0.0041765985051640175, + 0.004171502007729005, + 0.004165742704900614, + 0.0041655799398864, + 0.0041610166606331185, + 0.004128684977066865, + 0.00410898697777308, + 0.00408236402875759, + 0.0040726521528815195, + 0.00403206288480381, + 0.004030692036214113, + 0.004021653428586057, + 0.004014150280626424, + 0.004012056148968254, + 0.004010155420090365, + 0.004004289111512061, + 0.003996964370917629, + 0.003984343938718667, + 0.0039678463145264515, + 0.003967586757309081, + 0.0039584130827240846, + 0.003954609654513132, + 0.003913960288253967, + 0.003887001662009959, + 0.003886450412693666, + 0.003886166854671452, + 0.0038843851356916907, + 0.0038500703327419526, + 0.00384423433580435, + 0.003783774370724038, + 0.0037607088927493772, + 0.0037202792329562883, + 0.003719416846641565, + 0.0037076357474403175, + 0.0037056014065380773, + 0.0037051600999915726, + 0.003693736950289206, + 0.003692468309831398, + 0.003668809765494701, + 0.00365465064941798, + 0.0036455473766271126, + 0.0036345452483442396, + 0.003605817341211971, + 0.0036055850528181567, + 0.0035963498644877062, + 0.0035724563774296686, + 0.003564626024185561, + 0.0035625536274782326, + 0.0035580517834183263, + 0.003552258591889528, + 0.0035352074015254247, + 0.0035218692983702057, + 0.003516482507478171, + 0.003508748164989635, + 0.0034906269172692316, + 0.003478178625976243, + 0.00345504374464512, + 0.003449494401690979, + 0.003416061963293582, + 0.003390040798372602, + 0.003376990294158816, + 0.003359315233660031, + 0.003359148777370289, + 0.0033454795706597917, + 0.0033436751426841964, + 0.0033422847854949257, + 0.003334537539213191, + 0.00333388380692158, + 0.0033225165176260303, + 0.0032905844451832237, + 0.003272603403280307, + 0.0032671458260408797, + 0.0032582360182912837, + 0.0032539874830927163, + 0.0032247768243288464, + 0.003221524517337468, + 0.0032181446860572206, + 0.0032108994675518424, + 0.0031863814829481605, + 0.0031712316243945196, + 0.0031204230778695305, + 0.003113507957161654, + 0.0031119020206918113, + 0.0031100548106274546, + 0.00310449948216973, + 0.0030976850232804247, + 0.0030967314763620467, + 0.0030866737146697134, + 0.003074094958741162, + 0.0030403356524604528, + 0.0030325728304559057, + 0.003023843818369225, + 0.0029901255598554707, + 0.002985018730915692, + 0.002980788080879474, + 0.002967217399893641, + 0.0029236356659487137, + 0.002914033877637062, + 0.0029087970043112474, + 0.0028951195054002284, + 0.0028938129566170676, + 0.002882054798945694, + 0.0028790817621987723, + 0.0028578721778694254, + 0.0028557923818338386, + 0.002851012408158815, + 0.002846193776095447, + 0.002838568360090517, + 0.0028263308976240646, + 0.002819105262060492, + 0.0027907129630031996, + 0.002774402740377529, + 0.0027631111722972858, + 0.0027581524306671133, + 0.0027414453825428463, + 0.002737132176953597, + 0.0027340288790842337, + 0.0027112143044667344, + 0.0027031563455161673, + 0.002685552088336025, + 0.0026543023335312867, + 0.0026538526235446694, + 0.0026434043012832395, + 0.002638806279583782, + 0.0026301743171854588, + 0.002629227365396133, + 0.002604822875611202, + 0.0026003304539516893, + 0.0026001564926277612, + 0.0025945406285171686, + 0.0025813191013343366, + 0.002580051112338113, + 0.002579119314308446, + 0.002572188969501875, + 0.002565927717878275, + 0.0025638376625384944, + 0.0025631128983164453, + 0.0025623184511376, + 0.0025597509286853165, + 0.002543484309237497, + 0.0025245404989292126, + 0.0025225205437347064, + 0.002512382422228527, + 0.0025033982361055158, + 0.0024524765351741176, + 0.0024330740063261743, + 0.002429690422290791, + 0.002425429968065672, + 0.0024241788882691188, + 0.0024054068956333155, + 0.00236152888223837, + 0.0023581749133442854, + 0.0023576573008976427, + 0.0023190146010602887, + 0.002316143142193632, + 0.002309284306481064, + 0.0023087748766126123, + 0.002304426868609829, + 0.002303787129767313, + 0.0023032979096444263, + 0.0023007874307850017, + 0.002295189539548443, + 0.0022907707005471664, + 0.002287900370047611, + 0.0022804671480066135, + 0.0022802176175266363, + 0.002274582026081066, + 0.002271971451963685, + 0.0022601810088922667, + 0.002248739598191397, + 0.002247998380207483, + 0.0022457236553796393, + 0.0022405213776789017, + 0.002235245193567845, + 0.002225617366027783, + 0.0022139037210278122, + 0.0022088972773056654, + 0.002204872319487182, + 0.0021943159217324222, + 0.002187796955632813, + 0.002187463327524649, + 0.0021805829677158522, + 0.0021777615552792816, + 0.002170109210280227, + 0.002162818987502431, + 0.0021617367472760805, + 0.0021615853119973895, + 0.002158727907827013, + 0.002144992336377473, + 0.002138620304501714, + 0.0021376602746912953, + 0.0021364116446431656, + 0.002115648118148347, + 0.0021153387590799053, + 0.002112138309329432, + 0.002108728377876929, + 0.0020875941184422967, + 0.0020815579179859606, + 0.0020746529877934856, + 0.0020650747313397015, + 0.002062680698286507, + 0.0020308254828482718, + 0.002027536388785508, + 0.0020260705378571304, + 0.0020062012960962864, + 0.0020007159546863666, + 0.0019964237360252696, + 0.001989819074672715, + 0.001985989983432067, + 0.0019803448000241036, + 0.0019787150998223663, + 0.001972524194408521, + 0.001969499562786193, + 0.0019635155993686587, + 0.0019621517826089395, + 0.001942486045443985, + 0.001917041576140906, + 0.0018916438902666036, + 0.0018802031643572073, + 0.001872534385022273, + 0.0018704949977687549, + 0.001868348531179561, + 0.0018636660006314321, + 0.001857634416434412, + 0.0018552209204728584, + 0.0018533469291097506, + 0.0018503327241266442, + 0.0018418899539352392, + 0.00183267018840785, + 0.0018279046975195731, + 0.0018279002413389557, + 0.0018237472781277581, + 0.0018122845637609899, + 0.001805128902427192, + 0.001803976578942882, + 0.0017903755472805328, + 0.0017872505368707952, + 0.0017840786637115615, + 0.00178229804305846, + 0.0017816236926521437, + 0.0017777340950841528, + 0.0017743091475817254, + 0.0017690856725124863, + 0.0017582300395186626, + 0.0017575389550940688, + 0.0017511166160694767, + 0.0017464963280091547, + 0.001744799933760018, + 0.0017434767671784164, + 0.001728508639549935, + 0.0017044387678061222, + 0.0017032335960642069, + 0.0016834308864256448, + 0.0016774882472115648, + 0.0016763557987482674, + 0.0016547388044244344, + 0.001643238859071328, + 0.0016375234160150613, + 0.0016168066471584342, + 0.001596057088832833, + 0.0015915993267517825, + 0.001591344086379382, + 0.0015856864992383822, + 0.0015739653372512407, + 0.0015728602123400456, + 0.0015676232198429962, + 0.0015672815668139883, + 0.001565594410380935, + 0.0015650414286902635, + 0.0015558661677656039, + 0.001546507367402749, + 0.0015427442641563788, + 0.0015420205251331183, + 0.0015419104812529891, + 0.0015246663574448392, + 0.0015236802917410646, + 0.0015233128585845337, + 0.001520168869190157, + 0.0015189315927773093, + 0.0015149193866814852, + 0.0015069818059446462, + 0.0014960828601984979, + 0.0014955797495827903, + 0.0014857722835578207, + 0.001485609897679677, + 0.0014818659508422977, + 0.0014655415110761106, + 0.0014583353190379055, + 0.0014433596929930887, + 0.0014417142290229419, + 0.001430156711685301, + 0.0014296346499221742, + 0.0014203182463268776, + 0.0014083071647011884, + 0.0014051063959718535, + 0.0013986382536629858, + 0.0013787495902927362, + 0.001365307259675434, + 0.0013574162056229618, + 0.001351933176969287, + 0.0013294205008659665, + 0.0013254990417923987, + 0.0013205343135782963, + 0.001311181035669368, + 0.0013061306836679013, + 0.001296224834874032, + 0.0012845546227890738, + 0.0012840036029028545, + 0.0012766998842305233, + 0.0012760242419909784, + 0.0012614837001461948, + 0.001260882846184302, + 0.0012554012773925846, + 0.001251055320145677, + 0.0012495287575165469, + 0.0012412109364604697, + 0.0012339583991559724, + 0.0012257837838748863, + 0.001225374551657278, + 0.001221106137631665, + 0.0012165059632600404, + 0.0012072479970870148, + 0.0012040856481543081, + 0.0012018637741470618, + 0.0011888464274671126, + 0.0011825453689224155, + 0.001179281372708387, + 0.0011784960375152993, + 0.0011731562527623031, + 0.0011696120602666278, + 0.0011682672609060242, + 0.0011630879687359492, + 0.001150195603019367, + 0.001149601041211873, + 0.0011488010146336982, + 0.0011439936377174208, + 0.0011328757815468437, + 0.001131867724637649, + 0.001128770793670351, + 0.001126292167844484, + 0.0011232872360012558, + 0.0011230629830976627, + 0.0011221146086720457, + 0.001120109133061342, + 0.0011198276635794497, + 0.0011192769654337442, + 0.001109193410392396, + 0.0011066431617077481, + 0.0010993797423749687, + 0.001098428234737272, + 0.001097002153733208, + 0.001094263192498431, + 0.001093409975628785, + 0.0010828639049079757, + 0.0010782076802617294, + 0.0010767115676795789, + 0.0010611140365884984, + 0.001056173363633502, + 0.0010514393688981734, + 0.0010475343690238242, + 0.001044949614069896, + 0.001040945671538573, + 0.0010385895047381902, + 0.001027978267664974, + 0.001026596359358172, + 0.0010254578714669598, + 0.0010237183144499232, + 0.0010182760486788889, + 0.0010177427157019561, + 0.0010148804239212496, + 0.0010130889438137742, + 0.0010073076613193084, + 0.0010051884058188162, + 0.0010039502241379757, + 0.0010021216154640043, + 0.0009939744875564012, + 0.0009936610149414325, + 0.0009896900437523382, + 0.0009874957432700533, + 0.0009812599381814392, + 0.0009694269716867868, + 0.0009659314714365976, + 0.0009642314472584144, + 0.0009630971871092911, + 0.0009630912080149168, + 0.0009577916866706747, + 0.0009577758133087025, + 0.0009507844101088014, + 0.0009454418879027844, + 0.0009423679944168873, + 0.0009410063645945295, + 0.0009301650926879031, + 0.0009245473621959193, + 0.0009223505227970386, + 0.000919504169926351, + 0.0009160972327292097, + 0.0009085631040674957, + 0.0009084583520307366, + 0.0009082985614790628, + 0.0009081829446318405, + 0.0008996763095118958, + 0.0008961785366353331, + 0.0008913839370124873, + 0.000887509324522081, + 0.0008821972312960261, + 0.0008802515715031418, + 0.0008758797758576951, + 0.0008748041749597299, + 0.0008730839469439607, + 0.0008693676968018871, + 0.000869118883223637, + 0.0008637503732506648, + 0.0008603682668135378, + 0.0008577859943171762, + 0.0008535377781344045, + 0.0008520196584943381, + 0.0008505242688794257, + 0.0008477279073147596, + 0.0008464627026708116, + 0.0008435607972939511, + 0.0008287790234281037, + 0.0008282256956390931, + 0.0008156264485627124, + 0.000804266106089807, + 0.0007992528679369866, + 0.000794882423871491, + 0.0007932808999275378, + 0.0007925486237700414, + 0.0007908075768794548, + 0.0007870529822829788, + 0.0007779421584420818, + 0.0007754074850785626, + 0.00077504359184207, + 0.0007688431055499775, + 0.0007684921194946763, + 0.0007673798244019138, + 0.0007658926357104305, + 0.0007658055066434269, + 0.0007506261510733648, + 0.0007409428014279786, + 0.000740579374960466, + 0.0007399408021362417, + 0.0007395433121842874, + 0.0007368235701340638, + 0.0007337683776825382, + 0.000731278274728221, + 0.0007312769446246515, + 0.0007250462411233236, + 0.00072117768432524, + 0.0007205074927037707, + 0.0007174562054360231, + 0.0007114558783414391, + 0.0007005389966280712, + 0.0007000239669357317, + 0.0006982767069900996, + 0.000696579960532999, + 0.0006955012991194995, + 0.0006932248329671123, + 0.0006921322542969015, + 0.0006897716724354684, + 0.0006891711734352585, + 0.0006874784917563151, + 0.0006815442033350304, + 0.0006810995426397703, + 0.0006803407244731551, + 0.0006798198754728786, + 0.0006748125684791564, + 0.0006741139242940957, + 0.000670279952726023, + 0.0006693854822455727, + 0.0006691707414520586, + 0.0006637830932986366, + 0.00066105385643284, + 0.0006595299701655642, + 0.0006582290434801626, + 0.0006550421329491417, + 0.0006479053016298459, + 0.0006467106038618774, + 0.0006445089022637563, + 0.0006435970303555373, + 0.000637841715659715, + 0.0006362911289706793, + 0.0006324065419882071, + 0.0006202729946274869, + 0.0006178073699536539, + 0.0006151413608603437, + 0.000614598346905232, + 0.0006131514492759711, + 0.0006110046845917771, + 0.0006100380454309101, + 0.0006089607197610065, + 0.0006086670318797604, + 0.0006075286597938533, + 0.0006075250851680936, + 0.0005990847713307977, + 0.0005944915203031704, + 0.000593811573562455, + 0.0005933526411165086, + 0.0005906971183112483, + 0.000588963276399233, + 0.0005839407399809564, + 0.0005816030011393367, + 0.0005808615226765275, + 0.0005806539879166538, + 0.0005806295737395515, + 0.0005788194061997516, + 0.0005787705391589348, + 0.0005753378875805136, + 0.0005702909882916361, + 0.0005681323251205026, + 0.0005669945899611968, + 0.0005663066640995286, + 0.0005551782447434468, + 0.0005542908109304732, + 0.0005516584776981959, + 0.000548429830555061, + 0.0005470542772576808, + 0.0005422231710432286, + 0.0005395335326168655, + 0.0005365262974650418, + 0.0005344931461007322, + 0.0005339557353273756, + 0.0005323719454577505, + 0.0005289031713602313, + 0.0005269884372667585, + 0.0005256883930058229, + 0.0005249718197342464, + 0.0005217202785349976, + 0.000516918226847053, + 0.0005166847661464223, + 0.0005136105965721073, + 0.000509877571270629, + 0.0005053795979512308, + 0.0005026069090504781, + 0.0005020774590311722, + 0.0004969221453455748, + 0.0004949869868679262, + 0.0004946656756450383, + 0.0004929230081259839, + 0.0004892587312641027, + 0.0004880953348804983, + 0.0004878041093277249, + 0.0004873722464958064, + 0.00048667625552041436, + 0.0004838361607392241, + 0.000483718139955123, + 0.00048188311168030715, + 0.00047892131951884356, + 0.0004779383867446137, + 0.0004727492784305562, + 0.00047126770472020855, + 0.0004647129716087823, + 0.0004634547059855199, + 0.00046142499540381384, + 0.00046068278818356764, + 0.00045853781135027805, + 0.000454287790292591, + 0.00045423014719675383, + 0.0004539297758355571, + 0.0004496410432972228, + 0.0004478133268840091, + 0.0004412091709505966, + 0.0004376078221671456, + 0.00043269200012757605, + 0.00043133135506033754, + 0.0004294917750532183, + 0.00042824026773592065, + 0.00042653220644071644, + 0.00042584910760517727, + 0.00042399848313608553, + 0.00042333174290868166, + 0.0004222464317560248, + 0.00041933810673112985, + 0.0004167962069617813, + 0.00041144019367382075, + 0.00041024655344494034, + 0.00040788415940258945, + 0.0004024774717878806, + 0.00040199259177367764, + 0.0004018828167985802, + 0.0004011696326055022, + 0.0004007370782530469, + 0.0003974804564855959, + 0.0003969433331892234, + 0.000395195058621386, + 0.00039430436184280105, + 0.0003909359215494319, + 0.00038832371674101543, + 0.00038826238988707293, + 0.000385704160686626, + 0.00038235470518802034, + 0.00038233842815697724, + 0.0003805934620614204, + 0.00038015785989852494, + 0.00037997723559848146, + 0.00037855029645193745, + 0.00037485185291490997, + 0.0003747946364183284, + 0.0003713914824931376, + 0.00037034500352092715, + 0.0003691202351354985, + 0.0003655947109138711, + 0.00036273323005023625, + 0.0003618301646036992, + 0.0003603097037826241, + 0.0003568057327351755, + 0.0003557193387973523, + 0.0003529406620865861, + 0.00035110296592854727, + 0.00034873386852824563, + 0.0003420094915967558, + 0.00034044752758659145, + 0.0003394677427074109, + 0.00033904949000021256, + 0.00033570110064451837, + 0.00033272279672508784, + 0.0003318620592953814, + 0.0003310300375485495, + 0.0003300009519187462, + 0.0003279473933840648, + 0.0003251987362490679, + 0.00032443572719178897, + 0.0003231898355184701, + 0.00032288469330329537, + 0.0003196534768443209, + 0.00031894236578555295, + 0.000318533326869707, + 0.0003140621733947966, + 0.00030853155374182433, + 0.00030404451107580896, + 0.0003037059274590024, + 0.00030226777050549274, + 0.00030160658852788734, + 0.00030000259641671734, + 0.00029887325315953425, + 0.0002988612546906928, + 0.0002976817473062524, + 0.0002963112115340021, + 0.0002936276250135178, + 0.0002927046530076941, + 0.00028998016362910556, + 0.0002885742251089572, + 0.0002879783640423926, + 0.00028726373150311655, + 0.0002838485974688123, + 0.00028330084317284437, + 0.0002831881787547038, + 0.00028216774737270924, + 0.00028170978385463294, + 0.00027589611392670653, + 0.00027288441710014163, + 0.0002685459245157979, + 0.00026799207834611084, + 0.00026784907565992295, + 0.00026726203587433035, + 0.0002666705217759809, + 0.0002646999671361837, + 0.0002636235068383863, + 0.00026214425591267366, + 0.0002596759506449991, + 0.00025175515907550113, + 0.0002507279366284891, + 0.00025026611949087517, + 0.00024942627777577766, + 0.0002477259985335093, + 0.0002474072788196032, + 0.00024524559368795145, + 0.0002447638715597682, + 0.000243510395174538, + 0.00024120926809993002, + 0.00023906454529038166, + 0.00023813186371142436, + 0.000236908110635237, + 0.0002357457882542898, + 0.0002343262169749685, + 0.00023422765792383801, + 0.00023221186778452356, + 0.00023200684955406315, + 0.00023116098156171052, + 0.00023114989531890787, + 0.000229713220935395, + 0.00022779900839718596, + 0.00022647032192277613, + 0.0002232446490861545, + 0.0002228579941227581, + 0.00022161297197529454, + 0.00021966718066795214, + 0.00021586799367292965, + 0.00021561850552276421, + 0.00021256134839823504, + 0.00021248531571099312, + 0.00021080976669087038, + 0.00020886751434952034, + 0.00020769184551344572, + 0.00020688946404292784, + 0.0002033158962211911, + 0.00019967059465489788, + 0.00019916223384552567, + 0.00019823760897339326, + 0.00019678783181318438, + 0.00019587110508258168, + 0.00019219482490212493, + 0.00019127070540325017, + 0.00019034541747647222, + 0.0001848235573822518, + 0.0001847792842462645, + 0.00018416971039918173, + 0.0001830138918325817, + 0.00018198378047871468, + 0.0001807398399256171, + 0.00017838559833829415, + 0.00017667383273613953, + 0.0001758614873837819, + 0.00017542806802746142, + 0.00017376699904165908, + 0.00017358717254329313, + 0.00017349354725730294, + 0.00017229257938273655, + 0.00017214668045148376, + 0.00016665063687683752, + 0.00016591093103789938, + 0.0001652962739998611, + 0.00016125972125668832, + 0.0001593841619433888, + 0.0001592465993099228, + 0.00015873630607007635, + 0.0001586151362371714, + 0.0001563705802175228, + 0.00015581672133565784, + 0.00015460449213206814, + 0.00015246240591774353, + 0.00015240099804774587, + 0.0001495443997870101, + 0.00014936949658691116, + 0.00014765349280038023, + 0.0001475570126883957, + 0.00014746664498397493, + 0.0001473855822858974, + 0.0001458515576010754, + 0.0001441654797381228, + 0.0001433647893008579, + 0.00014301327904344633, + 0.00014255778077584724, + 0.00014187545619856394, + 0.00013687562631652065, + 0.00013412277037368997, + 0.00013377436572296927, + 0.00013348135260037453, + 0.00013334743891708475, + 0.0001332478821881114, + 0.0001325425963555637, + 0.00013166996862811427, + 0.00013088853221870228, + 0.00012869465961665936, + 0.00012847527226788317, + 0.00012530859178505407, + 0.00012368100114780022, + 0.00012239588871506941, + 0.00011932622186960657, + 0.00011733122989888357, + 0.00011727624547825917, + 0.00011715735428729619, + 0.00011564488193031073, + 0.0001144688464330755, + 0.00011413912543147711, + 0.00011146144524148105, + 0.00011003856202605221, + 0.00010918943657775304, + 0.00010580193152421467, + 0.00010474008051664407, + 0.00010363676172046579, + 0.00010337799078787745, + 0.00010323314711248524, + 0.00010312117581772602, + 0.00010299971748705011, + 0.00010254796636270277, + 0.00010178268907235749, + 9.815713451226885e-05, + 9.797284178134091e-05, + 9.79683557190994e-05, + 9.761261259493969e-05, + 9.61747208367759e-05, + 9.506740223885463e-05, + 9.481353276540459e-05, + 9.471101897472042e-05, + 9.44526264861484e-05, + 9.388047613560882e-05, + 9.385417919367924e-05, + 9.285712580110137e-05, + 9.211395387256102e-05, + 8.894236010344458e-05, + 8.776045239886885e-05, + 8.73867660817482e-05, + 8.56469663349158e-05, + 8.47085935676906e-05, + 8.415631285693652e-05, + 8.383528427794552e-05, + 8.377021820919247e-05, + 8.247853306051541e-05, + 8.243780577627879e-05, + 8.116160612062693e-05, + 7.972748228383378e-05, + 7.690643993017436e-05, + 7.622088068384956e-05, + 7.593964695710777e-05, + 7.588594707840045e-05, + 7.314140236825059e-05, + 7.162761861197333e-05, + 7.078195166258698e-05, + 7.032053444198647e-05, + 6.759675188768712e-05, + 6.623826640589e-05, + 6.62166430346003e-05, + 6.491387142257195e-05, + 6.486809344522565e-05, + 6.43422265509177e-05, + 6.422503500213642e-05, + 6.332822519991819e-05, + 6.287430749505522e-05, + 6.276553289130739e-05, + 6.265783016276399e-05, + 6.237542728072083e-05, + 6.212555791549084e-05, + 6.207127686542322e-05, + 6.133914456023787e-05, + 6.094442715526052e-05, + 6.035850578741412e-05, + 6.0324899027143956e-05, + 5.987308745643464e-05, + 5.981771130261255e-05, + 5.973776621050972e-05, + 5.929579712356612e-05, + 5.882944225638266e-05, + 5.7810732255143474e-05, + 5.691710686317035e-05, + 5.587818637188296e-05, + 5.491100435125278e-05, + 5.4798599684469914e-05, + 5.363974583351115e-05, + 5.318591089122631e-05, + 5.2871433965671594e-05, + 5.0318216939045675e-05, + 5.0191316216265555e-05, + 4.9645455278808716e-05, + 4.951195604750717e-05, + 4.8583129445955134e-05, + 4.753145091877806e-05, + 4.7340794858691796e-05, + 4.623808537512737e-05, + 4.578349069620329e-05, + 4.5774486251889474e-05, + 4.563684878027543e-05, + 4.556633439210578e-05, + 4.552101944364053e-05, + 4.325295093829958e-05, + 4.2850661424037446e-05, + 4.2790123223664245e-05, + 4.135096777034845e-05, + 4.106554325670737e-05, + 3.883341918065074e-05, + 3.798896216020425e-05, + 3.7935296381506375e-05, + 3.755391918967661e-05, + 3.743649572903603e-05, + 3.7302116836852635e-05, + 3.724179518369061e-05, + 3.6983113340568696e-05, + 3.469851304149327e-05, + 3.448109328640441e-05, + 3.444381403414734e-05, + 3.4166724930450736e-05, + 3.409121310000985e-05, + 3.398839601363577e-05, + 3.3402272079642775e-05, + 3.28110720587267e-05, + 3.1406638797966804e-05, + 3.096241280821481e-05, + 3.011972799632049e-05, + 2.9277075293681545e-05, + 2.8710374400205864e-05, + 2.7445889428925515e-05, + 2.677886043800221e-05, + 2.6727666164976636e-05, + 2.623122743740566e-05, + 2.589433519481628e-05, + 2.5881495254332893e-05, + 2.524041405860226e-05, + 2.4821298839440503e-05, + 2.3988926572206956e-05, + 2.2249759946647874e-05, + 2.2240086031694244e-05, + 2.122159349819068e-05, + 2.1198828184006467e-05, + 2.1110207506106864e-05, + 2.1085002911320943e-05, + 2.081139822345282e-05, + 1.979792672290923e-05, + 1.9743829605038367e-05, + 1.967316435899636e-05, + 1.941156400364334e-05, + 1.9327002133221568e-05, + 1.8974586584246865e-05, + 1.896442158739854e-05, + 1.867732534991176e-05, + 1.866583903863322e-05, + 1.7998508827512022e-05, + 1.740729315120665e-05, + 1.7360383966608887e-05, + 1.6501989508747055e-05, + 1.6312111887391488e-05, + 1.5009024952907135e-05, + 1.4091057317700016e-05, + 1.2989859615368567e-05, + 1.2955199395575682e-05, + 1.2614023173084787e-05, + 1.2160264083950456e-05, + 1.1207973093867791e-05, + 1.0978464858028846e-05, + 1.0750286243869586e-05, + 1.071811214114159e-05, + 1.0701371283954395e-05, + 1.0504203741710033e-05, + 1.043135842193808e-05, + 1.015283269998394e-05, + 9.77284438839574e-06, + 9.086062013439649e-06, + 8.97282797564355e-06, + 8.665245828363307e-06, + 8.484787710712166e-06, + 8.228941714719571e-06, + 7.85762924533048e-06, + 7.378671186543914e-06, + 7.303720302498811e-06, + 7.285480369741312e-06, + 6.892599097480468e-06, + 6.570947649500201e-06, + 6.268253230127355e-06, + 6.070403937192165e-06, + 5.974723258367936e-06, + 5.752540424674392e-06, + 5.5939543700446035e-06, + 5.556555260525213e-06, + 5.27901548551933e-06, + 5.220154906825685e-06, + 5.034311760559049e-06, + 4.8905759680971745e-06, + 4.863013043600928e-06, + 4.549272994088304e-06, + 4.5369651924199495e-06, + 4.1705787269678635e-06, + 4.096194882662168e-06, + 3.301553698397589e-06, + 3.2735261513332865e-06, + 2.6710684144093237e-06, + 2.5057519817734533e-06, + 2.484113915974979e-06, + 2.3559603665972167e-06, + 2.25637403586067e-06, + 2.1820038046150826e-06, + 2.141220038924395e-06, + 2.0586457126618934e-06, + 1.9385063688193544e-06, + 1.69084816219175e-06, + 1.4754033150796469e-06, + 1.4376036237982554e-06, + 1.365743038161694e-06, + 1.3483017999666987e-06, + 1.2438674489427629e-06, + 1.1319800993387395e-06, + 1.1149200047448457e-06, + 1.082945029566923e-06, + 9.872956730522284e-07, + 8.48981368008439e-07, + 8.337417754706797e-07, + 7.509041434374113e-07, + 6.352845456822704e-07, + 4.371630653750006e-07, + 4.0905799865391857e-07, + 3.617195213953208e-07, + 3.212963192084371e-07, + 3.047904368039886e-07, + 2.385781577755402e-07, + 2.1359082439702204e-07, + 2.0115890836330746e-07, + 7.725018095990329e-08, + 6.299263013647946e-08, + 5.9370643218963984e-08 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 83.2, + "precision": 25.238095238095234, + "recall": 19.714285714285715, + "f1": 20.641025641025642 + }, + "selection": { + "precision": 0.6079605569551123, + "recall": 8.83116883116883, + "f1": 1.1375780183681043, + "jaccard": 0.5725461067631316 + } + } +} \ No newline at end of file diff --git a/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Prostate_Cancer.json b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Prostate_Cancer.json new file mode 100644 index 0000000000000000000000000000000000000000..e1655aa20366a0b1d402afdccc16db4cbd661f18 --- /dev/null +++ b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Prostate_Cancer.json @@ -0,0 +1,3822 @@ +{ + "significant_genes": { + "Variable": [ + "AATF", + "AADAC", + "A2M", + "ALPK2", + "ACTMAP", + "ABCF2", + "ABCC6", + "ACADVL", + "ACSM5", + "ACSM4", + "AAMDC", + "ADAMTS12", + "ACOT4", + "AASDHPPT", + "ANKRD40", + "ABHD2", + "ACRV1", + "ACOT2", + "ABCB10", + "ABCE1", + "ACTN3", + "ABCB8", + "ABI3BP", + "ADGRG4", + "AGR2", + "ALDH4A1", + "ABCC10", + "ART3", + "ACAT2", + "ALDH1L1", + "AACS", + "ADGRE4P", + "ABCA8", + "ACSM2A", + "ABCC13", + "ABCC8", + "AFG1L", + "ABLIM3", + "AK2", + "ADAMTSL5", + "AHCYL2", + "AADACL3", + "AGRP", + "ABHD17B", + "ADAMTSL2", + "AEN", + "ABCA6", + "ARHGAP24", + "ALDOB", + "AFF2", + "ADAM21P1", + "ACSM3", + "ABHD1", + "ALKBH4", + "ADRA1A", + "ARL3", + "ABLIM2", + "ABCA12", + "ABHD13", + "AKAP7", + "ACTR2", + "AARSD1", + "ACBD6", + "ACTR5", + "ABCA11P", + "ABHD5", + "ADCY9", + "ABCB5", + "ACO2", + "ADCYAP1", + "AGER", + "ACTR10", + "ADAD1", + "ABCC9", + "ADAP2", + "ACMSD", + "ALAD", + "AOX1", + "ADGRD2", + "ACKR1", + "ANKZF1", + "BPIFA4P", + "ARHGAP23", + "ARHGAP22", + "ADH5", + "ABCC4", + "APBA3", + "ABHD17A", + "ACOT1", + "ADAD2", + "APLP1", + "ANKK1", + "ABHD12", + "AIRIM", + "ACTRT1", + "ANGEL2", + "A3GALT2", + "ABI1", + "BBS5", + "ASIP", + "ADGRG2", + "ABRAXAS1", + "AKAP1", + "ALOX12P2", + "ADCY1", + "ABRA", + "ADGRG6", + "ALDH1L2", + "AARS1", + "ACSL5", + "AP4M1", + "ACER1", + "ADAM21", + "ABCA10", + "BMP5", + "ABCB4", + "ACKR3", + "APCS", + "ANO3", + "ALG1L1P", + "AGAP7P", + "AKAP8", + "ALX1", + "ALG9", + "AP2S1", + "C1orf167", + "ABAT", + "ALDH7A1", + "ANGPT2", + "AKR1B15", + "APLN", + "BHLHE22", + "ADA", + "ADCK5", + "ACACB", + "ADAM5", + "ASXL1", + "ARSL", + "APCDD1", + "ADORA3", + "C3orf20", + "APOBEC3H", + "ALDH18A1", + "AFDN-DT", + "ABCB11", + "ALDH16A1", + "HMGB4", + "ANK3", + "ARFRP1", + "ATXN1L", + "AKR1C8", + "ATG10", + "ABCF3", + "ABCD1", + "AEBP1", + "AADAT", + "ADGRV1", + "C2", + "ADAM32", + "ADK", + "ARID1A", + "ADO", + "ARHGEF19", + "ACTL10", + "ANKAR", + "CETN3", + "ADIPOR1", + "CTXN2", + "AK3", + "AFAP1L1", + "ADGRF2P", + "A1BG", + "ALCAM", + "ACTL6B", + "ADAMTSL4", + "ADAMTS8", + "CHRM1", + "APEX2", + "ACAP3", + "AP4B1", + "BANP", + "ANO7", + "ANKFN1", + "ANO1", + "ADORA1", + "ANKRD13C", + "CACNA2D1", + "BAGE2", + "ADTRP", + "ANKMY1", + "ABR", + "AAAS", + "AP5S1", + "ACTR6", + "ACVR2A", + "ABHD11", + "ACVR1C", + "AP2A2", + "ANKRD34A", + "ARID3C", + "ACTL7A", + "AP4E1", + "COLEC10", + "ACP2", + "AHSP", + "CNPY1", + "ARHGEF15", + "CLEC4GP1", + "AAK1", + "ASTE1", + "AURKC", + "ADAMTSL1", + "ATF1", + "AIPL1", + "C12orf43", + "ADAM22", + "APOLD1", + "ACSM2B", + "AGT", + "ARHGEF16", + "ANKRA2", + "BDH2", + "ALPL", + "ASPN", + "CAPN11", + "AACSP1", + "CAND2", + "ANAPC15", + "ABRAXAS2", + "AMER3", + "CRTC3", + "CA14", + "CD109", + "ACP5", + "BMERB1", + "FUZ", + "ABCB1", + "C1orf216", + "GARNL3", + "ATRX", + "DHX30", + "AMELX", + "ADAM8", + "ALDH3A2", + "ANKLE2", + "ANKRD24", + "ARHGEF28", + "AQP1", + "AQP4", + "ANKS4B", + "AMPH", + "ARMH4", + "ADCY4", + "ADAMTS10", + "AKAP14", + "BRDT", + "ACSM1", + "CCDC27", + "AGAP4", + "AMPD3", + "ARLN", + "BDNF-AS", + "ADAMTS16", + "ADARB1", + "AP1S1", + "CDH7", + "ANOS1", + "ANKRD20A8P", + "AMHR2", + "BCL2L12", + "ACTBL2", + "AKIRIN2", + "FAM225B", + "CALR3", + "CLLU1-AS1", + "ANKIB1", + "ATP5MC3", + "AIG1", + "SCTR", + "DAZL", + "ASB16-AS1", + "ATAT1", + "ARHGAP32", + "BAHCC1", + "CCAR2", + "AICDA", + "ADGRF4", + "ACOX3", + "ACTG1", + "ADGRB2", + "BMAL2", + "C16orf87", + "BCO2", + "ACO1", + "ARHGEF25", + "ANAPC2", + "BPESC1", + "AIF1", + "FAM90A13", + "ACBD5", + "ATP10D", + "AADACL4", + "COL11A1", + "BRI3BP", + "ANKRD54", + "CDYL", + "ACADL", + "DUX3", + "ABI3", + "BTNL2", + "ABCB9", + "ANAPC7", + "ACOD1", + "BRWD1-AS2", + "C10orf55", + "DAZ4", + "CDKL3", + "ADAM7", + "ANKRD31", + "MGAT5", + "APOBEC3D", + "ATRNL1", + "CHRDL2", + "BRS3", + "AHSG", + "ANO2", + "AKAP6", + "CLSTN2", + "AVP", + "CHDH", + "ANKRD18B", + "AMY2B", + "C3orf18", + "ABCA3", + "LOC654780", + "CGREF1", + "COQ3", + "CBX8", + "ACYP1", + "ATAD3B", + "CACNA1A", + "ACOXL", + "ATF6B", + "LILRA3", + "CASP9", + "ADIPOR2", + "ADGRE3", + "GLRA1", + "ANAPC4", + "DEFB103A", + "ANKRD18A", + "AAR2", + "ASAH1", + "AZGP1", + "ADAMTS1", + "BCAT1", + "A4GNT", + "ADGRL3", + "BMP2KL", + "C7orf57", + "ATXN2L", + "AKR1A1", + "CCDC116", + "ACTN2", + "ANK1", + "AKNA", + "CHRM4", + "ADGRL1", + "ABITRAM", + "ABCD2", + "C1orf53", + "DHDH", + "TRIM42", + "AKR1C4", + "CHST2", + "BCL9L", + "ASB12", + "SNORD113-5", + "ADAMTS4", + "DAPL1", + "AKIRIN1", + "CHD1L", + "CFAP20", + "ANKRD20A2P", + "AFDN", + "CLEC4M", + "ABO", + "C1QBP", + "ADAM15", + "CENPL", + "AMDHD2", + "DLST", + "AAGAB", + "CARD19", + "COL13A1", + "AGBL2", + "PAFAH1B3", + "ADAM17", + "ACR", + "ANKRD35", + "ADORA2B", + "CLDN3", + "ANXA2P1", + "ADGRA3", + "AGO2", + "CFAP53", + "ABCA9", + "BIRC2", + "DRAXIN", + "AXIN2", + "ATP6V1F", + "ARMCX5", + "CSNK1E", + "ANLN", + "ANKRD20A11P", + "APMAP", + "AGAP11", + "ADGRA1", + "CNTNAP1", + "BTBD16", + "DUOXA1", + "ATP13A2", + "HRG", + "AGPAT4", + "AASS", + "DTX1", + "ARSB", + "ADH4", + "ATP5PD", + "CDC14C", + "CLTCL1", + "AQP6", + "ARHGAP10", + "FBXL2", + "NLRP3", + "CATSPERE", + "CNR2", + "ABTB1", + "ANP32E", + "ADAMTS7", + "C5", + "ANKUB1", + "ABCA1", + "ALPK3", + "ARRDC1-AS1", + "APEH", + "CRTAP", + "APOL6", + "CARNS1", + "ATP6V1G3", + "AGPAT3", + "ACYP2", + "ANXA8", + "ASB18", + "CCDC42", + "CLIP3", + "FANCB", + "AATK", + "ANKRD27", + "ARHGAP5", + "CHRNB2", + "ALYREF", + "CBLL1", + "CLCN1", + "CARMIL1", + "ACSS3", + "LOC613038", + "TMEM52", + "MIR302B", + "AGAP6", + "C16orf78", + "AFM", + "KCTD21", + "PBX3", + "GINS2", + "MIR602", + "CPE", + "C8orf58", + "COL4A5", + "RLBP1", + "CCDC146", + "AGRN", + "IL1RAPL2", + "ADGRF1", + "ADAM18", + "ARL14", + "BNC2", + "C3AR1", + "BST1", + "CLDN23", + "CCDC83", + "BBIP1", + "CLN8", + "ACAP2", + "CCDC144A", + "ABCC2", + "EPS15L1", + "CPT1A", + "BDKRB2", + "RASD2", + "CPNE9", + "COL5A3", + "AMPD1", + "C10orf53", + "CFAP141", + "CELF6", + "LOC646804", + "BOC", + "PKD1L1-AS1", + "IFITM5", + "BCAM", + "THOC6", + "APOC3", + "BCHE", + "ARID5B", + "GDPD5", + "ARR3", + "CNTN4", + "INSM2", + "ANXA9", + "ATP6V1G2", + "CRTC1", + "KCNH5", + "EXD1", + "ARL17A", + "E2F1", + "CDKN1B", + "PADI3", + "LOC727980", + "BPY2", + "ASIC1", + "BAIAP2", + "CGB1", + "COL15A1", + "CLDN1", + "ALG6", + "ACTC1", + "AMMECR1", + "FABP2", + "FGFR2", + "ALDH2", + "DUX4L8", + "ASCC2", + "EDIL3", + "ADIPOQ", + "BEND4", + "PRODH2", + "CPZ", + "FST", + "BRD1", + "ATP12A", + "ABCC3", + "CITED1", + "CCNK", + "ABHD8", + "CEACAM18", + "CCDC71", + "ACTA1", + "CHSY1", + "KCNH3", + "CERS4", + "ANKRD40CL", + "CHRM5", + "FIGLA", + "ATP6V1B1", + "IQUB", + "ATP5MF", + "ABCB6", + "AMELY", + "AWAT2", + "CSMD2", + "GCK", + "TACC2", + "ALKBH7", + "C1orf105", + "ASPSCR1", + "NQO2", + "ARMCX3", + "CACNA1H", + "BIRC8", + "AVPR1A", + "ADGB", + "AMBN", + "AGAP10P", + "CACNA1F", + "BCAS4", + "CACNG6", + "HPN", + "BMP3", + "CAPNS2", + "BARHL2", + "BMPER", + "DEFB107B", + "DPEP1", + "ABCG4", + "ADRB3", + "BZW1", + "ASPHD1", + "CRLF1", + "ACAT1", + "XKR7", + "CHPF2", + "AP1M2", + "C2CD6", + "NUS1P3", + "CABIN1", + "CHKB", + "FAM90A16", + "CORO1B", + "ADCY2", + "FTCD", + "ANKRD2", + "DNAH5", + "CAVIN4", + "ENPP6", + "CFAP298-TCP10L", + "C20orf96", + "BPIFB4", + "ARHGEF7", + "ANXA4", + "AXIN1", + "ADAMDEC1", + "AGBL3", + "ANP32A", + "KIAA1217", + "ALDH9A1", + "CTSL3P", + "IER5L", + "C1S", + "CLCNKA", + "CCNB2", + "ARFIP2", + "ATE1", + "AP3D1", + "DYNC2H1", + "CLCA4", + "AMFR", + "CRYBB3", + "ARHGAP31", + "CSH1", + "L1CAM", + "AGTR2", + "ADRA2A", + "CCDC162P", + "ACLY", + "FRAS1", + "FRK", + "AGO1", + "ETV5", + "CAD", + "FFAR4", + "BLCAP", + "MOCOS", + "ALKBH5", + "ADAM19", + "ATP2B4", + "ARHGAP12", + "CLDN6", + "BLK", + "ALDH3B1", + "APOBEC4", + "ARPC5", + "ARHGAP8", + "DSCAML1", + "CCL15", + "B3GNT7", + "ANKRD53", + "BCO1", + "ACKR4", + "ALG10", + "EGFL8", + "AKR1C6P", + "FAM120C", + "BCS1L", + "CATSPERD", + "MRGPRX1", + "ABCF1", + "CPLX1", + "CA6", + "ANKRD16", + "RER1", + "ASNSD1", + "CBR1", + "AKR7A2", + "DLX6-AS1", + "ANKS1B", + "APOB", + "ABTB3", + "NSMCE1", + "ARMS2", + "HDGF", + "BUD31", + "GPR83", + "CCDC191", + "GLI4", + "CCHCR1", + "KRTAP23-1", + "ATP5PF", + "ELOA3BP", + "ADA2", + "CSF1", + "GRAMD1B", + "CDH18", + "ARL13B", + "CCR5", + "CMC2", + "ALDH3A1", + "DRD3", + "COG7", + "ANXA10", + "CXADRP2", + "ARL17B", + "CEP72", + "BOD1", + "CES5A", + "CCDC152", + "EFNB1", + "SNORD51", + "AGPS", + "C17orf50", + "ISL2", + "SPIRE2", + "APRT", + "BRD3OS", + "AHCY", + "C1QL4", + "AGAP9", + "ADGRG7", + "C11orf98", + "RAD54L", + "DRGX", + "GLDC", + "H3C2", + "TMEM171", + "ANGPTL1", + "FAM187B", + "ADRM1", + "C11orf87", + "ATP5MK", + "ARMC7", + "ARMC8", + "CELP", + "EPCIP", + "C8orf74", + "CLIP2", + "ADNP2", + "ZNF843", + "HCRTR2", + "COMP", + "ALKAL1", + "KIAA1210", + "MIR524", + "CDC42EP2", + "ADIG", + "OR1A1", + "ATP2A1", + "AKAP10", + "CNTF", + "ADHFE1", + "CRCT1", + "CD72", + "CDRT4", + "BCL10", + "KLK2", + "CD19", + "C12orf50", + "CDCP1", + "HEBP1", + "C2CD4A", + "OR8H1", + "CCDC13", + "LOC100131496", + "ALDH1A3", + "ATN1", + "ALKBH3", + "PKD2L2", + "IFNA5", + "ARF5", + "MIR629", + "ADGRG1", + "ANKRD20A1", + "CRY2", + "ABCG1", + "ASB17", + "CCT4", + "NPDC1", + "LIMA1", + "ARSJ", + "CSPG4", + "LOC647264", + "AKT2", + "MTSS2", + "ASB13", + "LOC729218", + "CA5A", + "BAGE", + "ARL5C", + "ANKRD11", + "WNT1", + "DNAH17", + "OMD", + "LINC00696", + "CCIN", + "MYL9", + "TBX6", + "CENPM", + "ATP6V0A1", + "HSD11B1", + "MIR1915HG", + "FAAP24", + "CLEC11A", + "COX11", + "MVK", + "ABHD14B", + "COL18A1-AS1", + "HENMT1", + "HLA-DOB", + "ASIC4", + "AGPAT5", + "RBFA", + "LACC1", + "FMN2", + "ASB3", + "ASCC1", + "CDH22", + "LOC100130872", + "DNAH14", + "GPR152", + "AKT1S1", + "BBLN", + "NXF4", + "MIR141", + "BAD", + "ARRDC5", + "ADAM10", + "ADRB1", + "AGBL1", + "ATOSB", + "B3GNT3", + "DNAJC5B", + "CCDC144NL", + "BPHL", + "NAV3", + "MIR620", + "CD300E", + "CDK5RAP1", + "BAK1", + "TOP1MT", + "KCNJ5", + "MYL10", + "ACTRT3", + "ADH5P4", + "ADAMTS3", + "IL22", + "SNORD91B", + "CHRDL1", + "C2CD4D", + "OR8G2P", + "PBLD", + "BTNL3", + "CLBA1", + "CHI3L2", + "CNTNAP2", + "CD38", + "CCK", + "AZU1", + "CLK2", + "FAM219A", + "GEMIN4", + "GAS1", + "AUNIP", + "ASIC5", + "HLA-C", + "ARHGAP35", + "GPX3", + "FAM210A", + "CYP4Z2P", + "DSCR9", + "TRPM4", + "SPACA5", + "MPV17", + "CCDC7", + "LZTS1", + "DDX43", + "C1QA", + "ANXA2", + "MIR548Q", + "ACSL3", + "ADSS2", + "CCNQP1", + "CLHC1", + "CNGA4", + "EML5", + "ADPRH", + "CDK3", + "AMH", + "ATP10A", + "ADCY7", + "ARG2", + "HOXA11-AS", + "BAG3", + "ARHGAP19", + "CLEC12B", + "BLOC1S2", + "FGFR4", + "CABP5", + "ADCYAP1R1", + "AMMECR1L", + "ELFN1", + "DMP1", + "APOE", + "GCC2", + "CAPN14", + "MUC15", + "ARNT2", + "DNAJC17", + "RCN3", + "FAM87A", + "FKSG49", + "CASK", + "LRP3", + "CD4", + "ERICH4", + "C1orf146", + "BPI", + "CTIF", + "ARHGAP9", + "CEP63", + "EPHA2", + "CHRNB1", + "ATG2B", + "BDH1", + "BABAM1", + "MIRLET7C", + "PNKD", + "COX5B", + "ACTR3B", + "ENTR1", + "ARSK", + "EXOSC2", + "ARIH2OS", + "EIF4ENIF1", + "ERCC6", + "MAP1LC3C", + "AFG2B", + "DNHD1", + "BORA", + "AKR1C1", + "APEX1", + "CCDC148", + "PPIL6", + "HNF1B", + "GABRB1", + "BHLHE23", + "BMP1", + "DERPC", + "ACOT11", + "ASIC2", + "DBX2", + "DANCR", + "BTNL9", + "LYSMD4", + "RCN1", + "ADGRG3", + "KLK5", + "CDK9", + "ALS2CL", + "KCMF1", + "DHRS3", + "TMSB15A", + "ANKRD22", + "ODAD3", + "C1GALT1", + "CHAT", + "ARL8A", + "AQP11", + "DNAI3", + "C2orf15", + "MIR494", + "CFHR1", + "ATL3", + "GRHL3", + "CD177", + "LDLRAD3", + "H2BC21", + "HAS1", + "INO80C", + "CD180", + "APOH", + "SAMD13", + "ACSL6", + "FAM90A20", + "ATP1B1", + "EME1", + "ATP1B2", + "DDX56", + "GMDS", + "CDH16", + "KRCC1", + "CBLN1", + "C11orf16", + "GCOM1", + "LCE4A", + "SFMBT2", + "DEFB130A", + "CD101", + "HDX", + "CAPN3", + "DMWD", + "CCDC144CP", + "CALML3", + "AMER1", + "BAZ2A", + "COMMD7", + "B3GNT5", + "CLIC4", + "BICDL2", + "C12orf76", + "EMID1", + "GNRHR2", + "GDF9", + "BNIP1", + "HOXD10", + "GIP", + "CCNB3", + "C1QL2", + "FOXF2", + "CBLL2", + "GJA4", + "ZNF607", + "LRRC36", + "FILIP1", + "MRPL9", + "CSNK1A1L", + "AIFM1", + "KRT81", + "CSNK1A1P1", + "DPEP3", + "NCK1", + "PBK", + "CSPG5", + "COL26A1", + "BAZ1B", + "ADGRB1", + "FABP5P7", + "FAM90A19", + "CDC40", + "ADGRD1", + "CHRNB4", + "CPXM2", + "CCDC85B", + "AGK", + "ALOX5", + "DISC1", + "ADD3", + "LOC151760", + "GATA1", + "CCM2", + "MIR455", + "ATP1A1-AS1", + "PHLDB1", + "RIN1", + "CDK15", + "CAMTA2", + "LTC4S", + "C2orf78", + "BHLHA15", + "DEFA6", + "DIS3L", + "AASDH", + "KCNA1", + "NRXN2", + "ARHGAP29", + "IL19", + "BBS10", + "NR2F2", + "MRPL34", + "CEP135", + "TBPL2", + "MAGEA2B", + "NMU", + "ADGRG5", + "C1orf21", + "DMAC2L", + "LIMD2", + "CREBL2", + "BMX", + "IRX5", + "AGL", + "ECE2", + "RBP1", + "MIR761", + "MMP8", + "PRSS37", + "SVOP", + "B4GALNT3", + "CCKAR", + "GGT7", + "LAMB2", + "ADAM12", + "BCAR4", + "MIR29B1", + "PCDHGA4", + "FGF17", + "CRMP1", + "COQ4", + "ASB5", + "PPARA", + "GLYAT", + "CXCR3", + "IL6ST", + "DACT2", + "AGTPBP1", + "CIAPIN1", + "BAGE3", + "CYP4Z1", + "OBSL1", + "DGCR2", + "LIN54", + "ADAM20", + "SPESP1", + "OR4S2", + "NMRAL1", + "MFSD5", + "SUPT16H", + "ATP6V1E2", + "NWD2", + "UCK2", + "AP5M1", + "OVGP1", + "LOC391322", + "FAM170B", + "AFAP1", + "PRPF38B", + "CLPSL2", + "NR0B2", + "CARD11", + "ADORA2A", + "PAGE1", + "GRM4", + "AMZ1", + "KANK1", + "ARHGAP11A", + "CDK8", + "SNPH", + "LRRC32", + "CCNF", + "ELMOD2", + "ART5", + "BBS4", + "CELF3", + "ADIRF", + "CCP110", + "ACSS1", + "PGAM1", + "CADM2", + "CNTROB", + "CARMIL2", + "RBMY1A1", + "SPACDR", + "ZNF454", + "AP1G1", + "ADAMTS5", + "ADRA1B", + "ATP2B2", + "CMTM8", + "COX14", + "CEMP1", + "BCL7B", + "IL12RB1", + "CDC42SE2", + "PUDP", + "CUL3", + "CHRNB3", + "DCUN1D2", + "ACSS2", + "AMN1", + "TTC31", + "BIRC6", + "SNORA25", + "BARX2", + "FAM3A", + "MMP15", + "BOLA3", + "RRH", + "ARMCX5-GPRASP2", + "C19orf18", + "CECR2", + "RENBP", + "BTN2A3P", + "ASCL4", + "CD209", + "PPM1H", + "NEURL2", + "EHD3", + "CENPU", + "MIR193B", + "CRISP3", + "DCAF8L2", + "GAD2", + "BAG6", + "CDRT15P1", + "HRNR", + "ADAMTS20", + "ATF2", + "LTB4R", + "TP73", + "CLTC", + "DRC12", + "OR5I1", + "MRPL28", + "CYP11B2", + "CTPS2", + "MECR", + "CDCA2", + "DNAI1", + "ACTN1", + "H2AZ2", + "PRSS53", + "ALDH1B1", + "DPPA2", + "CYP2F1", + "LOC727884", + "MARK1", + "PCDHGB8P", + "APOL2", + "ADAT2", + "APRG1", + "MAGEB3", + "BLVRB", + "STX5", + "AHSA2P", + "WDR48", + "ACTL7B", + "C1orf116", + "ARMCX1", + "CYP39A1", + "RFPL3S", + "DOK5", + "ACTR1A", + "AJM1", + "ATP2A3", + "ANGPTL7", + "BAG4", + "INO80", + "PNMA8B", + "LOC653303", + "FADS3", + "ANGPTL4", + "COIL", + "AS3MT", + "C3orf38", + "HCG27", + "CALHM1", + "ASXL2", + "ADAT1", + "HDHD3", + "ALG14", + "KRTAP6-3", + "BIN1", + "ADAT3", + "ARFGEF3", + "DEFB131A", + "DYRK1B", + "B3GALT5-AS1", + "COMMD4" + ], + "Coefficient": [ + 0.04213021694955793, + 0.035283877055466824, + 0.032653340481447676, + 0.03248740878559447, + 0.03219389809072836, + 0.02780733011598569, + 0.027273264710781578, + -0.02641960138103927, + -0.026235093785122267, + -0.026216313362797363, + -0.025991238526647222, + 0.024953881268130376, + -0.024765839273298333, + -0.024540483924343853, + 0.024512916736310512, + -0.023719760791708188, + 0.0236217750188267, + -0.02346254193772117, + -0.023335500536908194, + 0.022878919818654968, + 0.022709839019164423, + -0.022567885417170547, + 0.022492369397799458, + 0.022428563971452625, + 0.02229994407167105, + 0.02193154415652036, + 0.021904241210008783, + 0.02153755061521627, + -0.020856147409451187, + -0.020471404384056775, + -0.020013688247784857, + 0.018988174109325105, + -0.018946640019766182, + 0.01876430174374364, + 0.018661606156993565, + -0.018491279147748084, + -0.01835231858787763, + -0.01823157439892745, + -0.01799320399849772, + -0.01757847395486173, + 0.017455537001271153, + 0.01743977237821235, + -0.017370268769781885, + -0.01727932682950727, + -0.01720464694793834, + -0.016583506987959695, + 0.015935071663140024, + 0.015924571769476214, + 0.01571547731287665, + 0.01541042739304427, + -0.015385490006921052, + -0.015208565339001785, + 0.015153865400162524, + -0.014890932572109904, + -0.014828990457235822, + 0.01474333731861144, + -0.014258496209024597, + -0.01419037306898781, + -0.014167959652721829, + -0.013933707424267347, + 0.013835014968176103, + -0.013789602294293647, + 0.013656885579488704, + -0.013514877908409356, + 0.013357624264346146, + 0.013235733244858038, + 0.013124435359621595, + 0.01308794941705808, + 0.013003887260637304, + -0.012822627354951448, + -0.012702981692248557, + 0.012551186196355736, + 0.012531303217035803, + 0.01244439328068994, + -0.0123497928413773, + -0.012279838175118228, + 0.012226199559737017, + -0.012060188352365765, + -0.011827111635010048, + -0.011748246349454735, + 0.011735488235120262, + 0.011705206307196379, + 0.011661069482503011, + 0.011600061009419314, + 0.011571831031379497, + 0.011532833683045318, + 0.011106858269948136, + 0.011023952248528972, + -0.011001454486659781, + -0.010870693094994745, + -0.010820855605621344, + -0.010759876226335506, + -0.010687333249744435, + 0.010679605220468536, + 0.01062326243826349, + 0.01049977324276165, + 0.010420397268723647, + 0.010419302885091977, + 0.010395292776349702, + -0.01037131974510024, + 0.010259328565860665, + 0.010125092702392069, + -0.010111534409829889, + 0.010077223599806777, + -0.009920807876978539, + 0.009738742164103465, + -0.009582023387452072, + 0.009567111743170932, + 0.009555860248230078, + -0.009540673464559465, + -0.00952250808008875, + -0.009512117686770643, + -0.00950973673548652, + 0.009500588104353247, + 0.009437778152742613, + -0.00937370444907311, + 0.00927593132539879, + 0.009241892783862973, + -0.009229268551490631, + 0.009213008385678803, + -0.00918157939709867, + 0.009130214992117606, + -0.009068726112869381, + -0.009039630987183205, + -0.008958096905789643, + 0.008837038306119814, + 0.008834373066511123, + 0.008739625416746128, + -0.008696829345622563, + 0.008671322023854478, + -0.008594980121932197, + -0.008586182807132362, + 0.008472023340404493, + 0.008465666549563506, + 0.008435236979972054, + 0.008400368176708355, + 0.008378138439916498, + -0.008311388945074414, + -0.008260316456040808, + -0.008253558608116484, + 0.008242706202903752, + -0.008068430920978411, + -0.007981731758856062, + 0.007975390913941605, + -0.007952901590482942, + -0.007902804018712094, + -0.00786889699962604, + 0.007840922372758996, + -0.007778409259291471, + -0.007773114404098819, + -0.007767363231581358, + -0.00770431336190921, + 0.007582250779264136, + 0.007564203687628605, + 0.0075558344705240164, + -0.007482508751635258, + 0.007475332324206717, + -0.007474847782089086, + -0.007412676651509781, + -0.007365405736986317, + 0.007282849190423547, + 0.007244839976066053, + 0.007219818701887433, + 0.007184110701559835, + -0.007161303040293447, + 0.007151003934046904, + 0.007083758925690584, + 0.007071610201393681, + 0.006988257215493037, + 0.006918932026953609, + -0.006902548297249985, + 0.006880883551263789, + 0.006823121893450951, + -0.006823077910513411, + -0.0067274420864722115, + -0.006705332350293356, + 0.006697822043591856, + -0.0066791463547066976, + 0.006607339830779416, + 0.006569832012749964, + 0.006546386198431802, + 0.006480884860351535, + 0.00647033393612548, + 0.006343662460257961, + 0.00634292702656311, + 0.006300030119745829, + 0.0062916656176301745, + 0.006239204987796013, + -0.006165875988083881, + -0.006155722430843911, + -0.006090745789593399, + -0.006051487341726756, + 0.006037336621460037, + 0.006020851110334022, + 0.006017227040748352, + 0.0059845241685011685, + 0.005975418552340163, + -0.00596999349610154, + -0.005956911503170484, + -0.005905379211929677, + -0.005904838677899705, + 0.005884787607685914, + 0.005882801971530478, + 0.005867924513112717, + -0.005855428572860561, + 0.005844300628352542, + -0.005841305277749748, + 0.005832549616866933, + -0.005813153072912875, + -0.005757719505473984, + -0.005746929888387881, + -0.005680388056453516, + 0.005672359270162892, + 0.005612674031848027, + -0.00560276487159729, + 0.005551848047175724, + 0.005540508929183788, + -0.005503269302853334, + 0.00548996574551686, + -0.005468755472352589, + 0.005463333411656512, + 0.005429212858771252, + -0.005420359850883456, + -0.005348147303414077, + -0.005202282403152169, + 0.005198236938333435, + -0.005171400963017935, + 0.005147643819403165, + -0.005122345081314068, + 0.005118836857549997, + -0.005025105620819143, + -0.005006887254340646, + -0.004962060555856129, + -0.004921328705714666, + -0.00490855445865542, + -0.004875627791760846, + -0.004845673325710663, + 0.004744289547684944, + -0.004720396753251593, + -0.004716173833794716, + 0.004684191631831933, + -0.004655705626184205, + -0.004643979145124898, + -0.004637888321045406, + 0.004619552373871726, + -0.004605318943185401, + 0.00457913320071938, + 0.004555829744198266, + 0.004522682164408637, + -0.004513437448724891, + -0.004507421908680566, + -0.004505982461365959, + -0.004468719293085048, + 0.004467844097462765, + -0.004459666115130051, + -0.00441883129947053, + -0.004405646631735163, + -0.0044030534984016, + 0.004400025260354332, + 0.004373000731326424, + -0.004362846531735997, + -0.004343384170692609, + -0.0043396169769423796, + 0.004338208935199691, + -0.004324639681193612, + 0.0042931772755052285, + -0.0042907225218189295, + -0.004283188614567919, + -0.004257790226141184, + -0.004240813584105159, + 0.00416713873137874, + -0.004158051355283569, + -0.004155792460485786, + 0.004154391220897912, + 0.00414331118391861, + -0.0041424637675746044, + -0.0041336296897560906, + 0.00412587957662497, + 0.004116476018041032, + 0.0041109468935820615, + -0.00410727106906673, + -0.004105442807414297, + -0.004093788175104727, + -0.004089034067990716, + -0.004057543156774333, + 0.004026530502131136, + 0.004010982328217005, + -0.003983930034484103, + -0.00397199026205816, + 0.003957122552555761, + 0.003953025842098212, + -0.003936421263374344, + -0.003919332255716886, + 0.003897103285261725, + 0.003872548847603624, + -0.003865396368945957, + -0.003845830772987665, + 0.0038406026919325033, + -0.0038195292824463475, + 0.0038140288593483188, + -0.0038109895878603987, + 0.0038028476203820047, + -0.003794847403520776, + -0.00379106784629131, + 0.003785028959461766, + 0.0037830367902494653, + -0.0037400340656736798, + -0.0037187664113858035, + -0.003705143564740506, + -0.0036976629645489385, + 0.0036954909100213877, + -0.003689519843518639, + -0.003651505398014162, + 0.003643505109857717, + -0.00360580042190522, + 0.003602434589333906, + 0.0035989049681585533, + -0.0035933399403245093, + 0.0035915626494995552, + -0.003577109724837645, + -0.0035767981383207047, + 0.0035570507957810235, + 0.0035518740493129804, + 0.0035293557469848126, + -0.0035259593735803307, + -0.003525536034441089, + -0.0035055099707227227, + 0.0034979891507738135, + 0.003462678588220225, + -0.0034456713189014955, + 0.0034437904616257693, + 0.0034416975389402094, + 0.0034400200062626894, + 0.0034256660538149347, + -0.0034218433045065198, + -0.003407090313024006, + -0.0033964943958055514, + -0.0033778677300566854, + 0.0033760480007961192, + -0.003337814213554398, + -0.0033339946647732988, + 0.003305155951518067, + 0.0033019998838091516, + -0.0033015073581890426, + 0.0032967258492502273, + 0.003236235038321045, + 0.0032312808475185857, + 0.003230831506831439, + 0.0032135839592771953, + -0.0032050534541178135, + 0.003204470692115586, + 0.0031907636982151416, + 0.003182801543509382, + -0.0031784404563342246, + -0.0031767416118067414, + -0.0031705074679844376, + -0.003155229487929096, + -0.0031433774980743267, + -0.0031394424839175277, + 0.003132008634444722, + -0.0031245515133798904, + -0.003104111513060033, + 0.003094290025203862, + 0.003093521871277036, + 0.0030880346834322803, + 0.003086219698412181, + 0.0030855437287645583, + 0.0030780877618456926, + 0.003053356800933944, + -0.0030523325450624475, + 0.0030432676865321247, + -0.003034147380175156, + -0.0030331159855850874, + -0.002992928065016493, + -0.002985167689584022, + -0.002980229026858846, + 0.0029769086832916215, + -0.002975868140220406, + 0.0029660567329976226, + 0.0029651479125899424, + 0.0029608436050187906, + 0.002960125416400116, + 0.002958662496944351, + 0.00295322485605166, + 0.0029492305751980673, + -0.0029324975375648525, + -0.0029261802536975283, + -0.0029240927675528417, + -0.0029187778442489334, + -0.0029136536707348617, + 0.0029081143453122335, + 0.002900916430052464, + -0.0028581272297129286, + 0.00284451426957503, + -0.0028437124424705506, + 0.0028281279516170973, + 0.002790336061723438, + 0.0027852516769055454, + 0.0027765519748171024, + -0.0027407337411591245, + 0.002736433688291704, + -0.0027346471489760973, + -0.002723606479943156, + -0.0027176645668236053, + 0.0026711968574472974, + 0.002639321063421422, + 0.0026243432604470167, + 0.0026192746229972623, + -0.0026047837937326203, + -0.0026025998452913084, + -0.002601358227140802, + -0.0025794344439803467, + -0.002555087214886508, + -0.0025279002829637852, + 0.002507958308138427, + -0.0025000867428158513, + -0.0024923338447849744, + 0.0024809449425413493, + -0.002461939849648902, + 0.002458352810825661, + 0.002443090142996876, + -0.0024321761130480183, + 0.0024316117666553744, + 0.0024272404717179635, + -0.002423406010312448, + -0.0024004984669476425, + 0.0024001681896825564, + -0.002380080009976853, + -0.0023719597112124642, + -0.00235743560289195, + -0.0023518847430130906, + 0.0023503091545973805, + -0.0023484356695851146, + 0.002348313380490888, + -0.002330735982614, + -0.002322348794066801, + 0.002319304320704854, + 0.002311434376222261, + 0.002310915422534462, + -0.0023102356086738738, + 0.002295934251732711, + 0.00228361037536376, + -0.002280785097780558, + 0.0022769477921807126, + 0.0022625100963526916, + 0.0022436533461487407, + -0.0022423710350526964, + -0.0022185445152708276, + -0.0022114582005905922, + 0.002209042097657094, + -0.0021929232746854955, + 0.0021916620043900908, + -0.0021831679130033138, + 0.002174304115570814, + -0.0021636667294303437, + 0.0021579488788168975, + -0.0021564934485507133, + -0.0021491101864802697, + -0.0021375634038356644, + 0.002136333749264012, + 0.002120143561462361, + 0.0021172687668679613, + 0.002115138644002458, + 0.0021117608284028267, + 0.002092231566178008, + 0.0020775616676403596, + 0.0020431153690266095, + 0.0020412584410101375, + 0.002026740490357048, + 0.0020195504519840367, + 0.00201114020311852, + 0.0020086654007644526, + -0.0019920101709260843, + -0.0019656378945240353, + 0.001946219308594865, + -0.0019436125371851346, + -0.0019268733302056642, + 0.0019180251582096412, + 0.0019140032437663524, + 0.0019085667792646628, + 0.0018914956714863808, + -0.0018912510270053518, + 0.0018911303604911471, + 0.0018836121359597658, + -0.0018360028411275682, + 0.0018310096683164228, + 0.0018297419505088732, + 0.001821453178149501, + -0.0018157343193849257, + -0.0018145282731064057, + 0.0018141643044201996, + -0.0018050373056763304, + 0.0018040935049865527, + -0.0018000454557587711, + 0.001798696685282412, + -0.0017900542281063024, + -0.0017839834754644435, + 0.0017755865897520874, + -0.0017686039316570014, + 0.0017664049683342627, + -0.0017635560507976461, + -0.001752785620480533, + 0.0017509145933974153, + 0.0017503929024847598, + -0.0017430722492666098, + 0.0017346816369269106, + 0.001722578775381895, + 0.001719835476941586, + -0.0016962797812788565, + -0.0016918400093365931, + 0.0016889316545760113, + 0.0016888218415685064, + -0.0016790363047083823, + -0.001676998735300328, + -0.0016739400148678017, + -0.001673710312895608, + 0.0016667281580265588, + 0.0016625126028458148, + 0.001653512047625234, + 0.0016441138109110228, + -0.001638287153894904, + 0.0016330893801023655, + 0.0016218449665402906, + -0.001621119388290678, + 0.0016208937712602442, + 0.001619653018583222, + 0.001616357579125946, + 0.0016131588528043854, + 0.0016104801066376276, + 0.0015956568113563582, + 0.0015892083026704214, + -0.0015867674095152219, + -0.0015852638574288638, + 0.0015789480477929542, + -0.001576826225385436, + 0.0015746489374294556, + -0.0015741561089184495, + -0.0015728392670069792, + -0.0015542376307778113, + -0.0015364490148459793, + -0.0015181150601278328, + -0.0015123486972371347, + -0.0015120673506134657, + -0.001510254280555217, + 0.0015078189898321374, + -0.0014967832635430637, + -0.0014921992100757886, + -0.0014882068440511976, + -0.0014866389133330593, + 0.0014766961344658436, + -0.0014758655283309968, + 0.001475078827787009, + -0.0014741034429380235, + -0.0014709686110982566, + 0.0014528632654651492, + -0.00145145574540435, + 0.0014505247560005889, + 0.0014504934373411834, + -0.0014494760794215562, + 0.0014466483342745323, + 0.0014343625553555168, + -0.001431519444672398, + -0.0014302880533788112, + 0.0014298453174728357, + -0.0014277157349463724, + -0.001427179435950261, + 0.0014146731669109935, + 0.001413150002268803, + 0.0014082260947396172, + -0.001402810045644689, + -0.0013995990380596224, + -0.001392242867923963, + -0.0013897407523439974, + -0.0013840708708339738, + 0.0013729551056048995, + 0.0013725773133089832, + -0.001361924977891905, + 0.0013615309718412866, + 0.0013492487064234923, + 0.0013479134299855281, + -0.0013427459516533416, + -0.0013426371045951405, + 0.0013388152280924333, + 0.0013330992284889215, + 0.0013327796849288266, + 0.001326781271012204, + 0.0013249575160704547, + 0.001322501800927231, + 0.001322483004451423, + 0.0013214626360639932, + 0.0013172806950349416, + 0.0013164875702570231, + -0.001316233760148958, + -0.0013114527387416484, + -0.0013080231436561165, + -0.0013051931583120697, + -0.001302495161190563, + 0.001287466588836687, + -0.0012823554496784657, + -0.001275619280116339, + 0.0012691037545679098, + 0.0012663558527369655, + -0.0012600898644844808, + -0.0012600690359034989, + 0.001259165496098963, + 0.0012580230370960507, + 0.0012453133841333005, + 0.0012331671430155313, + 0.0012325173349500178, + 0.0012324031195240582, + 0.0012214309361059767, + -0.0012212412695452371, + -0.0012203436695976228, + 0.0012201780715288555, + 0.0012187030102310391, + -0.0012182801188403698, + -0.0012050243116796834, + -0.0011915720142220384, + 0.0011798798862536228, + -0.0011776533883508353, + -0.0011728245380683586, + -0.001171793397232791, + 0.001168632812635609, + 0.0011622587678187064, + 0.0011569348594550825, + 0.0011567594177810515, + 0.0011535177255635883, + 0.0011482075953850178, + -0.0011471461564338484, + -0.0011466137923804266, + -0.0011460147211573893, + 0.0011445878282797912, + -0.0011377170375822365, + 0.0011376351665131812, + -0.001136694446343925, + -0.001135840399759829, + -0.0011357963637468418, + -0.0011292806058065985, + -0.0011266739694667798, + -0.0011162716032019186, + 0.0011126388261629885, + 0.0011032610142949109, + -0.0011003912147127346, + 0.0011000087964736333, + -0.0010998076029935576, + -0.0010953703207922938, + 0.0010899035070891358, + 0.0010834901017057333, + -0.001081634294673416, + 0.0010784279506649039, + -0.0010754852494683437, + 0.001075096490796544, + 0.0010725656494278094, + 0.0010720626711117178, + -0.0010579271703406144, + 0.0010525986106469404, + 0.00104846501342189, + -0.00103692041792739, + 0.001036734712927386, + 0.0010263919737056465, + 0.001025798440507481, + 0.0010247729538911828, + 0.0010244262457808513, + 0.0010193150045279863, + -0.0010183273184846446, + 0.0010182069811852704, + -0.0010137249554365469, + -0.001008528132570247, + -0.00100694407680567, + -0.0010020535010489082, + -0.000991102994351093, + -0.0009903592013201807, + -0.0009882687341264424, + -0.000985630955761651, + -0.0009782544910354584, + 0.000973146130918274, + -0.0009660767395244957, + 0.0009605065552630099, + 0.000951304995196691, + 0.0009500115433722277, + -0.0009460750627782157, + 0.0009453104757795229, + -0.0009452215956780493, + 0.000935345172640091, + -0.0009308195290281039, + 0.000929795334986224, + -0.0009215590433346874, + 0.00091963755346282, + 0.0009088782395415249, + -0.0009078255520489993, + 0.0009041179999926439, + 0.0009030936582158172, + 0.0008994110193844971, + -0.0008930527167061923, + -0.0008915302584886107, + -0.0008761222945091982, + 0.0008748831808161418, + -0.0008745829218955089, + 0.000874442865142096, + -0.000871484577952195, + 0.0008642284467386121, + 0.0008604066278894358, + -0.0008460111860453159, + -0.0008449375756724115, + -0.0008427842778206198, + -0.0008426477493092125, + 0.0008311856446867108, + 0.0008235609162943132, + 0.0008209455527983796, + -0.000819491210090967, + 0.0008192969630966923, + 0.0008118401753838101, + 0.0008070276766234114, + -0.0008067933036414233, + 0.0008054116351929305, + -0.0008028817990876213, + 0.0008011932080552939, + -0.000796637477451492, + -0.00079472019994728, + 0.0007932201708841932, + 0.0007895432408303782, + 0.0007879809345717145, + 0.0007874454899135122, + -0.0007837917442988461, + 0.0007795173202531163, + 0.0007787554565611188, + 0.0007658987196960888, + 0.0007628502170640763, + 0.0007571317144469357, + 0.0007555985202002912, + -0.0007542864782549484, + -0.0007518481986446795, + 0.0007443083045785518, + 0.0007443071567431294, + 0.0007429659245526685, + -0.0007405109511634849, + 0.0007383595301575927, + 0.0007378201698625798, + 0.000732805398856676, + 0.000727064152725216, + -0.0007256148875625392, + 0.0007250418582805005, + -0.0007213933446510674, + 0.0007195671842206173, + 0.0007194555600823819, + 0.0007155962112133432, + -0.0007146113292507737, + -0.0007136991880373051, + -0.0007098814958726354, + 0.0007024541314345345, + 0.00070149941554882, + -0.0007004334868760852, + 0.0006954989617892568, + -0.0006951165587791711, + 0.0006942752776437815, + 0.0006905585132834191, + 0.0006849888801746466, + 0.0006839383717395506, + -0.0006834060450641729, + 0.0006819559399045296, + 0.0006814804483017665, + 0.0006786629198731265, + -0.0006781840158660089, + -0.0006775894585172383, + 0.0006730774034204062, + 0.0006617751786826585, + 0.0006614874617665095, + 0.0006572176491744094, + 0.0006530893045665709, + -0.0006500327655798511, + 0.0006480691860039233, + 0.0006399274996048735, + 0.0006392728033150054, + 0.0006382135097190591, + -0.0006360331207478005, + -0.0006359886156929658, + -0.0006298995352569222, + 0.0006269343522153167, + -0.000624731934633998, + -0.0006160534456617677, + 0.0006143356817152771, + 0.000608337766974395, + -0.0006049494681085897, + -0.0006026677235142292, + 0.0006005935035001014, + -0.0005957362787244853, + 0.0005939212169541413, + 0.0005908526802352829, + -0.0005868619654504014, + 0.0005863805923092977, + 0.0005861484016748759, + 0.0005846184620253231, + 0.0005843861327631086, + -0.0005818747981128244, + 0.0005818657813137013, + 0.0005816673681193567, + -0.0005811815344604702, + 0.0005715531278392458, + -0.0005678427733745962, + -0.0005677886942981926, + 0.0005644151894199731, + -0.000560159509750977, + 0.0005598987359727048, + 0.0005587309187103215, + 0.0005558115890340504, + -0.0005464553068003782, + 0.0005404370492340292, + -0.0005369378709125722, + -0.0005347505884379073, + 0.0005339399952652804, + 0.0005317111091184499, + 0.0005287240356689372, + 0.000524993469892966, + 0.0005244528359806412, + 0.0005209670269875087, + 0.0005209245747256244, + -0.0005173065643846013, + 0.0005157235957810472, + -0.0005155301957717086, + -0.0005152456001665381, + -0.000515037937026742, + -0.0005136178336523013, + -0.0005106475334969862, + -0.0005098709186322865, + 0.0005062905193024979, + -0.0005056787532684929, + -0.0005052348614662543, + 0.0004993546786471464, + -0.0004958085934353306, + 0.0004957264118566649, + -0.0004947304123130386, + -0.0004945652847392925, + 0.0004899285909134264, + -0.0004892164633760222, + -0.0004890727453551367, + -0.0004806939283058056, + 0.00047962202365482915, + 0.00047926612733737854, + -0.000478731632900379, + -0.0004771628692998028, + 0.00046721315917272536, + 0.0004666823261951626, + 0.00045638316595558547, + 0.0004514765596066982, + -0.00044923112222973075, + 0.0004464942490105608, + -0.00044646795213784224, + -0.00044449260047401697, + -0.0004432582751745135, + -0.00044169813974724966, + -0.0004413551468311221, + 0.0004395972884424581, + -0.0004378793392830534, + -0.00043773911192546383, + -0.0004354897708320839, + 0.00042685184354411077, + 0.00042530251172845406, + 0.00042166188580865336, + 0.00042099680338981407, + -0.0004205993063390023, + -0.00041890688158617833, + -0.0004157912713260804, + -0.0004148568556803881, + -0.0004138060673524071, + 0.0004131264155976798, + -0.00041272511648126026, + 0.0004045511054249518, + -0.0004020028785663442, + 0.0003978849473545823, + -0.0003935333524717561, + -0.00039207744072669614, + -0.000391504065160018, + -0.0003881703898321547, + -0.00038720590238939514, + -0.0003843931781817557, + 0.00038318941722433807, + 0.00037782877559691067, + -0.0003732000634266154, + 0.00037119149718816145, + -0.000369186563043374, + -0.00036847232764345594, + 0.0003676619367354683, + 0.00036450352613073546, + 0.00036378499787524703, + -0.00036305519653536897, + -0.00035536645374276756, + -0.0003539576765419529, + -0.00035167574637927276, + -0.0003481210119948687, + 0.00034603399393928525, + 0.0003457471934146903, + -0.00034526752923182466, + 0.0003364124344412504, + -0.00033492848787743644, + -0.00033147021732746705, + 0.0003299602561865253, + -0.0003288295595633485, + -0.0003281255792625319, + 0.0003274834894015899, + 0.000326239765738444, + -0.0003256066626393543, + 0.0003247169110213343, + -0.0003240049520482231, + 0.0003232642264912202, + -0.00032011845113640003, + 0.0003170598412859058, + 0.00030868203520326544, + 0.0003065862718905228, + 0.00030631577971679746, + 0.0003052724539773809, + -0.00030504877637512856, + -0.00030497357643703016, + -0.00030407581074821455, + 0.00030328347636025084, + 0.0003029034876006814, + 0.0003019717929561524, + 0.00030145312630121745, + -0.0002988970038264084, + 0.00029754838408352623, + 0.0002886850525088135, + -0.00028659548938828305, + -0.000283284007760816, + -0.0002822352187068586, + 0.00027801372666543054, + -0.0002765641047406819, + 0.0002756676903832556, + 0.0002751031295026354, + 0.00027128702650339143, + -0.00027023318696368096, + -0.0002701667261151533, + -0.0002696195309863285, + -0.00026820453648623653, + -0.00026738435671838304, + 0.00026522615917563597, + 0.0002631425113035982, + 0.00026202624446789433, + 0.00025910711742552054, + 0.00025756716441290516, + -0.00025720737682621223, + -0.0002566592753051218, + 0.00025651227416213356, + -0.0002541832425202395, + 0.00024961717235543005, + 0.0002493713589825766, + -0.0002492873738895254, + 0.00024393217810447448, + -0.00024353372578413257, + -0.0002432474863947869, + -0.00024231699846186558, + 0.00023730853821553313, + 0.00023686253482609222, + 0.00023619001716508758, + 0.000235932514721253, + -0.00023481638231504233, + -0.00023241317340516265, + -0.00023152552520488436, + 0.0002302366005997862, + -0.00022814394860272321, + 0.00022514626368330912, + 0.00022478093131840174, + 0.00022109146597401458, + 0.0002198308110772592, + -0.00021959782335451015, + -0.00021954096845257164, + 0.00021759312600492508, + 0.0002172480176686589, + 0.0002153349238689219, + 0.000215234296799014, + -0.00021499017003068937, + -0.0002127227131985593, + -0.00021079459387485716, + 0.0002081465056594441, + -0.0002065989203376513, + -0.00020476383164167916, + -0.00020134208208018078, + -0.00020033862314159387, + -0.00019911944941002955, + -0.00019536279279800712, + 0.00019386215851497227, + 0.00019331581250727137, + -0.00019319393389484154, + 0.000191213079528624, + -0.0001909691107849387, + 0.0001905701500186181, + 0.00019012408977832197, + 0.00018911639434958976, + 0.00018754110239851848, + 0.0001857219809610477, + -0.00018457400850247952, + 0.00018315614966397478, + 0.0001829479706579103, + 0.0001814752727471345, + -0.00017966202126019478, + 0.00017922818761132077, + -0.00017806075592378867, + 0.0001775877257051527, + -0.0001761395731890577, + -0.00017603791130037005, + -0.00017565588088702027, + -0.00017565109897760487, + 0.0001748004296748636, + -0.00017373868941480917, + 0.000172792718765034, + 0.00017236766556843588, + -0.00017176440725666034, + 0.0001706488271322005, + -0.00016889786049060563, + 0.00016885013557624385, + 0.00016817628163833182, + 0.000168150132974543, + 0.00016793170532313517, + -0.00016639291731657165, + -0.0001650680811921792, + -0.00016388025141681915, + -0.00016294513545802948, + 0.00016268095458010808, + 0.00015964317532447147, + 0.00015549924171967796, + 0.0001544138552759667, + 0.00015339120792598338, + 0.00015294603571957494, + -0.0001520942448414977, + -0.0001483323760563224, + -0.00014663351337891782, + -0.00014661028373218665, + 0.0001451254488205677, + 0.000144750864263532, + -0.00014357198888222732, + -0.00014341045894588855, + 0.00014304702069736563, + 0.00014211720010674837, + 0.0001407205410712491, + 0.00014026509045771232, + -0.00013999344488922462, + -0.00013838882598866644, + 0.00013834989622431163, + -0.00013688853387025065, + 0.00013564292422599391, + -0.00013522405420887256, + -0.00013491915572621106, + 0.00013466245606079516, + -0.00013303153352787808, + -0.00013170452037293957, + -0.00013164803430885626, + 0.00013155591809125794, + 0.00013061027218608319, + 0.0001296923462928311, + -0.0001262600977754888, + 0.0001250601254806885, + 0.00012496305436490718, + -0.0001242226666313189, + -0.00012250244727641613, + 0.00012055762721472539, + -0.0001201775715536855, + 0.00011795553531942645, + 0.00011727011345230835, + -0.00011708048388892304, + 0.0001156847689929079, + -0.00011549915287478266, + 0.00011476416153442099, + 0.00011458572397028218, + 0.00011446069573192437, + 0.00011384143452703353, + 0.00011310582240041887, + 0.00011253054409458813, + -0.0001104195072264352, + -0.00010982155976535537, + -0.00010863392770172286, + -0.00010722184288838579, + -0.00010644149204168565, + -0.00010581862616554637, + 0.00010281338515379715, + -0.00010205068604352486, + -0.00010078972196944922, + 0.00010038594146803054, + 0.00010002045132365337, + 9.991247974608807e-05, + 9.970860854284447e-05, + -9.914339449217556e-05, + -9.739294031974463e-05, + 9.639706655982204e-05, + 9.55512952584784e-05, + 9.411093755157996e-05, + -9.409244722704528e-05, + 9.212800328328025e-05, + 9.150095465175184e-05, + 9.121908615450796e-05, + -9.087869388232225e-05, + 8.839949981740507e-05, + 8.809430350384192e-05, + -8.60382290258535e-05, + 8.321618696640916e-05, + -8.206795362432874e-05, + -7.916113246252106e-05, + -7.884056636201044e-05, + 7.640065263142548e-05, + -7.248194880130746e-05, + -7.171225332045188e-05, + 7.127861599553e-05, + -7.056590088988906e-05, + 6.812865310412088e-05, + 6.796999314790938e-05, + -6.631256359946184e-05, + -6.327383371012432e-05, + 6.160243264732348e-05, + -6.150326946855012e-05, + 5.674607654532116e-05, + 5.623892902920086e-05, + 5.611220876109526e-05, + 5.5843777765106666e-05, + -5.512727082520297e-05, + 5.50435745264697e-05, + 5.464287894134674e-05, + -5.438397776852413e-05, + -5.434454613671664e-05, + 5.41222757402734e-05, + -5.388541282506173e-05, + 5.374078895131496e-05, + 5.148623890182305e-05, + -5.127656628362223e-05, + -5.110435729307791e-05, + 5.096392418166969e-05, + 5.009586444075764e-05, + 4.971684484721503e-05, + 4.9531918475024786e-05, + -4.734192338734796e-05, + 4.725322199647582e-05, + 4.6945292948925675e-05, + 4.6297339284316524e-05, + 4.5116821204031696e-05, + 4.50670761796482e-05, + -4.46374846037913e-05, + 4.399850198565547e-05, + -4.3705898655587244e-05, + -4.361131956565784e-05, + 4.3188183168948705e-05, + -4.210317255458468e-05, + 4.191793760991513e-05, + -4.0961643004924834e-05, + 4.08957300212716e-05, + -4.0866839380068115e-05, + -4.050521559349352e-05, + -4.0111762837332056e-05, + 3.9886321878751026e-05, + -3.9845526372478836e-05, + 3.9564496175422684e-05, + 3.944478216009891e-05, + 3.8902347719441315e-05, + 3.8363376359833515e-05, + 3.761540982327715e-05, + -3.655460975004427e-05, + -3.606822453496839e-05, + 3.572921475865794e-05, + 3.559855087535421e-05, + 3.484816961723702e-05, + -3.47768755396892e-05, + 3.4616713924193474e-05, + -3.356553519238605e-05, + 3.256818315528979e-05, + -3.230635642001647e-05, + 3.202778826000489e-05, + -2.969695787773913e-05, + -2.9221792505575094e-05, + 2.90318964864818e-05, + 2.8940483292739884e-05, + -2.8939529721543518e-05, + 2.89170119351651e-05, + -2.842357417817906e-05, + -2.756123331433974e-05, + 2.514300436915368e-05, + 2.494347441952156e-05, + 2.489066138698086e-05, + -2.474743748506868e-05, + 2.434123943920698e-05, + -2.3866477437942254e-05, + 2.3479904429579606e-05, + 2.335636951620127e-05, + 2.3322933126827836e-05, + 2.3319360079239498e-05, + -2.2481535688627317e-05, + -2.2469221419568974e-05, + 2.2088933840320823e-05, + 2.0526535031222708e-05, + -2.0485838581684227e-05, + 2.033933991676707e-05, + 1.943462374298705e-05, + 1.933612629038008e-05, + -1.9000381198120745e-05, + -1.856639705674582e-05, + 1.8146554338615577e-05, + 1.6900190639191408e-05, + 1.5882256237712195e-05, + -1.5687019773755608e-05, + -1.5654569565044586e-05, + 1.5507185779717753e-05, + -1.5453699794137808e-05, + 1.538231349755151e-05, + 1.3590872844724842e-05, + 1.3436846553203664e-05, + 1.2968156167255634e-05, + -1.2694481152437634e-05, + 1.241063951805563e-05, + 1.2311204225280651e-05, + -1.152743425943758e-05, + 1.1079435725478488e-05, + 1.0212526458561105e-05, + 8.855855421224209e-06, + -8.854907764778928e-06, + 8.697184237514791e-06, + -8.420694383290683e-06, + 8.324237669054412e-06, + -7.917372406989617e-06, + 7.879487734563237e-06, + 7.687176929218275e-06, + -7.602374799126426e-06, + -7.566272442465212e-06, + 7.497332930184663e-06, + -6.085876569519438e-06, + 5.735722180706768e-06, + 5.6925477883594e-06, + -5.538985507712047e-06, + 4.916188915651751e-06, + 4.856462150169864e-06, + 4.557177122698543e-06, + 4.493173984119682e-06, + -4.308759748898156e-06, + 4.2584566063870164e-06, + 4.208680618977387e-06, + 4.106295473950797e-06, + -3.3638768869084487e-06, + 2.8912161726336075e-06, + -2.8223058985067257e-06, + 2.5895258596628027e-06, + -2.443560414228644e-06, + -2.1525372512357537e-06, + 2.121291276423593e-06, + -1.9892359691909766e-06, + -1.9686166888175287e-06, + -1.8048042638222074e-06, + 1.7951403053230977e-06, + 1.7949576784909985e-06, + 1.7880925059773444e-06, + 1.7016759586560073e-06, + 1.5426988558009368e-06, + 1.5228437750141056e-06, + 1.429773371095335e-06, + 1.332110310575625e-06, + 1.321860932035543e-06, + 1.2532160202194978e-06, + -8.939751929662749e-07, + 8.936984166060183e-07, + -8.807556546753605e-07, + 8.217250026019533e-07, + -7.775748912434995e-07, + 6.098376391842807e-07, + -5.773715665057586e-07, + -4.3818942555611367e-07, + -3.209681488775245e-07, + 3.0026449550055154e-07, + 2.685837982968628e-07, + -1.9923162821463952e-07, + 1.547540966078236e-07, + 8.83768226005513e-08, + 4.2992483554165096e-08, + -3.6062561109750515e-08, + 1.901466397463545e-08 + ], + "Absolute Coefficient": [ + 0.04213021694955793, + 0.035283877055466824, + 0.032653340481447676, + 0.03248740878559447, + 0.03219389809072836, + 0.02780733011598569, + 0.027273264710781578, + 0.02641960138103927, + 0.026235093785122267, + 0.026216313362797363, + 0.025991238526647222, + 0.024953881268130376, + 0.024765839273298333, + 0.024540483924343853, + 0.024512916736310512, + 0.023719760791708188, + 0.0236217750188267, + 0.02346254193772117, + 0.023335500536908194, + 0.022878919818654968, + 0.022709839019164423, + 0.022567885417170547, + 0.022492369397799458, + 0.022428563971452625, + 0.02229994407167105, + 0.02193154415652036, + 0.021904241210008783, + 0.02153755061521627, + 0.020856147409451187, + 0.020471404384056775, + 0.020013688247784857, + 0.018988174109325105, + 0.018946640019766182, + 0.01876430174374364, + 0.018661606156993565, + 0.018491279147748084, + 0.01835231858787763, + 0.01823157439892745, + 0.01799320399849772, + 0.01757847395486173, + 0.017455537001271153, + 0.01743977237821235, + 0.017370268769781885, + 0.01727932682950727, + 0.01720464694793834, + 0.016583506987959695, + 0.015935071663140024, + 0.015924571769476214, + 0.01571547731287665, + 0.01541042739304427, + 0.015385490006921052, + 0.015208565339001785, + 0.015153865400162524, + 0.014890932572109904, + 0.014828990457235822, + 0.01474333731861144, + 0.014258496209024597, + 0.01419037306898781, + 0.014167959652721829, + 0.013933707424267347, + 0.013835014968176103, + 0.013789602294293647, + 0.013656885579488704, + 0.013514877908409356, + 0.013357624264346146, + 0.013235733244858038, + 0.013124435359621595, + 0.01308794941705808, + 0.013003887260637304, + 0.012822627354951448, + 0.012702981692248557, + 0.012551186196355736, + 0.012531303217035803, + 0.01244439328068994, + 0.0123497928413773, + 0.012279838175118228, + 0.012226199559737017, + 0.012060188352365765, + 0.011827111635010048, + 0.011748246349454735, + 0.011735488235120262, + 0.011705206307196379, + 0.011661069482503011, + 0.011600061009419314, + 0.011571831031379497, + 0.011532833683045318, + 0.011106858269948136, + 0.011023952248528972, + 0.011001454486659781, + 0.010870693094994745, + 0.010820855605621344, + 0.010759876226335506, + 0.010687333249744435, + 0.010679605220468536, + 0.01062326243826349, + 0.01049977324276165, + 0.010420397268723647, + 0.010419302885091977, + 0.010395292776349702, + 0.01037131974510024, + 0.010259328565860665, + 0.010125092702392069, + 0.010111534409829889, + 0.010077223599806777, + 0.009920807876978539, + 0.009738742164103465, + 0.009582023387452072, + 0.009567111743170932, + 0.009555860248230078, + 0.009540673464559465, + 0.00952250808008875, + 0.009512117686770643, + 0.00950973673548652, + 0.009500588104353247, + 0.009437778152742613, + 0.00937370444907311, + 0.00927593132539879, + 0.009241892783862973, + 0.009229268551490631, + 0.009213008385678803, + 0.00918157939709867, + 0.009130214992117606, + 0.009068726112869381, + 0.009039630987183205, + 0.008958096905789643, + 0.008837038306119814, + 0.008834373066511123, + 0.008739625416746128, + 0.008696829345622563, + 0.008671322023854478, + 0.008594980121932197, + 0.008586182807132362, + 0.008472023340404493, + 0.008465666549563506, + 0.008435236979972054, + 0.008400368176708355, + 0.008378138439916498, + 0.008311388945074414, + 0.008260316456040808, + 0.008253558608116484, + 0.008242706202903752, + 0.008068430920978411, + 0.007981731758856062, + 0.007975390913941605, + 0.007952901590482942, + 0.007902804018712094, + 0.00786889699962604, + 0.007840922372758996, + 0.007778409259291471, + 0.007773114404098819, + 0.007767363231581358, + 0.00770431336190921, + 0.007582250779264136, + 0.007564203687628605, + 0.0075558344705240164, + 0.007482508751635258, + 0.007475332324206717, + 0.007474847782089086, + 0.007412676651509781, + 0.007365405736986317, + 0.007282849190423547, + 0.007244839976066053, + 0.007219818701887433, + 0.007184110701559835, + 0.007161303040293447, + 0.007151003934046904, + 0.007083758925690584, + 0.007071610201393681, + 0.006988257215493037, + 0.006918932026953609, + 0.006902548297249985, + 0.006880883551263789, + 0.006823121893450951, + 0.006823077910513411, + 0.0067274420864722115, + 0.006705332350293356, + 0.006697822043591856, + 0.0066791463547066976, + 0.006607339830779416, + 0.006569832012749964, + 0.006546386198431802, + 0.006480884860351535, + 0.00647033393612548, + 0.006343662460257961, + 0.00634292702656311, + 0.006300030119745829, + 0.0062916656176301745, + 0.006239204987796013, + 0.006165875988083881, + 0.006155722430843911, + 0.006090745789593399, + 0.006051487341726756, + 0.006037336621460037, + 0.006020851110334022, + 0.006017227040748352, + 0.0059845241685011685, + 0.005975418552340163, + 0.00596999349610154, + 0.005956911503170484, + 0.005905379211929677, + 0.005904838677899705, + 0.005884787607685914, + 0.005882801971530478, + 0.005867924513112717, + 0.005855428572860561, + 0.005844300628352542, + 0.005841305277749748, + 0.005832549616866933, + 0.005813153072912875, + 0.005757719505473984, + 0.005746929888387881, + 0.005680388056453516, + 0.005672359270162892, + 0.005612674031848027, + 0.00560276487159729, + 0.005551848047175724, + 0.005540508929183788, + 0.005503269302853334, + 0.00548996574551686, + 0.005468755472352589, + 0.005463333411656512, + 0.005429212858771252, + 0.005420359850883456, + 0.005348147303414077, + 0.005202282403152169, + 0.005198236938333435, + 0.005171400963017935, + 0.005147643819403165, + 0.005122345081314068, + 0.005118836857549997, + 0.005025105620819143, + 0.005006887254340646, + 0.004962060555856129, + 0.004921328705714666, + 0.00490855445865542, + 0.004875627791760846, + 0.004845673325710663, + 0.004744289547684944, + 0.004720396753251593, + 0.004716173833794716, + 0.004684191631831933, + 0.004655705626184205, + 0.004643979145124898, + 0.004637888321045406, + 0.004619552373871726, + 0.004605318943185401, + 0.00457913320071938, + 0.004555829744198266, + 0.004522682164408637, + 0.004513437448724891, + 0.004507421908680566, + 0.004505982461365959, + 0.004468719293085048, + 0.004467844097462765, + 0.004459666115130051, + 0.00441883129947053, + 0.004405646631735163, + 0.0044030534984016, + 0.004400025260354332, + 0.004373000731326424, + 0.004362846531735997, + 0.004343384170692609, + 0.0043396169769423796, + 0.004338208935199691, + 0.004324639681193612, + 0.0042931772755052285, + 0.0042907225218189295, + 0.004283188614567919, + 0.004257790226141184, + 0.004240813584105159, + 0.00416713873137874, + 0.004158051355283569, + 0.004155792460485786, + 0.004154391220897912, + 0.00414331118391861, + 0.0041424637675746044, + 0.0041336296897560906, + 0.00412587957662497, + 0.004116476018041032, + 0.0041109468935820615, + 0.00410727106906673, + 0.004105442807414297, + 0.004093788175104727, + 0.004089034067990716, + 0.004057543156774333, + 0.004026530502131136, + 0.004010982328217005, + 0.003983930034484103, + 0.00397199026205816, + 0.003957122552555761, + 0.003953025842098212, + 0.003936421263374344, + 0.003919332255716886, + 0.003897103285261725, + 0.003872548847603624, + 0.003865396368945957, + 0.003845830772987665, + 0.0038406026919325033, + 0.0038195292824463475, + 0.0038140288593483188, + 0.0038109895878603987, + 0.0038028476203820047, + 0.003794847403520776, + 0.00379106784629131, + 0.003785028959461766, + 0.0037830367902494653, + 0.0037400340656736798, + 0.0037187664113858035, + 0.003705143564740506, + 0.0036976629645489385, + 0.0036954909100213877, + 0.003689519843518639, + 0.003651505398014162, + 0.003643505109857717, + 0.00360580042190522, + 0.003602434589333906, + 0.0035989049681585533, + 0.0035933399403245093, + 0.0035915626494995552, + 0.003577109724837645, + 0.0035767981383207047, + 0.0035570507957810235, + 0.0035518740493129804, + 0.0035293557469848126, + 0.0035259593735803307, + 0.003525536034441089, + 0.0035055099707227227, + 0.0034979891507738135, + 0.003462678588220225, + 0.0034456713189014955, + 0.0034437904616257693, + 0.0034416975389402094, + 0.0034400200062626894, + 0.0034256660538149347, + 0.0034218433045065198, + 0.003407090313024006, + 0.0033964943958055514, + 0.0033778677300566854, + 0.0033760480007961192, + 0.003337814213554398, + 0.0033339946647732988, + 0.003305155951518067, + 0.0033019998838091516, + 0.0033015073581890426, + 0.0032967258492502273, + 0.003236235038321045, + 0.0032312808475185857, + 0.003230831506831439, + 0.0032135839592771953, + 0.0032050534541178135, + 0.003204470692115586, + 0.0031907636982151416, + 0.003182801543509382, + 0.0031784404563342246, + 0.0031767416118067414, + 0.0031705074679844376, + 0.003155229487929096, + 0.0031433774980743267, + 0.0031394424839175277, + 0.003132008634444722, + 0.0031245515133798904, + 0.003104111513060033, + 0.003094290025203862, + 0.003093521871277036, + 0.0030880346834322803, + 0.003086219698412181, + 0.0030855437287645583, + 0.0030780877618456926, + 0.003053356800933944, + 0.0030523325450624475, + 0.0030432676865321247, + 0.003034147380175156, + 0.0030331159855850874, + 0.002992928065016493, + 0.002985167689584022, + 0.002980229026858846, + 0.0029769086832916215, + 0.002975868140220406, + 0.0029660567329976226, + 0.0029651479125899424, + 0.0029608436050187906, + 0.002960125416400116, + 0.002958662496944351, + 0.00295322485605166, + 0.0029492305751980673, + 0.0029324975375648525, + 0.0029261802536975283, + 0.0029240927675528417, + 0.0029187778442489334, + 0.0029136536707348617, + 0.0029081143453122335, + 0.002900916430052464, + 0.0028581272297129286, + 0.00284451426957503, + 0.0028437124424705506, + 0.0028281279516170973, + 0.002790336061723438, + 0.0027852516769055454, + 0.0027765519748171024, + 0.0027407337411591245, + 0.002736433688291704, + 0.0027346471489760973, + 0.002723606479943156, + 0.0027176645668236053, + 0.0026711968574472974, + 0.002639321063421422, + 0.0026243432604470167, + 0.0026192746229972623, + 0.0026047837937326203, + 0.0026025998452913084, + 0.002601358227140802, + 0.0025794344439803467, + 0.002555087214886508, + 0.0025279002829637852, + 0.002507958308138427, + 0.0025000867428158513, + 0.0024923338447849744, + 0.0024809449425413493, + 0.002461939849648902, + 0.002458352810825661, + 0.002443090142996876, + 0.0024321761130480183, + 0.0024316117666553744, + 0.0024272404717179635, + 0.002423406010312448, + 0.0024004984669476425, + 0.0024001681896825564, + 0.002380080009976853, + 0.0023719597112124642, + 0.00235743560289195, + 0.0023518847430130906, + 0.0023503091545973805, + 0.0023484356695851146, + 0.002348313380490888, + 0.002330735982614, + 0.002322348794066801, + 0.002319304320704854, + 0.002311434376222261, + 0.002310915422534462, + 0.0023102356086738738, + 0.002295934251732711, + 0.00228361037536376, + 0.002280785097780558, + 0.0022769477921807126, + 0.0022625100963526916, + 0.0022436533461487407, + 0.0022423710350526964, + 0.0022185445152708276, + 0.0022114582005905922, + 0.002209042097657094, + 0.0021929232746854955, + 0.0021916620043900908, + 0.0021831679130033138, + 0.002174304115570814, + 0.0021636667294303437, + 0.0021579488788168975, + 0.0021564934485507133, + 0.0021491101864802697, + 0.0021375634038356644, + 0.002136333749264012, + 0.002120143561462361, + 0.0021172687668679613, + 0.002115138644002458, + 0.0021117608284028267, + 0.002092231566178008, + 0.0020775616676403596, + 0.0020431153690266095, + 0.0020412584410101375, + 0.002026740490357048, + 0.0020195504519840367, + 0.00201114020311852, + 0.0020086654007644526, + 0.0019920101709260843, + 0.0019656378945240353, + 0.001946219308594865, + 0.0019436125371851346, + 0.0019268733302056642, + 0.0019180251582096412, + 0.0019140032437663524, + 0.0019085667792646628, + 0.0018914956714863808, + 0.0018912510270053518, + 0.0018911303604911471, + 0.0018836121359597658, + 0.0018360028411275682, + 0.0018310096683164228, + 0.0018297419505088732, + 0.001821453178149501, + 0.0018157343193849257, + 0.0018145282731064057, + 0.0018141643044201996, + 0.0018050373056763304, + 0.0018040935049865527, + 0.0018000454557587711, + 0.001798696685282412, + 0.0017900542281063024, + 0.0017839834754644435, + 0.0017755865897520874, + 0.0017686039316570014, + 0.0017664049683342627, + 0.0017635560507976461, + 0.001752785620480533, + 0.0017509145933974153, + 0.0017503929024847598, + 0.0017430722492666098, + 0.0017346816369269106, + 0.001722578775381895, + 0.001719835476941586, + 0.0016962797812788565, + 0.0016918400093365931, + 0.0016889316545760113, + 0.0016888218415685064, + 0.0016790363047083823, + 0.001676998735300328, + 0.0016739400148678017, + 0.001673710312895608, + 0.0016667281580265588, + 0.0016625126028458148, + 0.001653512047625234, + 0.0016441138109110228, + 0.001638287153894904, + 0.0016330893801023655, + 0.0016218449665402906, + 0.001621119388290678, + 0.0016208937712602442, + 0.001619653018583222, + 0.001616357579125946, + 0.0016131588528043854, + 0.0016104801066376276, + 0.0015956568113563582, + 0.0015892083026704214, + 0.0015867674095152219, + 0.0015852638574288638, + 0.0015789480477929542, + 0.001576826225385436, + 0.0015746489374294556, + 0.0015741561089184495, + 0.0015728392670069792, + 0.0015542376307778113, + 0.0015364490148459793, + 0.0015181150601278328, + 0.0015123486972371347, + 0.0015120673506134657, + 0.001510254280555217, + 0.0015078189898321374, + 0.0014967832635430637, + 0.0014921992100757886, + 0.0014882068440511976, + 0.0014866389133330593, + 0.0014766961344658436, + 0.0014758655283309968, + 0.001475078827787009, + 0.0014741034429380235, + 0.0014709686110982566, + 0.0014528632654651492, + 0.00145145574540435, + 0.0014505247560005889, + 0.0014504934373411834, + 0.0014494760794215562, + 0.0014466483342745323, + 0.0014343625553555168, + 0.001431519444672398, + 0.0014302880533788112, + 0.0014298453174728357, + 0.0014277157349463724, + 0.001427179435950261, + 0.0014146731669109935, + 0.001413150002268803, + 0.0014082260947396172, + 0.001402810045644689, + 0.0013995990380596224, + 0.001392242867923963, + 0.0013897407523439974, + 0.0013840708708339738, + 0.0013729551056048995, + 0.0013725773133089832, + 0.001361924977891905, + 0.0013615309718412866, + 0.0013492487064234923, + 0.0013479134299855281, + 0.0013427459516533416, + 0.0013426371045951405, + 0.0013388152280924333, + 0.0013330992284889215, + 0.0013327796849288266, + 0.001326781271012204, + 0.0013249575160704547, + 0.001322501800927231, + 0.001322483004451423, + 0.0013214626360639932, + 0.0013172806950349416, + 0.0013164875702570231, + 0.001316233760148958, + 0.0013114527387416484, + 0.0013080231436561165, + 0.0013051931583120697, + 0.001302495161190563, + 0.001287466588836687, + 0.0012823554496784657, + 0.001275619280116339, + 0.0012691037545679098, + 0.0012663558527369655, + 0.0012600898644844808, + 0.0012600690359034989, + 0.001259165496098963, + 0.0012580230370960507, + 0.0012453133841333005, + 0.0012331671430155313, + 0.0012325173349500178, + 0.0012324031195240582, + 0.0012214309361059767, + 0.0012212412695452371, + 0.0012203436695976228, + 0.0012201780715288555, + 0.0012187030102310391, + 0.0012182801188403698, + 0.0012050243116796834, + 0.0011915720142220384, + 0.0011798798862536228, + 0.0011776533883508353, + 0.0011728245380683586, + 0.001171793397232791, + 0.001168632812635609, + 0.0011622587678187064, + 0.0011569348594550825, + 0.0011567594177810515, + 0.0011535177255635883, + 0.0011482075953850178, + 0.0011471461564338484, + 0.0011466137923804266, + 0.0011460147211573893, + 0.0011445878282797912, + 0.0011377170375822365, + 0.0011376351665131812, + 0.001136694446343925, + 0.001135840399759829, + 0.0011357963637468418, + 0.0011292806058065985, + 0.0011266739694667798, + 0.0011162716032019186, + 0.0011126388261629885, + 0.0011032610142949109, + 0.0011003912147127346, + 0.0011000087964736333, + 0.0010998076029935576, + 0.0010953703207922938, + 0.0010899035070891358, + 0.0010834901017057333, + 0.001081634294673416, + 0.0010784279506649039, + 0.0010754852494683437, + 0.001075096490796544, + 0.0010725656494278094, + 0.0010720626711117178, + 0.0010579271703406144, + 0.0010525986106469404, + 0.00104846501342189, + 0.00103692041792739, + 0.001036734712927386, + 0.0010263919737056465, + 0.001025798440507481, + 0.0010247729538911828, + 0.0010244262457808513, + 0.0010193150045279863, + 0.0010183273184846446, + 0.0010182069811852704, + 0.0010137249554365469, + 0.001008528132570247, + 0.00100694407680567, + 0.0010020535010489082, + 0.000991102994351093, + 0.0009903592013201807, + 0.0009882687341264424, + 0.000985630955761651, + 0.0009782544910354584, + 0.000973146130918274, + 0.0009660767395244957, + 0.0009605065552630099, + 0.000951304995196691, + 0.0009500115433722277, + 0.0009460750627782157, + 0.0009453104757795229, + 0.0009452215956780493, + 0.000935345172640091, + 0.0009308195290281039, + 0.000929795334986224, + 0.0009215590433346874, + 0.00091963755346282, + 0.0009088782395415249, + 0.0009078255520489993, + 0.0009041179999926439, + 0.0009030936582158172, + 0.0008994110193844971, + 0.0008930527167061923, + 0.0008915302584886107, + 0.0008761222945091982, + 0.0008748831808161418, + 0.0008745829218955089, + 0.000874442865142096, + 0.000871484577952195, + 0.0008642284467386121, + 0.0008604066278894358, + 0.0008460111860453159, + 0.0008449375756724115, + 0.0008427842778206198, + 0.0008426477493092125, + 0.0008311856446867108, + 0.0008235609162943132, + 0.0008209455527983796, + 0.000819491210090967, + 0.0008192969630966923, + 0.0008118401753838101, + 0.0008070276766234114, + 0.0008067933036414233, + 0.0008054116351929305, + 0.0008028817990876213, + 0.0008011932080552939, + 0.000796637477451492, + 0.00079472019994728, + 0.0007932201708841932, + 0.0007895432408303782, + 0.0007879809345717145, + 0.0007874454899135122, + 0.0007837917442988461, + 0.0007795173202531163, + 0.0007787554565611188, + 0.0007658987196960888, + 0.0007628502170640763, + 0.0007571317144469357, + 0.0007555985202002912, + 0.0007542864782549484, + 0.0007518481986446795, + 0.0007443083045785518, + 0.0007443071567431294, + 0.0007429659245526685, + 0.0007405109511634849, + 0.0007383595301575927, + 0.0007378201698625798, + 0.000732805398856676, + 0.000727064152725216, + 0.0007256148875625392, + 0.0007250418582805005, + 0.0007213933446510674, + 0.0007195671842206173, + 0.0007194555600823819, + 0.0007155962112133432, + 0.0007146113292507737, + 0.0007136991880373051, + 0.0007098814958726354, + 0.0007024541314345345, + 0.00070149941554882, + 0.0007004334868760852, + 0.0006954989617892568, + 0.0006951165587791711, + 0.0006942752776437815, + 0.0006905585132834191, + 0.0006849888801746466, + 0.0006839383717395506, + 0.0006834060450641729, + 0.0006819559399045296, + 0.0006814804483017665, + 0.0006786629198731265, + 0.0006781840158660089, + 0.0006775894585172383, + 0.0006730774034204062, + 0.0006617751786826585, + 0.0006614874617665095, + 0.0006572176491744094, + 0.0006530893045665709, + 0.0006500327655798511, + 0.0006480691860039233, + 0.0006399274996048735, + 0.0006392728033150054, + 0.0006382135097190591, + 0.0006360331207478005, + 0.0006359886156929658, + 0.0006298995352569222, + 0.0006269343522153167, + 0.000624731934633998, + 0.0006160534456617677, + 0.0006143356817152771, + 0.000608337766974395, + 0.0006049494681085897, + 0.0006026677235142292, + 0.0006005935035001014, + 0.0005957362787244853, + 0.0005939212169541413, + 0.0005908526802352829, + 0.0005868619654504014, + 0.0005863805923092977, + 0.0005861484016748759, + 0.0005846184620253231, + 0.0005843861327631086, + 0.0005818747981128244, + 0.0005818657813137013, + 0.0005816673681193567, + 0.0005811815344604702, + 0.0005715531278392458, + 0.0005678427733745962, + 0.0005677886942981926, + 0.0005644151894199731, + 0.000560159509750977, + 0.0005598987359727048, + 0.0005587309187103215, + 0.0005558115890340504, + 0.0005464553068003782, + 0.0005404370492340292, + 0.0005369378709125722, + 0.0005347505884379073, + 0.0005339399952652804, + 0.0005317111091184499, + 0.0005287240356689372, + 0.000524993469892966, + 0.0005244528359806412, + 0.0005209670269875087, + 0.0005209245747256244, + 0.0005173065643846013, + 0.0005157235957810472, + 0.0005155301957717086, + 0.0005152456001665381, + 0.000515037937026742, + 0.0005136178336523013, + 0.0005106475334969862, + 0.0005098709186322865, + 0.0005062905193024979, + 0.0005056787532684929, + 0.0005052348614662543, + 0.0004993546786471464, + 0.0004958085934353306, + 0.0004957264118566649, + 0.0004947304123130386, + 0.0004945652847392925, + 0.0004899285909134264, + 0.0004892164633760222, + 0.0004890727453551367, + 0.0004806939283058056, + 0.00047962202365482915, + 0.00047926612733737854, + 0.000478731632900379, + 0.0004771628692998028, + 0.00046721315917272536, + 0.0004666823261951626, + 0.00045638316595558547, + 0.0004514765596066982, + 0.00044923112222973075, + 0.0004464942490105608, + 0.00044646795213784224, + 0.00044449260047401697, + 0.0004432582751745135, + 0.00044169813974724966, + 0.0004413551468311221, + 0.0004395972884424581, + 0.0004378793392830534, + 0.00043773911192546383, + 0.0004354897708320839, + 0.00042685184354411077, + 0.00042530251172845406, + 0.00042166188580865336, + 0.00042099680338981407, + 0.0004205993063390023, + 0.00041890688158617833, + 0.0004157912713260804, + 0.0004148568556803881, + 0.0004138060673524071, + 0.0004131264155976798, + 0.00041272511648126026, + 0.0004045511054249518, + 0.0004020028785663442, + 0.0003978849473545823, + 0.0003935333524717561, + 0.00039207744072669614, + 0.000391504065160018, + 0.0003881703898321547, + 0.00038720590238939514, + 0.0003843931781817557, + 0.00038318941722433807, + 0.00037782877559691067, + 0.0003732000634266154, + 0.00037119149718816145, + 0.000369186563043374, + 0.00036847232764345594, + 0.0003676619367354683, + 0.00036450352613073546, + 0.00036378499787524703, + 0.00036305519653536897, + 0.00035536645374276756, + 0.0003539576765419529, + 0.00035167574637927276, + 0.0003481210119948687, + 0.00034603399393928525, + 0.0003457471934146903, + 0.00034526752923182466, + 0.0003364124344412504, + 0.00033492848787743644, + 0.00033147021732746705, + 0.0003299602561865253, + 0.0003288295595633485, + 0.0003281255792625319, + 0.0003274834894015899, + 0.000326239765738444, + 0.0003256066626393543, + 0.0003247169110213343, + 0.0003240049520482231, + 0.0003232642264912202, + 0.00032011845113640003, + 0.0003170598412859058, + 0.00030868203520326544, + 0.0003065862718905228, + 0.00030631577971679746, + 0.0003052724539773809, + 0.00030504877637512856, + 0.00030497357643703016, + 0.00030407581074821455, + 0.00030328347636025084, + 0.0003029034876006814, + 0.0003019717929561524, + 0.00030145312630121745, + 0.0002988970038264084, + 0.00029754838408352623, + 0.0002886850525088135, + 0.00028659548938828305, + 0.000283284007760816, + 0.0002822352187068586, + 0.00027801372666543054, + 0.0002765641047406819, + 0.0002756676903832556, + 0.0002751031295026354, + 0.00027128702650339143, + 0.00027023318696368096, + 0.0002701667261151533, + 0.0002696195309863285, + 0.00026820453648623653, + 0.00026738435671838304, + 0.00026522615917563597, + 0.0002631425113035982, + 0.00026202624446789433, + 0.00025910711742552054, + 0.00025756716441290516, + 0.00025720737682621223, + 0.0002566592753051218, + 0.00025651227416213356, + 0.0002541832425202395, + 0.00024961717235543005, + 0.0002493713589825766, + 0.0002492873738895254, + 0.00024393217810447448, + 0.00024353372578413257, + 0.0002432474863947869, + 0.00024231699846186558, + 0.00023730853821553313, + 0.00023686253482609222, + 0.00023619001716508758, + 0.000235932514721253, + 0.00023481638231504233, + 0.00023241317340516265, + 0.00023152552520488436, + 0.0002302366005997862, + 0.00022814394860272321, + 0.00022514626368330912, + 0.00022478093131840174, + 0.00022109146597401458, + 0.0002198308110772592, + 0.00021959782335451015, + 0.00021954096845257164, + 0.00021759312600492508, + 0.0002172480176686589, + 0.0002153349238689219, + 0.000215234296799014, + 0.00021499017003068937, + 0.0002127227131985593, + 0.00021079459387485716, + 0.0002081465056594441, + 0.0002065989203376513, + 0.00020476383164167916, + 0.00020134208208018078, + 0.00020033862314159387, + 0.00019911944941002955, + 0.00019536279279800712, + 0.00019386215851497227, + 0.00019331581250727137, + 0.00019319393389484154, + 0.000191213079528624, + 0.0001909691107849387, + 0.0001905701500186181, + 0.00019012408977832197, + 0.00018911639434958976, + 0.00018754110239851848, + 0.0001857219809610477, + 0.00018457400850247952, + 0.00018315614966397478, + 0.0001829479706579103, + 0.0001814752727471345, + 0.00017966202126019478, + 0.00017922818761132077, + 0.00017806075592378867, + 0.0001775877257051527, + 0.0001761395731890577, + 0.00017603791130037005, + 0.00017565588088702027, + 0.00017565109897760487, + 0.0001748004296748636, + 0.00017373868941480917, + 0.000172792718765034, + 0.00017236766556843588, + 0.00017176440725666034, + 0.0001706488271322005, + 0.00016889786049060563, + 0.00016885013557624385, + 0.00016817628163833182, + 0.000168150132974543, + 0.00016793170532313517, + 0.00016639291731657165, + 0.0001650680811921792, + 0.00016388025141681915, + 0.00016294513545802948, + 0.00016268095458010808, + 0.00015964317532447147, + 0.00015549924171967796, + 0.0001544138552759667, + 0.00015339120792598338, + 0.00015294603571957494, + 0.0001520942448414977, + 0.0001483323760563224, + 0.00014663351337891782, + 0.00014661028373218665, + 0.0001451254488205677, + 0.000144750864263532, + 0.00014357198888222732, + 0.00014341045894588855, + 0.00014304702069736563, + 0.00014211720010674837, + 0.0001407205410712491, + 0.00014026509045771232, + 0.00013999344488922462, + 0.00013838882598866644, + 0.00013834989622431163, + 0.00013688853387025065, + 0.00013564292422599391, + 0.00013522405420887256, + 0.00013491915572621106, + 0.00013466245606079516, + 0.00013303153352787808, + 0.00013170452037293957, + 0.00013164803430885626, + 0.00013155591809125794, + 0.00013061027218608319, + 0.0001296923462928311, + 0.0001262600977754888, + 0.0001250601254806885, + 0.00012496305436490718, + 0.0001242226666313189, + 0.00012250244727641613, + 0.00012055762721472539, + 0.0001201775715536855, + 0.00011795553531942645, + 0.00011727011345230835, + 0.00011708048388892304, + 0.0001156847689929079, + 0.00011549915287478266, + 0.00011476416153442099, + 0.00011458572397028218, + 0.00011446069573192437, + 0.00011384143452703353, + 0.00011310582240041887, + 0.00011253054409458813, + 0.0001104195072264352, + 0.00010982155976535537, + 0.00010863392770172286, + 0.00010722184288838579, + 0.00010644149204168565, + 0.00010581862616554637, + 0.00010281338515379715, + 0.00010205068604352486, + 0.00010078972196944922, + 0.00010038594146803054, + 0.00010002045132365337, + 9.991247974608807e-05, + 9.970860854284447e-05, + 9.914339449217556e-05, + 9.739294031974463e-05, + 9.639706655982204e-05, + 9.55512952584784e-05, + 9.411093755157996e-05, + 9.409244722704528e-05, + 9.212800328328025e-05, + 9.150095465175184e-05, + 9.121908615450796e-05, + 9.087869388232225e-05, + 8.839949981740507e-05, + 8.809430350384192e-05, + 8.60382290258535e-05, + 8.321618696640916e-05, + 8.206795362432874e-05, + 7.916113246252106e-05, + 7.884056636201044e-05, + 7.640065263142548e-05, + 7.248194880130746e-05, + 7.171225332045188e-05, + 7.127861599553e-05, + 7.056590088988906e-05, + 6.812865310412088e-05, + 6.796999314790938e-05, + 6.631256359946184e-05, + 6.327383371012432e-05, + 6.160243264732348e-05, + 6.150326946855012e-05, + 5.674607654532116e-05, + 5.623892902920086e-05, + 5.611220876109526e-05, + 5.5843777765106666e-05, + 5.512727082520297e-05, + 5.50435745264697e-05, + 5.464287894134674e-05, + 5.438397776852413e-05, + 5.434454613671664e-05, + 5.41222757402734e-05, + 5.388541282506173e-05, + 5.374078895131496e-05, + 5.148623890182305e-05, + 5.127656628362223e-05, + 5.110435729307791e-05, + 5.096392418166969e-05, + 5.009586444075764e-05, + 4.971684484721503e-05, + 4.9531918475024786e-05, + 4.734192338734796e-05, + 4.725322199647582e-05, + 4.6945292948925675e-05, + 4.6297339284316524e-05, + 4.5116821204031696e-05, + 4.50670761796482e-05, + 4.46374846037913e-05, + 4.399850198565547e-05, + 4.3705898655587244e-05, + 4.361131956565784e-05, + 4.3188183168948705e-05, + 4.210317255458468e-05, + 4.191793760991513e-05, + 4.0961643004924834e-05, + 4.08957300212716e-05, + 4.0866839380068115e-05, + 4.050521559349352e-05, + 4.0111762837332056e-05, + 3.9886321878751026e-05, + 3.9845526372478836e-05, + 3.9564496175422684e-05, + 3.944478216009891e-05, + 3.8902347719441315e-05, + 3.8363376359833515e-05, + 3.761540982327715e-05, + 3.655460975004427e-05, + 3.606822453496839e-05, + 3.572921475865794e-05, + 3.559855087535421e-05, + 3.484816961723702e-05, + 3.47768755396892e-05, + 3.4616713924193474e-05, + 3.356553519238605e-05, + 3.256818315528979e-05, + 3.230635642001647e-05, + 3.202778826000489e-05, + 2.969695787773913e-05, + 2.9221792505575094e-05, + 2.90318964864818e-05, + 2.8940483292739884e-05, + 2.8939529721543518e-05, + 2.89170119351651e-05, + 2.842357417817906e-05, + 2.756123331433974e-05, + 2.514300436915368e-05, + 2.494347441952156e-05, + 2.489066138698086e-05, + 2.474743748506868e-05, + 2.434123943920698e-05, + 2.3866477437942254e-05, + 2.3479904429579606e-05, + 2.335636951620127e-05, + 2.3322933126827836e-05, + 2.3319360079239498e-05, + 2.2481535688627317e-05, + 2.2469221419568974e-05, + 2.2088933840320823e-05, + 2.0526535031222708e-05, + 2.0485838581684227e-05, + 2.033933991676707e-05, + 1.943462374298705e-05, + 1.933612629038008e-05, + 1.9000381198120745e-05, + 1.856639705674582e-05, + 1.8146554338615577e-05, + 1.6900190639191408e-05, + 1.5882256237712195e-05, + 1.5687019773755608e-05, + 1.5654569565044586e-05, + 1.5507185779717753e-05, + 1.5453699794137808e-05, + 1.538231349755151e-05, + 1.3590872844724842e-05, + 1.3436846553203664e-05, + 1.2968156167255634e-05, + 1.2694481152437634e-05, + 1.241063951805563e-05, + 1.2311204225280651e-05, + 1.152743425943758e-05, + 1.1079435725478488e-05, + 1.0212526458561105e-05, + 8.855855421224209e-06, + 8.854907764778928e-06, + 8.697184237514791e-06, + 8.420694383290683e-06, + 8.324237669054412e-06, + 7.917372406989617e-06, + 7.879487734563237e-06, + 7.687176929218275e-06, + 7.602374799126426e-06, + 7.566272442465212e-06, + 7.497332930184663e-06, + 6.085876569519438e-06, + 5.735722180706768e-06, + 5.6925477883594e-06, + 5.538985507712047e-06, + 4.916188915651751e-06, + 4.856462150169864e-06, + 4.557177122698543e-06, + 4.493173984119682e-06, + 4.308759748898156e-06, + 4.2584566063870164e-06, + 4.208680618977387e-06, + 4.106295473950797e-06, + 3.3638768869084487e-06, + 2.8912161726336075e-06, + 2.8223058985067257e-06, + 2.5895258596628027e-06, + 2.443560414228644e-06, + 2.1525372512357537e-06, + 2.121291276423593e-06, + 1.9892359691909766e-06, + 1.9686166888175287e-06, + 1.8048042638222074e-06, + 1.7951403053230977e-06, + 1.7949576784909985e-06, + 1.7880925059773444e-06, + 1.7016759586560073e-06, + 1.5426988558009368e-06, + 1.5228437750141056e-06, + 1.429773371095335e-06, + 1.332110310575625e-06, + 1.321860932035543e-06, + 1.2532160202194978e-06, + 8.939751929662749e-07, + 8.936984166060183e-07, + 8.807556546753605e-07, + 8.217250026019533e-07, + 7.775748912434995e-07, + 6.098376391842807e-07, + 5.773715665057586e-07, + 4.3818942555611367e-07, + 3.209681488775245e-07, + 3.0026449550055154e-07, + 2.685837982968628e-07, + 1.9923162821463952e-07, + 1.547540966078236e-07, + 8.83768226005513e-08, + 4.2992483554165096e-08, + 3.6062561109750515e-08, + 1.901466397463545e-08 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 82.8, + "precision": 21.9047619047619, + "recall": 19.714285714285715, + "f1": 20.085470085470085 + }, + "selection": { + "precision": 0.5965154165152217, + "recall": 8.571428571428571, + "f1": 1.1153744189075048, + "jaccard": 0.5614948488885981 + } + } +} \ No newline at end of file diff --git a/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Schizophrenia.json b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Schizophrenia.json new file mode 100644 index 0000000000000000000000000000000000000000..86d1026eb15c1368af609b0df0829a8aeb53b34f --- /dev/null +++ b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Schizophrenia.json @@ -0,0 +1,3834 @@ +{ + "significant_genes": { + "Variable": [ + "AATF", + "AADAC", + "ACTMAP", + "ALPK2", + "A2M", + "ABCC6", + "ACSM5", + "ACADVL", + "ABCF2", + "AAMDC", + "ANKRD40", + "ABHD2", + "ACOT4", + "ADAMTS12", + "ABCE1", + "ACOT2", + "ART3", + "ACSM4", + "ACTN3", + "ALDH4A1", + "ABCB10", + "ACRV1", + "ABI3BP", + "ACAT2", + "ABCC10", + "ADGRG4", + "ALDH1L1", + "AASDHPPT", + "ABCB8", + "AGRP", + "ADGRE4P", + "ABCC13", + "AGR2", + "AFG1L", + "AHCYL2", + "ABLIM3", + "ABHD17B", + "AACS", + "ABCA8", + "ARHGAP24", + "ABHD13", + "ADAMTSL2", + "ADRA1A", + "ACSM2A", + "AK2", + "ADAMTSL5", + "ABCC8", + "ABCA6", + "ALDOB", + "ADCYAP1", + "AADACL3", + "ABCA12", + "ACO2", + "ABLIM2", + "ACTR10", + "ALKBH4", + "ADCY9", + "ADAM21P1", + "ACTRT1", + "ADAD1", + "AEN", + "AKAP7", + "ADAD2", + "BPIFA4P", + "ADAP2", + "ACTR2", + "ACTR5", + "ACSM3", + "ARL3", + "ABHD12", + "AFF2", + "ACBD6", + "ALDH1L2", + "ABCC9", + "ABHD1", + "ACOT1", + "AKAP1", + "APLP1", + "ALAD", + "AIRIM", + "ACKR1", + "ARHGAP22", + "ANGEL2", + "ABCC4", + "AGER", + "ASIP", + "ADH5", + "BBS5", + "ANKK1", + "ABHD5", + "ABI1", + "ALOX12P2", + "AOX1", + "ABCB5", + "APCS", + "ANKZF1", + "ARFRP1", + "AARS1", + "ABAT", + "APBA3", + "AADAT", + "ANK3", + "ALX1", + "ADAM21", + "ARSL", + "C1orf167", + "BMP5", + "ADCY1", + "A3GALT2", + "ARID1A", + "ADGRG6", + "ACKR3", + "ABHD17A", + "AFDN-DT", + "ABRAXAS1", + "AP4M1", + "ABCD1", + "ADIPOR1", + "ADGRD2", + "ABCA11P", + "AARSD1", + "C2", + "ADORA3", + "ARHGAP23", + "ADO", + "ALDH18A1", + "ACER1", + "ADGRF2P", + "ACMSD", + "AEBP1", + "APCDD1", + "ALCAM", + "ABCA10", + "ASXL1", + "ANO3", + "AKAP8", + "AP2S1", + "ALG9", + "AKR1B15", + "ABHD11", + "ADGRG2", + "ACTL10", + "AGAP7P", + "ACSL5", + "ABCF3", + "ADAM22", + "APLN", + "ABRA", + "ACACB", + "ANAPC15", + "ADAM5", + "ADK", + "ALG1L1P", + "APOBEC3H", + "ANGPT2", + "ALDH7A1", + "HMGB4", + "ABCB11", + "ACTR6", + "ABCB4", + "ACAP3", + "ACVR2A", + "AKR1C8", + "ADAMTS8", + "BHLHE22", + "ADGRF4", + "ATG10", + "ADAMTS16", + "ACTL7A", + "A1BG", + "ADIPOR2", + "ACVR1C", + "ANKAR", + "ANKFN1", + "ANKMY1", + "C3orf20", + "ADAMTSL4", + "ADAM32", + "ANO1", + "BANP", + "AP4B1", + "CETN3", + "ARHGEF19", + "CHRM1", + "ANKRD34A", + "ADCK5", + "ANAPC7", + "ASTE1", + "CA14", + "AZGP1", + "BAGE2", + "ACTBL2", + "CNPY1", + "CD109", + "ATXN1L", + "APEX2", + "ANKRD13C", + "ANO7", + "CLEC4GP1", + "AK3", + "AQP4", + "AIPL1", + "ADAMTSL1", + "CAND2", + "ARHGEF15", + "ACSM1", + "CTXN2", + "AMPH", + "ADORA1", + "CLLU1-AS1", + "ADGRB2", + "AMELX", + "AP4E1", + "CAPN11", + "C12orf43", + "AAAS", + "ANKRD31", + "ANKRA2", + "AURKC", + "ALDH16A1", + "ANKLE2", + "ADA", + "ARHGEF16", + "CCDC27", + "ABR", + "AHSP", + "ACTL6B", + "AP2A2", + "ABCB1", + "ACTC1", + "BDNF-AS", + "GARNL3", + "AFDN", + "AADACL4", + "AFAP1L1", + "CRTC3", + "DHX30", + "C1orf216", + "AGAP4", + "ANAPC2", + "COLEC10", + "AMER3", + "AAR2", + "AKAP14", + "ARLN", + "BDH2", + "ATF1", + "ASB12", + "ARHGAP10", + "AKR1A1", + "ARHGEF28", + "ARHGEF25", + "C3orf18", + "ANO2", + "ASPN", + "ABCC3", + "ADGRV1", + "ACSM2B", + "FAM225B", + "ATAD3B", + "AQP1", + "FUZ", + "CACNA2D1", + "BRWD1-AS2", + "CDH7", + "FAM90A13", + "ACOD1", + "ACYP2", + "AIG1", + "ABCC2", + "ALDH3A2", + "CHRDL2", + "ADARB1", + "ADTRP", + "APOLD1", + "ABCA3", + "A4GNT", + "ATRNL1", + "ACKR4", + "ACADL", + "DAZL", + "ADH4", + "BCAM", + "ATP10D", + "BRDT", + "BRI3BP", + "BAHCC1", + "ANKRD18A", + "AIF1", + "CDYL", + "ARMH4", + "MGAT5", + "BMP2KL", + "COL11A1", + "AMY2B", + "COQ3", + "BCL2L12", + "CATSPERE", + "CDKL3", + "AGBL2", + "ARHGAP32", + "CLEC4M", + "ATRX", + "AP5S1", + "AACSP1", + "CALR3", + "ASB18", + "ANKRD24", + "ACP5", + "BCO2", + "ABI3", + "ATAT1", + "AKAP6", + "ACSL3", + "CHRM4", + "ANKRD54", + "ABCA9", + "ALG6", + "AICDA", + "DAPL1", + "CGREF1", + "ADAMTS10", + "AKIRIN2", + "ATP6V1G3", + "CHDH", + "AMPD3", + "ACTN2", + "ADAM8", + "AHSG", + "BRS3", + "AAK1", + "ADGRE3", + "CLCN1", + "ALPL", + "ALYREF", + "C10orf55", + "AKIRIN1", + "DLST", + "CARNS1", + "CHST2", + "CBX8", + "ARID3C", + "ABO", + "BMERB1", + "ANKIB1", + "ATP6V1F", + "ADRB1", + "AAGAB", + "CLIP3", + "BPESC1", + "ADAM19", + "CASP9", + "C1orf53", + "CCAR2", + "ANKRD20A8P", + "ACTG1", + "SNORD113-5", + "DEFB103A", + "AWAT2", + "AMMECR1", + "ARMCX3", + "ABTB1", + "DAZ4", + "ASAH1", + "ASB16-AS1", + "ACP2", + "AVP", + "CARMIL1", + "CAPNS2", + "CACNA1A", + "BMAL2", + "SCTR", + "C1orf105", + "ACBD5", + "BOC", + "ADIG", + "BTNL2", + "ACLY", + "AGT", + "DUX3", + "CLSTN2", + "DHDH", + "ANXA9", + "AMHR2", + "ANLN", + "ANK1", + "BCAT1", + "AKR1C4", + "APOBEC3D", + "LOC654780", + "AXIN2", + "AMER2", + "ATF6B", + "DRAXIN", + "COL4A5", + "ACVR1B", + "ABCB9", + "CSNK1E", + "EDIL3", + "CRTC1", + "ATP12A", + "C7orf57", + "ADCY4", + "ANKRD20A2P", + "ARSB", + "AMDHD2", + "DTX1", + "PBX3", + "GLRA1", + "ATP13A2", + "LOC613038", + "ACOX3", + "ARL14", + "ABRAXAS2", + "TRIM42", + "BIRC2", + "KCNH5", + "ANAPC4", + "AGTR2", + "BAIAP2", + "BCL9L", + "ANKRD18B", + "ADAM7", + "ANXA2P1", + "ANOS1", + "ANP32A", + "ACR", + "CHD1L", + "CRTAP", + "C1QBP", + "BEND4", + "ADGRL1", + "C3AR1", + "ATXN2L", + "ANKUB1", + "BTBD16", + "CARD19", + "PAFAH1B3", + "ANKRD40CL", + "AGPAT3", + "C8orf58", + "FANCB", + "ARHGAP8", + "ASCC2", + "AP3D1", + "GDPD5", + "AP1S1", + "LILRA3", + "ASPSCR1", + "CLDN23", + "ABCA1", + "CENPL", + "CCDC83", + "APEH", + "BCHE", + "ARHGAP5", + "ARMCX5", + "E2F1", + "BMP3", + "CNR2", + "AGO2", + "ATP6V1B1", + "AMER1", + "APOH", + "CRLF1", + "ADAMTS4", + "ATP5MC3", + "COL15A1", + "C16orf87", + "ANXA8", + "ASPHD1", + "ANKS1B", + "C5", + "IQUB", + "ARRDC1-AS1", + "AASS", + "AKNA", + "TMEM52", + "IFITM5", + "FABP2", + "CLDN6", + "CDC14C", + "GINS2", + "CCNK", + "AGAP9", + "CCDC144A", + "APOC3", + "ANKRD27", + "FBXL2", + "ATP6V1G2", + "ALPK3", + "ABHD16B", + "CFAP53", + "CNTNAP1", + "BCAS4", + "BARHL2", + "PADI3", + "KCTD21", + "CNTN4", + "ATP5PF", + "MIR302B", + "C16orf78", + "ATP5PD", + "AMBN", + "ADAMTS1", + "BBIP1", + "IER5L", + "BOD1", + "CRYBB3", + "CACNA1H", + "C2CD4A", + "APOL6", + "CITED1", + "CBLL1", + "BMPER", + "CEACAM18", + "DSCAML1", + "RLBP1", + "AMELY", + "AMPD1", + "ATP5MK", + "ADAMDEC1", + "GCK", + "C2CD6", + "CATSPERD", + "ACYP1", + "NLRP3", + "APOBEC4", + "ARRB1", + "ANP32E", + "CACNA1F", + "CLDN3", + "CLTCL1", + "CPT1A", + "CDKN1B", + "EXD1", + "CLBA1", + "CLCNKA", + "ABCG4", + "FST", + "FRK", + "ACSS3", + "FGFR2", + "CHKB", + "ADORA2B", + "ANKS4B", + "ANKRD20A11P", + "AQP6", + "ARMC8", + "RASD2", + "DUOXA1", + "EDN3", + "CCDC191", + "CPNE9", + "ADGRA3", + "CLCA4", + "PRODH2", + "C10orf53", + "ALKBH5", + "CCDC42", + "ARR3", + "B3GNT3", + "CERS4", + "CCDC116", + "ANKRD20A1", + "ATE1", + "CHRNB2", + "CDRT4", + "CFAP20", + "CLDN1", + "L1CAM", + "AKR1C1", + "FAM120C", + "CLN8", + "BLOC1S2", + "CCNB3", + "CELP", + "ADGRA1", + "ACTL7B", + "PKD1L1-AS1", + "CELF6", + "ABCF1", + "RBFA", + "COL13A1", + "IL1RAPL2", + "ASB17", + "ADAM17", + "ADIPOQ", + "XKR7", + "CA5A", + "ABITRAM", + "EPS15L1", + "DPEP1", + "AGXT2", + "TACC2", + "ENPP6", + "ALDH3A1", + "FRAS1", + "CCNB2", + "HSD11B1", + "AP1M2", + "ASIC1", + "ADGRG1", + "CHRNA4", + "CBLN1", + "EPCIP", + "ACOT6", + "ABCD2", + "ANKS1A", + "CDRT15P1", + "ARPC5", + "ALDH9A1", + "AGAP6", + "ERICH4", + "DNAH5", + "ALMS1P1", + "CAVIN4", + "ACTA1", + "ATP5MF", + "KIAA1217", + "ARL13B", + "ARSJ", + "ANO9", + "DLX6-AS1", + "TSPAN15", + "ATOSB", + "FAM90A20", + "ADAMTS3", + "COL5A3", + "BLK", + "ACO1", + "EFNB1", + "DYNC2H1", + "ANKRD22", + "ACAP2", + "ANKRD35", + "NSMCE1", + "CPZ", + "CABIN1", + "ADAM15", + "AGAP11", + "CPE", + "ACTR3B", + "ALKBH7", + "MRGPRX1", + "C3orf33", + "CGB1", + "CD300E", + "AXIN1", + "ADA2", + "ALDH2", + "CBR1", + "RER1", + "CCDC152", + "CCDC71", + "CHSY1", + "HDGF", + "ADAMTS7", + "CACNG6", + "NPDC1", + "ADAMTS9", + "APMAP", + "AGPAT5", + "HRG", + "CORO1B", + "HPN", + "AGPAT4-IT1", + "ARHGEF7", + "C12orf50", + "ARHGAP31", + "ARID5B", + "NQO2", + "C1QA", + "B3GNT7", + "ELOA3BP", + "CSPG4", + "MIR629", + "CFAP298-TCP10L", + "INSM2", + "BIRC8", + "CCDC141", + "CHPF2", + "AVPR1A", + "CARMIL2", + "BNC2", + "CCL15", + "NUS1P3", + "HCRTR2", + "AP5M1", + "AMFR", + "CFAP141", + "ACOXL", + "ADHFE1", + "DEFB107B", + "DNAJC5B", + "EGFL8", + "C1S", + "ADAM18", + "LRP3", + "MYL10", + "BAGE", + "DISC1", + "CLEC11A", + "CCL7", + "CD33", + "IFNA5", + "ANKRD28", + "ADAM28", + "TMEM171", + "CAD", + "ANP32CP", + "ASIC5", + "CD101", + "AZU1", + "LOC647264", + "KCNH3", + "FTCD", + "BRD3OS", + "LIMA1", + "MIR141", + "FOXF2", + "AGPS", + "CD5L", + "KIAA1210", + "SNORD91B", + "CEMP1", + "BZW1", + "CCT4", + "AP1G1", + "BPY2", + "ADGRF1", + "CCR5", + "C20orf96", + "FAM90A16", + "CDK5RAP1", + "ASCL4", + "AGPAT4", + "GRAMD1B", + "ARL17A", + "FIGLA", + "FFAR4", + "AGBL3", + "ANXA10", + "AMH", + "HLA-C", + "ATN1", + "ASB3", + "CTSL3P", + "CPLX1", + "SNORD51", + "AKR1C6P", + "CMC2", + "ALG5", + "ARG2", + "CCDC13", + "CCDC144CP", + "H3C2", + "LOC727980", + "ADPRH", + "MCU", + "ZNF607", + "DRD3", + "CYP4Z2P", + "CHRDL1", + "C11orf40", + "GEMIN4", + "H2BW2", + "COG7", + "DBX2", + "FMN2", + "ATG2B", + "MRO", + "EPHA2", + "CSMD2", + "CD38", + "LOC729218", + "CHRNB1", + "ARL5C", + "AFM", + "HOXA11-AS", + "BBLN", + "ACTN4", + "ADRM1", + "MIR524", + "HENMT1", + "DZIP3", + "BTNL3", + "CHRM5", + "B3GAT2", + "CCDC146", + "AMMECR1L", + "DRGX", + "ASNSD1", + "NR2F2", + "KRTAP23-1", + "C11orf16", + "RAD54L", + "ABCG1", + "AASDH", + "RIMBP3C", + "GLDC", + "CLIP2", + "DBT", + "C2CD4D", + "BUD31", + "AKAP11", + "CSF1", + "AMTN", + "MVK", + "FAAP24", + "ASXL2", + "BST1", + "ACCSL", + "ISL2", + "DNAH17", + "ASB13", + "ARHGAP35", + "ADGRL3", + "SPIRE2", + "CSH1", + "AMN1", + "RCN3", + "DDN", + "ADGRD1", + "C15orf39", + "B4GALNT3", + "AGXT", + "COL26A1", + "DUX4L8", + "INO80C", + "CDC42EP2", + "AKT1S1", + "SPACA5", + "MIR602", + "AKR7L", + "ADAM12", + "CDH16", + "PDE6H", + "EHD3", + "ADCY2", + "DSCR9", + "BAD", + "ALKAL1", + "BRD1", + "CD4", + "CCNQP1", + "PPIL6", + "SSMEM1", + "COX11", + "CCHCR1", + "CLPSL2", + "ADCYAP1R1", + "CASP8", + "MAP1LC3C", + "HOXD10", + "MOCOS", + "CDH22", + "MPV17", + "HEBP1", + "CLHC1", + "HNF1B", + "CHAT", + "PBLD", + "COX5B", + "CDC42SE2", + "CEP72", + "TBPL2", + "ATP2B4", + "EPHX3", + "FYB2", + "GPR152", + "BAIAP2L1", + "PNKD", + "F10", + "THOC6", + "CRY2", + "EIF4ENIF1", + "HAS1", + "C1orf146", + "CSF3", + "C3orf38", + "LACC1", + "BPIFB4", + "APOB", + "MIR1915HG", + "ENTR1", + "APOE", + "LOC646804", + "MARK1", + "DEFB130A", + "FKSG49", + "ZNF843", + "GLI4", + "DDX43", + "MUC15", + "BMP1", + "EMID1", + "BGLAP", + "LOC100131496", + "B4GALNT4", + "GDF9", + "ATL3", + "TOP1MT", + "ANXA4", + "ACSS2", + "ARMS2", + "ATP6V0A1", + "C17orf50", + "APRT", + "ADCY7", + "CFHR1", + "DUSP22", + "CHFR", + "FAM187B", + "FAM120B", + "CDCP1", + "ATP10A", + "FAM87A", + "NXF4", + "EPHA1", + "DNHD1", + "ALS2CL", + "ANXA8L1", + "LCE4A", + "CD19", + "CENPM", + "ARAP2", + "MS4A10", + "NAV3", + "CDC40", + "DERPC", + "FZD2", + "MIR548Q", + "KCNQ2", + "CPXM2", + "CXADRP2", + "MAJIN", + "AK7", + "ANKRD2", + "ARL17B", + "ANKRD16", + "ADM", + "LRRC36", + "GPR83", + "BICDL2", + "DEFB131A", + "CDADC1", + "FKBPL", + "CHST1", + "OMD", + "TBX6", + "DANCR", + "ADNP2", + "WNT1", + "MIRLET7C", + "MIR609", + "BNIP1", + "ANKRD53", + "GRM4", + "CRCT1", + "ADRB3", + "CLCA3P", + "GATA1", + "LOC100130872", + "BLCAP", + "FAM170B", + "BAG3", + "CALML3", + "KIAA0319", + "SFMBT2", + "ACSS1", + "CASC2", + "CRISP3", + "INMT", + "CCDC148", + "CCK", + "CNTN3", + "OR1A1", + "OR8H1", + "TTC31", + "MIR620", + "ARMC7", + "ADH5P4", + "ABTB2", + "CD72", + "IL22", + "MEDAG", + "ADAMTS20", + "GABRB1", + "CD164L2", + "PKD2L2", + "MTSS2", + "ATP6V1E2", + "ARAP3", + "AGRN", + "CNTNAP2", + "DAAM1", + "MIR455", + "ARHGAP9", + "PPARA", + "COPB2", + "CTIF", + "CELF3", + "CD55", + "ERCC6", + "LIN54", + "C19orf67", + "BCAR4", + "MAGI2", + "CDCA2", + "PHLDB1", + "CCDC85B", + "TRPM4", + "CLK2", + "BLVRB", + "BMPR2", + "LOC151760", + "LAMTOR1", + "LY6G6D", + "LINC00696", + "C3orf70", + "CAMTA2", + "DNAI1", + "CLK2P1", + "ETV5", + "SVOP", + "DLX2", + "CREBL2", + "C17orf78", + "ARL8A", + "AHNAK", + "DNAH14", + "CAMSAP2", + "C1QTNF5", + "PNMA8A", + "CFC1B", + "APRG1", + "CIBAR1", + "OBSL1", + "AUNIP", + "FAM90A19", + "AEBP2", + "ADAMTS5", + "ALDH3B1", + "GAS1", + "LY9", + "LOC727884", + "ALKBH3", + "CDH12P2", + "SNORA25", + "RBP1", + "DRC12", + "BCO1", + "ARHGEF10", + "ECE2", + "AMZ1", + "LZTS1", + "CHRND", + "IRX5", + "RBMY1A1", + "ASCC1", + "ASTL", + "ANGPTL4", + "BPHL", + "RRH", + "EZH1", + "AKR7A2", + "KRT81", + "CLEC12B", + "LDLRAD3", + "ADGRG7", + "ACTRT3", + "ATP1A1-AS1", + "BARX2", + "LOC646665", + "MIR193B", + "GAD2", + "ACVR2B", + "ANGPTL1", + "LTC4S", + "BAGE3", + "ATP1B2", + "APH1A", + "C1GALT1", + "LAMB3", + "APEX1", + "C1orf116", + "ACTR1B", + "COL21A1", + "CALCR", + "FSCN2", + "AFMID", + "GSDMC", + "AGGF1", + "ASIC2", + "FAM210A", + "ABCA5", + "DHRS3", + "CCDC7", + "BEX4", + "C6orf52", + "AFAP1", + "NR0B2", + "CEP63", + "RENBP", + "ARMC3", + "LTB4R", + "JSRP1", + "MIR761", + "COL18A1-AS1", + "ARRDC5", + "CCT3", + "CCM2", + "CCNF", + "CTU1", + "ATP6V0B", + "DEFA6", + "MIR206", + "FBXW11", + "GNRHR2", + "CSPG5", + "MMP15", + "CFAP96", + "HLA-DOB", + "CECR2", + "RAG1", + "ADAMTSL3", + "CERS5", + "ARHGAP29", + "C12orf76", + "ADSS2", + "CSN3", + "EPAS1", + "PCDHGB8P", + "ANKS3", + "TP53BP2", + "CCDC144NL", + "ARHGAP19", + "ABHD10", + "PRSS37", + "RFPL3S", + "ARSK", + "ALOX5", + "BCL7B", + "DMP1", + "DEFB117", + "C19orf18", + "GREB1L", + "CADM2", + "GGT7", + "MAF", + "CA6", + "BAZ1B", + "CCP110", + "MFSD5", + "C1orf226", + "ACAD8", + "OSR2", + "LOC402279", + "AGAP10P", + "NWD2", + "CNTF", + "TTTY6", + "APOL2", + "PRPF38B", + "ACOT8", + "FGF17", + "LAMB2", + "KLK2", + "OR2T3", + "HCG27", + "CCL27", + "CCNG1", + "BTN3A3", + "CLIC4", + "BHLHE23", + "ARAP1", + "COMMD4", + "CYP11B2", + "ACTL6A", + "IL19", + "EME1", + "CD209", + "CCNE2", + "CAPN14", + "TEX15", + "CYP19A1", + "MIR494", + "ACTR3", + "RUBCNL", + "MYOG", + "CES5A", + "CA7", + "ADRA1B", + "FCHSD2", + "CBY2", + "CNTROB", + "CFHR2", + "PCDHGA4", + "C3", + "GRHL3", + "MECR", + "BOLA3", + "TMPRSS12", + "SH3RF3", + "GTF3C5", + "H2BC21", + "KCTD4", + "BDKRB2", + "CHD5", + "LOC728715", + "RNASE3", + "CDH18", + "KCNN2", + "GMDS", + "BATF", + "BAG6", + "CPA1", + "LOC653303", + "OVGP1", + "LRRC4B", + "MIR361", + "BPI", + "MIR512-2", + "CSNK1A1P1", + "OR4S2", + "DRD1", + "H4C4", + "DNAAF5", + "MIR568", + "ASMTL-AS1", + "EBF2", + "ART5", + "ACSL6", + "ANGPTL7", + "MIR7-3", + "COQ4", + "HKDC1", + "CXCR3", + "CCDC110", + "KANK1", + "GPR157", + "COL2A1", + "KRT18P17", + "GLYAT", + "BRMS1", + "CD180", + "CCDC25", + "ZNF585B", + "SMPDL3B", + "OR13C3", + "LGI1", + "IL6ST", + "HOXD11", + "NMRAL1", + "PPP5C", + "FILIP1", + "CUL3", + "KNCN", + "PGAM1", + "RNF185", + "GGA1", + "FSCN1", + "GCC2", + "MFSD2B", + "IL17F", + "HDHD3", + "KLK5", + "UBE2Q2P2", + "KRT18P28" + ], + "Coefficient": [ + 0.04505084071441031, + 0.03257437873347499, + 0.031306121730923515, + 0.0311737548585217, + 0.030057966926712348, + 0.02775563012109138, + -0.027505246511915143, + -0.026009472721057653, + 0.02599839975666038, + -0.025510698179062992, + 0.025046423277399817, + -0.02475195843902886, + -0.024732491560763254, + 0.024052612547827257, + 0.023702997013112164, + -0.02353435739424423, + 0.02338762723651164, + -0.023373003931335675, + 0.022818151713723634, + 0.02222672067838408, + -0.022226639958116006, + 0.02213956886939279, + 0.021740022520427376, + -0.021560580387192347, + 0.021018617692368614, + 0.02043858301145411, + -0.019870776485342478, + -0.019513672732676804, + -0.019341450212206877, + -0.01921034683248946, + 0.019046270600705767, + 0.01898066951211603, + 0.018977869318836802, + -0.018305666797968825, + 0.018116884744225622, + -0.018066479045816108, + -0.017916621008668705, + -0.01775828332082567, + -0.017494310649901777, + 0.017401912919033605, + -0.01716456558403976, + -0.017149532346800993, + -0.017145752849946, + 0.017145434278174422, + -0.016889635800572685, + -0.01672755078821696, + -0.016577826805140583, + 0.015997795462525118, + 0.015954128161182236, + -0.015659330769101844, + 0.0156538692051237, + -0.015502368832051009, + 0.015496679659531502, + -0.015125912214752252, + 0.014892608267581398, + -0.01473630263104451, + 0.01470100718777093, + -0.014640831372722552, + 0.014570775902808744, + 0.014476014955074128, + -0.014408508347557624, + -0.0142181435514351, + -0.013785009631706714, + 0.01342700827925309, + -0.01338798545476354, + 0.013150898520116262, + -0.01297679902620043, + -0.012963303697544039, + 0.012869159356011054, + -0.012695591445998976, + 0.012685771577195167, + 0.012573035982769876, + 0.012426287735067043, + 0.012272902629846481, + 0.012221599170172725, + -0.012205669361695513, + -0.012163353876112067, + -0.012156238497049526, + 0.01209667085129164, + 0.011860800079780092, + -0.011823153380492587, + 0.01167260716529773, + 0.011554483371045437, + 0.011466925440663345, + -0.011421881513327597, + -0.011269100163791285, + 0.011243879801556434, + 0.01116798105895438, + -0.011089769039384374, + 0.011043351737706023, + 0.011016429204295698, + 0.010955732236256111, + -0.010695430521289361, + 0.010588030595340496, + 0.010579153199732122, + 0.010471640220622459, + -0.010470565080449502, + 0.010415716944385851, + 0.010361262946016215, + 0.01025155121847066, + -0.0101691400778909, + 0.01003913562200585, + -0.010033659593125514, + -0.010022499307099392, + -0.010016881648894088, + 0.00988352695134547, + 0.009694718952588725, + -0.009693163379058244, + 0.00961158066259342, + 0.009567829084030411, + -0.009523888821295354, + 0.009481786209646039, + 0.009420421466504871, + 0.00937142143860105, + 0.009351600144430967, + -0.009348472811908657, + 0.009326244142156688, + 0.009257503758259024, + -0.009245715022661553, + 0.009240007700293752, + -0.009098509794389016, + -0.008994146347846146, + -0.008991534652635996, + 0.00897985998701716, + 0.00894353749016716, + -0.0088447662167872, + -0.00881381463384223, + -0.008766938353303989, + -0.00876251138129261, + 0.008762474807844254, + -0.008687700486180413, + 0.008587576432258161, + 0.008560533483134606, + 0.00853894943198333, + -0.008494788182734952, + 0.008492896731361095, + -0.008487807060279542, + -0.008484375885825785, + 0.008460583859847324, + 0.008455676057496366, + 0.008322166253653703, + 0.008257575598540663, + -0.008255544153841249, + -0.008252440886211205, + 0.00822302800799873, + 0.00817540189056798, + -0.008126479785381753, + 0.008116853515361844, + 0.008060568821925634, + 0.008041090093087797, + 0.008020645423329625, + -0.007981771833206797, + 0.007980537452560787, + -0.007895433873656483, + -0.007874183398389127, + 0.007867456190877324, + -0.007762476128072768, + -0.007727744414573693, + 0.007722528717098674, + -0.007706211028648151, + 0.0076577350310841385, + 0.007576345683387461, + -0.007527935097026188, + -0.007491786734132909, + -0.007408329034545776, + 0.007382665935563874, + -0.007174898605712018, + -0.007161856887641304, + -0.007159128010300294, + 0.007153332118860692, + 0.00704441535640018, + 0.007044229346240695, + -0.007041008545617117, + 0.007040541037252095, + -0.007009495904774124, + 0.00696556036577372, + -0.006740246504643421, + -0.006732398509636762, + 0.00669133774670785, + 0.006678407813351683, + 0.006624320245333864, + 0.006563493579163232, + 0.006502588157165639, + 0.006413664757800598, + -0.006365743898902582, + 0.006331223172515929, + -0.006298049754777243, + -0.006292445636806994, + -0.006235241188803728, + -0.006181251504017676, + 0.0061654779617277555, + 0.00616037427088614, + 0.006119582472746825, + -0.006098280202108053, + -0.006082835868800706, + -0.006068157166224989, + 0.006063720952392579, + 0.005989949674160703, + 0.005968979626729587, + 0.005966763217113568, + 0.005942057216201976, + 0.005926558450101338, + -0.0059261100447322934, + -0.005871909459218128, + -0.005866985439843983, + -0.005855905762370805, + 0.0058534019573056985, + -0.005849063989629559, + 0.005843741291920654, + 0.0058437032831428915, + 0.00580245950221289, + -0.005757833307869513, + 0.005710933495442548, + -0.005671698557339471, + -0.005600263007598827, + -0.005460938766251759, + 0.005372631221040797, + 0.005350818805204535, + -0.0053502603231129035, + -0.005323577853051143, + 0.005318238552171548, + 0.0052945839058181395, + -0.005285597359012336, + -0.005278291820372472, + -0.005267549603860531, + -0.005209357454945135, + -0.005024098623143237, + -0.005023630956529292, + -0.005020098051028685, + -0.004996796782779968, + -0.004988578080314947, + -0.004985489912639666, + 0.00494910441392249, + 0.0049321200730872445, + 0.004923122889192287, + -0.0049082147784056665, + 0.0049038457409912705, + 0.00490073458364791, + 0.004867458517233026, + -0.004867254752781195, + 0.004820274675809042, + 0.004805243639849976, + 0.0047903611363363215, + -0.004779968060987956, + -0.004765866005344479, + 0.004761735581306833, + 0.004747070157412067, + 0.004730657597770513, + -0.004681514821915313, + -0.004647296353661469, + 0.004578936337231545, + 0.00456985668665962, + 0.00454689353869324, + -0.004546022008656403, + -0.004490811924438334, + 0.004484328375563519, + 0.004474488942612982, + -0.004434859892547406, + -0.004432961260247601, + -0.004427813880724078, + 0.0043810231341028264, + -0.004380050243498036, + 0.004379312613678461, + 0.004375683207460569, + 0.004340663538907526, + -0.004320509037386677, + -0.0043158804315525665, + 0.004313180549288371, + 0.004309458552051654, + -0.004288345850928496, + -0.004284501309820514, + 0.004253922676840359, + 0.00425369445431976, + -0.004251141139411424, + 0.004249170736131529, + 0.004236754601429752, + -0.004203058697458243, + 0.004191641846160077, + -0.004190464468408495, + -0.004183245684335257, + 0.004179283116563309, + -0.004168990826360765, + 0.004123394684606301, + -0.004112824598464319, + -0.004110560840560821, + -0.004101862220316012, + -0.00404622891879639, + 0.004031156636380829, + 0.004001756996754741, + 0.003996306554531806, + -0.003982161741238059, + -0.003965014468682467, + -0.0039409400884234105, + -0.003939969281129104, + 0.003937783332302395, + -0.003922192637855068, + -0.003916001177350348, + -0.003907112287877084, + 0.003880612015004014, + 0.003879082844053981, + -0.003848014573587225, + -0.003847091850742049, + -0.003831721757023787, + 0.003821619577410735, + 0.003809319509391339, + 0.003807401235334237, + 0.0037926682106489253, + -0.0037747565894352634, + -0.0037586641245915026, + -0.0037465044147148227, + -0.0037150691322625213, + -0.003713583625873751, + -0.0036987692034702456, + -0.0036798862863956106, + 0.0036576488601541076, + 0.0036417059853377206, + 0.0036403008248029846, + 0.0036329853999365657, + 0.0036228251410159126, + 0.003621868947336149, + -0.0036217611868364767, + 0.0036174862838706436, + -0.003593397658061536, + 0.003586619852841431, + -0.003584556622140233, + 0.0035766458395936986, + 0.003560667278531421, + -0.003554709121057189, + -0.003509024743379728, + 0.003508411751674059, + -0.0034891537569056085, + 0.0034838653282985225, + 0.0034798557684071977, + -0.0034665631701538955, + 0.003453962502434773, + -0.003453253992135424, + 0.0034181907288175447, + 0.003416265907149688, + -0.0034012710274000757, + -0.003389985925893023, + -0.0033866268868184084, + -0.0033819792426019258, + -0.0033573159142980787, + -0.003350615067194768, + -0.0033403094459898116, + -0.0033161731639264214, + -0.0033047765300376632, + -0.0032807601785612025, + 0.0032728707192848567, + -0.003258081482567119, + -0.003256477276314392, + 0.003248990381818137, + 0.0032411272699584804, + -0.0032398327252979053, + -0.003237973077654244, + -0.003198469566334172, + -0.00317412778351379, + -0.003169546697127436, + -0.0031670972982270245, + -0.003151374241908581, + 0.003147560895343826, + 0.0031448490679857966, + 0.003142847589246632, + 0.003128160430642635, + -0.0031243089638141367, + 0.003122247862159847, + 0.0031182070439006505, + 0.003114557019170903, + 0.0031119467178746273, + -0.003100146610343085, + 0.003081213811116876, + 0.003077925736532065, + 0.0030749268538028418, + 0.003072047623247762, + 0.0030580645619192053, + -0.0030396502914354544, + -0.003001717080944872, + -0.0030001873199824044, + 0.002997360107338705, + -0.0029929221923908284, + 0.0029843894387792426, + -0.0029750303374347026, + 0.002970569508356579, + -0.002959148267512432, + -0.0029584405278427705, + 0.0029517515983858308, + -0.00291593272338138, + -0.002915219957895041, + -0.002910746528322527, + -0.0028790141411274375, + -0.0028595572406442805, + -0.0028552778148966305, + 0.002854836843051722, + -0.002842120520796973, + 0.0028362425053728426, + 0.002804768027147616, + 0.002788107103748941, + -0.0027701715811208104, + -0.0027528109292024473, + 0.002751187236566803, + -0.0027342543065677727, + 0.0027225320465382964, + -0.0027127046448320456, + 0.0026916108626845975, + 0.0026842870966357294, + 0.002684039637392963, + -0.002682427970945666, + -0.002678001932893604, + 0.0026779665173121505, + -0.002659779816860273, + 0.0026554768119162178, + -0.002653113345587773, + 0.002652325453379233, + -0.0026408935698416488, + -0.002630954209358766, + 0.002619089181699911, + 0.0025909049823359355, + 0.002572533796985172, + 0.0025650990458518986, + -0.00255499053741508, + -0.002552809176058571, + 0.00254672072900964, + -0.002542420675947527, + -0.002533751989344197, + -0.00253368050025506, + 0.002533548080396098, + 0.0025163776648761973, + 0.0025153391151809396, + -0.0025125584377907045, + -0.002478453722149445, + -0.002473752741665323, + 0.0024677969310925737, + 0.0024467413734013906, + -0.0024414626527185694, + 0.0024183123470209525, + 0.002385708245459795, + 0.00237985580640293, + 0.0023707622159792026, + -0.002350967951435161, + -0.002340946298216104, + 0.0023080349048319364, + -0.0022972550123717037, + 0.00229658851543898, + -0.00229385847445149, + 0.0022870254994490683, + -0.0022523992540977446, + -0.0022302788576620053, + -0.0022267897412616795, + 0.0022062762450927678, + -0.0022045071193080683, + -0.002199620776083991, + -0.0021993566660637527, + 0.0021970669333379093, + 0.0021938995097350203, + -0.002188499423655927, + 0.0021877275520427297, + -0.0021850621590102383, + 0.0021841725919454556, + 0.002166022640155633, + 0.0021644231071411865, + 0.0021636819269201407, + -0.0021516316153858306, + -0.002141819808520471, + -0.0021284683984832443, + -0.002125061967413207, + 0.002114079310097326, + -0.0021121412490840608, + 0.002095632703034148, + -0.002073231059769881, + -0.002068767796905528, + 0.0020680305701869044, + 0.002065824566809689, + 0.0020644236577221347, + -0.0020635126420491035, + 0.00206282699647364, + -0.002044879157587895, + 0.0020440470399549233, + 0.0020404886594376933, + -0.00203467865524877, + -0.002034625178447182, + -0.002012073607256753, + -0.0020064571715915263, + 0.001998071918845212, + -0.001990493362559339, + 0.001977813639959922, + 0.0019774511762357914, + -0.001970225259863305, + -0.0019578656033514288, + 0.0019559618829081424, + -0.0019532667207253994, + 0.0019509706445387169, + 0.0019497210889271538, + 0.0019399786500618992, + -0.0019395302437086553, + 0.0019335355150277022, + 0.0019311034737331714, + 0.0019302574570238273, + -0.001927872286721593, + 0.0019256686427650445, + -0.001903224709459248, + 0.0018805903418174072, + 0.0018761733857972592, + -0.0018725938583867535, + 0.00187238755404075, + -0.0018664567399619913, + -0.0018609519076292118, + 0.0018288947361184758, + -0.0018191253499077078, + -0.0018033112529437791, + 0.0017959479911980152, + 0.0017941935724887334, + -0.0017918284669007614, + -0.0017857265924629009, + 0.0017821938059027344, + 0.0017793375395603786, + -0.0017789728421897858, + 0.0017756035122762622, + 0.0017600847365574024, + 0.0017595093039852556, + 0.0017428516767907776, + 0.0017406553932892076, + -0.0017406169865835284, + -0.001724121770342453, + -0.0017180397759668546, + -0.0017161701929241332, + 0.0016931427733605303, + -0.0016855197681613192, + 0.0016697942546065085, + 0.0016687554685005067, + 0.0016674450230828863, + 0.0016617369574629267, + -0.0016595608885789134, + -0.001647357790426909, + 0.0016457462471254135, + 0.0016434925220609844, + -0.0016368660291411162, + -0.0016341658403950616, + -0.0016317380070678563, + -0.0016264424384249902, + -0.0016245733152622317, + 0.0016045872315465699, + 0.001600436029261647, + -0.0015952558335836052, + 0.0015898867810708935, + 0.0015874481697826428, + -0.0015846963256657622, + 0.0015764099303453042, + 0.0015689592631216774, + -0.0015628079922278314, + 0.0015626679554157285, + 0.0015570541885876951, + -0.0015469157983386275, + -0.0015378792699753912, + -0.0015352354529849122, + -0.00153154193992631, + -0.0015306905783137284, + -0.0015277826039609202, + 0.0015143436800228898, + 0.0015069883547932077, + -0.0015004518628391975, + 0.0014946918260339793, + -0.0014910712420023444, + 0.0014705386664406782, + 0.001457129249228622, + 0.0014560538814426436, + -0.001454660149702358, + 0.0014525381282716957, + 0.0014518148729027215, + 0.0014384085182998967, + -0.0014220952215784177, + 0.0014071931664387928, + -0.0014066780892666051, + -0.0013987662696480713, + 0.0013901089577560036, + 0.0013698369344688976, + -0.0013600062202454432, + 0.0013511291519555178, + 0.001345499542461923, + 0.0013395771330356311, + -0.0013394121864095567, + 0.0013393461282455673, + -0.0013353564076698696, + -0.0013326030793862733, + -0.0013271185659814138, + 0.0013223691785783855, + -0.0013202522693690404, + 0.0013074838208647, + 0.001302562095674524, + 0.0012921510976558175, + 0.0012905055990107886, + 0.0012879509610992388, + -0.0012846739452603234, + -0.0012796234765575594, + -0.0012792023435607039, + -0.0012693879122964834, + 0.001268321825722361, + 0.0012611773749495107, + -0.0012470130170047964, + -0.0012460562954609124, + -0.0012425940497707063, + -0.0012377615235262182, + 0.0012349573338306232, + -0.0012065801849562542, + -0.0012012458442066491, + -0.0011934131141598866, + -0.0011929918630400739, + 0.001187145620126531, + -0.001185024114333725, + 0.0011829773758210242, + 0.001177650245359055, + 0.001174764562445273, + 0.0011623510254737837, + 0.0011623041914147418, + -0.0011554315589988279, + -0.001153368194356801, + 0.0011457551058992445, + 0.0011455954394117129, + 0.0011384156629515563, + 0.001131200018660899, + 0.0011300533486101056, + -0.0011236207408655777, + 0.0011160688602597079, + -0.0011160110412409246, + -0.0011082729895338333, + 0.0011080615704743284, + 0.0010993949480815905, + 0.0010969003391634576, + -0.0010904950309535244, + -0.0010891083031582653, + 0.0010851397381318282, + 0.00107625304148355, + 0.0010749190467116085, + -0.0010724520830244866, + -0.001069143471262138, + -0.00106750029442998, + -0.001067288053814611, + 0.001066666653290187, + -0.0010638268743560582, + 0.0010635931388047943, + -0.0010624089456423983, + -0.001055451680419382, + -0.0010539640245813364, + 0.0010522973444079201, + -0.001048554519492771, + 0.0010392779027351589, + 0.0010304733626146938, + -0.0010198038801495233, + -0.0010189542949001083, + -0.001014069767907273, + -0.0010072301482434932, + -0.0010067235103404005, + -0.0010044326823292304, + -0.0010044039834912935, + -0.0010019926153776964, + 0.001001036396200239, + -0.0009870978623824451, + 0.000985085322432323, + -0.0009848989345348715, + 0.000981074607137479, + -0.000978514478849072, + -0.0009732166783523863, + -0.0009648004046510612, + -0.0009639407464535269, + 0.0009616688550022705, + 0.0009595507997519391, + 0.000958219750328239, + 0.0009568281067505237, + 0.0009502918129092526, + 0.0009463500599316735, + -0.0009449666121289375, + -0.000943656630354721, + -0.0009435595371117074, + -0.0009407943849657175, + 0.0009334039479231061, + 0.0009275214195670029, + -0.0009270361370816287, + -0.0009258251180519101, + -0.000924062818222554, + 0.0008970550620971035, + 0.0008958374886776814, + 0.0008922528200269472, + 0.0008888095168460471, + -0.0008852844810685902, + -0.000883969464090599, + 0.0008809480158771066, + -0.0008771252442655048, + 0.0008763720198237926, + -0.0008753749380862525, + 0.0008691884198203854, + -0.0008685899383486685, + -0.0008682448893475563, + 0.0008658948551261857, + -0.000865375131161527, + -0.0008584686541445841, + -0.0008517806964837151, + -0.0008490474784695036, + -0.0008403868399679447, + -0.0008394739535227823, + -0.0008304819080230044, + -0.0008299431730828806, + 0.0008278682096773027, + -0.0008243467505287116, + 0.0008232967464582555, + 0.0008219511277516626, + -0.0008172133071736604, + -0.0008152329450666359, + -0.0008120851840083309, + 0.0008101741516493867, + 0.0008078762764622133, + 0.0007996720390630543, + 0.0007976233984369624, + -0.00079754043534146, + 0.0007972065912263059, + -0.0007954812855223262, + 0.000792896518909222, + 0.0007829736686857557, + 0.000779834336573085, + -0.0007791832093282918, + 0.0007778446270781396, + -0.0007773893595031463, + 0.0007771456881248879, + -0.000772530333608628, + 0.0007700201220456404, + 0.0007683756491623592, + -0.0007670471867035791, + -0.0007662249136490476, + -0.0007643012869992071, + 0.000763900784808674, + -0.0007557065351878699, + 0.0007548602375487137, + 0.0007507133901802228, + -0.0007433376091818249, + -0.0007421573895958726, + 0.0007416105822948475, + 0.0007352804965376516, + 0.000725005702191504, + 0.000723170171812873, + 0.0007218519841814516, + 0.0007158670055658165, + 0.0007145787646898767, + -0.0007133931265993854, + 0.0007106685767751954, + -0.0007090209477211935, + 0.0007079572016455667, + -0.00069890593025146, + 0.0006962368030686086, + -0.0006928605561055723, + 0.0006849544557354312, + 0.0006829606393134624, + -0.0006826004368789641, + -0.0006783638917126917, + -0.0006748241228103982, + -0.0006718209282115216, + 0.0006643028321154978, + 0.0006579395827430705, + 0.0006528261684049534, + 0.0006479437763581295, + 0.0006469758195393633, + -0.0006462696212996919, + 0.0006344777291886283, + 0.0006342284297386983, + 0.0006324316796772699, + 0.0006297513608855097, + 0.0006281862465762096, + -0.0006198813790599439, + 0.0006175644985709819, + -0.0006150586700889925, + 0.000610202276691547, + 0.0006017718882614609, + -0.0006012739582129276, + -0.0006004678029667897, + 0.0005982398003464613, + -0.0005951715277443688, + -0.0005911373552572184, + -0.000588804515645882, + -0.0005847545000800628, + -0.000582195675422115, + -0.0005771039996569238, + 0.0005748534869798317, + 0.0005731083201997028, + 0.000572384843567523, + -0.0005717490713175865, + 0.0005677549570568966, + -0.0005664221122443804, + 0.000562032757549577, + -0.0005620047097532214, + -0.0005595345938273873, + -0.0005556193230029316, + -0.0005486564457439833, + 0.0005483135704450864, + 0.0005481248839465612, + -0.000547970619269329, + 0.0005443086780456853, + 0.000537711614598705, + 0.0005364620404537962, + 0.0005336808613857284, + 0.00053030509586054, + -0.0005302606901440006, + -0.0005299637689826422, + -0.0005295027477381664, + -0.0005244318785428825, + 0.0005242999788112163, + -0.0005119123649276447, + 0.0005106290537303792, + 0.0005075593253655778, + 0.0005040779268982901, + 0.0004966613394351445, + -0.000495072876565419, + 0.0004943537509762298, + 0.0004902844293992824, + 0.0004897092542257253, + -0.0004891973908683533, + 0.0004875025315305239, + 0.0004841380206780115, + -0.00048314071385138194, + 0.00048287299744656536, + -0.00048130533003760284, + -0.00048035309442716307, + 0.0004792987680177111, + -0.0004758099181339959, + 0.0004746422123674033, + 0.0004730792228553954, + 0.0004709718513311804, + -0.00046627774350050804, + 0.00046595547732693844, + 0.0004632187852457627, + -0.00045958081714035767, + -0.0004595291515904823, + -0.0004584176054864897, + 0.00045746227551404285, + 0.00045727418906515576, + -0.00045620023534217156, + -0.0004542206758493742, + -0.00045222546373800834, + 0.0004488602937136571, + -0.0004461684263304004, + -0.00044203393762225164, + -0.00043898747871917455, + 0.0004383699763639405, + 0.0004362970863372918, + -0.0004351549674953199, + 0.0004311457797281992, + 0.0004306730349651691, + 0.00043001188749136875, + -0.0004286362916824565, + 0.0004258402883463411, + 0.00042490572066951934, + -0.00042424792292164367, + 0.00042330675799286073, + -0.0004220356236681365, + -0.00042166007160105606, + 0.000420058981166783, + 0.000417157053269329, + 0.00041423422116272814, + -0.0004131985325026529, + 0.0004090788545100203, + 0.00040720202700114335, + -0.00040562817645911907, + 0.0004038896602239358, + 0.0004005744090910015, + 0.00039957291602770703, + -0.0003975311161006966, + 0.0003939911652908671, + 0.0003939115364183687, + 0.00039174134846206983, + 0.000390973444924736, + -0.0003882160869044095, + 0.00038452267608826566, + 0.000383295865382205, + -0.0003774174538660613, + 0.0003769245230545463, + -0.00037561979379991355, + 0.00037452950650974866, + -0.0003731226754234874, + 0.0003713848096575672, + 0.00036857109143198665, + -0.00036798119063980735, + 0.00036796047277940847, + 0.0003672870971148812, + -0.0003636558681091049, + -0.0003628999847108474, + -0.0003613200921031555, + -0.00035795853355168175, + -0.0003574027445110006, + -0.0003568723543447868, + 0.00035551952789819434, + -0.00034613603040080707, + 0.0003396445157206909, + 0.0003380894361674755, + -0.0003380535913974058, + 0.00033804892301809406, + -0.00033779443456579794, + -0.00033612202230253266, + 0.00033380567968892266, + 0.0003336564618217103, + -0.0003273706852783169, + 0.0003248868538403079, + 0.0003211101310892256, + 0.0003207723183761579, + 0.0003197201438605494, + 0.0003183475842178106, + -0.00031727070219855747, + -0.00030663704716473784, + -0.00030633448178952094, + 0.0003042272457821356, + -0.0003042233984885613, + 0.0003032368764441876, + 0.0003029545200631672, + 0.00029526606055782853, + -0.00029514742666509274, + 0.0002950379752675457, + 0.00028943930095733447, + 0.0002880941491915218, + -0.00028712042843198664, + 0.00028514788761080395, + 0.00028440711656327604, + -0.000283148195728776, + -0.00028215896093995263, + -0.00027815750231094074, + 0.00027656445284629044, + 0.00027568502324021744, + 0.000275675876924436, + 0.0002755191561124845, + 0.00027430746617911604, + 0.0002677544424336703, + -0.00026763331543225077, + -0.00026756803500527086, + -0.0002673745347362044, + 0.0002646233388640403, + 0.00026067253982419006, + -0.0002606163695740793, + 0.00026019065067834415, + -0.00025968410072136125, + 0.00025918613058970334, + 0.00025764959147219353, + 0.00025728068250446335, + 0.00025512881085733427, + -0.0002544682257241939, + -0.0002521099813909555, + 0.00025198359983682, + 0.00025180253647518575, + -0.00025096859004238356, + 0.00025069806397725393, + 0.0002501060902541803, + 0.0002499340543000552, + 0.0002479446087643917, + 0.0002477352162021519, + 0.00024749336666593464, + 0.00024474564036143585, + 0.0002442483769662411, + 0.0002412894304650087, + 0.00024124340664232247, + 0.000240143768421427, + -0.0002383770827845496, + 0.00023611359220967483, + 0.000233017514660438, + -0.00022706718975160607, + -0.00022573790781230192, + 0.0002240052250620633, + 0.00022331374837322824, + -0.00022176234561956242, + -0.00022084402562761506, + -0.0002182687550102075, + -0.0002148114975551593, + 0.00021263131681266501, + -0.00021257536975394413, + -0.0002121281475811502, + 0.00021201319953183126, + 0.0002108423510307258, + 0.0002067769059375299, + 0.00020512304248357312, + -0.00020497389637100182, + 0.00020497010853243587, + 0.0002032935132931379, + 0.0002009673361150506, + 0.00019996175008797743, + -0.00019939217961328811, + 0.00019850901919703026, + -0.00019286700925713005, + 0.00019127804869202545, + 0.00018954927175032906, + 0.00018910917521096422, + 0.00018815781211086623, + 0.00018788602023253403, + 0.00018285792151217123, + -0.00017785986739756503, + 0.00017733215313883605, + -0.00017621501779395914, + 0.00017539562603307153, + 0.0001745302494150239, + -0.00017437034006612223, + 0.0001730742380657235, + -0.00017195470636778085, + 0.00017041174703393743, + -0.00016753586921742304, + -0.0001660333529055894, + 0.00016390557994648647, + -0.0001622351532213517, + 0.00016071811901194756, + 0.00016017469623994088, + -0.00015624218517574115, + 0.00015514775524895402, + -0.0001522941525659436, + -0.0001514747221551136, + 0.00015058848643779578, + 0.00015049959182707843, + -0.0001489162509078728, + 0.00014700368165912968, + -0.0001407476394645535, + -0.00013950086087918928, + 0.0001372723712855398, + -0.00013567568559526774, + 0.00013458457114855408, + 0.0001319661786083411, + -0.0001310930379458719, + -0.00013109104197005862, + 0.0001307356276506048, + 0.00012869180427363172, + -0.0001276759484225344, + -0.00012713696916514944, + -0.00012692011734204424, + 0.00012629918966838564, + -0.00012293049633743216, + 0.00011735729771851252, + -0.00011734729329070677, + -0.00011681723707555646, + -0.00011535392470423902, + 0.00011457163169557504, + -0.00011450911188755483, + -0.00011409590794629711, + 0.00011407526316884469, + -0.00011396332695711429, + 0.00011355674541639516, + 0.00011222764610837396, + 0.00011168829655393118, + -0.00011165973718674194, + 0.00011052646727120313, + -0.00010977738728373018, + -0.0001089793143023977, + -0.00010602582759636065, + 0.00010426170408885932, + 0.00010187281240843835, + -0.00010061608893837077, + 0.00010049133896788409, + -9.682217005542424e-05, + -9.599502291563656e-05, + 9.571524291784511e-05, + -9.540590979538693e-05, + 9.515269518282241e-05, + -9.48189694303254e-05, + -9.481751240010635e-05, + 9.393113117686408e-05, + -9.222788555888522e-05, + 8.753171158768519e-05, + 8.620767311104529e-05, + -8.582340841748555e-05, + 8.323688735605937e-05, + -8.314902951428064e-05, + -8.303783740606506e-05, + 8.300329087148455e-05, + -8.261152975188723e-05, + 8.192338063637418e-05, + 8.147282858307557e-05, + 8.094627542822559e-05, + 8.053304670531713e-05, + 8.001183836975058e-05, + 8.000425606080139e-05, + 7.956729415789062e-05, + -7.765210081777025e-05, + 7.758583963463611e-05, + 7.669360650642438e-05, + -7.538975799785348e-05, + 7.529468053240304e-05, + -7.349755152430187e-05, + -7.249559396477061e-05, + 7.164714196207994e-05, + 7.112436964184134e-05, + 7.012832867122999e-05, + 6.95830491100207e-05, + 6.777511335506978e-05, + -6.769470383357406e-05, + -6.769335210667996e-05, + 6.753466581551444e-05, + -6.720096012540571e-05, + 6.579077676677524e-05, + -6.57011708973955e-05, + -6.402247167891598e-05, + -6.31762356677261e-05, + 6.278012532019719e-05, + -6.264359842032367e-05, + 6.159581952327752e-05, + 6.082502966841648e-05, + 6.0715564027193275e-05, + 5.9147670881351565e-05, + -5.911454958110528e-05, + 5.872785901708169e-05, + -5.8100235262226e-05, + -5.7943653851682e-05, + 5.726651468812298e-05, + -5.6393855620408685e-05, + 5.4612288460213674e-05, + 5.4351654722197236e-05, + 5.416550615667636e-05, + 5.402313091144482e-05, + -5.27903906004329e-05, + 5.278892276795121e-05, + 5.255815329843421e-05, + -5.2093906395665484e-05, + 5.173725782539828e-05, + 5.0634597522968147e-05, + -5.005904546059159e-05, + 4.9554445794645265e-05, + 4.9300767457792906e-05, + 4.8962943889963365e-05, + -4.810725749013872e-05, + 4.6937480376336645e-05, + -4.5578949248494346e-05, + -4.5556963412909666e-05, + 4.549190395282489e-05, + 4.5271443758021e-05, + 4.5029153273820616e-05, + 4.456930076237147e-05, + -4.421881670949195e-05, + -4.394608303472049e-05, + -4.3695020177954665e-05, + -4.223108090570933e-05, + -4.040867553516486e-05, + 4.00699798419081e-05, + -3.95074867451235e-05, + 3.8567526789397665e-05, + -3.822893555054746e-05, + 3.815654089097957e-05, + 3.802840779188202e-05, + 3.786216724205163e-05, + -3.660736852850323e-05, + 3.6252857654618404e-05, + 3.480418590227301e-05, + 3.4285368834881556e-05, + -3.3832932611593404e-05, + -3.294506948311653e-05, + -3.2389015424833094e-05, + -3.1588498403969866e-05, + 3.1374345133976e-05, + -3.111619359911401e-05, + 3.0733047276383605e-05, + -2.9901477034717243e-05, + 2.9860161233030398e-05, + 2.9261919441310336e-05, + -2.8802707264793487e-05, + -2.8705625481842858e-05, + -2.782471193181021e-05, + 2.7073100655486055e-05, + -2.568670691415314e-05, + 2.4642616602702452e-05, + 2.4528730661071658e-05, + -2.4421188518132974e-05, + -2.3704606832873937e-05, + 2.3400167306472997e-05, + -2.303054875233091e-05, + 2.2878796336264644e-05, + 2.2585784938572333e-05, + 2.2101730899270737e-05, + -2.2017683876214026e-05, + -2.1530015279611803e-05, + -2.1435941879833087e-05, + 2.103899373746911e-05, + -2.100174138490219e-05, + 2.047434922528876e-05, + -2.0257387184836553e-05, + 2.0074807187350852e-05, + 1.965725719869711e-05, + -1.9136553746389008e-05, + 1.7944587365907725e-05, + -1.700073602681783e-05, + 1.6872444904312542e-05, + -1.6687004457684857e-05, + -1.652388261585052e-05, + 1.646577499154395e-05, + -1.6368892913218262e-05, + -1.626785393342927e-05, + -1.6231738865448724e-05, + 1.5903106296839583e-05, + 1.5758598955628144e-05, + 1.564372229058151e-05, + -1.4964110943897276e-05, + 1.4193380630389039e-05, + 1.4116101308777817e-05, + 1.3039301342870233e-05, + -1.2634827899931016e-05, + -1.1392439610188418e-05, + -1.0837327940955614e-05, + 1.082646663206864e-05, + 1.0615433826748318e-05, + 1.0451399453656986e-05, + 1.0442846983647432e-05, + 9.982441076089397e-06, + 9.603257574280436e-06, + 9.380565620779082e-06, + -9.358779508176073e-06, + 8.890951722013765e-06, + 8.821272589702821e-06, + 8.653716777240496e-06, + -8.541406426473847e-06, + -8.25658804593201e-06, + 7.948305455688952e-06, + -7.840993310761212e-06, + 7.607766156084905e-06, + 7.3995993153520544e-06, + -7.363664303347793e-06, + 7.091451695199648e-06, + 6.811857814156982e-06, + 6.556937768803885e-06, + -6.497406549300403e-06, + 5.5040365659127124e-06, + -5.408298685008685e-06, + 4.878928203494094e-06, + -4.746574883082455e-06, + 4.7352713860658005e-06, + 4.656310678635521e-06, + 4.448813852226329e-06, + 4.357469660164683e-06, + 4.3290409253933355e-06, + -4.0704541206390235e-06, + 3.4533885172979786e-06, + -3.4346849759015935e-06, + 3.370071027351853e-06, + 3.3207507829912255e-06, + -3.2988920240485826e-06, + 2.9686771107155694e-06, + -2.9070641935978156e-06, + -2.891549354700484e-06, + 2.8243278593251088e-06, + 2.781560399133041e-06, + 2.6717357121856655e-06, + 2.611263192434783e-06, + 2.575700014261203e-06, + -2.5108095245149007e-06, + 2.1672132042163867e-06, + 1.9495213684364855e-06, + -1.935412300894074e-06, + -1.7881658588244416e-06, + 1.7714121848127229e-06, + 1.7590278578554526e-06, + -1.7278305915863765e-06, + 1.6788417638344891e-06, + 1.6647557579894751e-06, + 1.6185741971204745e-06, + -1.5802672686998826e-06, + -1.5214569329570784e-06, + 1.3476764188922218e-06, + -1.28562602096753e-06, + -1.1948355028145554e-06, + -1.0783779126939547e-06, + -8.093795963699602e-07, + 5.702357988868742e-07, + 4.778073955958903e-07, + 4.6212128568349605e-07, + -4.1788622737884286e-07, + 3.4367192871697163e-07, + 3.102217536386666e-07, + 2.1988923271525022e-07, + -2.1901084304409856e-07, + 1.9527382389940894e-07, + -1.3126825559994566e-07, + 1.12720933602589e-07, + -6.707430920757565e-08, + -6.66605796090417e-08, + 5.168941591388129e-08, + 3.119169576654283e-08, + -2.1827479146666406e-08 + ], + "Absolute Coefficient": [ + 0.04505084071441031, + 0.03257437873347499, + 0.031306121730923515, + 0.0311737548585217, + 0.030057966926712348, + 0.02775563012109138, + 0.027505246511915143, + 0.026009472721057653, + 0.02599839975666038, + 0.025510698179062992, + 0.025046423277399817, + 0.02475195843902886, + 0.024732491560763254, + 0.024052612547827257, + 0.023702997013112164, + 0.02353435739424423, + 0.02338762723651164, + 0.023373003931335675, + 0.022818151713723634, + 0.02222672067838408, + 0.022226639958116006, + 0.02213956886939279, + 0.021740022520427376, + 0.021560580387192347, + 0.021018617692368614, + 0.02043858301145411, + 0.019870776485342478, + 0.019513672732676804, + 0.019341450212206877, + 0.01921034683248946, + 0.019046270600705767, + 0.01898066951211603, + 0.018977869318836802, + 0.018305666797968825, + 0.018116884744225622, + 0.018066479045816108, + 0.017916621008668705, + 0.01775828332082567, + 0.017494310649901777, + 0.017401912919033605, + 0.01716456558403976, + 0.017149532346800993, + 0.017145752849946, + 0.017145434278174422, + 0.016889635800572685, + 0.01672755078821696, + 0.016577826805140583, + 0.015997795462525118, + 0.015954128161182236, + 0.015659330769101844, + 0.0156538692051237, + 0.015502368832051009, + 0.015496679659531502, + 0.015125912214752252, + 0.014892608267581398, + 0.01473630263104451, + 0.01470100718777093, + 0.014640831372722552, + 0.014570775902808744, + 0.014476014955074128, + 0.014408508347557624, + 0.0142181435514351, + 0.013785009631706714, + 0.01342700827925309, + 0.01338798545476354, + 0.013150898520116262, + 0.01297679902620043, + 0.012963303697544039, + 0.012869159356011054, + 0.012695591445998976, + 0.012685771577195167, + 0.012573035982769876, + 0.012426287735067043, + 0.012272902629846481, + 0.012221599170172725, + 0.012205669361695513, + 0.012163353876112067, + 0.012156238497049526, + 0.01209667085129164, + 0.011860800079780092, + 0.011823153380492587, + 0.01167260716529773, + 0.011554483371045437, + 0.011466925440663345, + 0.011421881513327597, + 0.011269100163791285, + 0.011243879801556434, + 0.01116798105895438, + 0.011089769039384374, + 0.011043351737706023, + 0.011016429204295698, + 0.010955732236256111, + 0.010695430521289361, + 0.010588030595340496, + 0.010579153199732122, + 0.010471640220622459, + 0.010470565080449502, + 0.010415716944385851, + 0.010361262946016215, + 0.01025155121847066, + 0.0101691400778909, + 0.01003913562200585, + 0.010033659593125514, + 0.010022499307099392, + 0.010016881648894088, + 0.00988352695134547, + 0.009694718952588725, + 0.009693163379058244, + 0.00961158066259342, + 0.009567829084030411, + 0.009523888821295354, + 0.009481786209646039, + 0.009420421466504871, + 0.00937142143860105, + 0.009351600144430967, + 0.009348472811908657, + 0.009326244142156688, + 0.009257503758259024, + 0.009245715022661553, + 0.009240007700293752, + 0.009098509794389016, + 0.008994146347846146, + 0.008991534652635996, + 0.00897985998701716, + 0.00894353749016716, + 0.0088447662167872, + 0.00881381463384223, + 0.008766938353303989, + 0.00876251138129261, + 0.008762474807844254, + 0.008687700486180413, + 0.008587576432258161, + 0.008560533483134606, + 0.00853894943198333, + 0.008494788182734952, + 0.008492896731361095, + 0.008487807060279542, + 0.008484375885825785, + 0.008460583859847324, + 0.008455676057496366, + 0.008322166253653703, + 0.008257575598540663, + 0.008255544153841249, + 0.008252440886211205, + 0.00822302800799873, + 0.00817540189056798, + 0.008126479785381753, + 0.008116853515361844, + 0.008060568821925634, + 0.008041090093087797, + 0.008020645423329625, + 0.007981771833206797, + 0.007980537452560787, + 0.007895433873656483, + 0.007874183398389127, + 0.007867456190877324, + 0.007762476128072768, + 0.007727744414573693, + 0.007722528717098674, + 0.007706211028648151, + 0.0076577350310841385, + 0.007576345683387461, + 0.007527935097026188, + 0.007491786734132909, + 0.007408329034545776, + 0.007382665935563874, + 0.007174898605712018, + 0.007161856887641304, + 0.007159128010300294, + 0.007153332118860692, + 0.00704441535640018, + 0.007044229346240695, + 0.007041008545617117, + 0.007040541037252095, + 0.007009495904774124, + 0.00696556036577372, + 0.006740246504643421, + 0.006732398509636762, + 0.00669133774670785, + 0.006678407813351683, + 0.006624320245333864, + 0.006563493579163232, + 0.006502588157165639, + 0.006413664757800598, + 0.006365743898902582, + 0.006331223172515929, + 0.006298049754777243, + 0.006292445636806994, + 0.006235241188803728, + 0.006181251504017676, + 0.0061654779617277555, + 0.00616037427088614, + 0.006119582472746825, + 0.006098280202108053, + 0.006082835868800706, + 0.006068157166224989, + 0.006063720952392579, + 0.005989949674160703, + 0.005968979626729587, + 0.005966763217113568, + 0.005942057216201976, + 0.005926558450101338, + 0.0059261100447322934, + 0.005871909459218128, + 0.005866985439843983, + 0.005855905762370805, + 0.0058534019573056985, + 0.005849063989629559, + 0.005843741291920654, + 0.0058437032831428915, + 0.00580245950221289, + 0.005757833307869513, + 0.005710933495442548, + 0.005671698557339471, + 0.005600263007598827, + 0.005460938766251759, + 0.005372631221040797, + 0.005350818805204535, + 0.0053502603231129035, + 0.005323577853051143, + 0.005318238552171548, + 0.0052945839058181395, + 0.005285597359012336, + 0.005278291820372472, + 0.005267549603860531, + 0.005209357454945135, + 0.005024098623143237, + 0.005023630956529292, + 0.005020098051028685, + 0.004996796782779968, + 0.004988578080314947, + 0.004985489912639666, + 0.00494910441392249, + 0.0049321200730872445, + 0.004923122889192287, + 0.0049082147784056665, + 0.0049038457409912705, + 0.00490073458364791, + 0.004867458517233026, + 0.004867254752781195, + 0.004820274675809042, + 0.004805243639849976, + 0.0047903611363363215, + 0.004779968060987956, + 0.004765866005344479, + 0.004761735581306833, + 0.004747070157412067, + 0.004730657597770513, + 0.004681514821915313, + 0.004647296353661469, + 0.004578936337231545, + 0.00456985668665962, + 0.00454689353869324, + 0.004546022008656403, + 0.004490811924438334, + 0.004484328375563519, + 0.004474488942612982, + 0.004434859892547406, + 0.004432961260247601, + 0.004427813880724078, + 0.0043810231341028264, + 0.004380050243498036, + 0.004379312613678461, + 0.004375683207460569, + 0.004340663538907526, + 0.004320509037386677, + 0.0043158804315525665, + 0.004313180549288371, + 0.004309458552051654, + 0.004288345850928496, + 0.004284501309820514, + 0.004253922676840359, + 0.00425369445431976, + 0.004251141139411424, + 0.004249170736131529, + 0.004236754601429752, + 0.004203058697458243, + 0.004191641846160077, + 0.004190464468408495, + 0.004183245684335257, + 0.004179283116563309, + 0.004168990826360765, + 0.004123394684606301, + 0.004112824598464319, + 0.004110560840560821, + 0.004101862220316012, + 0.00404622891879639, + 0.004031156636380829, + 0.004001756996754741, + 0.003996306554531806, + 0.003982161741238059, + 0.003965014468682467, + 0.0039409400884234105, + 0.003939969281129104, + 0.003937783332302395, + 0.003922192637855068, + 0.003916001177350348, + 0.003907112287877084, + 0.003880612015004014, + 0.003879082844053981, + 0.003848014573587225, + 0.003847091850742049, + 0.003831721757023787, + 0.003821619577410735, + 0.003809319509391339, + 0.003807401235334237, + 0.0037926682106489253, + 0.0037747565894352634, + 0.0037586641245915026, + 0.0037465044147148227, + 0.0037150691322625213, + 0.003713583625873751, + 0.0036987692034702456, + 0.0036798862863956106, + 0.0036576488601541076, + 0.0036417059853377206, + 0.0036403008248029846, + 0.0036329853999365657, + 0.0036228251410159126, + 0.003621868947336149, + 0.0036217611868364767, + 0.0036174862838706436, + 0.003593397658061536, + 0.003586619852841431, + 0.003584556622140233, + 0.0035766458395936986, + 0.003560667278531421, + 0.003554709121057189, + 0.003509024743379728, + 0.003508411751674059, + 0.0034891537569056085, + 0.0034838653282985225, + 0.0034798557684071977, + 0.0034665631701538955, + 0.003453962502434773, + 0.003453253992135424, + 0.0034181907288175447, + 0.003416265907149688, + 0.0034012710274000757, + 0.003389985925893023, + 0.0033866268868184084, + 0.0033819792426019258, + 0.0033573159142980787, + 0.003350615067194768, + 0.0033403094459898116, + 0.0033161731639264214, + 0.0033047765300376632, + 0.0032807601785612025, + 0.0032728707192848567, + 0.003258081482567119, + 0.003256477276314392, + 0.003248990381818137, + 0.0032411272699584804, + 0.0032398327252979053, + 0.003237973077654244, + 0.003198469566334172, + 0.00317412778351379, + 0.003169546697127436, + 0.0031670972982270245, + 0.003151374241908581, + 0.003147560895343826, + 0.0031448490679857966, + 0.003142847589246632, + 0.003128160430642635, + 0.0031243089638141367, + 0.003122247862159847, + 0.0031182070439006505, + 0.003114557019170903, + 0.0031119467178746273, + 0.003100146610343085, + 0.003081213811116876, + 0.003077925736532065, + 0.0030749268538028418, + 0.003072047623247762, + 0.0030580645619192053, + 0.0030396502914354544, + 0.003001717080944872, + 0.0030001873199824044, + 0.002997360107338705, + 0.0029929221923908284, + 0.0029843894387792426, + 0.0029750303374347026, + 0.002970569508356579, + 0.002959148267512432, + 0.0029584405278427705, + 0.0029517515983858308, + 0.00291593272338138, + 0.002915219957895041, + 0.002910746528322527, + 0.0028790141411274375, + 0.0028595572406442805, + 0.0028552778148966305, + 0.002854836843051722, + 0.002842120520796973, + 0.0028362425053728426, + 0.002804768027147616, + 0.002788107103748941, + 0.0027701715811208104, + 0.0027528109292024473, + 0.002751187236566803, + 0.0027342543065677727, + 0.0027225320465382964, + 0.0027127046448320456, + 0.0026916108626845975, + 0.0026842870966357294, + 0.002684039637392963, + 0.002682427970945666, + 0.002678001932893604, + 0.0026779665173121505, + 0.002659779816860273, + 0.0026554768119162178, + 0.002653113345587773, + 0.002652325453379233, + 0.0026408935698416488, + 0.002630954209358766, + 0.002619089181699911, + 0.0025909049823359355, + 0.002572533796985172, + 0.0025650990458518986, + 0.00255499053741508, + 0.002552809176058571, + 0.00254672072900964, + 0.002542420675947527, + 0.002533751989344197, + 0.00253368050025506, + 0.002533548080396098, + 0.0025163776648761973, + 0.0025153391151809396, + 0.0025125584377907045, + 0.002478453722149445, + 0.002473752741665323, + 0.0024677969310925737, + 0.0024467413734013906, + 0.0024414626527185694, + 0.0024183123470209525, + 0.002385708245459795, + 0.00237985580640293, + 0.0023707622159792026, + 0.002350967951435161, + 0.002340946298216104, + 0.0023080349048319364, + 0.0022972550123717037, + 0.00229658851543898, + 0.00229385847445149, + 0.0022870254994490683, + 0.0022523992540977446, + 0.0022302788576620053, + 0.0022267897412616795, + 0.0022062762450927678, + 0.0022045071193080683, + 0.002199620776083991, + 0.0021993566660637527, + 0.0021970669333379093, + 0.0021938995097350203, + 0.002188499423655927, + 0.0021877275520427297, + 0.0021850621590102383, + 0.0021841725919454556, + 0.002166022640155633, + 0.0021644231071411865, + 0.0021636819269201407, + 0.0021516316153858306, + 0.002141819808520471, + 0.0021284683984832443, + 0.002125061967413207, + 0.002114079310097326, + 0.0021121412490840608, + 0.002095632703034148, + 0.002073231059769881, + 0.002068767796905528, + 0.0020680305701869044, + 0.002065824566809689, + 0.0020644236577221347, + 0.0020635126420491035, + 0.00206282699647364, + 0.002044879157587895, + 0.0020440470399549233, + 0.0020404886594376933, + 0.00203467865524877, + 0.002034625178447182, + 0.002012073607256753, + 0.0020064571715915263, + 0.001998071918845212, + 0.001990493362559339, + 0.001977813639959922, + 0.0019774511762357914, + 0.001970225259863305, + 0.0019578656033514288, + 0.0019559618829081424, + 0.0019532667207253994, + 0.0019509706445387169, + 0.0019497210889271538, + 0.0019399786500618992, + 0.0019395302437086553, + 0.0019335355150277022, + 0.0019311034737331714, + 0.0019302574570238273, + 0.001927872286721593, + 0.0019256686427650445, + 0.001903224709459248, + 0.0018805903418174072, + 0.0018761733857972592, + 0.0018725938583867535, + 0.00187238755404075, + 0.0018664567399619913, + 0.0018609519076292118, + 0.0018288947361184758, + 0.0018191253499077078, + 0.0018033112529437791, + 0.0017959479911980152, + 0.0017941935724887334, + 0.0017918284669007614, + 0.0017857265924629009, + 0.0017821938059027344, + 0.0017793375395603786, + 0.0017789728421897858, + 0.0017756035122762622, + 0.0017600847365574024, + 0.0017595093039852556, + 0.0017428516767907776, + 0.0017406553932892076, + 0.0017406169865835284, + 0.001724121770342453, + 0.0017180397759668546, + 0.0017161701929241332, + 0.0016931427733605303, + 0.0016855197681613192, + 0.0016697942546065085, + 0.0016687554685005067, + 0.0016674450230828863, + 0.0016617369574629267, + 0.0016595608885789134, + 0.001647357790426909, + 0.0016457462471254135, + 0.0016434925220609844, + 0.0016368660291411162, + 0.0016341658403950616, + 0.0016317380070678563, + 0.0016264424384249902, + 0.0016245733152622317, + 0.0016045872315465699, + 0.001600436029261647, + 0.0015952558335836052, + 0.0015898867810708935, + 0.0015874481697826428, + 0.0015846963256657622, + 0.0015764099303453042, + 0.0015689592631216774, + 0.0015628079922278314, + 0.0015626679554157285, + 0.0015570541885876951, + 0.0015469157983386275, + 0.0015378792699753912, + 0.0015352354529849122, + 0.00153154193992631, + 0.0015306905783137284, + 0.0015277826039609202, + 0.0015143436800228898, + 0.0015069883547932077, + 0.0015004518628391975, + 0.0014946918260339793, + 0.0014910712420023444, + 0.0014705386664406782, + 0.001457129249228622, + 0.0014560538814426436, + 0.001454660149702358, + 0.0014525381282716957, + 0.0014518148729027215, + 0.0014384085182998967, + 0.0014220952215784177, + 0.0014071931664387928, + 0.0014066780892666051, + 0.0013987662696480713, + 0.0013901089577560036, + 0.0013698369344688976, + 0.0013600062202454432, + 0.0013511291519555178, + 0.001345499542461923, + 0.0013395771330356311, + 0.0013394121864095567, + 0.0013393461282455673, + 0.0013353564076698696, + 0.0013326030793862733, + 0.0013271185659814138, + 0.0013223691785783855, + 0.0013202522693690404, + 0.0013074838208647, + 0.001302562095674524, + 0.0012921510976558175, + 0.0012905055990107886, + 0.0012879509610992388, + 0.0012846739452603234, + 0.0012796234765575594, + 0.0012792023435607039, + 0.0012693879122964834, + 0.001268321825722361, + 0.0012611773749495107, + 0.0012470130170047964, + 0.0012460562954609124, + 0.0012425940497707063, + 0.0012377615235262182, + 0.0012349573338306232, + 0.0012065801849562542, + 0.0012012458442066491, + 0.0011934131141598866, + 0.0011929918630400739, + 0.001187145620126531, + 0.001185024114333725, + 0.0011829773758210242, + 0.001177650245359055, + 0.001174764562445273, + 0.0011623510254737837, + 0.0011623041914147418, + 0.0011554315589988279, + 0.001153368194356801, + 0.0011457551058992445, + 0.0011455954394117129, + 0.0011384156629515563, + 0.001131200018660899, + 0.0011300533486101056, + 0.0011236207408655777, + 0.0011160688602597079, + 0.0011160110412409246, + 0.0011082729895338333, + 0.0011080615704743284, + 0.0010993949480815905, + 0.0010969003391634576, + 0.0010904950309535244, + 0.0010891083031582653, + 0.0010851397381318282, + 0.00107625304148355, + 0.0010749190467116085, + 0.0010724520830244866, + 0.001069143471262138, + 0.00106750029442998, + 0.001067288053814611, + 0.001066666653290187, + 0.0010638268743560582, + 0.0010635931388047943, + 0.0010624089456423983, + 0.001055451680419382, + 0.0010539640245813364, + 0.0010522973444079201, + 0.001048554519492771, + 0.0010392779027351589, + 0.0010304733626146938, + 0.0010198038801495233, + 0.0010189542949001083, + 0.001014069767907273, + 0.0010072301482434932, + 0.0010067235103404005, + 0.0010044326823292304, + 0.0010044039834912935, + 0.0010019926153776964, + 0.001001036396200239, + 0.0009870978623824451, + 0.000985085322432323, + 0.0009848989345348715, + 0.000981074607137479, + 0.000978514478849072, + 0.0009732166783523863, + 0.0009648004046510612, + 0.0009639407464535269, + 0.0009616688550022705, + 0.0009595507997519391, + 0.000958219750328239, + 0.0009568281067505237, + 0.0009502918129092526, + 0.0009463500599316735, + 0.0009449666121289375, + 0.000943656630354721, + 0.0009435595371117074, + 0.0009407943849657175, + 0.0009334039479231061, + 0.0009275214195670029, + 0.0009270361370816287, + 0.0009258251180519101, + 0.000924062818222554, + 0.0008970550620971035, + 0.0008958374886776814, + 0.0008922528200269472, + 0.0008888095168460471, + 0.0008852844810685902, + 0.000883969464090599, + 0.0008809480158771066, + 0.0008771252442655048, + 0.0008763720198237926, + 0.0008753749380862525, + 0.0008691884198203854, + 0.0008685899383486685, + 0.0008682448893475563, + 0.0008658948551261857, + 0.000865375131161527, + 0.0008584686541445841, + 0.0008517806964837151, + 0.0008490474784695036, + 0.0008403868399679447, + 0.0008394739535227823, + 0.0008304819080230044, + 0.0008299431730828806, + 0.0008278682096773027, + 0.0008243467505287116, + 0.0008232967464582555, + 0.0008219511277516626, + 0.0008172133071736604, + 0.0008152329450666359, + 0.0008120851840083309, + 0.0008101741516493867, + 0.0008078762764622133, + 0.0007996720390630543, + 0.0007976233984369624, + 0.00079754043534146, + 0.0007972065912263059, + 0.0007954812855223262, + 0.000792896518909222, + 0.0007829736686857557, + 0.000779834336573085, + 0.0007791832093282918, + 0.0007778446270781396, + 0.0007773893595031463, + 0.0007771456881248879, + 0.000772530333608628, + 0.0007700201220456404, + 0.0007683756491623592, + 0.0007670471867035791, + 0.0007662249136490476, + 0.0007643012869992071, + 0.000763900784808674, + 0.0007557065351878699, + 0.0007548602375487137, + 0.0007507133901802228, + 0.0007433376091818249, + 0.0007421573895958726, + 0.0007416105822948475, + 0.0007352804965376516, + 0.000725005702191504, + 0.000723170171812873, + 0.0007218519841814516, + 0.0007158670055658165, + 0.0007145787646898767, + 0.0007133931265993854, + 0.0007106685767751954, + 0.0007090209477211935, + 0.0007079572016455667, + 0.00069890593025146, + 0.0006962368030686086, + 0.0006928605561055723, + 0.0006849544557354312, + 0.0006829606393134624, + 0.0006826004368789641, + 0.0006783638917126917, + 0.0006748241228103982, + 0.0006718209282115216, + 0.0006643028321154978, + 0.0006579395827430705, + 0.0006528261684049534, + 0.0006479437763581295, + 0.0006469758195393633, + 0.0006462696212996919, + 0.0006344777291886283, + 0.0006342284297386983, + 0.0006324316796772699, + 0.0006297513608855097, + 0.0006281862465762096, + 0.0006198813790599439, + 0.0006175644985709819, + 0.0006150586700889925, + 0.000610202276691547, + 0.0006017718882614609, + 0.0006012739582129276, + 0.0006004678029667897, + 0.0005982398003464613, + 0.0005951715277443688, + 0.0005911373552572184, + 0.000588804515645882, + 0.0005847545000800628, + 0.000582195675422115, + 0.0005771039996569238, + 0.0005748534869798317, + 0.0005731083201997028, + 0.000572384843567523, + 0.0005717490713175865, + 0.0005677549570568966, + 0.0005664221122443804, + 0.000562032757549577, + 0.0005620047097532214, + 0.0005595345938273873, + 0.0005556193230029316, + 0.0005486564457439833, + 0.0005483135704450864, + 0.0005481248839465612, + 0.000547970619269329, + 0.0005443086780456853, + 0.000537711614598705, + 0.0005364620404537962, + 0.0005336808613857284, + 0.00053030509586054, + 0.0005302606901440006, + 0.0005299637689826422, + 0.0005295027477381664, + 0.0005244318785428825, + 0.0005242999788112163, + 0.0005119123649276447, + 0.0005106290537303792, + 0.0005075593253655778, + 0.0005040779268982901, + 0.0004966613394351445, + 0.000495072876565419, + 0.0004943537509762298, + 0.0004902844293992824, + 0.0004897092542257253, + 0.0004891973908683533, + 0.0004875025315305239, + 0.0004841380206780115, + 0.00048314071385138194, + 0.00048287299744656536, + 0.00048130533003760284, + 0.00048035309442716307, + 0.0004792987680177111, + 0.0004758099181339959, + 0.0004746422123674033, + 0.0004730792228553954, + 0.0004709718513311804, + 0.00046627774350050804, + 0.00046595547732693844, + 0.0004632187852457627, + 0.00045958081714035767, + 0.0004595291515904823, + 0.0004584176054864897, + 0.00045746227551404285, + 0.00045727418906515576, + 0.00045620023534217156, + 0.0004542206758493742, + 0.00045222546373800834, + 0.0004488602937136571, + 0.0004461684263304004, + 0.00044203393762225164, + 0.00043898747871917455, + 0.0004383699763639405, + 0.0004362970863372918, + 0.0004351549674953199, + 0.0004311457797281992, + 0.0004306730349651691, + 0.00043001188749136875, + 0.0004286362916824565, + 0.0004258402883463411, + 0.00042490572066951934, + 0.00042424792292164367, + 0.00042330675799286073, + 0.0004220356236681365, + 0.00042166007160105606, + 0.000420058981166783, + 0.000417157053269329, + 0.00041423422116272814, + 0.0004131985325026529, + 0.0004090788545100203, + 0.00040720202700114335, + 0.00040562817645911907, + 0.0004038896602239358, + 0.0004005744090910015, + 0.00039957291602770703, + 0.0003975311161006966, + 0.0003939911652908671, + 0.0003939115364183687, + 0.00039174134846206983, + 0.000390973444924736, + 0.0003882160869044095, + 0.00038452267608826566, + 0.000383295865382205, + 0.0003774174538660613, + 0.0003769245230545463, + 0.00037561979379991355, + 0.00037452950650974866, + 0.0003731226754234874, + 0.0003713848096575672, + 0.00036857109143198665, + 0.00036798119063980735, + 0.00036796047277940847, + 0.0003672870971148812, + 0.0003636558681091049, + 0.0003628999847108474, + 0.0003613200921031555, + 0.00035795853355168175, + 0.0003574027445110006, + 0.0003568723543447868, + 0.00035551952789819434, + 0.00034613603040080707, + 0.0003396445157206909, + 0.0003380894361674755, + 0.0003380535913974058, + 0.00033804892301809406, + 0.00033779443456579794, + 0.00033612202230253266, + 0.00033380567968892266, + 0.0003336564618217103, + 0.0003273706852783169, + 0.0003248868538403079, + 0.0003211101310892256, + 0.0003207723183761579, + 0.0003197201438605494, + 0.0003183475842178106, + 0.00031727070219855747, + 0.00030663704716473784, + 0.00030633448178952094, + 0.0003042272457821356, + 0.0003042233984885613, + 0.0003032368764441876, + 0.0003029545200631672, + 0.00029526606055782853, + 0.00029514742666509274, + 0.0002950379752675457, + 0.00028943930095733447, + 0.0002880941491915218, + 0.00028712042843198664, + 0.00028514788761080395, + 0.00028440711656327604, + 0.000283148195728776, + 0.00028215896093995263, + 0.00027815750231094074, + 0.00027656445284629044, + 0.00027568502324021744, + 0.000275675876924436, + 0.0002755191561124845, + 0.00027430746617911604, + 0.0002677544424336703, + 0.00026763331543225077, + 0.00026756803500527086, + 0.0002673745347362044, + 0.0002646233388640403, + 0.00026067253982419006, + 0.0002606163695740793, + 0.00026019065067834415, + 0.00025968410072136125, + 0.00025918613058970334, + 0.00025764959147219353, + 0.00025728068250446335, + 0.00025512881085733427, + 0.0002544682257241939, + 0.0002521099813909555, + 0.00025198359983682, + 0.00025180253647518575, + 0.00025096859004238356, + 0.00025069806397725393, + 0.0002501060902541803, + 0.0002499340543000552, + 0.0002479446087643917, + 0.0002477352162021519, + 0.00024749336666593464, + 0.00024474564036143585, + 0.0002442483769662411, + 0.0002412894304650087, + 0.00024124340664232247, + 0.000240143768421427, + 0.0002383770827845496, + 0.00023611359220967483, + 0.000233017514660438, + 0.00022706718975160607, + 0.00022573790781230192, + 0.0002240052250620633, + 0.00022331374837322824, + 0.00022176234561956242, + 0.00022084402562761506, + 0.0002182687550102075, + 0.0002148114975551593, + 0.00021263131681266501, + 0.00021257536975394413, + 0.0002121281475811502, + 0.00021201319953183126, + 0.0002108423510307258, + 0.0002067769059375299, + 0.00020512304248357312, + 0.00020497389637100182, + 0.00020497010853243587, + 0.0002032935132931379, + 0.0002009673361150506, + 0.00019996175008797743, + 0.00019939217961328811, + 0.00019850901919703026, + 0.00019286700925713005, + 0.00019127804869202545, + 0.00018954927175032906, + 0.00018910917521096422, + 0.00018815781211086623, + 0.00018788602023253403, + 0.00018285792151217123, + 0.00017785986739756503, + 0.00017733215313883605, + 0.00017621501779395914, + 0.00017539562603307153, + 0.0001745302494150239, + 0.00017437034006612223, + 0.0001730742380657235, + 0.00017195470636778085, + 0.00017041174703393743, + 0.00016753586921742304, + 0.0001660333529055894, + 0.00016390557994648647, + 0.0001622351532213517, + 0.00016071811901194756, + 0.00016017469623994088, + 0.00015624218517574115, + 0.00015514775524895402, + 0.0001522941525659436, + 0.0001514747221551136, + 0.00015058848643779578, + 0.00015049959182707843, + 0.0001489162509078728, + 0.00014700368165912968, + 0.0001407476394645535, + 0.00013950086087918928, + 0.0001372723712855398, + 0.00013567568559526774, + 0.00013458457114855408, + 0.0001319661786083411, + 0.0001310930379458719, + 0.00013109104197005862, + 0.0001307356276506048, + 0.00012869180427363172, + 0.0001276759484225344, + 0.00012713696916514944, + 0.00012692011734204424, + 0.00012629918966838564, + 0.00012293049633743216, + 0.00011735729771851252, + 0.00011734729329070677, + 0.00011681723707555646, + 0.00011535392470423902, + 0.00011457163169557504, + 0.00011450911188755483, + 0.00011409590794629711, + 0.00011407526316884469, + 0.00011396332695711429, + 0.00011355674541639516, + 0.00011222764610837396, + 0.00011168829655393118, + 0.00011165973718674194, + 0.00011052646727120313, + 0.00010977738728373018, + 0.0001089793143023977, + 0.00010602582759636065, + 0.00010426170408885932, + 0.00010187281240843835, + 0.00010061608893837077, + 0.00010049133896788409, + 9.682217005542424e-05, + 9.599502291563656e-05, + 9.571524291784511e-05, + 9.540590979538693e-05, + 9.515269518282241e-05, + 9.48189694303254e-05, + 9.481751240010635e-05, + 9.393113117686408e-05, + 9.222788555888522e-05, + 8.753171158768519e-05, + 8.620767311104529e-05, + 8.582340841748555e-05, + 8.323688735605937e-05, + 8.314902951428064e-05, + 8.303783740606506e-05, + 8.300329087148455e-05, + 8.261152975188723e-05, + 8.192338063637418e-05, + 8.147282858307557e-05, + 8.094627542822559e-05, + 8.053304670531713e-05, + 8.001183836975058e-05, + 8.000425606080139e-05, + 7.956729415789062e-05, + 7.765210081777025e-05, + 7.758583963463611e-05, + 7.669360650642438e-05, + 7.538975799785348e-05, + 7.529468053240304e-05, + 7.349755152430187e-05, + 7.249559396477061e-05, + 7.164714196207994e-05, + 7.112436964184134e-05, + 7.012832867122999e-05, + 6.95830491100207e-05, + 6.777511335506978e-05, + 6.769470383357406e-05, + 6.769335210667996e-05, + 6.753466581551444e-05, + 6.720096012540571e-05, + 6.579077676677524e-05, + 6.57011708973955e-05, + 6.402247167891598e-05, + 6.31762356677261e-05, + 6.278012532019719e-05, + 6.264359842032367e-05, + 6.159581952327752e-05, + 6.082502966841648e-05, + 6.0715564027193275e-05, + 5.9147670881351565e-05, + 5.911454958110528e-05, + 5.872785901708169e-05, + 5.8100235262226e-05, + 5.7943653851682e-05, + 5.726651468812298e-05, + 5.6393855620408685e-05, + 5.4612288460213674e-05, + 5.4351654722197236e-05, + 5.416550615667636e-05, + 5.402313091144482e-05, + 5.27903906004329e-05, + 5.278892276795121e-05, + 5.255815329843421e-05, + 5.2093906395665484e-05, + 5.173725782539828e-05, + 5.0634597522968147e-05, + 5.005904546059159e-05, + 4.9554445794645265e-05, + 4.9300767457792906e-05, + 4.8962943889963365e-05, + 4.810725749013872e-05, + 4.6937480376336645e-05, + 4.5578949248494346e-05, + 4.5556963412909666e-05, + 4.549190395282489e-05, + 4.5271443758021e-05, + 4.5029153273820616e-05, + 4.456930076237147e-05, + 4.421881670949195e-05, + 4.394608303472049e-05, + 4.3695020177954665e-05, + 4.223108090570933e-05, + 4.040867553516486e-05, + 4.00699798419081e-05, + 3.95074867451235e-05, + 3.8567526789397665e-05, + 3.822893555054746e-05, + 3.815654089097957e-05, + 3.802840779188202e-05, + 3.786216724205163e-05, + 3.660736852850323e-05, + 3.6252857654618404e-05, + 3.480418590227301e-05, + 3.4285368834881556e-05, + 3.3832932611593404e-05, + 3.294506948311653e-05, + 3.2389015424833094e-05, + 3.1588498403969866e-05, + 3.1374345133976e-05, + 3.111619359911401e-05, + 3.0733047276383605e-05, + 2.9901477034717243e-05, + 2.9860161233030398e-05, + 2.9261919441310336e-05, + 2.8802707264793487e-05, + 2.8705625481842858e-05, + 2.782471193181021e-05, + 2.7073100655486055e-05, + 2.568670691415314e-05, + 2.4642616602702452e-05, + 2.4528730661071658e-05, + 2.4421188518132974e-05, + 2.3704606832873937e-05, + 2.3400167306472997e-05, + 2.303054875233091e-05, + 2.2878796336264644e-05, + 2.2585784938572333e-05, + 2.2101730899270737e-05, + 2.2017683876214026e-05, + 2.1530015279611803e-05, + 2.1435941879833087e-05, + 2.103899373746911e-05, + 2.100174138490219e-05, + 2.047434922528876e-05, + 2.0257387184836553e-05, + 2.0074807187350852e-05, + 1.965725719869711e-05, + 1.9136553746389008e-05, + 1.7944587365907725e-05, + 1.700073602681783e-05, + 1.6872444904312542e-05, + 1.6687004457684857e-05, + 1.652388261585052e-05, + 1.646577499154395e-05, + 1.6368892913218262e-05, + 1.626785393342927e-05, + 1.6231738865448724e-05, + 1.5903106296839583e-05, + 1.5758598955628144e-05, + 1.564372229058151e-05, + 1.4964110943897276e-05, + 1.4193380630389039e-05, + 1.4116101308777817e-05, + 1.3039301342870233e-05, + 1.2634827899931016e-05, + 1.1392439610188418e-05, + 1.0837327940955614e-05, + 1.082646663206864e-05, + 1.0615433826748318e-05, + 1.0451399453656986e-05, + 1.0442846983647432e-05, + 9.982441076089397e-06, + 9.603257574280436e-06, + 9.380565620779082e-06, + 9.358779508176073e-06, + 8.890951722013765e-06, + 8.821272589702821e-06, + 8.653716777240496e-06, + 8.541406426473847e-06, + 8.25658804593201e-06, + 7.948305455688952e-06, + 7.840993310761212e-06, + 7.607766156084905e-06, + 7.3995993153520544e-06, + 7.363664303347793e-06, + 7.091451695199648e-06, + 6.811857814156982e-06, + 6.556937768803885e-06, + 6.497406549300403e-06, + 5.5040365659127124e-06, + 5.408298685008685e-06, + 4.878928203494094e-06, + 4.746574883082455e-06, + 4.7352713860658005e-06, + 4.656310678635521e-06, + 4.448813852226329e-06, + 4.357469660164683e-06, + 4.3290409253933355e-06, + 4.0704541206390235e-06, + 3.4533885172979786e-06, + 3.4346849759015935e-06, + 3.370071027351853e-06, + 3.3207507829912255e-06, + 3.2988920240485826e-06, + 2.9686771107155694e-06, + 2.9070641935978156e-06, + 2.891549354700484e-06, + 2.8243278593251088e-06, + 2.781560399133041e-06, + 2.6717357121856655e-06, + 2.611263192434783e-06, + 2.575700014261203e-06, + 2.5108095245149007e-06, + 2.1672132042163867e-06, + 1.9495213684364855e-06, + 1.935412300894074e-06, + 1.7881658588244416e-06, + 1.7714121848127229e-06, + 1.7590278578554526e-06, + 1.7278305915863765e-06, + 1.6788417638344891e-06, + 1.6647557579894751e-06, + 1.6185741971204745e-06, + 1.5802672686998826e-06, + 1.5214569329570784e-06, + 1.3476764188922218e-06, + 1.28562602096753e-06, + 1.1948355028145554e-06, + 1.0783779126939547e-06, + 8.093795963699602e-07, + 5.702357988868742e-07, + 4.778073955958903e-07, + 4.6212128568349605e-07, + 4.1788622737884286e-07, + 3.4367192871697163e-07, + 3.102217536386666e-07, + 2.1988923271525022e-07, + 2.1901084304409856e-07, + 1.9527382389940894e-07, + 1.3126825559994566e-07, + 1.12720933602589e-07, + 6.707430920757565e-08, + 6.66605796090417e-08, + 5.168941591388129e-08, + 3.119169576654283e-08, + 2.1827479146666406e-08 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 83.2, + "precision": 24.047619047619044, + "recall": 23.714285714285715, + "f1": 22.97924297924298 + }, + "selection": { + "precision": 0.5644382306292747, + "recall": 8.05194805194805, + "f1": 1.0548887364608903, + "jaccard": 0.5308147953374152 + } + } +} \ No newline at end of file diff --git a/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Stroke.json b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Stroke.json new file mode 100644 index 0000000000000000000000000000000000000000..619108a8a6a013a8407670dac0c2f0c7cd1b3255 --- /dev/null +++ b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Stroke.json @@ -0,0 +1,3840 @@ +{ + "significant_genes": { + "Variable": [ + "AATF", + "AADAC", + "ACTMAP", + "A2M", + "ALPK2", + "ABCF2", + "ABCC6", + "ACSM5", + "ACADVL", + "ACSM4", + "ACOT4", + "ADAMTS12", + "ANKRD40", + "AASDHPPT", + "AAMDC", + "ABHD2", + "ACOT2", + "ABCB10", + "ACRV1", + "ADGRG4", + "ACTN3", + "ABCB8", + "ABCE1", + "ABI3BP", + "ABCC10", + "AGR2", + "ALDH4A1", + "ART3", + "ACAT2", + "ALDH1L1", + "AACS", + "ADGRE4P", + "ABCC13", + "ABCC8", + "ACSM2A", + "AFG1L", + "ABLIM3", + "ABCA8", + "AK2", + "AGRP", + "AHCYL2", + "ADAMTSL2", + "ADAMTSL5", + "ABHD17B", + "AADACL3", + "AEN", + "ARHGAP24", + "ABCA6", + "ALDOB", + "AFF2", + "ABHD1", + "ADAM21P1", + "ALKBH4", + "ADRA1A", + "ACSM3", + "ARL3", + "ABCA12", + "AKAP7", + "ABLIM2", + "ACBD6", + "ABHD13", + "ACTR2", + "ABCA11P", + "ACTR5", + "ACO2", + "ABHD5", + "ABCB5", + "ADCYAP1", + "AGER", + "ADCY9", + "ACMSD", + "ADAD1", + "ACTR10", + "AARSD1", + "ADAP2", + "ALAD", + "AOX1", + "ABCC9", + "ADGRD2", + "ACKR1", + "BPIFA4P", + "ANKZF1", + "ARHGAP22", + "ADH5", + "ABHD12", + "ABHD17A", + "ARHGAP23", + "A3GALT2", + "ACOT1", + "ABCC4", + "APBA3", + "ANKK1", + "ACTRT1", + "ADAD2", + "APLP1", + "AIRIM", + "BBS5", + "ADGRG2", + "ASIP", + "ABI1", + "ANGEL2", + "AKAP1", + "ALOX12P2", + "ABCA10", + "ADCY1", + "ALDH1L2", + "ABRAXAS1", + "APCS", + "ACSL5", + "AP4M1", + "ACER1", + "BMP5", + "ADGRG6", + "ADAM21", + "ABRA", + "ALG1L1P", + "AGAP7P", + "ACKR3", + "ALX1", + "ABCB4", + "ANO3", + "AKAP8", + "AP2S1", + "ALG9", + "C1orf167", + "ALDH7A1", + "AKR1B15", + "AARS1", + "BHLHE22", + "ADA", + "ABCB11", + "ADCK5", + "ABAT", + "APLN", + "ARSL", + "ANGPT2", + "ACACB", + "ALDH18A1", + "APOBEC3H", + "C3orf20", + "ADAM5", + "ASXL1", + "ADORA3", + "APCDD1", + "ANK3", + "ABCD1", + "AKR1C8", + "HMGB4", + "AFDN-DT", + "ARFRP1", + "ATXN1L", + "ALDH16A1", + "ATG10", + "ADGRV1", + "ADK", + "AEBP1", + "C2", + "ADO", + "ACTL10", + "ABCF3", + "AADAT", + "ADAM32", + "ARHGEF19", + "CETN3", + "AFAP1L1", + "ADIPOR1", + "ARID1A", + "ANKAR", + "AK3", + "CTXN2", + "ADAMTSL4", + "ACTL6B", + "ACAP3", + "ALCAM", + "CHRM1", + "ADGRF2P", + "BANP", + "APEX2", + "ANO7", + "ANKFN1", + "AACSP1", + "ANKRD13C", + "AP4B1", + "A1BG", + "ADAMTS8", + "ANKMY1", + "CACNA2D1", + "ANO1", + "ABHD11", + "BAGE2", + "ADORA1", + "ADTRP", + "ABR", + "ARHGEF15", + "ASTE1", + "AP5S1", + "COLEC10", + "AAK1", + "ACTL7A", + "AP4E1", + "ARID3C", + "ANKRD34A", + "AP2A2", + "ACVR2A", + "CLEC4GP1", + "APOLD1", + "AHSP", + "ACP2", + "ALPL", + "ARHGEF16", + "ATF1", + "CNPY1", + "AIPL1", + "ADAM22", + "ACTR6", + "C12orf43", + "AURKC", + "AGT", + "ACVR1C", + "ASPN", + "ACSM2B", + "ANKRA2", + "BDH2", + "CD109", + "ABRAXAS2", + "CAPN11", + "AMER3", + "CAND2", + "ADAMTSL1", + "CA14", + "ANAPC15", + "CRTC3", + "AAAS", + "BMERB1", + "C1orf216", + "ACP5", + "DHX30", + "FUZ", + "ANKLE2", + "ACSM1", + "AMPH", + "AMELX", + "AQP4", + "ARHGEF28", + "GARNL3", + "ANKS4B", + "AKAP14", + "ATRX", + "ADCY4", + "ADAM8", + "AQP1", + "ADARB1", + "ABCB1", + "ADAMTS16", + "AMHR2", + "ARMH4", + "ARHGAP32", + "ADAMTS10", + "CCDC27", + "ALDH3A2", + "AMPD3", + "ANKRD24", + "ACTBL2", + "AGAP4", + "BCL2L12", + "CDH7", + "BDNF-AS", + "AP1S1", + "CLLU1-AS1", + "BAHCC1", + "ANOS1", + "ANKIB1", + "ANKRD20A8P", + "BRDT", + "FAM225B", + "AKIRIN2", + "ARLN", + "SCTR", + "ACOX3", + "AIG1", + "A4GNT", + "CALR3", + "ANAPC2", + "AICDA", + "ATP5MC3", + "ADGRB2", + "ADGRF4", + "DAZL", + "ABCB9", + "ADIPOR2", + "CCAR2", + "C16orf87", + "BMAL2", + "ASB16-AS1", + "AHSG", + "FAM90A13", + "BCO2", + "ATAT1", + "ATP10D", + "ANKRD31", + "ADAM7", + "ACTG1", + "ANKRD54", + "BTNL2", + "ARHGEF25", + "COL11A1", + "BRI3BP", + "BPESC1", + "CHRDL2", + "ABCA3", + "AADACL4", + "ACBD5", + "ACOD1", + "APOBEC3D", + "C10orf55", + "CDKL3", + "AIF1", + "CDYL", + "AVP", + "AKAP6", + "DUX3", + "DAZ4", + "MGAT5", + "BRWD1-AS2", + "ACADL", + "ANAPC7", + "ANO2", + "ATAD3B", + "ATRNL1", + "CGREF1", + "BRS3", + "LOC654780", + "AAGAB", + "AMY2B", + "ACO1", + "CLSTN2", + "ANKRD18B", + "CHDH", + "COQ3", + "CACNA1A", + "ABI3", + "CBX8", + "BMP2KL", + "AAR2", + "ACYP1", + "ANKRD18A", + "LILRA3", + "C3orf18", + "BCAT1", + "ATXN2L", + "AKR1A1", + "ATF6B", + "GLRA1", + "ADGRL3", + "ASAH1", + "ADAMTS1", + "CASP9", + "C7orf57", + "DHDH", + "AKNA", + "AKIRIN1", + "ABCA9", + "CHRM4", + "AZGP1", + "ADGRL1", + "ABO", + "CCDC116", + "ACOXL", + "CHST2", + "ACTN2", + "TRIM42", + "DLST", + "ADGRE3", + "CENPL", + "AMDHD2", + "BCL9L", + "ANK1", + "DEFB103A", + "CHD1L", + "AFDN", + "C1orf53", + "SNORD113-5", + "ANAPC4", + "CFAP20", + "CLEC4M", + "C1QBP", + "ASB12", + "ABCD2", + "ABITRAM", + "DAPL1", + "AGBL2", + "ADAM15", + "AKR1C4", + "COL13A1", + "ADORA2B", + "CARD19", + "ACR", + "ADH4", + "PAFAH1B3", + "ADAM17", + "ANKRD20A2P", + "ANXA2P1", + "AXIN2", + "ARMCX5", + "ABCA1", + "CSNK1E", + "ADGRA1", + "ANKRD35", + "ADAMTS4", + "DRAXIN", + "ATP6V1F", + "CFAP53", + "APMAP", + "CLDN3", + "AGAP11", + "CDC14C", + "ANKRD20A11P", + "ADGRA3", + "ANXA8", + "ANP32E", + "ATP13A2", + "AGPAT3", + "ARSB", + "CNTNAP1", + "ARHGAP10", + "ANLN", + "AGO2", + "BIRC2", + "AASS", + "ADAMTS7", + "AQP6", + "ALPK3", + "ATP5PD", + "CLTCL1", + "DTX1", + "CATSPERE", + "ANKUB1", + "HRG", + "AGPAT4", + "BTBD16", + "FBXL2", + "CRTAP", + "C5", + "DUOXA1", + "APOL6", + "ARRDC1-AS1", + "AFM", + "CNR2", + "APEH", + "CBLL1", + "FANCB", + "ACYP2", + "NLRP3", + "ATP6V1G3", + "AATK", + "ARHGAP5", + "ALYREF", + "TMEM52", + "CLIP3", + "LOC613038", + "ADAM18", + "ABTB1", + "CCDC42", + "CLCN1", + "MIR302B", + "AGAP6", + "PBX3", + "CARMIL1", + "KCTD21", + "C16orf78", + "ANKRD27", + "CARNS1", + "CHRNB2", + "ARL14", + "AGRN", + "ARR3", + "C8orf58", + "MIR602", + "ASB18", + "BOC", + "CCDC146", + "CLN8", + "ACAP2", + "ACSS3", + "COL5A3", + "EPS15L1", + "BAIAP2", + "BCAM", + "CPE", + "COL4A5", + "CNTN4", + "IL1RAPL2", + "CPT1A", + "RLBP1", + "GINS2", + "CCDC144A", + "BST1", + "ADGRF1", + "ABCC2", + "BNC2", + "CLDN23", + "BBIP1", + "CPNE9", + "BCHE", + "INSM2", + "ALG6", + "EDIL3", + "PKD1L1-AS1", + "CCDC83", + "RASD2", + "EXD1", + "COL15A1", + "ARID5B", + "C3AR1", + "IFITM5", + "BDKRB2", + "AMMECR1", + "GDPD5", + "C10orf53", + "LOC646804", + "CELF6", + "E2F1", + "FABP2", + "ADIPOQ", + "APOC3", + "CDKN1B", + "BEND4", + "PADI3", + "ALKBH7", + "CRTC1", + "AMPD1", + "ATP6V1G2", + "ANXA9", + "CITED1", + "CACNA1H", + "ANKRD40CL", + "ARL17A", + "CCNK", + "THOC6", + "ACAT1", + "CFAP141", + "KCNH5", + "AWAT2", + "ABCC3", + "ATP6V1B1", + "CLDN1", + "CSMD2", + "LOC727980", + "FST", + "ASCC2", + "ACTA1", + "KCNH3", + "PRODH2", + "ASPSCR1", + "ASIC1", + "BPY2", + "CPZ", + "FGFR2", + "ARMCX3", + "ADCY2", + "BMP3", + "BMPER", + "IQUB", + "CEACAM18", + "CGB1", + "C1orf105", + "FIGLA", + "ANP32A", + "GCK", + "ADAMDEC1", + "ALDH2", + "AVPR1A", + "DUX4L8", + "CERS4", + "AP1M2", + "NQO2", + "CABIN1", + "AMBN", + "ASPHD1", + "CACNG6", + "AP3D1", + "CCDC71", + "CHSY1", + "CHPF2", + "ABCF1", + "DEFB107B", + "DNAH5", + "ATP12A", + "ATP5MF", + "AGO1", + "TACC2", + "BRD1", + "BCAS4", + "DPEP1", + "BARHL2", + "ACTC1", + "AMELY", + "ANKRD2", + "C2CD6", + "CACNA1F", + "CLCNKA", + "CHRM5", + "BZW1", + "XKR7", + "BIRC8", + "AGAP10P", + "ATE1", + "CAPNS2", + "ACKR4", + "ADRB3", + "ENPP6", + "ADGB", + "C20orf96", + "CRLF1", + "FAM90A16", + "ARHGAP12", + "ABHD8", + "HPN", + "NUS1P3", + "AMFR", + "FTCD", + "CAD", + "CFAP298-TCP10L", + "FRAS1", + "CLCA4", + "KIAA1217", + "ADGRG7", + "CAVIN4", + "CHKB", + "IER5L", + "CTSL3P", + "CORO1B", + "ARFIP2", + "ARHGAP31", + "CCNB2", + "ARPC5", + "ABCG4", + "ARHGEF7", + "ETV5", + "L1CAM", + "ATP2B4", + "FRK", + "AXIN1", + "MOCOS", + "ADRA2A", + "CSH1", + "ARHGAP8", + "DSCAML1", + "ABCB6", + "ADAM19", + "ALDH9A1", + "C1S", + "BLCAP", + "FFAR4", + "CLDN6", + "DYNC2H1", + "ANXA4", + "BLK", + "AKR1C6P", + "ACLY", + "EGFL8", + "CCL15", + "BCO1", + "CRYBB3", + "BUD31", + "AGTR2", + "MRGPRX1", + "CCDC162P", + "CATSPERD", + "ANKRD16", + "ALDH3B1", + "ASNSD1", + "NSMCE1", + "AGPS", + "CA6", + "B3GNT7", + "HDGF", + "CCHCR1", + "ARL13B", + "FAM120C", + "ANKS1B", + "CPLX1", + "AGBL3", + "KRTAP23-1", + "DLX6-AS1", + "ANKRD53", + "APOB", + "CSF1", + "GLI4", + "CBR1", + "RER1", + "CDH18", + "BPIFB4", + "ABTB3", + "GPR83", + "CCDC191", + "ADA2", + "AHCY", + "ALG10", + "APOBEC4", + "EFNB1", + "BOD1", + "AKAP10", + "CLIP2", + "ELOA3BP", + "ADIG", + "ALKBH5", + "ATP5PF", + "CEP72", + "CDCP1", + "SNORD51", + "ANXA10", + "C17orf50", + "GRAMD1B", + "BCS1L", + "APRT", + "ARF5", + "ADRM1", + "C1QL4", + "KIAA1210", + "ATN1", + "AKR7A2", + "FAM187B", + "ISL2", + "CCT4", + "CCDC152", + "COG7", + "ARMC8", + "OR8H1", + "DRD3", + "CXADRP2", + "CCDC13", + "RAD54L", + "BAGE", + "CMC2", + "COMP", + "SPIRE2", + "BRD3OS", + "CDRT4", + "EPCIP", + "ADHFE1", + "ATP5MK", + "ACTRT3", + "CCR5", + "CELP", + "ARMC7", + "AGBL1", + "TMEM171", + "ALKAL1", + "H3C2", + "ALDH3A1", + "HCRTR2", + "ALKBH3", + "CNTF", + "CD19", + "KLK2", + "C11orf87", + "DRGX", + "CDC42EP2", + "ATP2A1", + "C11orf98", + "ANKRD20A1", + "CRCT1", + "GLDC", + "LOC100131496", + "ARMS2", + "MIR524", + "CES5A", + "OR1A1", + "ADGRG1", + "CD72", + "HEBP1", + "LACC1", + "ALDH1A3", + "PKD2L2", + "ADNP2", + "NPDC1", + "AGAP9", + "CLEC11A", + "LOC647264", + "ARL17B", + "HSD11B1", + "WNT1", + "C8orf74", + "LOC729218", + "MTSS2", + "ZNF843", + "IFNA5", + "ARSJ", + "LINC00696", + "BCL10", + "B3GNT3", + "LIMA1", + "AKT2", + "CD300E", + "ASB3", + "C2CD4A", + "DNAH17", + "NXF4", + "COL18A1-AS1", + "FAAP24", + "ABHD14B", + "ASB13", + "ATOSB", + "MYL9", + "CRY2", + "ABCG1", + "OMD", + "ANGPTL1", + "KCNJ5", + "TBX6", + "CCDC144NL", + "CENPM", + "ATP6V0A1", + "LOC100130872", + "C12orf50", + "ANKRD11", + "CHRDL1", + "MVK", + "RBFA", + "FMN2", + "CSPG4", + "CA5A", + "BTNL3", + "MIR629", + "COX11", + "ARL5C", + "GPR152", + "ASIC4", + "BDH1", + "ASCC1", + "BAK1", + "CCDC7", + "ASB17", + "ARG2", + "AGPAT5", + "ADH5P4", + "BBLN", + "HENMT1", + "CLBA1", + "SNORD91B", + "CD38", + "IL22", + "TOP1MT", + "MIR141", + "DNAJC5B", + "ANXA2", + "AMH", + "CCIN", + "DNAH14", + "CNTNAP2", + "CDH22", + "BAD", + "HLA-DOB", + "MYL10", + "TRPM4", + "GPX3", + "CCK", + "CHI3L2", + "BLOC1S2", + "MIR620", + "FAM210A", + "CLK2", + "MIR1915HG", + "HLA-C", + "ATP10A", + "ELFN1", + "DDX43", + "NAV3", + "DMP1", + "AKT1S1", + "FKSG49", + "C2CD4D", + "ARHGAP35", + "OR8G2P", + "CBLN1", + "MPV17", + "DSCR9", + "GAS1", + "ARHGAP19", + "GEMIN4", + "LRP3", + "ADRB1", + "ARRDC5", + "AUNIP", + "CDK9", + "MIR548Q", + "CHRNB1", + "ADAMTS5", + "ASIC5", + "CD4", + "EPHA2", + "COX5B", + "EXOSC2", + "CDK5RAP1", + "FAM219A", + "LZTS1", + "C1QA", + "KCMF1", + "CYP4Z2P", + "PNKD", + "SPACA5", + "ATL3", + "BPHL", + "BABAM1", + "DNHD1", + "MUC15", + "ERICH4", + "ADPRH", + "PBLD", + "GCC2", + "ADCYAP1R1", + "CDK3", + "APOH", + "AKR1C1", + "FAM87A", + "BPI", + "CLEC12B", + "CABP5", + "AZU1", + "ADAMTS3", + "CLHC1", + "FGFR4", + "ARHGAP9", + "ACOT11", + "CAPN14", + "DNAJC17", + "MAP1LC3C", + "LYSMD4", + "ASIC2", + "APOE", + "BAZ2A", + "CNGA4", + "ADCY7", + "ADGRD1", + "INO80C", + "ADSS2", + "MIR494", + "RCN3", + "HOXA11-AS", + "BAG3", + "DANCR", + "CCDC148", + "EML5", + "ACTR3B", + "RCN1", + "CCNQP1", + "CCDC144CP", + "CASK", + "BORA", + "ALS2CL", + "ATP1B1", + "C1orf146", + "DERPC", + "BTNL9", + "H2BC21", + "C11orf16", + "EIF4ENIF1", + "MIRLET7C", + "CD101", + "C2orf15", + "AGK", + "GMDS", + "GRHL3", + "CEP63", + "LCE4A", + "ERCC6", + "ODAD3", + "KRCC1", + "CHAT", + "AFG2B", + "KLK5", + "CD177", + "ENTR1", + "CCNB3", + "TMSB15A", + "FOXF2", + "DBX2", + "EMID1", + "NR2F2", + "CTIF", + "LDLRAD3", + "CDH16", + "BMP1", + "EME1", + "PPIL6", + "GABRB1", + "COMMD7", + "ARIH2OS", + "HNF1B", + "CSPG5", + "ANKRD22", + "ADD3", + "ATG2B", + "DNAI3", + "ZNF607", + "B3GNT5", + "CD180", + "GDF9", + "AIFM1", + "HAS1", + "KCNA1", + "ARL8A", + "FAM90A20", + "C12orf76", + "DMWD", + "GNRHR2", + "ADAT2", + "AP1G1", + "CFHR1", + "AGL", + "DDX56", + "ADAM10", + "C1GALT1", + "DHRS3", + "LIMD2", + "DEFB130A", + "SFMBT2", + "BHLHE23", + "CLIC4", + "HOXD10", + "CPXM2", + "AQP11", + "ATP1B2", + "FILIP1", + "ARSK", + "GCOM1", + "FAM90A19", + "NCK1", + "CSNK1A1P1", + "PHLDB1", + "C1orf21", + "CCDC85B", + "CAPN3", + "CSNK1A1L", + "SAMD13", + "APEX1", + "ADSS1", + "MIR455", + "CDC40", + "CIAPIN1", + "ARHGAP29", + "FAM120B", + "ATP1A1-AS1", + "GJA4", + "OBSL1", + "AGTPBP1", + "BBS10", + "CAMTA2", + "TBPL2", + "LTC4S", + "NWD2", + "ADGRB1", + "CDCA2", + "KRT81", + "LRRC36", + "MRPL9", + "HDX", + "CALML3", + "GIP", + "ADGRG3", + "CRISP3", + "ALOX5", + "CDRT15P1", + "BNIP1", + "DIS3L", + "CDC42SE2", + "AASDH", + "DEFA6", + "ADGRG5", + "BAZ1B", + "PRSS37", + "BICDL2", + "IL19", + "LOC151760", + "RIN1", + "MAGEA2B", + "CEP135", + "ASCL4", + "NMU", + "CDK15", + "MIR29B1", + "ASB5", + "ECE2", + "DMAC2L", + "IRX5", + "GRM4", + "COQ4", + "F10", + "ART5", + "DRD1", + "B4GALNT3", + "CCM2", + "DISC1", + "ATP6V1E2", + "ACSL6", + "COL26A1", + "GLYAT", + "GATA1", + "CLPSL2", + "KANK1", + "MIR761", + "MFSD5", + "FABP5P7", + "RBP1", + "CREBL2", + "FGF17", + "SUPT16H", + "PRSS53", + "CARD11", + "C1QL2", + "CXCR3", + "OVGP1", + "RIMBP3C", + "DPEP3", + "SPESP1", + "ARHGAP11A", + "AGXT2", + "C2orf78", + "MRPL34", + "SVOP", + "LTB4R", + "CYP4Z1", + "C3", + "BCL7B", + "UCK2", + "ACTR1A", + "PPARA", + "MMP15", + "BCAR4", + "CEMP1", + "BHLHA15", + "LIN54", + "GGT7", + "LAMB2", + "SNORA25", + "INSM1", + "CDK8", + "AHSA2P", + "BOLA3", + "BBS4", + "RBMY1A1", + "PAGE1", + "PBK", + "SNPH", + "NEURL2", + "DCUN1D2", + "BMX", + "LRRC32", + "ADAMTS20", + "NR0B2", + "NMRAL1", + "CNTROB", + "DCAF8L2", + "BIRC6", + "FAM170B", + "ACSS1", + "DOK5", + "AMZ1", + "CCKAR", + "CBLL2", + "ARMC3", + "IL6ST", + "ADAT1", + "AMN1", + "OR4S2", + "PRPF38B", + "SPACDR", + "ELMOD2", + "BARX2", + "CD209", + "ADRA1B", + "MRO", + "MMP8", + "ELP5", + "AFF3", + "EHD3", + "SNORD119", + "ARMCX5-GPRASP2", + "FAM3A", + "RENBP", + "BIN1", + "PGAM1", + "CECR2", + "HRNR", + "ZNF454", + "AMER1", + "IL12RB1", + "ANGPTL7", + "COX14", + "CCP110", + "HOXD9", + "PCDHGA4", + "TP73", + "ALDH1B1", + "ARNT2", + "C3orf38", + "CENPU", + "CCNF", + "ADORA2A", + "COMMD4", + "CLTC", + "ATP2B2", + "BAG6", + "AMMECR1L", + "MRPL28", + "PCDHGB8P", + "DRC12", + "CRMP1", + "CYP2F1", + "ATF2", + "ANGPTL4", + "PNMA8B", + "CXorf65", + "NRXN2", + "HCG27", + "AKAP11", + "CHRNB3", + "BTN2A3P", + "H2BW2", + "CCL17", + "GAD2", + "DACT2", + "ARMCX1", + "RRH", + "CTPS2", + "CYP39A1", + "LOC727884", + "BAG4", + "CUL3", + "BTG4", + "SCGB3A2", + "BLVRB", + "OR5I1", + "DYRK1B", + "DEFB131A", + "MARK1", + "LCE1E", + "CFAP61", + "STX5", + "RNF185", + "APRG1", + "AJM1", + "INO80", + "GTF2A1L", + "DGCR2", + "PPM1H", + "AEBP2", + "ATP2A3", + "GIGYF1", + "CALHM1", + "MECR", + "IL12B", + "LOC402279", + "HDHD3", + "XAGE3", + "LAMB3", + "ARRDC2", + "CD207", + "APOL2", + "CRTAM", + "LOC653303", + "C6orf118", + "APOOL", + "CIMAP1D", + "CNTN6", + "WDR48", + "JAG1", + "MAGEB3", + "DPPA2", + "CIBAR1", + "B3GALT5-AS1" + ], + "Coefficient": [ + 0.04185153264886843, + 0.03526824525090676, + 0.03253204126762868, + 0.032384202410703396, + 0.03235401646238712, + 0.02776282098082729, + 0.027294754395359208, + -0.026428135023755368, + -0.026412734483094065, + -0.025997274267223598, + -0.024893927371793377, + 0.024847663124045644, + 0.024578471385718347, + -0.024360549819575424, + -0.024248497951802624, + -0.02391184154481109, + -0.023622787673797302, + -0.023543803959121874, + 0.023336108392535127, + 0.022775352507859385, + 0.02270546581555, + -0.022580026307430952, + 0.02247088787893918, + 0.02244748066880405, + 0.022117255836615505, + 0.022109225681574318, + 0.02197103731242348, + 0.021480451995319026, + -0.021096468409235458, + -0.02051263798896447, + -0.020065769249385846, + 0.01912083296768178, + 0.018811087300072228, + -0.01874901999648091, + 0.018744033743459725, + -0.01862250850849358, + -0.018281756183398352, + -0.018011608144798612, + -0.0176080751040552, + -0.017590078720705733, + 0.017443722329833163, + -0.017385356213439826, + -0.017355478526750106, + -0.017234081689006277, + 0.016885893350153915, + -0.01652682246361239, + 0.01585615982769071, + 0.01584665540489971, + 0.01579005163036358, + 0.015497845688821394, + 0.015445423714874977, + -0.015191841372063582, + -0.015046511786233433, + -0.014905831149583253, + -0.014859940579188506, + 0.014754763738203287, + -0.014045251979144099, + -0.013978897081752482, + -0.013864285369032043, + 0.013751017449852968, + -0.013609319211529844, + 0.013573354445509207, + 0.013449661012890612, + -0.013310533263095213, + 0.013136641758257859, + 0.013110062522166867, + 0.013050185775258339, + -0.012962546188177501, + -0.012778798252479427, + 0.012718415093443307, + -0.012703705265740642, + 0.012687748574657463, + 0.01268300316054972, + -0.012536164697928063, + -0.012311331683609704, + 0.012286419582058632, + -0.01226723552051674, + 0.01222045568463089, + -0.011950685049752696, + -0.011922199648076951, + 0.011809676186701566, + 0.011649458098632435, + 0.011525698622680177, + 0.011491022019154248, + -0.011489675635873293, + 0.011467044716718132, + 0.011375777505727103, + 0.011277348217309326, + -0.011189474567859247, + 0.011165971766604088, + 0.01095313901472338, + -0.01087669952534577, + 0.010851289899601371, + -0.01082565279386737, + -0.010791312071124572, + 0.010772517771698149, + 0.010677886705994887, + 0.010383264591313645, + -0.010341395529704188, + 0.010302186026732356, + 0.010217177398282968, + -0.010216876035044597, + 0.010143909957303012, + 0.010038907585144695, + -0.009783781799825251, + 0.00973224490664341, + 0.00966813972210585, + 0.009572894173611731, + -0.009566990351725152, + -0.00952931902193334, + -0.009460813149882208, + 0.009453808367143593, + -0.009415367041619774, + -0.009407493257154134, + 0.00939343698000596, + 0.009370546308701029, + -0.009270932407852567, + 0.00923440532772348, + -0.00919846853901219, + -0.009106687933734075, + -0.00910046275748509, + 0.009062386151703967, + -0.008993297358491047, + -0.008971333215028476, + 0.008830715413197802, + 0.008823145236159381, + 0.00875914463765091, + 0.008758160469950043, + -0.008647424571503227, + 0.0085809473913793, + -0.008577692806784437, + 0.008571786330412853, + 0.00855374913608755, + -0.008519493112012645, + -0.008460715406554032, + -0.00843890847105061, + 0.008403510389618013, + -0.008386804410936036, + -0.00836533879055317, + 0.008323413255944413, + 0.008289771168510228, + 0.0082645717001049, + -0.008244499986913309, + -0.008215547614138516, + 0.00815154907964672, + 0.007961172907197707, + -0.007942603021265314, + -0.007877861736187292, + 0.007876808701078085, + -0.007847089398143837, + -0.007831414416530957, + -0.007810831344347551, + -0.007702727470812548, + 0.007658812155476478, + -0.007654595608962103, + 0.007615571089070559, + -0.0074843492698395365, + 0.007467759232404601, + 0.007415831607983626, + 0.007402022895258108, + -0.007396001513902706, + -0.007373621886723665, + 0.007314629102327297, + 0.007296842877115721, + 0.007269702702747267, + 0.007204610048028037, + 0.007182137019007917, + -0.00716282799368892, + 0.007158177117556525, + 0.007086657130748246, + -0.007077674837353252, + -0.00707450291025658, + 0.006936950052374748, + 0.006817643160921193, + 0.006751721109381782, + -0.006741060520364913, + 0.0066691651136182185, + -0.006566306019251587, + 0.006495745545513849, + 0.006475018243192652, + 0.0064738689528403975, + 0.006432672153072854, + 0.0063984964390456705, + 0.006394782595553466, + -0.0063340773846917294, + -0.006333442115633924, + 0.006312418762388211, + 0.006312169323715298, + 0.0062890840728976076, + 0.006242253354584565, + 0.006218759860954001, + -0.006189782535660372, + -0.00615341793445765, + -0.00611582922511256, + -0.006084557855881, + 0.006054425899547395, + 0.006005784694696803, + -0.00598473251714433, + -0.005961812163721744, + 0.005937616474177763, + -0.005932743934150525, + -0.005904818286623379, + -0.0058817541248882155, + 0.005834551047289187, + 0.00579683357778753, + 0.005763305628238963, + -0.005762601623568904, + 0.005752599607514256, + -0.005683188180071435, + -0.005679552556246365, + 0.00566521512452995, + 0.005640318759361171, + 0.005636710499448171, + 0.005634571466120071, + 0.0056187532724253485, + -0.00560602585951864, + -0.005600986562473238, + 0.00555577892400733, + 0.005555623676676593, + -0.005434091550033313, + -0.005408713895322793, + 0.005367829552767541, + 0.005336774557765523, + -0.005196894139459339, + -0.0051937068186464945, + -0.00512659315312156, + 0.005104976939541313, + -0.0050893531817689415, + -0.005080401441947917, + -0.005071653133056301, + 0.005017053576513354, + -0.005008130850758848, + -0.00498141056761428, + -0.0049447050317648605, + 0.004834746282821059, + -0.004774152189728642, + 0.004742543135670095, + -0.004701871054930475, + 0.004663553257044384, + -0.004639900093665328, + -0.004637748784654288, + -0.004630957706359332, + 0.004616276925202532, + 0.004614926605395075, + -0.004613996421747818, + -0.004581426142421247, + -0.004578396511067248, + -0.004570633246074475, + -0.004556076821237519, + -0.004502396074339147, + 0.00449803453962385, + 0.004496460023394357, + -0.004485946135097199, + -0.004473861559858189, + -0.004458027231139733, + -0.004438769515235982, + -0.004429074889755444, + 0.004373662469779468, + -0.004371135182329192, + -0.004346063772303826, + 0.004345898898859086, + -0.004343518182464787, + 0.004338904229726563, + 0.004335378928195307, + -0.004327772504981732, + 0.004323680147976541, + -0.004294667604853022, + -0.004268502393462241, + 0.004255236288240337, + -0.004243067717905429, + -0.004233752655215815, + -0.004231615439577768, + -0.004211834268640663, + -0.004168553754081225, + -0.004163364795625406, + -0.004141175853953463, + -0.00414103310444367, + 0.004134655690790929, + -0.004126501841484826, + 0.004115629316491676, + -0.0041087029404644135, + 0.004106427959513622, + -0.004095865484826239, + 0.004092280174036348, + -0.004091631994892484, + 0.0040680052015891685, + 0.004065093925587428, + 0.00404152743169342, + 0.004036829438657356, + 0.004011376810951411, + -0.003997905603045381, + -0.003957479230367634, + 0.003955156099948025, + -0.003925001615876172, + -0.00387458971641753, + -0.0038694146553150924, + -0.0038484506930114857, + -0.0038401283307486836, + -0.0038297924398506718, + 0.0038197987124555946, + -0.0038080824110903436, + -0.0037940524546490207, + 0.003791632056734015, + -0.00377967369327754, + 0.0037726873736117815, + -0.0037374415517079803, + -0.0037364526224608423, + -0.003725552883030531, + 0.003720918561753228, + 0.0037182899037889287, + 0.0037152574997577495, + 0.003710961858490231, + -0.003710022305660457, + -0.0036810004779328897, + -0.003645350760145938, + 0.003641898215991898, + 0.003613942409799618, + 0.003608398825855988, + 0.003604120692378215, + -0.003591848822603945, + -0.003586120027365701, + 0.0035694797916536293, + -0.0035575754492862964, + 0.0035473253605786317, + -0.0035455903866250644, + -0.0035275618255129998, + -0.003526922117492626, + -0.0035180688980143817, + 0.0035118880300890965, + -0.003511725154120957, + 0.0035064463591074776, + -0.0034990488713685835, + -0.003487987187398555, + 0.003480370460448379, + 0.003470804046533625, + 0.0034530916802841803, + 0.0034383174720798333, + -0.0034010062199571734, + -0.003400401462026476, + -0.003384857250268185, + -0.00338275956199451, + -0.0033806835849958497, + -0.0033784898238591187, + 0.003360393450328585, + 0.00335559207955703, + 0.0033437965325549463, + -0.0033356955585193714, + 0.003333230546422565, + -0.003328617845093469, + -0.003318537323337157, + -0.0032873960284720803, + 0.0032739413983437493, + 0.003266552167188713, + -0.0032392156013826604, + 0.0032169087758582627, + -0.003170184150839484, + 0.0031639498123718604, + 0.0031585961488601907, + -0.003137493107089578, + 0.003126265868755822, + 0.0031244457624587853, + 0.003111450200260506, + 0.003107310877782939, + -0.0030976336327007263, + 0.003095233535888649, + -0.0030915477285855344, + 0.0030851615234316876, + 0.003074484739423704, + -0.0030702956926000084, + 0.003069206038390952, + -0.0030675745138183715, + 0.003050978475674234, + 0.003043798012386664, + -0.00303098870023452, + 0.003020144614044632, + -0.0030080602689396578, + 0.003006458954137824, + -0.003002805826078194, + 0.0029968180672846753, + 0.0029896109234119005, + 0.0029711364565032177, + -0.002961054225517886, + 0.0029607964769843556, + 0.002957049685156157, + -0.002934891592569, + -0.002932821385315364, + 0.00293094731655109, + -0.0029144472051397833, + 0.002898330683096887, + 0.0028736890733386147, + 0.002849557147554182, + -0.002829789617388673, + -0.002822973848620723, + -0.002806669631388307, + 0.002796909754819908, + 0.0027959201293846236, + 0.0027676812567342434, + -0.00276138192694742, + 0.0027528136425949688, + 0.002716717202682058, + 0.00271571107941986, + -0.0027146974117053264, + -0.002685523661360234, + -0.002673390111058812, + -0.0026500928438016693, + -0.002647825104475538, + 0.0026413353188624407, + -0.002640881244834126, + 0.0026283255874071723, + -0.002624405838687875, + -0.002623245755927567, + 0.0026035233614601105, + -0.002596636140309412, + -0.002586526877635687, + -0.0025630068243371338, + -0.002535559275088256, + 0.0025142914496178886, + -0.0025139829957002814, + -0.002494926447552808, + 0.0024923878146586834, + -0.0024574401066579966, + -0.0024521144541968846, + 0.0024511091418074446, + -0.0024446621570728216, + -0.002440673883967914, + -0.00243402197321866, + 0.0024339850477655797, + 0.0024321086791367613, + -0.0024152615510371193, + -0.0023834218848455165, + 0.0023780501613037556, + 0.002361507307401727, + -0.002346065528530671, + -0.0023455607996703902, + -0.002339403498475741, + -0.002330689919478989, + 0.002330176908527878, + 0.002324671842101052, + 0.002319862049709703, + 0.002312724251881793, + 0.0023084821393578874, + -0.0022661509996676262, + 0.002258784937220102, + 0.002246581679251127, + -0.002237872119884095, + 0.0022377736515509067, + 0.0022374493881475413, + 0.00223733603286116, + 0.0021877032299179844, + 0.0021715151535145055, + -0.0021702289227142125, + 0.0021692417277148707, + -0.002163430510170555, + 0.002153649161933178, + -0.002135472932880775, + 0.002132869719720953, + 0.0021164654860601163, + 0.0021082663534334107, + 0.0021059455351648674, + 0.002104394329965828, + -0.0021014174158352156, + 0.0020973352333243395, + -0.0020969489002093987, + 0.002094120675253621, + 0.0020854147992969965, + 0.0020639489202250397, + -0.002058240926475188, + 0.00205472816160025, + -0.0020521014413560352, + 0.0020367949541854114, + -0.0020344816404532823, + -0.0020291766786552697, + 0.002011542510245239, + 0.00198021674382159, + -0.0019618494589696256, + 0.0019616936043542715, + 0.001955930947053583, + -0.0019381519031467138, + 0.0019353406578218294, + 0.0018939953771122578, + 0.0018932478256158875, + 0.0018925355689264592, + -0.0018835145446947105, + 0.0018770160340685004, + -0.0018659911865333589, + -0.0018654320667719927, + -0.0018518001729665025, + 0.0018415139642302101, + -0.0018347132070672017, + 0.0018297089041486101, + 0.0018222149192680353, + 0.0018150734686478269, + 0.001811763750906409, + 0.0018005924517160764, + 0.001798530989904007, + 0.0017920928952333604, + -0.0017907888657411513, + 0.0017886558158665676, + -0.0017845374506203415, + 0.0017753547446516715, + -0.001759170902863177, + -0.0017328760948719444, + -0.0017312347894708835, + -0.0017301726854708215, + 0.001727969276486866, + 0.0017247299572699948, + -0.0017220613121181664, + -0.0017143479366403865, + 0.0016960390728745325, + 0.0016939321753553197, + -0.0016866478095270085, + 0.001684949413937405, + -0.0016815756171849987, + 0.0016747105206943174, + -0.0016738143597798411, + -0.0016734965866336425, + -0.0016614444285824865, + -0.0016586790201636315, + 0.0016580629804950346, + 0.0016548104962555061, + 0.0016530816680908687, + 0.0016525459084419211, + -0.0016504159360888739, + 0.0016493242135259135, + -0.001642345876340535, + 0.0016408391288037746, + -0.0016396604746860344, + 0.0016274497978921493, + -0.001618885641409604, + 0.0016163774103691154, + 0.001614196134024204, + -0.0016051313277372044, + 0.0016050560729396752, + -0.0016010980297165368, + 0.0015993003238946213, + -0.0015906283056303923, + 0.0015905612699575425, + -0.0015900280523680219, + 0.001581347939316914, + -0.0015801606913710766, + -0.0015792717749404757, + 0.0015706653922981026, + -0.0015581624423511937, + 0.00155578864439815, + -0.001551059962711288, + -0.00153795974623962, + -0.0015319401937714094, + 0.0015212078647087932, + -0.0015030466808135803, + -0.00150132207056896, + 0.001498470812490033, + 0.0014872426272882111, + -0.0014788512590707445, + 0.0014752703829970417, + 0.0014745533379214922, + 0.0014727295519093222, + -0.0014702455863508316, + -0.0014657887962009188, + 0.0014565901514707485, + 0.0014524324342067736, + 0.0014467999638598254, + 0.001446277894395866, + -0.0014392372462252725, + -0.0014385194772821562, + -0.0014187653349196762, + 0.001417348411554685, + 0.001416211449303646, + 0.0014155510164320841, + -0.001411908414926287, + -0.0013929795949086925, + -0.0013909219986017213, + -0.0013812166454703252, + -0.0013746670874462538, + 0.0013730665217484954, + -0.001370723367579591, + -0.0013677142071461532, + 0.0013655638813457843, + 0.0013611355145647297, + 0.0013550514209609828, + 0.001349940120040937, + 0.0013492093634467066, + 0.0013463332520692452, + -0.0013453322799862853, + 0.0013448307264294238, + -0.0013415664910096546, + -0.0013411854823014077, + -0.0013320289688638217, + -0.0013307173554660654, + 0.0013287347342196415, + 0.0013199858366444257, + -0.0013132800342722174, + 0.0013123960941221198, + 0.00130952521217326, + -0.0012982159122707283, + 0.001296657382519942, + -0.0012919426022660076, + 0.0012915732707462998, + -0.0012768116232859043, + -0.0012758067055383226, + 0.0012725034029515176, + -0.0012626269276852316, + -0.0012612212118043964, + -0.0012593139879222802, + 0.001252248482550358, + 0.0012515815513448392, + 0.0012513569500633799, + -0.0012500340512676606, + 0.0012330916363874648, + -0.0012282010855527502, + -0.0012281693869717165, + 0.0012223356974388677, + -0.0012210282524405746, + -0.0012173058075215495, + -0.0012158977072131273, + 0.0012114698328457123, + 0.001205648093062518, + 0.0011989020959621802, + 0.0011986664677293938, + 0.0011911236411551308, + -0.0011887128279139821, + 0.0011842213324326151, + 0.001183217345042981, + -0.0011789432811915245, + -0.0011772737606347368, + -0.0011766960264557175, + 0.0011698029739909894, + 0.0011677393347680211, + 0.001166100842375708, + 0.0011617653470833394, + 0.0011574395667736073, + 0.0011422596897333116, + 0.00114133298047913, + 0.0011367231536858363, + -0.0011363431330950924, + -0.0011336054138494796, + 0.0011262762776088134, + -0.0011153042034181924, + 0.0011146820877132003, + -0.0011136180343959085, + 0.0011015623416539462, + 0.0010997879764273193, + 0.001096293161661041, + -0.0010893799374217293, + 0.0010885179008167593, + -0.0010865784129342215, + -0.001077979772425859, + 0.001076699957588158, + 0.001072100389885847, + 0.0010669139824159694, + -0.0010667966224353275, + 0.0010607809040869731, + -0.001056523240396394, + 0.0010494657998387134, + -0.0010448622243925349, + -0.0010423926274958732, + -0.001038624112825196, + -0.0010271175085724612, + 0.0010195412168160398, + -0.0010156781276398367, + -0.0010156402713708307, + -0.0010103511454891932, + -0.0010087045050034466, + -0.0010017483986222437, + -0.0010016395711362513, + 0.0009943575889357365, + 0.0009940289841620952, + 0.0009938677957949012, + 0.0009935278591813356, + -0.0009902356950580206, + 0.0009887962583353205, + 0.0009867088117580193, + 0.0009845593763051508, + 0.0009801994459855004, + -0.0009755931012473771, + 0.0009752460030850279, + 0.0009738592763805491, + 0.0009581305654665474, + -0.0009575650893353433, + -0.0009535558235895439, + -0.000946448417759394, + 0.0009452615469737816, + 0.0009444960115291428, + 0.0009378323285281932, + 0.0009372911779819004, + -0.0009360745683702467, + -0.0009350278070926912, + -0.0009300579579059607, + 0.0009298976176222236, + -0.0009268431414392152, + -0.000922740712275624, + -0.000920690846525122, + -0.0009079514391887945, + -0.0009067047661304257, + 0.0009042070600893046, + 0.000902522243723751, + -0.0009022375598752957, + -0.0008982400926200009, + 0.0008974552864577107, + -0.0008866350097597571, + 0.0008830075656088159, + 0.0008817966497285856, + -0.000863771973868231, + 0.0008629962267573799, + 0.0008593394435398356, + 0.0008592311518205184, + -0.0008534256146343174, + 0.0008467292644156508, + -0.0008455184526294157, + 0.000843175787107955, + 0.0008313866008686017, + -0.0008302401065636349, + -0.0008301134247666643, + 0.0008211121195146716, + 0.0008187403801938297, + -0.0008181376295949771, + 0.0008175287014234487, + 0.0008121828616024675, + 0.0008069985893383375, + 0.0008043735037042125, + 0.0007991310773521575, + 0.0007955574288778664, + 0.000791915397360308, + -0.0007906231417372316, + 0.0007892973599474714, + 0.0007887750836294667, + -0.000787593884828185, + 0.0007856126798215728, + -0.0007816015005413908, + -0.0007804562684140731, + 0.000775973107109752, + 0.0007712663182722015, + 0.000770805373984228, + 0.0007677176541869098, + 0.0007675619760804531, + -0.000767281207147727, + -0.0007656027919785412, + 0.0007616994253153902, + -0.0007588412657997915, + 0.0007536209560464078, + -0.0007503607830455788, + -0.0007480039373325633, + 0.000743183404680613, + -0.0007426738978806368, + -0.0007423251700062425, + 0.0007384069739976573, + 0.0007375746060907923, + 0.0007352955986227829, + 0.0007351457452459641, + 0.0007273793932099158, + 0.0007232746054940467, + 0.0007159480221291066, + -0.0007128885898745184, + -0.0007127602450859086, + 0.0007108559920839797, + 0.0007031909190958216, + -0.0007023991763812511, + 0.0006956531799764169, + -0.0006937735531163476, + 0.0006929312416566052, + 0.0006913383578386655, + 0.0006882862945766932, + 0.0006873282766827313, + 0.0006840593554454359, + -0.0006816125633227257, + 0.0006810757329218077, + -0.000679713424214692, + -0.0006791171551582395, + 0.0006780414640670916, + 0.000676833012296029, + -0.0006740716635147433, + 0.0006693508643396657, + 0.0006677744548886777, + -0.0006617120589083566, + 0.0006579214363235264, + -0.0006574676376948657, + 0.0006515853036635653, + -0.0006405525320965335, + 0.0006372367658757846, + 0.0006368119727200915, + 0.0006336352035672951, + 0.0006324210725658352, + -0.0006308112927592144, + -0.0006296197016625453, + 0.0006252478624514953, + -0.0006242546704704445, + 0.0006235502175570066, + -0.000623206730298617, + -0.0006225193376997978, + 0.0006212417119449118, + -0.0006199924413162145, + -0.0006188600487079575, + -0.0006183743951972218, + 0.0006176677109393189, + 0.0006170590986305019, + -0.0006119605267728148, + -0.0006103829228769979, + 0.0006076781416929892, + -0.0006050365617104421, + -0.0005882787202782627, + 0.0005829480428234566, + 0.0005809527784988091, + 0.0005766824567705203, + 0.0005732482173119414, + 0.0005703460669893405, + 0.0005679186020671927, + 0.0005650337037368796, + -0.0005587051429499158, + 0.0005586465974087783, + 0.0005571857298850594, + -0.0005474144931870024, + 0.000544851382263477, + 0.0005424625290200222, + -0.0005419664844255643, + 0.0005412245335605964, + -0.0005392036768349037, + 0.000538713224566569, + 0.0005380675735612861, + 0.0005333508425173257, + 0.0005308198738896024, + -0.0005302548968044238, + -0.0005264091386791764, + -0.0005259750126691543, + 0.0005212542126553882, + -0.0005211290755907428, + -0.0005191635952537907, + 0.0005186289884942179, + -0.0005098929692997539, + 0.0005092876317675585, + 0.0005040670039238573, + -0.000503520117068105, + -0.00050112821577891, + -0.0005001920644971519, + 0.0004960413092659863, + -0.0004930742719523285, + 0.00048731614190406387, + -0.0004862903701365807, + 0.0004811515232935489, + 0.00047749851629956644, + 0.00046460102558582483, + -0.0004630277311466294, + -0.00046139565794652904, + -0.0004445216279118027, + -0.0004430677986449622, + -0.00044255128118035565, + -0.000441686091011862, + -0.00044162949251981445, + -0.00043720673971101254, + 0.00043014839398490724, + 0.0004295844555548234, + -0.0004291281253488889, + -0.0004278128604688197, + 0.0004277153521602079, + 0.00042444668967222887, + -0.00042051847497888184, + -0.00042021376693550844, + 0.0004191093656953275, + -0.00041351163049928487, + 0.0004127427526827463, + -0.0004116570639531882, + 0.00040810551617931774, + 0.00040695731237474, + 0.00040669235754392475, + 0.00040468782596452983, + -0.0004039825289641609, + -0.0004030064407427745, + -0.00040227568040638955, + 0.0004017316041041397, + 0.0003923930578992276, + 0.0003921063212986953, + 0.00039180930987719385, + -0.0003885142875329334, + 0.00038795583685575954, + 0.0003873991925974414, + -0.00038648037830501706, + 0.00038236765562184126, + -0.000381216752092496, + -0.00037885141909965226, + -0.0003787735713196221, + -0.00037778615490151253, + 0.0003728709583963166, + 0.00037084398151422497, + -0.00036847122424648574, + -0.00036839889177829843, + -0.0003639399291685606, + -0.0003633591617750864, + 0.0003626964629628703, + -0.0003610186511603692, + -0.00035961849798210783, + -0.00035910331027511245, + -0.00035851154625173265, + -0.0003574257679166243, + -0.00035689995527612924, + 0.0003550587105051706, + -0.0003548718502901361, + 0.0003526458280295613, + -0.0003526030243958842, + 0.00035176497760017075, + -0.0003516231977434347, + 0.00034993753264055583, + 0.00034772456653708644, + 0.0003415174545539229, + -0.0003372096954622875, + -0.0003371262963148279, + 0.0003301091926476954, + -0.0003297326360347885, + 0.00032910295696952907, + 0.00032764080447326787, + -0.0003266533546977272, + -0.00032176658065106946, + 0.0003189434651790152, + -0.0003183374870445385, + 0.00031765005302480557, + -0.0003164609208044463, + -0.00031341108524904777, + -0.0003122673610574066, + -0.0003119836090229881, + -0.00031190789620395794, + -0.0003097921413593729, + 0.0003096945249914966, + -0.0003055907145245413, + -0.0003044467536794018, + 0.00030225895307140193, + -0.0002997552505880113, + 0.00029837585911637735, + 0.00029072199004272805, + -0.0002906788121017458, + 0.00028917954806344134, + 0.0002890337971662849, + 0.0002872470113546402, + -0.0002871607434696481, + -0.0002869351784266692, + -0.0002869019893990704, + -0.00028381002187426434, + -0.0002777745681788415, + -0.0002735242224237274, + 0.00027312368062298354, + -0.0002715383442183354, + 0.00026784252436212925, + 0.0002673927289099371, + 0.0002665676801754627, + -0.0002663641398389731, + 0.0002660784562898476, + 0.0002653344908388889, + 0.0002582491200735596, + 0.0002517999326369609, + -0.00025006299982989407, + 0.00024945070840451345, + 0.0002483446428997688, + 0.00024710200136717804, + -0.0002470524877489074, + 0.00024175746365083178, + -0.00024036345794101565, + 0.00024035395661111815, + -0.00024010730019601479, + 0.00023970707245974608, + 0.0002385894386064347, + 0.00023525327164446928, + -0.00023378668003723989, + 0.0002336715394777848, + 0.00023347638313447544, + -0.00023334807728633044, + -0.00023113899879285808, + -0.00023104279202596002, + 0.00022963688877702994, + 0.00022949817569149818, + 0.00022892228355034992, + 0.00022596314264561256, + 0.00022281166928067152, + -0.0002198637692748593, + -0.00021489998772611062, + -0.00021409485334345356, + 0.0002125661071198315, + -0.00021151331214327274, + 0.00021113425941748012, + -0.00020791701432150425, + -0.00020741302822376747, + 0.00020472736947503963, + 0.00020468488597814773, + 0.00020403293918280348, + 0.00020330565589279074, + 0.00020279797191188325, + 0.00020216384036765716, + -0.00020164718083564486, + -0.00019922095300232355, + 0.00019828917720104153, + 0.00019819537582757053, + 0.0001958559308747886, + -0.0001936717310111265, + 0.0001927665407428544, + 0.0001912256783077565, + 0.0001901545849330813, + -0.0001882958165237638, + 0.00018517617020642348, + -0.00018477996140295143, + -0.00018458505921416994, + 0.00018457059900127523, + -0.00018327012341826817, + 0.0001828150650245427, + 0.0001823923067758555, + -0.00017719466456597374, + 0.00017679778204624503, + -0.0001766396403071248, + -0.00017463176231786561, + 0.00017295698898456174, + 0.00017203883661878562, + 0.00017182747638755722, + 0.00017001127225509005, + 0.00016976870768159195, + -0.00016950276652052772, + 0.00016755278581536678, + 0.00016689147915092552, + 0.00016499164810432725, + -0.00016387280005126056, + -0.00016023540952345613, + -0.00015884268977236788, + 0.00015643494690602999, + -0.00015319432257886845, + 0.00015246473428686346, + -0.00015136237153986627, + 0.00015084941370946845, + -0.00014782977902654324, + 0.00014614776739736368, + -0.0001460991389456381, + -0.00014524276014576387, + 0.00014428168533547049, + -0.00014385986383976695, + -0.00014266575690563806, + 0.00014176243457769995, + -0.00014080095524107543, + -0.0001401927348079459, + 0.00013968256747391567, + 0.00013669357314005534, + -0.00013507254049054598, + 0.00013479276725174345, + -0.00013219151522318997, + 0.00013057466001273235, + -0.00012835167998907123, + -0.0001262185511524516, + -0.000126142213617763, + 0.0001260940549134848, + -0.00012331957650806635, + -0.00012145114920328039, + 0.00011901003514076377, + 0.00011874276957275349, + -0.00011753072856331162, + -0.00011570482230971055, + 0.00011529253106718209, + 0.00011518940271137646, + 0.00011499053192920912, + -0.00011484941469412778, + 0.00011396435230792202, + 0.00011303361543516995, + -0.00011106269872157012, + -0.00011013468703142273, + 0.00010904529779926707, + 0.00010876915488301738, + 0.00010872873475220822, + -0.0001086466218482579, + 0.00010798643508732715, + -0.00010782890980494485, + -0.00010593108179325123, + 0.0001055426638897635, + 0.00010527651503327097, + 0.00010489517731305374, + -0.00010361900744633223, + -0.00010350968575678635, + 0.00010323615648561647, + -0.0001026695193060894, + -0.00010224085010461958, + 0.00010184595947971936, + -0.00010182869369721907, + -0.00010153224646821043, + 0.0001009990352143494, + -0.00010055301123792052, + 0.00010047988726607195, + 0.00010027543999948698, + -9.975989086185512e-05, + 9.953473493682105e-05, + 9.844481434871599e-05, + 9.839173823651513e-05, + 9.55150537755041e-05, + 9.499861333128606e-05, + 9.492462672027393e-05, + 9.482115846976531e-05, + -9.454089391625838e-05, + -9.149223205685734e-05, + 9.07183814190718e-05, + -8.785580374528871e-05, + -8.757028506341241e-05, + 8.737329697080151e-05, + 8.728094076826176e-05, + 8.693698109769032e-05, + 8.689977369347071e-05, + -8.637186720973659e-05, + -8.474759911680034e-05, + 8.427833653322549e-05, + -8.169553135521337e-05, + 8.150223036783198e-05, + -8.141156502975544e-05, + -8.061531883851329e-05, + -8.003544676916511e-05, + 7.851375569224237e-05, + 7.841401211097856e-05, + 7.742871979863978e-05, + -7.64839992869408e-05, + 7.434860407535681e-05, + -7.287174452300674e-05, + 7.273395198150952e-05, + 7.262793037699307e-05, + -7.100596026959075e-05, + 6.646144032529005e-05, + 6.39414750154797e-05, + 6.274629775291621e-05, + -6.157867725625597e-05, + 6.108492887948722e-05, + -6.072518975690772e-05, + -6.022006491152617e-05, + -6.008378455853183e-05, + -5.88547236591326e-05, + 5.8536059194189e-05, + -5.6233568746293085e-05, + 5.601759702847958e-05, + 5.5821850984890166e-05, + 5.3912946080481265e-05, + -5.3353701683795e-05, + 5.3234164911306465e-05, + 5.2648571480400045e-05, + 5.003263183909807e-05, + 4.885112673649255e-05, + 4.6877513343883195e-05, + -4.553432137070849e-05, + -4.5154002341737794e-05, + 4.502377046348071e-05, + -4.357013742928889e-05, + 4.307037365509044e-05, + -4.2237359288632356e-05, + 4.2156456804247e-05, + 4.109961591519881e-05, + -4.0286562875567886e-05, + -4.024209587129074e-05, + 3.904166380737453e-05, + 3.841148158889595e-05, + -3.797517100821083e-05, + -3.71701136232447e-05, + -3.6797957385800304e-05, + -3.673754946063924e-05, + -3.6550891343868175e-05, + 3.620838443604682e-05, + 3.531582060958567e-05, + -3.486021515382386e-05, + 3.4640738268853495e-05, + 3.453611902519015e-05, + 3.37374945397021e-05, + 3.369205967841371e-05, + 3.325738424355856e-05, + -3.274655267231758e-05, + 3.256017354036862e-05, + -3.204960019781713e-05, + -3.119567063258175e-05, + -3.0090488135202982e-05, + -2.958146566144295e-05, + 2.9434301674031235e-05, + -2.9403231827697507e-05, + -2.8991883356707895e-05, + 2.872616040418437e-05, + 2.8521870584057352e-05, + -2.8137551178942804e-05, + -2.7844914501116906e-05, + 2.6566213280695692e-05, + -2.6464025977728408e-05, + 2.5275280583229158e-05, + 2.4201202945069605e-05, + 2.4198179284258342e-05, + -2.405220213142692e-05, + 2.361309454134099e-05, + 2.3173885212852977e-05, + 2.2956973223265125e-05, + -2.2855919352016916e-05, + 2.1843268281922804e-05, + 2.1744224643986756e-05, + -2.1712538786548906e-05, + 2.093667559486743e-05, + 2.0781238637698757e-05, + -2.055450652446664e-05, + 2.044324718865293e-05, + 1.9940404221270194e-05, + -1.9828936402497023e-05, + 1.9536123899850748e-05, + 1.9270102734213498e-05, + 1.913060162867553e-05, + 1.900769940316091e-05, + 1.6587050678381758e-05, + -1.636283530892205e-05, + 1.6290370611633374e-05, + 1.6041598075186568e-05, + 1.598138535054481e-05, + -1.5540754671221182e-05, + -1.4959960422365103e-05, + 1.4873517834932823e-05, + 1.4633393421548061e-05, + 1.4387323622943562e-05, + -1.3908944779576455e-05, + 1.329103402836729e-05, + -1.307941706801336e-05, + 1.2915701389919405e-05, + 1.287682070923388e-05, + 1.2683586930327287e-05, + 1.225426592906543e-05, + 1.153498606537536e-05, + 1.125788809027098e-05, + 1.0859806868761506e-05, + 1.0183133019283533e-05, + 1.0115440400543411e-05, + 9.722464422071316e-06, + 9.065853935199252e-06, + 8.845980164904501e-06, + 8.680768576098001e-06, + 8.151050606314499e-06, + 8.149684693261524e-06, + -7.776929369656834e-06, + -7.564838559330099e-06, + 7.544588694372292e-06, + 7.051819133850323e-06, + 6.383725231653011e-06, + 5.512061462393784e-06, + 5.486403557012672e-06, + -4.784403600492328e-06, + 4.104239392967463e-06, + 4.002079932578025e-06, + -3.878244063862865e-06, + 3.718639838783427e-06, + -3.605538025891999e-06, + -2.909189987169852e-06, + -2.6750909810347718e-06, + 2.619885993971622e-06, + 2.531478086864134e-06, + 2.24495477070801e-06, + 1.9595827521999734e-06, + -1.9081908065294736e-06, + 1.8880288105457506e-06, + 1.860078204652139e-06, + 1.7800839225271063e-06, + 1.7554278315475926e-06, + 1.6510937956914893e-06, + -1.5982158751113189e-06, + 1.5476796613236134e-06, + -1.5467521930406104e-06, + 1.5342493655503943e-06, + 1.4080548860584982e-06, + 1.3750999209546378e-06, + -1.1344749630254311e-06, + 1.034648020808711e-06, + 1.0244463762791975e-06, + -9.990936808273742e-07, + -9.670430355641434e-07, + -8.615026528743868e-07, + 6.51847741505963e-07, + 6.006749217947648e-07, + -5.334650994224053e-07, + -5.278626576828603e-07, + -5.123676075639014e-07, + 4.86145940348192e-07, + 2.5466534567961746e-07, + -1.9980985938365993e-07, + 1.6891318938323058e-07, + -1.0106522604926489e-07, + 9.853296819349908e-08, + 7.167605682224398e-08, + 6.60571501943959e-08, + -1.881982591244359e-08, + -6.219946918580787e-09, + -3.466278571403621e-09 + ], + "Absolute Coefficient": [ + 0.04185153264886843, + 0.03526824525090676, + 0.03253204126762868, + 0.032384202410703396, + 0.03235401646238712, + 0.02776282098082729, + 0.027294754395359208, + 0.026428135023755368, + 0.026412734483094065, + 0.025997274267223598, + 0.024893927371793377, + 0.024847663124045644, + 0.024578471385718347, + 0.024360549819575424, + 0.024248497951802624, + 0.02391184154481109, + 0.023622787673797302, + 0.023543803959121874, + 0.023336108392535127, + 0.022775352507859385, + 0.02270546581555, + 0.022580026307430952, + 0.02247088787893918, + 0.02244748066880405, + 0.022117255836615505, + 0.022109225681574318, + 0.02197103731242348, + 0.021480451995319026, + 0.021096468409235458, + 0.02051263798896447, + 0.020065769249385846, + 0.01912083296768178, + 0.018811087300072228, + 0.01874901999648091, + 0.018744033743459725, + 0.01862250850849358, + 0.018281756183398352, + 0.018011608144798612, + 0.0176080751040552, + 0.017590078720705733, + 0.017443722329833163, + 0.017385356213439826, + 0.017355478526750106, + 0.017234081689006277, + 0.016885893350153915, + 0.01652682246361239, + 0.01585615982769071, + 0.01584665540489971, + 0.01579005163036358, + 0.015497845688821394, + 0.015445423714874977, + 0.015191841372063582, + 0.015046511786233433, + 0.014905831149583253, + 0.014859940579188506, + 0.014754763738203287, + 0.014045251979144099, + 0.013978897081752482, + 0.013864285369032043, + 0.013751017449852968, + 0.013609319211529844, + 0.013573354445509207, + 0.013449661012890612, + 0.013310533263095213, + 0.013136641758257859, + 0.013110062522166867, + 0.013050185775258339, + 0.012962546188177501, + 0.012778798252479427, + 0.012718415093443307, + 0.012703705265740642, + 0.012687748574657463, + 0.01268300316054972, + 0.012536164697928063, + 0.012311331683609704, + 0.012286419582058632, + 0.01226723552051674, + 0.01222045568463089, + 0.011950685049752696, + 0.011922199648076951, + 0.011809676186701566, + 0.011649458098632435, + 0.011525698622680177, + 0.011491022019154248, + 0.011489675635873293, + 0.011467044716718132, + 0.011375777505727103, + 0.011277348217309326, + 0.011189474567859247, + 0.011165971766604088, + 0.01095313901472338, + 0.01087669952534577, + 0.010851289899601371, + 0.01082565279386737, + 0.010791312071124572, + 0.010772517771698149, + 0.010677886705994887, + 0.010383264591313645, + 0.010341395529704188, + 0.010302186026732356, + 0.010217177398282968, + 0.010216876035044597, + 0.010143909957303012, + 0.010038907585144695, + 0.009783781799825251, + 0.00973224490664341, + 0.00966813972210585, + 0.009572894173611731, + 0.009566990351725152, + 0.00952931902193334, + 0.009460813149882208, + 0.009453808367143593, + 0.009415367041619774, + 0.009407493257154134, + 0.00939343698000596, + 0.009370546308701029, + 0.009270932407852567, + 0.00923440532772348, + 0.00919846853901219, + 0.009106687933734075, + 0.00910046275748509, + 0.009062386151703967, + 0.008993297358491047, + 0.008971333215028476, + 0.008830715413197802, + 0.008823145236159381, + 0.00875914463765091, + 0.008758160469950043, + 0.008647424571503227, + 0.0085809473913793, + 0.008577692806784437, + 0.008571786330412853, + 0.00855374913608755, + 0.008519493112012645, + 0.008460715406554032, + 0.00843890847105061, + 0.008403510389618013, + 0.008386804410936036, + 0.00836533879055317, + 0.008323413255944413, + 0.008289771168510228, + 0.0082645717001049, + 0.008244499986913309, + 0.008215547614138516, + 0.00815154907964672, + 0.007961172907197707, + 0.007942603021265314, + 0.007877861736187292, + 0.007876808701078085, + 0.007847089398143837, + 0.007831414416530957, + 0.007810831344347551, + 0.007702727470812548, + 0.007658812155476478, + 0.007654595608962103, + 0.007615571089070559, + 0.0074843492698395365, + 0.007467759232404601, + 0.007415831607983626, + 0.007402022895258108, + 0.007396001513902706, + 0.007373621886723665, + 0.007314629102327297, + 0.007296842877115721, + 0.007269702702747267, + 0.007204610048028037, + 0.007182137019007917, + 0.00716282799368892, + 0.007158177117556525, + 0.007086657130748246, + 0.007077674837353252, + 0.00707450291025658, + 0.006936950052374748, + 0.006817643160921193, + 0.006751721109381782, + 0.006741060520364913, + 0.0066691651136182185, + 0.006566306019251587, + 0.006495745545513849, + 0.006475018243192652, + 0.0064738689528403975, + 0.006432672153072854, + 0.0063984964390456705, + 0.006394782595553466, + 0.0063340773846917294, + 0.006333442115633924, + 0.006312418762388211, + 0.006312169323715298, + 0.0062890840728976076, + 0.006242253354584565, + 0.006218759860954001, + 0.006189782535660372, + 0.00615341793445765, + 0.00611582922511256, + 0.006084557855881, + 0.006054425899547395, + 0.006005784694696803, + 0.00598473251714433, + 0.005961812163721744, + 0.005937616474177763, + 0.005932743934150525, + 0.005904818286623379, + 0.0058817541248882155, + 0.005834551047289187, + 0.00579683357778753, + 0.005763305628238963, + 0.005762601623568904, + 0.005752599607514256, + 0.005683188180071435, + 0.005679552556246365, + 0.00566521512452995, + 0.005640318759361171, + 0.005636710499448171, + 0.005634571466120071, + 0.0056187532724253485, + 0.00560602585951864, + 0.005600986562473238, + 0.00555577892400733, + 0.005555623676676593, + 0.005434091550033313, + 0.005408713895322793, + 0.005367829552767541, + 0.005336774557765523, + 0.005196894139459339, + 0.0051937068186464945, + 0.00512659315312156, + 0.005104976939541313, + 0.0050893531817689415, + 0.005080401441947917, + 0.005071653133056301, + 0.005017053576513354, + 0.005008130850758848, + 0.00498141056761428, + 0.0049447050317648605, + 0.004834746282821059, + 0.004774152189728642, + 0.004742543135670095, + 0.004701871054930475, + 0.004663553257044384, + 0.004639900093665328, + 0.004637748784654288, + 0.004630957706359332, + 0.004616276925202532, + 0.004614926605395075, + 0.004613996421747818, + 0.004581426142421247, + 0.004578396511067248, + 0.004570633246074475, + 0.004556076821237519, + 0.004502396074339147, + 0.00449803453962385, + 0.004496460023394357, + 0.004485946135097199, + 0.004473861559858189, + 0.004458027231139733, + 0.004438769515235982, + 0.004429074889755444, + 0.004373662469779468, + 0.004371135182329192, + 0.004346063772303826, + 0.004345898898859086, + 0.004343518182464787, + 0.004338904229726563, + 0.004335378928195307, + 0.004327772504981732, + 0.004323680147976541, + 0.004294667604853022, + 0.004268502393462241, + 0.004255236288240337, + 0.004243067717905429, + 0.004233752655215815, + 0.004231615439577768, + 0.004211834268640663, + 0.004168553754081225, + 0.004163364795625406, + 0.004141175853953463, + 0.00414103310444367, + 0.004134655690790929, + 0.004126501841484826, + 0.004115629316491676, + 0.0041087029404644135, + 0.004106427959513622, + 0.004095865484826239, + 0.004092280174036348, + 0.004091631994892484, + 0.0040680052015891685, + 0.004065093925587428, + 0.00404152743169342, + 0.004036829438657356, + 0.004011376810951411, + 0.003997905603045381, + 0.003957479230367634, + 0.003955156099948025, + 0.003925001615876172, + 0.00387458971641753, + 0.0038694146553150924, + 0.0038484506930114857, + 0.0038401283307486836, + 0.0038297924398506718, + 0.0038197987124555946, + 0.0038080824110903436, + 0.0037940524546490207, + 0.003791632056734015, + 0.00377967369327754, + 0.0037726873736117815, + 0.0037374415517079803, + 0.0037364526224608423, + 0.003725552883030531, + 0.003720918561753228, + 0.0037182899037889287, + 0.0037152574997577495, + 0.003710961858490231, + 0.003710022305660457, + 0.0036810004779328897, + 0.003645350760145938, + 0.003641898215991898, + 0.003613942409799618, + 0.003608398825855988, + 0.003604120692378215, + 0.003591848822603945, + 0.003586120027365701, + 0.0035694797916536293, + 0.0035575754492862964, + 0.0035473253605786317, + 0.0035455903866250644, + 0.0035275618255129998, + 0.003526922117492626, + 0.0035180688980143817, + 0.0035118880300890965, + 0.003511725154120957, + 0.0035064463591074776, + 0.0034990488713685835, + 0.003487987187398555, + 0.003480370460448379, + 0.003470804046533625, + 0.0034530916802841803, + 0.0034383174720798333, + 0.0034010062199571734, + 0.003400401462026476, + 0.003384857250268185, + 0.00338275956199451, + 0.0033806835849958497, + 0.0033784898238591187, + 0.003360393450328585, + 0.00335559207955703, + 0.0033437965325549463, + 0.0033356955585193714, + 0.003333230546422565, + 0.003328617845093469, + 0.003318537323337157, + 0.0032873960284720803, + 0.0032739413983437493, + 0.003266552167188713, + 0.0032392156013826604, + 0.0032169087758582627, + 0.003170184150839484, + 0.0031639498123718604, + 0.0031585961488601907, + 0.003137493107089578, + 0.003126265868755822, + 0.0031244457624587853, + 0.003111450200260506, + 0.003107310877782939, + 0.0030976336327007263, + 0.003095233535888649, + 0.0030915477285855344, + 0.0030851615234316876, + 0.003074484739423704, + 0.0030702956926000084, + 0.003069206038390952, + 0.0030675745138183715, + 0.003050978475674234, + 0.003043798012386664, + 0.00303098870023452, + 0.003020144614044632, + 0.0030080602689396578, + 0.003006458954137824, + 0.003002805826078194, + 0.0029968180672846753, + 0.0029896109234119005, + 0.0029711364565032177, + 0.002961054225517886, + 0.0029607964769843556, + 0.002957049685156157, + 0.002934891592569, + 0.002932821385315364, + 0.00293094731655109, + 0.0029144472051397833, + 0.002898330683096887, + 0.0028736890733386147, + 0.002849557147554182, + 0.002829789617388673, + 0.002822973848620723, + 0.002806669631388307, + 0.002796909754819908, + 0.0027959201293846236, + 0.0027676812567342434, + 0.00276138192694742, + 0.0027528136425949688, + 0.002716717202682058, + 0.00271571107941986, + 0.0027146974117053264, + 0.002685523661360234, + 0.002673390111058812, + 0.0026500928438016693, + 0.002647825104475538, + 0.0026413353188624407, + 0.002640881244834126, + 0.0026283255874071723, + 0.002624405838687875, + 0.002623245755927567, + 0.0026035233614601105, + 0.002596636140309412, + 0.002586526877635687, + 0.0025630068243371338, + 0.002535559275088256, + 0.0025142914496178886, + 0.0025139829957002814, + 0.002494926447552808, + 0.0024923878146586834, + 0.0024574401066579966, + 0.0024521144541968846, + 0.0024511091418074446, + 0.0024446621570728216, + 0.002440673883967914, + 0.00243402197321866, + 0.0024339850477655797, + 0.0024321086791367613, + 0.0024152615510371193, + 0.0023834218848455165, + 0.0023780501613037556, + 0.002361507307401727, + 0.002346065528530671, + 0.0023455607996703902, + 0.002339403498475741, + 0.002330689919478989, + 0.002330176908527878, + 0.002324671842101052, + 0.002319862049709703, + 0.002312724251881793, + 0.0023084821393578874, + 0.0022661509996676262, + 0.002258784937220102, + 0.002246581679251127, + 0.002237872119884095, + 0.0022377736515509067, + 0.0022374493881475413, + 0.00223733603286116, + 0.0021877032299179844, + 0.0021715151535145055, + 0.0021702289227142125, + 0.0021692417277148707, + 0.002163430510170555, + 0.002153649161933178, + 0.002135472932880775, + 0.002132869719720953, + 0.0021164654860601163, + 0.0021082663534334107, + 0.0021059455351648674, + 0.002104394329965828, + 0.0021014174158352156, + 0.0020973352333243395, + 0.0020969489002093987, + 0.002094120675253621, + 0.0020854147992969965, + 0.0020639489202250397, + 0.002058240926475188, + 0.00205472816160025, + 0.0020521014413560352, + 0.0020367949541854114, + 0.0020344816404532823, + 0.0020291766786552697, + 0.002011542510245239, + 0.00198021674382159, + 0.0019618494589696256, + 0.0019616936043542715, + 0.001955930947053583, + 0.0019381519031467138, + 0.0019353406578218294, + 0.0018939953771122578, + 0.0018932478256158875, + 0.0018925355689264592, + 0.0018835145446947105, + 0.0018770160340685004, + 0.0018659911865333589, + 0.0018654320667719927, + 0.0018518001729665025, + 0.0018415139642302101, + 0.0018347132070672017, + 0.0018297089041486101, + 0.0018222149192680353, + 0.0018150734686478269, + 0.001811763750906409, + 0.0018005924517160764, + 0.001798530989904007, + 0.0017920928952333604, + 0.0017907888657411513, + 0.0017886558158665676, + 0.0017845374506203415, + 0.0017753547446516715, + 0.001759170902863177, + 0.0017328760948719444, + 0.0017312347894708835, + 0.0017301726854708215, + 0.001727969276486866, + 0.0017247299572699948, + 0.0017220613121181664, + 0.0017143479366403865, + 0.0016960390728745325, + 0.0016939321753553197, + 0.0016866478095270085, + 0.001684949413937405, + 0.0016815756171849987, + 0.0016747105206943174, + 0.0016738143597798411, + 0.0016734965866336425, + 0.0016614444285824865, + 0.0016586790201636315, + 0.0016580629804950346, + 0.0016548104962555061, + 0.0016530816680908687, + 0.0016525459084419211, + 0.0016504159360888739, + 0.0016493242135259135, + 0.001642345876340535, + 0.0016408391288037746, + 0.0016396604746860344, + 0.0016274497978921493, + 0.001618885641409604, + 0.0016163774103691154, + 0.001614196134024204, + 0.0016051313277372044, + 0.0016050560729396752, + 0.0016010980297165368, + 0.0015993003238946213, + 0.0015906283056303923, + 0.0015905612699575425, + 0.0015900280523680219, + 0.001581347939316914, + 0.0015801606913710766, + 0.0015792717749404757, + 0.0015706653922981026, + 0.0015581624423511937, + 0.00155578864439815, + 0.001551059962711288, + 0.00153795974623962, + 0.0015319401937714094, + 0.0015212078647087932, + 0.0015030466808135803, + 0.00150132207056896, + 0.001498470812490033, + 0.0014872426272882111, + 0.0014788512590707445, + 0.0014752703829970417, + 0.0014745533379214922, + 0.0014727295519093222, + 0.0014702455863508316, + 0.0014657887962009188, + 0.0014565901514707485, + 0.0014524324342067736, + 0.0014467999638598254, + 0.001446277894395866, + 0.0014392372462252725, + 0.0014385194772821562, + 0.0014187653349196762, + 0.001417348411554685, + 0.001416211449303646, + 0.0014155510164320841, + 0.001411908414926287, + 0.0013929795949086925, + 0.0013909219986017213, + 0.0013812166454703252, + 0.0013746670874462538, + 0.0013730665217484954, + 0.001370723367579591, + 0.0013677142071461532, + 0.0013655638813457843, + 0.0013611355145647297, + 0.0013550514209609828, + 0.001349940120040937, + 0.0013492093634467066, + 0.0013463332520692452, + 0.0013453322799862853, + 0.0013448307264294238, + 0.0013415664910096546, + 0.0013411854823014077, + 0.0013320289688638217, + 0.0013307173554660654, + 0.0013287347342196415, + 0.0013199858366444257, + 0.0013132800342722174, + 0.0013123960941221198, + 0.00130952521217326, + 0.0012982159122707283, + 0.001296657382519942, + 0.0012919426022660076, + 0.0012915732707462998, + 0.0012768116232859043, + 0.0012758067055383226, + 0.0012725034029515176, + 0.0012626269276852316, + 0.0012612212118043964, + 0.0012593139879222802, + 0.001252248482550358, + 0.0012515815513448392, + 0.0012513569500633799, + 0.0012500340512676606, + 0.0012330916363874648, + 0.0012282010855527502, + 0.0012281693869717165, + 0.0012223356974388677, + 0.0012210282524405746, + 0.0012173058075215495, + 0.0012158977072131273, + 0.0012114698328457123, + 0.001205648093062518, + 0.0011989020959621802, + 0.0011986664677293938, + 0.0011911236411551308, + 0.0011887128279139821, + 0.0011842213324326151, + 0.001183217345042981, + 0.0011789432811915245, + 0.0011772737606347368, + 0.0011766960264557175, + 0.0011698029739909894, + 0.0011677393347680211, + 0.001166100842375708, + 0.0011617653470833394, + 0.0011574395667736073, + 0.0011422596897333116, + 0.00114133298047913, + 0.0011367231536858363, + 0.0011363431330950924, + 0.0011336054138494796, + 0.0011262762776088134, + 0.0011153042034181924, + 0.0011146820877132003, + 0.0011136180343959085, + 0.0011015623416539462, + 0.0010997879764273193, + 0.001096293161661041, + 0.0010893799374217293, + 0.0010885179008167593, + 0.0010865784129342215, + 0.001077979772425859, + 0.001076699957588158, + 0.001072100389885847, + 0.0010669139824159694, + 0.0010667966224353275, + 0.0010607809040869731, + 0.001056523240396394, + 0.0010494657998387134, + 0.0010448622243925349, + 0.0010423926274958732, + 0.001038624112825196, + 0.0010271175085724612, + 0.0010195412168160398, + 0.0010156781276398367, + 0.0010156402713708307, + 0.0010103511454891932, + 0.0010087045050034466, + 0.0010017483986222437, + 0.0010016395711362513, + 0.0009943575889357365, + 0.0009940289841620952, + 0.0009938677957949012, + 0.0009935278591813356, + 0.0009902356950580206, + 0.0009887962583353205, + 0.0009867088117580193, + 0.0009845593763051508, + 0.0009801994459855004, + 0.0009755931012473771, + 0.0009752460030850279, + 0.0009738592763805491, + 0.0009581305654665474, + 0.0009575650893353433, + 0.0009535558235895439, + 0.000946448417759394, + 0.0009452615469737816, + 0.0009444960115291428, + 0.0009378323285281932, + 0.0009372911779819004, + 0.0009360745683702467, + 0.0009350278070926912, + 0.0009300579579059607, + 0.0009298976176222236, + 0.0009268431414392152, + 0.000922740712275624, + 0.000920690846525122, + 0.0009079514391887945, + 0.0009067047661304257, + 0.0009042070600893046, + 0.000902522243723751, + 0.0009022375598752957, + 0.0008982400926200009, + 0.0008974552864577107, + 0.0008866350097597571, + 0.0008830075656088159, + 0.0008817966497285856, + 0.000863771973868231, + 0.0008629962267573799, + 0.0008593394435398356, + 0.0008592311518205184, + 0.0008534256146343174, + 0.0008467292644156508, + 0.0008455184526294157, + 0.000843175787107955, + 0.0008313866008686017, + 0.0008302401065636349, + 0.0008301134247666643, + 0.0008211121195146716, + 0.0008187403801938297, + 0.0008181376295949771, + 0.0008175287014234487, + 0.0008121828616024675, + 0.0008069985893383375, + 0.0008043735037042125, + 0.0007991310773521575, + 0.0007955574288778664, + 0.000791915397360308, + 0.0007906231417372316, + 0.0007892973599474714, + 0.0007887750836294667, + 0.000787593884828185, + 0.0007856126798215728, + 0.0007816015005413908, + 0.0007804562684140731, + 0.000775973107109752, + 0.0007712663182722015, + 0.000770805373984228, + 0.0007677176541869098, + 0.0007675619760804531, + 0.000767281207147727, + 0.0007656027919785412, + 0.0007616994253153902, + 0.0007588412657997915, + 0.0007536209560464078, + 0.0007503607830455788, + 0.0007480039373325633, + 0.000743183404680613, + 0.0007426738978806368, + 0.0007423251700062425, + 0.0007384069739976573, + 0.0007375746060907923, + 0.0007352955986227829, + 0.0007351457452459641, + 0.0007273793932099158, + 0.0007232746054940467, + 0.0007159480221291066, + 0.0007128885898745184, + 0.0007127602450859086, + 0.0007108559920839797, + 0.0007031909190958216, + 0.0007023991763812511, + 0.0006956531799764169, + 0.0006937735531163476, + 0.0006929312416566052, + 0.0006913383578386655, + 0.0006882862945766932, + 0.0006873282766827313, + 0.0006840593554454359, + 0.0006816125633227257, + 0.0006810757329218077, + 0.000679713424214692, + 0.0006791171551582395, + 0.0006780414640670916, + 0.000676833012296029, + 0.0006740716635147433, + 0.0006693508643396657, + 0.0006677744548886777, + 0.0006617120589083566, + 0.0006579214363235264, + 0.0006574676376948657, + 0.0006515853036635653, + 0.0006405525320965335, + 0.0006372367658757846, + 0.0006368119727200915, + 0.0006336352035672951, + 0.0006324210725658352, + 0.0006308112927592144, + 0.0006296197016625453, + 0.0006252478624514953, + 0.0006242546704704445, + 0.0006235502175570066, + 0.000623206730298617, + 0.0006225193376997978, + 0.0006212417119449118, + 0.0006199924413162145, + 0.0006188600487079575, + 0.0006183743951972218, + 0.0006176677109393189, + 0.0006170590986305019, + 0.0006119605267728148, + 0.0006103829228769979, + 0.0006076781416929892, + 0.0006050365617104421, + 0.0005882787202782627, + 0.0005829480428234566, + 0.0005809527784988091, + 0.0005766824567705203, + 0.0005732482173119414, + 0.0005703460669893405, + 0.0005679186020671927, + 0.0005650337037368796, + 0.0005587051429499158, + 0.0005586465974087783, + 0.0005571857298850594, + 0.0005474144931870024, + 0.000544851382263477, + 0.0005424625290200222, + 0.0005419664844255643, + 0.0005412245335605964, + 0.0005392036768349037, + 0.000538713224566569, + 0.0005380675735612861, + 0.0005333508425173257, + 0.0005308198738896024, + 0.0005302548968044238, + 0.0005264091386791764, + 0.0005259750126691543, + 0.0005212542126553882, + 0.0005211290755907428, + 0.0005191635952537907, + 0.0005186289884942179, + 0.0005098929692997539, + 0.0005092876317675585, + 0.0005040670039238573, + 0.000503520117068105, + 0.00050112821577891, + 0.0005001920644971519, + 0.0004960413092659863, + 0.0004930742719523285, + 0.00048731614190406387, + 0.0004862903701365807, + 0.0004811515232935489, + 0.00047749851629956644, + 0.00046460102558582483, + 0.0004630277311466294, + 0.00046139565794652904, + 0.0004445216279118027, + 0.0004430677986449622, + 0.00044255128118035565, + 0.000441686091011862, + 0.00044162949251981445, + 0.00043720673971101254, + 0.00043014839398490724, + 0.0004295844555548234, + 0.0004291281253488889, + 0.0004278128604688197, + 0.0004277153521602079, + 0.00042444668967222887, + 0.00042051847497888184, + 0.00042021376693550844, + 0.0004191093656953275, + 0.00041351163049928487, + 0.0004127427526827463, + 0.0004116570639531882, + 0.00040810551617931774, + 0.00040695731237474, + 0.00040669235754392475, + 0.00040468782596452983, + 0.0004039825289641609, + 0.0004030064407427745, + 0.00040227568040638955, + 0.0004017316041041397, + 0.0003923930578992276, + 0.0003921063212986953, + 0.00039180930987719385, + 0.0003885142875329334, + 0.00038795583685575954, + 0.0003873991925974414, + 0.00038648037830501706, + 0.00038236765562184126, + 0.000381216752092496, + 0.00037885141909965226, + 0.0003787735713196221, + 0.00037778615490151253, + 0.0003728709583963166, + 0.00037084398151422497, + 0.00036847122424648574, + 0.00036839889177829843, + 0.0003639399291685606, + 0.0003633591617750864, + 0.0003626964629628703, + 0.0003610186511603692, + 0.00035961849798210783, + 0.00035910331027511245, + 0.00035851154625173265, + 0.0003574257679166243, + 0.00035689995527612924, + 0.0003550587105051706, + 0.0003548718502901361, + 0.0003526458280295613, + 0.0003526030243958842, + 0.00035176497760017075, + 0.0003516231977434347, + 0.00034993753264055583, + 0.00034772456653708644, + 0.0003415174545539229, + 0.0003372096954622875, + 0.0003371262963148279, + 0.0003301091926476954, + 0.0003297326360347885, + 0.00032910295696952907, + 0.00032764080447326787, + 0.0003266533546977272, + 0.00032176658065106946, + 0.0003189434651790152, + 0.0003183374870445385, + 0.00031765005302480557, + 0.0003164609208044463, + 0.00031341108524904777, + 0.0003122673610574066, + 0.0003119836090229881, + 0.00031190789620395794, + 0.0003097921413593729, + 0.0003096945249914966, + 0.0003055907145245413, + 0.0003044467536794018, + 0.00030225895307140193, + 0.0002997552505880113, + 0.00029837585911637735, + 0.00029072199004272805, + 0.0002906788121017458, + 0.00028917954806344134, + 0.0002890337971662849, + 0.0002872470113546402, + 0.0002871607434696481, + 0.0002869351784266692, + 0.0002869019893990704, + 0.00028381002187426434, + 0.0002777745681788415, + 0.0002735242224237274, + 0.00027312368062298354, + 0.0002715383442183354, + 0.00026784252436212925, + 0.0002673927289099371, + 0.0002665676801754627, + 0.0002663641398389731, + 0.0002660784562898476, + 0.0002653344908388889, + 0.0002582491200735596, + 0.0002517999326369609, + 0.00025006299982989407, + 0.00024945070840451345, + 0.0002483446428997688, + 0.00024710200136717804, + 0.0002470524877489074, + 0.00024175746365083178, + 0.00024036345794101565, + 0.00024035395661111815, + 0.00024010730019601479, + 0.00023970707245974608, + 0.0002385894386064347, + 0.00023525327164446928, + 0.00023378668003723989, + 0.0002336715394777848, + 0.00023347638313447544, + 0.00023334807728633044, + 0.00023113899879285808, + 0.00023104279202596002, + 0.00022963688877702994, + 0.00022949817569149818, + 0.00022892228355034992, + 0.00022596314264561256, + 0.00022281166928067152, + 0.0002198637692748593, + 0.00021489998772611062, + 0.00021409485334345356, + 0.0002125661071198315, + 0.00021151331214327274, + 0.00021113425941748012, + 0.00020791701432150425, + 0.00020741302822376747, + 0.00020472736947503963, + 0.00020468488597814773, + 0.00020403293918280348, + 0.00020330565589279074, + 0.00020279797191188325, + 0.00020216384036765716, + 0.00020164718083564486, + 0.00019922095300232355, + 0.00019828917720104153, + 0.00019819537582757053, + 0.0001958559308747886, + 0.0001936717310111265, + 0.0001927665407428544, + 0.0001912256783077565, + 0.0001901545849330813, + 0.0001882958165237638, + 0.00018517617020642348, + 0.00018477996140295143, + 0.00018458505921416994, + 0.00018457059900127523, + 0.00018327012341826817, + 0.0001828150650245427, + 0.0001823923067758555, + 0.00017719466456597374, + 0.00017679778204624503, + 0.0001766396403071248, + 0.00017463176231786561, + 0.00017295698898456174, + 0.00017203883661878562, + 0.00017182747638755722, + 0.00017001127225509005, + 0.00016976870768159195, + 0.00016950276652052772, + 0.00016755278581536678, + 0.00016689147915092552, + 0.00016499164810432725, + 0.00016387280005126056, + 0.00016023540952345613, + 0.00015884268977236788, + 0.00015643494690602999, + 0.00015319432257886845, + 0.00015246473428686346, + 0.00015136237153986627, + 0.00015084941370946845, + 0.00014782977902654324, + 0.00014614776739736368, + 0.0001460991389456381, + 0.00014524276014576387, + 0.00014428168533547049, + 0.00014385986383976695, + 0.00014266575690563806, + 0.00014176243457769995, + 0.00014080095524107543, + 0.0001401927348079459, + 0.00013968256747391567, + 0.00013669357314005534, + 0.00013507254049054598, + 0.00013479276725174345, + 0.00013219151522318997, + 0.00013057466001273235, + 0.00012835167998907123, + 0.0001262185511524516, + 0.000126142213617763, + 0.0001260940549134848, + 0.00012331957650806635, + 0.00012145114920328039, + 0.00011901003514076377, + 0.00011874276957275349, + 0.00011753072856331162, + 0.00011570482230971055, + 0.00011529253106718209, + 0.00011518940271137646, + 0.00011499053192920912, + 0.00011484941469412778, + 0.00011396435230792202, + 0.00011303361543516995, + 0.00011106269872157012, + 0.00011013468703142273, + 0.00010904529779926707, + 0.00010876915488301738, + 0.00010872873475220822, + 0.0001086466218482579, + 0.00010798643508732715, + 0.00010782890980494485, + 0.00010593108179325123, + 0.0001055426638897635, + 0.00010527651503327097, + 0.00010489517731305374, + 0.00010361900744633223, + 0.00010350968575678635, + 0.00010323615648561647, + 0.0001026695193060894, + 0.00010224085010461958, + 0.00010184595947971936, + 0.00010182869369721907, + 0.00010153224646821043, + 0.0001009990352143494, + 0.00010055301123792052, + 0.00010047988726607195, + 0.00010027543999948698, + 9.975989086185512e-05, + 9.953473493682105e-05, + 9.844481434871599e-05, + 9.839173823651513e-05, + 9.55150537755041e-05, + 9.499861333128606e-05, + 9.492462672027393e-05, + 9.482115846976531e-05, + 9.454089391625838e-05, + 9.149223205685734e-05, + 9.07183814190718e-05, + 8.785580374528871e-05, + 8.757028506341241e-05, + 8.737329697080151e-05, + 8.728094076826176e-05, + 8.693698109769032e-05, + 8.689977369347071e-05, + 8.637186720973659e-05, + 8.474759911680034e-05, + 8.427833653322549e-05, + 8.169553135521337e-05, + 8.150223036783198e-05, + 8.141156502975544e-05, + 8.061531883851329e-05, + 8.003544676916511e-05, + 7.851375569224237e-05, + 7.841401211097856e-05, + 7.742871979863978e-05, + 7.64839992869408e-05, + 7.434860407535681e-05, + 7.287174452300674e-05, + 7.273395198150952e-05, + 7.262793037699307e-05, + 7.100596026959075e-05, + 6.646144032529005e-05, + 6.39414750154797e-05, + 6.274629775291621e-05, + 6.157867725625597e-05, + 6.108492887948722e-05, + 6.072518975690772e-05, + 6.022006491152617e-05, + 6.008378455853183e-05, + 5.88547236591326e-05, + 5.8536059194189e-05, + 5.6233568746293085e-05, + 5.601759702847958e-05, + 5.5821850984890166e-05, + 5.3912946080481265e-05, + 5.3353701683795e-05, + 5.3234164911306465e-05, + 5.2648571480400045e-05, + 5.003263183909807e-05, + 4.885112673649255e-05, + 4.6877513343883195e-05, + 4.553432137070849e-05, + 4.5154002341737794e-05, + 4.502377046348071e-05, + 4.357013742928889e-05, + 4.307037365509044e-05, + 4.2237359288632356e-05, + 4.2156456804247e-05, + 4.109961591519881e-05, + 4.0286562875567886e-05, + 4.024209587129074e-05, + 3.904166380737453e-05, + 3.841148158889595e-05, + 3.797517100821083e-05, + 3.71701136232447e-05, + 3.6797957385800304e-05, + 3.673754946063924e-05, + 3.6550891343868175e-05, + 3.620838443604682e-05, + 3.531582060958567e-05, + 3.486021515382386e-05, + 3.4640738268853495e-05, + 3.453611902519015e-05, + 3.37374945397021e-05, + 3.369205967841371e-05, + 3.325738424355856e-05, + 3.274655267231758e-05, + 3.256017354036862e-05, + 3.204960019781713e-05, + 3.119567063258175e-05, + 3.0090488135202982e-05, + 2.958146566144295e-05, + 2.9434301674031235e-05, + 2.9403231827697507e-05, + 2.8991883356707895e-05, + 2.872616040418437e-05, + 2.8521870584057352e-05, + 2.8137551178942804e-05, + 2.7844914501116906e-05, + 2.6566213280695692e-05, + 2.6464025977728408e-05, + 2.5275280583229158e-05, + 2.4201202945069605e-05, + 2.4198179284258342e-05, + 2.405220213142692e-05, + 2.361309454134099e-05, + 2.3173885212852977e-05, + 2.2956973223265125e-05, + 2.2855919352016916e-05, + 2.1843268281922804e-05, + 2.1744224643986756e-05, + 2.1712538786548906e-05, + 2.093667559486743e-05, + 2.0781238637698757e-05, + 2.055450652446664e-05, + 2.044324718865293e-05, + 1.9940404221270194e-05, + 1.9828936402497023e-05, + 1.9536123899850748e-05, + 1.9270102734213498e-05, + 1.913060162867553e-05, + 1.900769940316091e-05, + 1.6587050678381758e-05, + 1.636283530892205e-05, + 1.6290370611633374e-05, + 1.6041598075186568e-05, + 1.598138535054481e-05, + 1.5540754671221182e-05, + 1.4959960422365103e-05, + 1.4873517834932823e-05, + 1.4633393421548061e-05, + 1.4387323622943562e-05, + 1.3908944779576455e-05, + 1.329103402836729e-05, + 1.307941706801336e-05, + 1.2915701389919405e-05, + 1.287682070923388e-05, + 1.2683586930327287e-05, + 1.225426592906543e-05, + 1.153498606537536e-05, + 1.125788809027098e-05, + 1.0859806868761506e-05, + 1.0183133019283533e-05, + 1.0115440400543411e-05, + 9.722464422071316e-06, + 9.065853935199252e-06, + 8.845980164904501e-06, + 8.680768576098001e-06, + 8.151050606314499e-06, + 8.149684693261524e-06, + 7.776929369656834e-06, + 7.564838559330099e-06, + 7.544588694372292e-06, + 7.051819133850323e-06, + 6.383725231653011e-06, + 5.512061462393784e-06, + 5.486403557012672e-06, + 4.784403600492328e-06, + 4.104239392967463e-06, + 4.002079932578025e-06, + 3.878244063862865e-06, + 3.718639838783427e-06, + 3.605538025891999e-06, + 2.909189987169852e-06, + 2.6750909810347718e-06, + 2.619885993971622e-06, + 2.531478086864134e-06, + 2.24495477070801e-06, + 1.9595827521999734e-06, + 1.9081908065294736e-06, + 1.8880288105457506e-06, + 1.860078204652139e-06, + 1.7800839225271063e-06, + 1.7554278315475926e-06, + 1.6510937956914893e-06, + 1.5982158751113189e-06, + 1.5476796613236134e-06, + 1.5467521930406104e-06, + 1.5342493655503943e-06, + 1.4080548860584982e-06, + 1.3750999209546378e-06, + 1.1344749630254311e-06, + 1.034648020808711e-06, + 1.0244463762791975e-06, + 9.990936808273742e-07, + 9.670430355641434e-07, + 8.615026528743868e-07, + 6.51847741505963e-07, + 6.006749217947648e-07, + 5.334650994224053e-07, + 5.278626576828603e-07, + 5.123676075639014e-07, + 4.86145940348192e-07, + 2.5466534567961746e-07, + 1.9980985938365993e-07, + 1.6891318938323058e-07, + 1.0106522604926489e-07, + 9.853296819349908e-08, + 7.167605682224398e-08, + 6.60571501943959e-08, + 1.881982591244359e-08, + 6.219946918580787e-09, + 3.466278571403621e-09 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 83.2, + "precision": 25.238095238095234, + "recall": 19.714285714285715, + "f1": 20.641025641025642 + }, + "selection": { + "precision": 0.563836707366476, + "recall": 8.05194805194805, + "f1": 1.053845871643008, + "jaccard": 0.5302254281474824 + } + } +} \ No newline at end of file diff --git a/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Substance_Use_Disorder.json b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Substance_Use_Disorder.json new file mode 100644 index 0000000000000000000000000000000000000000..4b94e6eca42f0930cf9ba55b9e0ee5bafac2d497 --- /dev/null +++ b/output/regress/Post-Traumatic_Stress_Disorder/significant_genes_condition_Substance_Use_Disorder.json @@ -0,0 +1,3879 @@ +{ + "significant_genes": { + "Variable": [ + "AATF", + "AADAC", + "A2M", + "ACTMAP", + "ALPK2", + "ABCF2", + "ABCC6", + "ACSM4", + "ACSM5", + "ACADVL", + "ADAMTS12", + "AAMDC", + "ACOT4", + "ANKRD40", + "ABHD2", + "AASDHPPT", + "ACOT2", + "ACRV1", + "ADGRG4", + "ACTN3", + "ABCB10", + "ABCE1", + "ABCB8", + "ABI3BP", + "ABCC10", + "AGR2", + "ALDH4A1", + "ART3", + "ACAT2", + "ALDH1L1", + "AACS", + "ADGRE4P", + "ABCC13", + "ACSM2A", + "AFG1L", + "ABCC8", + "ABCA8", + "ABLIM3", + "AADACL3", + "AK2", + "AHCYL2", + "AGRP", + "ADAMTSL2", + "ADAMTSL5", + "ABHD17B", + "AEN", + "ABCA6", + "ABHD1", + "AFF2", + "ARHGAP24", + "ALDOB", + "ALKBH4", + "ACSM3", + "ADAM21P1", + "ARL3", + "ADRA1A", + "ABLIM2", + "ABCA12", + "ABHD13", + "AKAP7", + "ACBD6", + "ABCA11P", + "ACTR2", + "ACTR5", + "ACTR10", + "ACO2", + "ABCB5", + "ABHD5", + "ADCYAP1", + "ACMSD", + "ADAP2", + "AGER", + "ADCY9", + "ALAD", + "A3GALT2", + "ADAD1", + "ABCC9", + "AARSD1", + "AOX1", + "ACKR1", + "BPIFA4P", + "ARHGAP22", + "ANKZF1", + "ADGRD2", + "ABHD12", + "ARHGAP23", + "ABHD17A", + "ABCC4", + "ADH5", + "ACTRT1", + "ACOT1", + "APBA3", + "ADAD2", + "AIRIM", + "ANKK1", + "APLP1", + "BBS5", + "ADGRG2", + "ANGEL2", + "ASIP", + "AKAP1", + "ALOX12P2", + "ADCY1", + "ACER1", + "APCS", + "ABCA10", + "ACSL5", + "ALG1L1P", + "AGAP7P", + "BMP5", + "ABRAXAS1", + "ADGRG6", + "ADAM21", + "ABI1", + "AP4M1", + "ANO3", + "ABCB4", + "ABRA", + "ALDH1L2", + "ALX1", + "AP2S1", + "ACKR3", + "AARS1", + "AKAP8", + "ALG9", + "ADCK5", + "ACACB", + "ALDH7A1", + "BHLHE22", + "C1orf167", + "ABAT", + "AKR1B15", + "APOBEC3H", + "ADAM5", + "ADA", + "ASXL1", + "ABCD1", + "AKR1C8", + "APLN", + "ANGPT2", + "ARSL", + "APCDD1", + "ALDH18A1", + "C3orf20", + "ADORA3", + "ABCB11", + "ANK3", + "ATXN1L", + "ARFRP1", + "ATG10", + "HMGB4", + "ADK", + "ACTL10", + "AEBP1", + "ADGRV1", + "ADO", + "AFDN-DT", + "ABCF3", + "ARHGEF19", + "C2", + "ARID1A", + "ADAM32", + "ALDH16A1", + "ANKAR", + "CETN3", + "AK3", + "ADIPOR1", + "CTXN2", + "ACTL6B", + "ACAP3", + "AFAP1L1", + "ADAMTSL4", + "ADTRP", + "CHRM1", + "A1BG", + "APEX2", + "ALCAM", + "BANP", + "ADGRF2P", + "ANKFN1", + "AACSP1", + "ANKMY1", + "ANO1", + "ANKRD13C", + "CACNA2D1", + "AADAT", + "AP4B1", + "ADAMTS8", + "BAGE2", + "ASTE1", + "ADORA1", + "ANO7", + "AP2A2", + "COLEC10", + "AP4E1", + "ANKRD34A", + "ARHGEF15", + "ABR", + "AP5S1", + "ACTL7A", + "AAK1", + "ARID3C", + "ACVR2A", + "ABHD11", + "ADAM22", + "AGT", + "CLEC4GP1", + "APOLD1", + "ATF1", + "ACTR6", + "C12orf43", + "AHSP", + "AURKC", + "AIPL1", + "ACSM2B", + "ASPN", + "BDH2", + "CNPY1", + "ALPL", + "ABRAXAS2", + "ACVR1C", + "AAAS", + "ARHGEF16", + "ACP2", + "ADAMTSL1", + "ANKRA2", + "CAPN11", + "CD109", + "AMER3", + "AMPH", + "BMERB1", + "ANAPC15", + "CRTC3", + "CAND2", + "DHX30", + "CA14", + "ATRX", + "ARHGEF28", + "ARHGAP32", + "FUZ", + "ACSM1", + "AQP4", + "ADAMTS16", + "ANKRD20A8P", + "ADCY4", + "C1orf216", + "ADAM8", + "ABCB1", + "AKAP14", + "ACP5", + "ANKS4B", + "GARNL3", + "BDNF-AS", + "ACOX3", + "ATP5MC3", + "ADAMTS10", + "AMPD3", + "ANKLE2", + "ARMH4", + "ACTBL2", + "ANOS1", + "BAHCC1", + "ADGRF4", + "ANKRD24", + "FAM225B", + "AQP1", + "AMELX", + "BRDT", + "ARLN", + "ADARB1", + "CALR3", + "AP1S1", + "CCDC27", + "BCL2L12", + "ALDH3A2", + "CLLU1-AS1", + "AIG1", + "SCTR", + "CDH7", + "ANAPC2", + "ANKIB1", + "BMAL2", + "AMHR2", + "AKIRIN2", + "ADGRB2", + "CCAR2", + "AICDA", + "ATP10D", + "ACTG1", + "ADAM7", + "ATAT1", + "ASB16-AS1", + "DAZL", + "BPESC1", + "ABCB9", + "AADACL4", + "C16orf87", + "FAM90A13", + "ANKRD31", + "COL11A1", + "ANKRD18B", + "AHSG", + "CDKL3", + "ANKRD54", + "AMY2B", + "AGAP4", + "BRI3BP", + "CHRDL2", + "ACOD1", + "AAGAB", + "DAZ4", + "CDYL", + "DUX3", + "ACO1", + "BTNL2", + "APOBEC3D", + "BCO2", + "ADIPOR2", + "ATRNL1", + "CGREF1", + "LOC654780", + "ANAPC7", + "ARHGEF25", + "C10orf55", + "AKAP6", + "BRWD1-AS2", + "ANO2", + "ACADL", + "MGAT5", + "AVP", + "BRS3", + "CHDH", + "ACBD5", + "LILRA3", + "ACYP1", + "CLSTN2", + "ADGRL3", + "C3orf18", + "CBX8", + "ABCA3", + "AIF1", + "CACNA1A", + "ABCD2", + "ATAD3B", + "ATXN2L", + "GLRA1", + "ANKRD18A", + "ASAH1", + "COQ3", + "CASP9", + "C7orf57", + "AZGP1", + "BMP2KL", + "ATF6B", + "CHRM4", + "ABO", + "ABI3", + "BCAT1", + "CCDC116", + "C1orf53", + "ADAMTS1", + "DHDH", + "TRIM42", + "AKR1C4", + "AKIRIN1", + "CFAP20", + "AKR1A1", + "CHST2", + "ACR", + "AMDHD2", + "DLST", + "ABCA9", + "CENPL", + "AAR2", + "ANAPC4", + "ANXA2P1", + "DEFB103A", + "AKNA", + "ACTN2", + "BCL9L", + "ANK1", + "C1QBP", + "ADH4", + "SNORD113-5", + "CARD19", + "AFDN", + "ADGRE3", + "ABITRAM", + "ACOXL", + "CLEC4M", + "ASB12", + "CHD1L", + "ADORA2B", + "DAPL1", + "ADGRL1", + "ANKRD35", + "ABCA1", + "PAFAH1B3", + "CLDN3", + "AGBL2", + "COL13A1", + "ADAM15", + "AGO2", + "APMAP", + "ARSB", + "ARMCX5", + "DRAXIN", + "ABTB1", + "ANXA8", + "AGAP11", + "CSNK1E", + "ADAMTS7", + "AQP6", + "ADAM17", + "ARHGAP10", + "BIRC2", + "AATK", + "CFAP53", + "ALPK3", + "ANKRD20A11P", + "ATP6V1F", + "ADAMTS4", + "ADGRA1", + "CNTNAP1", + "ANKUB1", + "ATP5PD", + "ANKRD20A2P", + "ADGRA3", + "AXIN2", + "ACYP2", + "HRG", + "AGPAT3", + "CDC14C", + "ATP6V1G3", + "ADAM18", + "AGPAT4", + "AASS", + "C5", + "CATSPERE", + "ARRDC1-AS1", + "ARHGAP5", + "CLTCL1", + "APEH", + "DTX1", + "ATP13A2", + "APOL6", + "CNR2", + "NLRP3", + "FBXL2", + "DUOXA1", + "ANP32E", + "CLIP3", + "LOC613038", + "CARMIL1", + "ALYREF", + "AFM", + "CHRNB2", + "CRTAP", + "BTBD16", + "CLCN1", + "AGRN", + "CBLL1", + "C16orf78", + "CCDC42", + "TMEM52", + "ANLN", + "PBX3", + "FANCB", + "KCTD21", + "MIR302B", + "CARNS1", + "MIR602", + "ACSS3", + "ARL14", + "CCDC144A", + "COL5A3", + "ANKRD27", + "ADRA2A", + "BAIAP2", + "EPS15L1", + "IL1RAPL2", + "ABCF1", + "BOC", + "CLDN23", + "ADGRF1", + "INSM2", + "ARR3", + "CPT1A", + "GINS2", + "ASB18", + "AMMECR1", + "C8orf58", + "CPE", + "BDKRB2", + "PKD1L1-AS1", + "BBIP1", + "CCNK", + "CLN8", + "ATP6V1G2", + "CNTN4", + "CCDC146", + "COL4A5", + "RLBP1", + "CPNE9", + "BST1", + "ACAP2", + "ANXA9", + "EXD1", + "ALKBH7", + "PADI3", + "CRTC1", + "IFITM5", + "CCDC83", + "BNC2", + "LOC727980", + "ALG6", + "COL15A1", + "AVPR1A", + "RASD2", + "C3AR1", + "E2F1", + "CELF6", + "EDIL3", + "BCAM", + "CDKN1B", + "LOC646804", + "BEND4", + "CFAP141", + "C10orf53", + "GDPD5", + "FST", + "FGFR2", + "CACNA1H", + "ADIPOQ", + "ARID5B", + "ACTA1", + "BCHE", + "ACAT1", + "FABP2", + "APOC3", + "BPY2", + "ATP6V1B1", + "BCAS4", + "AWAT2", + "ASPHD1", + "ANKRD40CL", + "KCNH5", + "ARHGAP31", + "AGAP6", + "ABCC2", + "CLDN1", + "ASCC2", + "ARMCX3", + "CPZ", + "ARL17A", + "ASIC1", + "CEACAM18", + "THOC6", + "CITED1", + "CHPF2", + "KCNH3", + "ABHD8", + "ANP32A", + "BARHL2", + "CHSY1", + "CSMD2", + "DPEP1", + "DUX4L8", + "IQUB", + "CGB1", + "BMPER", + "AKR1C6P", + "PRODH2", + "ADCY2", + "FIGLA", + "GCK", + "BZW1", + "CAPNS2", + "NQO2", + "AMELY", + "ARFIP2", + "ATP5MF", + "ANKRD2", + "ADRB3", + "CCDC71", + "AP3D1", + "AMFR", + "C1orf105", + "AGO1", + "BRD1", + "ATP12A", + "C20orf96", + "CHRM5", + "AMPD1", + "DNAH5", + "TACC2", + "CHKB", + "ASPSCR1", + "CACNG6", + "IER5L", + "KIAA1217", + "AMBN", + "ABCB6", + "AGAP10P", + "HPN", + "CFAP298-TCP10L", + "CRLF1", + "CABIN1", + "ARPC5", + "DEFB107B", + "CPLX1", + "AP1M2", + "AGBL3", + "C2CD6", + "ASNSD1", + "CACNA1F", + "ETV5", + "FRAS1", + "CTSL3P", + "BMP3", + "CCHCR1", + "ATE1", + "AXIN1", + "ARHGEF7", + "ENPP6", + "ABHD14B", + "ADAMDEC1", + "CERS4", + "FTCD", + "MOCOS", + "ARHGAP8", + "BLK", + "CLCNKA", + "DSCAML1", + "C1S", + "XKR7", + "ADGB", + "ACTC1", + "CORO1B", + "ATP2B4", + "FAM90A16", + "CSH1", + "BIRC8", + "ABCG4", + "CCDC162P", + "BPIFB4", + "CAD", + "ADGRG7", + "ACKR4", + "L1CAM", + "CA6", + "MRGPRX1", + "CCNB2", + "NUS1P3", + "BLCAP", + "CLCA4", + "ARHGAP12", + "CLDN6", + "ANKRD16", + "ALDH9A1", + "FRK", + "ELOA3BP", + "GLI4", + "ALDH2", + "BOD1", + "EGFL8", + "NSMCE1", + "FFAR4", + "BCO1", + "DYNC2H1", + "FAM120C", + "AGBL1", + "ADRM1", + "RER1", + "DLX6-AS1", + "AGPS", + "CCDC191", + "ANKRD53", + "ARMC8", + "CRYBB3", + "HDGF", + "CATSPERD", + "KRTAP23-1", + "ARL5C", + "ARL13B", + "CCL15", + "ALKBH5", + "BUD31", + "ATN1", + "AHCY", + "ADAM19", + "CAVIN4", + "B3GNT7", + "ANXA4", + "AKR7A2", + "CEP72", + "ACLY", + "APOBEC4", + "CLIP2", + "AKAP10", + "ATP5PF", + "KLK2", + "ISL2", + "ARF5", + "OR8H1", + "EFNB1", + "COMP", + "CNTF", + "APRT", + "CSF1", + "CCDC152", + "CCR5", + "CBR1", + "EPCIP", + "C1QL4", + "GRAMD1B", + "ALDH3B1", + "ABCC3", + "CDRT4", + "DRD3", + "AGTR2", + "ARMS2", + "SNORD51", + "CCDC13", + "FAM187B", + "APOB", + "BCS1L", + "RAD54L", + "ALKAL1", + "GPR83", + "ALG10", + "CCT4", + "ANXA10", + "ANKS1B", + "AGAP9", + "CDH18", + "CDCP1", + "ACTRT3", + "ANKRD20A1", + "CMC2", + "ADA2", + "ARSJ", + "C11orf98", + "KIAA1210", + "ATP2A1", + "MTSS2", + "SPIRE2", + "CDC42EP2", + "COG7", + "ASIC4", + "GLDC", + "CD19", + "HCRTR2", + "C17orf50", + "CES5A", + "ANGPTL1", + "CD72", + "OR1A1", + "LINC00696", + "TMEM171", + "ADNP2", + "CLBA1", + "AKT2", + "CELP", + "ALKBH3", + "HEBP1", + "CSPG4", + "C8orf74", + "ADGRG1", + "LOC100130872", + "B3GNT3", + "LOC647264", + "CXADRP2", + "C11orf87", + "CA5A", + "ARMC7", + "ADIG", + "ALDH3A1", + "FMN2", + "ATP5MK", + "LOC729218", + "LOC100131496", + "MIR524", + "LACC1", + "WNT1", + "DNAH17", + "DRGX", + "ARRDC5", + "H3C2", + "CRCT1", + "RBFA", + "ZNF843", + "MYL9", + "ASB17", + "ADCYAP1R1", + "COX11", + "ARHGAP35", + "IFNA5", + "ADHFE1", + "CD300E", + "BRD3OS", + "NXF4", + "NPDC1", + "HSD11B1", + "BAK1", + "CDK9", + "ATOSB", + "PKD2L2", + "DNAH14", + "FAAP24", + "BAGE", + "EXOSC2", + "COL18A1-AS1", + "OMD", + "ABCG1", + "ANKRD11", + "TOP1MT", + "LIMA1", + "CRY2", + "CDH22", + "CHRDL1", + "ADH5P4", + "AMH", + "ASCC1", + "BAD", + "DNAJC5B", + "BCL10", + "CENPM", + "C12orf50", + "ELFN1", + "ADAMTS5", + "KCNJ5", + "ANXA2", + "BBLN", + "ARL17B", + "AGPAT5", + "CCDC144NL", + "TBX6", + "BPHL", + "MYL10", + "CD38", + "ALDH1A3", + "FAM210A", + "SNORD91B", + "ATP6V0A1", + "CDK3", + "BDH1", + "GEMIN4", + "IL22", + "AKT1S1", + "DDX43", + "HLA-C", + "NAV3", + "ASB13", + "CNTNAP2", + "TRPM4", + "CCK", + "GPX3", + "CLEC11A", + "MIR629", + "GPR152", + "MVK", + "APOH", + "BTNL3", + "OR8G2P", + "C2CD4D", + "HLA-DOB", + "CHI3L2", + "CD4", + "DSCR9", + "GAS1", + "ADAMTS3", + "CLK2", + "C2CD4A", + "CLHC1", + "MIR1915HG", + "C1orf146", + "LZTS1", + "ATL3", + "SPACA5", + "CDK5RAP1", + "PNKD", + "MIR548Q", + "BLOC1S2", + "MIR620", + "HENMT1", + "ATP10A", + "KCMF1", + "CASK", + "CYP4Z2P", + "BPI", + "LRP3", + "CCDC7", + "DNHD1", + "CCIN", + "C2orf15", + "CLEC12B", + "CTIF", + "BABAM1", + "ERICH4", + "ARHGAP9", + "DMWD", + "FAM219A", + "C1QA", + "AKR1C1", + "ADSS2", + "FOXF2", + "AZU1", + "FAM87A", + "ARG2", + "EPHA2", + "CABP5", + "AFG2B", + "ASIC5", + "HNF1B", + "CCDC144CP", + "ATP1B1", + "DMP1", + "PBLD", + "ASB3", + "A4GNT", + "MIRLET7C", + "RCN3", + "BAZ2A", + "BAG3", + "ARIH2OS", + "MPV17", + "COX5B", + "AUNIP", + "GCC2", + "DNAJC17", + "MIR494", + "ASIC2", + "BTNL9", + "ACTR3B", + "GRHL3", + "CAPN14", + "AMER1", + "MUC15", + "DHRS3", + "DBX2", + "ODAD3", + "ZNF607", + "ERCC6", + "ADPRH", + "APOE", + "MAP1LC3C", + "MIR141", + "FKSG49", + "LYSMD4", + "INO80C", + "EMID1", + "ALS2CL", + "CHRNB1", + "BORA", + "COMMD7", + "ARHGAP19", + "CD177", + "LDLRAD3", + "DERPC", + "BMP1", + "EML5", + "CHAT", + "ANKRD22", + "DANCR", + "NR2F2", + "KLK5", + "H2BC21", + "CEP63", + "CCNQP1", + "GABRB1", + "CNGA4", + "DIS3L", + "ADGRD1", + "CPXM2", + "KCNA1", + "ATG2B", + "ASCL4", + "TMSB15A", + "CBLN1", + "ADAT2", + "C12orf76", + "ADCY7", + "ABTB3", + "FAM90A20", + "RCN1", + "CCNB3", + "LCE4A", + "CDH16", + "CD180", + "CLIC4", + "KRT81", + "CSNK1A1L", + "ARL8A", + "AGL", + "GDF9", + "LTC4S", + "LIMD2", + "ACSS1", + "PPIL6", + "RIN1", + "B3GNT5", + "ATP6V1E2", + "HAS1", + "MRPL9", + "CCDC148", + "HOXD10", + "DRD1", + "C1orf21", + "EIF4ENIF1", + "ADD3", + "GATA1", + "DNAI3", + "GNRHR2", + "ADRB1", + "ADGRG3", + "ACOT11", + "CDCA2", + "CLPSL2", + "NCK1", + "CSNK1A1P1", + "ADIRF", + "AP1G1", + "C1GALT1", + "EME1", + "ARHGAP29", + "APEX1", + "ASB5", + "CAPN3", + "CFHR1", + "MIR761", + "BICDL2", + "PHLDB1", + "ENTR1", + "DPEP3", + "ACSL3", + "ADAM10", + "FILIP1", + "BAZ1B", + "NWD2", + "ADAMTS20", + "CRISP3", + "SFMBT2", + "GMDS", + "FAM90A19", + "COQ4", + "SUPT16H", + "ARSK", + "ALOX5", + "ADSS1", + "SAMD13", + "DISC1", + "ATP1A1-AS1", + "C11orf16", + "GCOM1", + "MIR455", + "CCDC85B", + "DDX56", + "KRCC1", + "CSPG5", + "ECE2", + "TBPL2", + "INSM1", + "RBMY1A1", + "MRPL34", + "CXCR3", + "ANGPTL4", + "GIP", + "AGTPBP1", + "CEP135", + "AMMECR1L", + "LOC151760", + "ACSL6", + "ATP1B2", + "NMU", + "CDK15", + "CDC42SE2", + "CD101", + "DEFB130A", + "MIR29B1", + "PBK", + "CALML3", + "DMAC2L", + "HOXA11-AS", + "IRX5", + "MFSD5", + "GGT7", + "MAGEA2B", + "B4GALNT3", + "AQP11", + "CAMTA2", + "APOOL", + "ADGRG5", + "OBSL1", + "SVOP", + "COL26A1", + "HDX", + "UCK2", + "AASDH", + "BHLHA15", + "AFF3", + "PRSS37", + "IL19", + "APRG1", + "GJA4", + "BCAR4", + "FYB2", + "DEFA6", + "ACSS2", + "FGF17", + "BCL7B", + "PPARA", + "CCM2", + "FGFR4", + "SPACDR", + "CEMP1", + "BBS10", + "RIMBP3C", + "CCP110", + "CIAPIN1", + "RBP1", + "HRNR", + "BBS4", + "BNIP1", + "ADGRB1", + "CNTROB", + "OVGP1", + "PAGE1", + "EOLA1", + "HOXD9", + "CREBL2", + "TPRXL", + "MMP8", + "OR4S2", + "AFAP1", + "EHD3", + "GRM4", + "LIN54", + "CENPU", + "CDK8", + "ADAT1", + "CARD11", + "KANK1", + "PUDP", + "NR0B2", + "HSD3B2", + "BIRC6", + "LAMB2", + "FABP5P7", + "BMX", + "PRSS53", + "DGCR2", + "C3orf38", + "TTC31", + "NMRAL1", + "NEURL2", + "ARHGAP11A", + "C2orf78", + "GLYAT", + "FICD", + "DCAF8L2", + "CBLL2", + "LRRC36", + "SPESP1", + "CXorf65", + "ELP5", + "ANXA3", + "ADORA2A", + "CLDN22", + "LRRC32", + "MRO", + "ARMCX5-GPRASP2", + "CSAG1", + "BOLA3", + "MRPL28", + "PGAM1", + "ZNF454", + "COX14", + "ANGPTL7", + "LINC02870", + "ART5", + "SNORA25", + "APOL2", + "CYP4Z1", + "STX5", + "BTN2A3P", + "WDR48", + "HCG27", + "TP73", + "SNPH", + "AMZ1", + "IL12RB1", + "PRPF38B", + "AGXT", + "AIFM1", + "BARX2", + "AS3MT", + "OR10H5", + "DCUN1D2", + "CDC40", + "B3GALT6", + "BIN1", + "AKAP11", + "ELMOD2", + "CDRT15P1", + "ATF2", + "MT1JP", + "BAG4", + "CCNF", + "AGK", + "ANKRD28", + "LOC402279", + "ACTR1A", + "MMP15", + "CLTC", + "DPRXP4", + "CARMIL2", + "MEGF8", + "CELF3", + "C3orf33", + "PNMA8B", + "ATP2B2", + "OR5I1", + "CLK2P1", + "CECR2", + "CYP11B2", + "CCDC142", + "GAD2", + "FBXO24", + "FAM3A", + "CCL17", + "PCDHGB8P", + "CYP2F1", + "ARMC3", + "ARMCX1", + "ATP6V0E1", + "ACTN1", + "FAM170B", + "ADRA1B", + "ARL10", + "BLVRB", + "CYP39A1", + "GTF2F1", + "RRH", + "RENBP", + "CCKAR", + "CALHM1", + "HDHD3", + "GGT8P", + "IL6ST", + "MFSD2B", + "LOC727884", + "KIF1B", + "DPPA2", + "DNAI1", + "LAMTOR1", + "KCNT2", + "AMOT", + "ARRDC2", + "FADS3", + "DEFB131A", + "BAGE3", + "AFF4", + "CUL3", + "IL12B", + "INO80", + "CCNG1", + "DACT2", + "CIMAP1B", + "MARK1", + "DRC12", + "CRMP1", + "CD300LD-AS1", + "DYRK1B", + "ATP2A3", + "BTG4", + "LOC401957", + "AP5M1", + "PNMA8A", + "COMMD4", + "LOC645405", + "ERICH5", + "KCNQ2", + "C1orf116", + "VPS39" + ], + "Coefficient": [ + 0.04211549229387592, + 0.035053433209364805, + 0.032787365850985975, + 0.03259995296454162, + 0.03221480178944329, + 0.027838234639576243, + 0.026796063321910663, + -0.02627174475629475, + -0.026204762454540766, + -0.02607627292494855, + 0.02490901408516098, + -0.024606744247781077, + -0.024599851442158996, + 0.024230360348126347, + -0.023995234326739407, + -0.023979676849135288, + -0.023487529699678468, + 0.02343483536827425, + 0.023170959378024755, + 0.022838175326214377, + -0.022688052816397117, + 0.022576424126689303, + -0.022542577052082877, + 0.022486825436442717, + 0.022324859007111394, + 0.021899639478249473, + 0.02184003973992223, + 0.021604148752528904, + -0.021356109675604418, + -0.020482758913099124, + -0.01957683537778073, + 0.019091216206550948, + 0.018884904152561287, + 0.01864552880788346, + -0.018603848349916526, + -0.018514673225082844, + -0.018393105702088533, + -0.01834991347342201, + 0.018080867920284044, + -0.017737493050302616, + 0.01757822147318086, + -0.01757213192669785, + -0.017394025591688927, + -0.01704723686738302, + -0.016990314367616166, + -0.016810048231805676, + 0.015879953265981083, + 0.015738298161611552, + 0.015612044660502396, + 0.015526203608897697, + 0.015521864549798063, + -0.015215713576984355, + -0.015036576619859715, + -0.014986663409789108, + 0.014885646693340075, + -0.014704125968303361, + -0.014258365382353968, + -0.014063916144983512, + -0.013957439018645719, + -0.01391907339239136, + 0.01383027799945121, + 0.013671925578630851, + 0.013634838122419, + -0.013193760269014095, + 0.013051716949449055, + 0.012933690461233898, + 0.0129074458466717, + 0.012812544364949956, + -0.012716587177092335, + -0.012712257541210643, + -0.01266073434595975, + -0.012633893591405444, + 0.012631449330698827, + 0.01252093917258209, + 0.012465997626871537, + 0.012461888331904088, + 0.012372472773899957, + -0.012314025240319777, + -0.012270461226729873, + -0.012073333083414715, + 0.011808300852328757, + 0.01179311946514851, + 0.011755470540580617, + -0.011708809533084006, + -0.01155299032474264, + 0.011439916262795186, + 0.01142675538330551, + 0.011375301689305903, + 0.011345557196665657, + 0.011302942567615824, + -0.011302457739448915, + 0.011119947276139054, + -0.010949240550141797, + 0.010884519925818986, + -0.010872523458334091, + -0.01083339256198144, + 0.01061916500091822, + 0.01053010396961029, + 0.010320405863192285, + -0.010305068947875261, + -0.010092737355076828, + 0.010047814812497937, + -0.009995180897368968, + -0.00987307800643073, + 0.009844189795821195, + 0.009739040688908641, + -0.009666062502230713, + 0.009606436263647712, + -0.00955330328262211, + 0.009529506011974848, + 0.009483332092887672, + -0.009464169591583424, + -0.009452667831796322, + 0.009448606823196535, + -0.009412359131894883, + -0.009286727442792804, + -0.009271442470388861, + 0.009252827376517307, + 0.009238216958424838, + -0.009047564452770836, + -0.009023043336012466, + 0.00898985941211232, + 0.008941291804890911, + 0.008910671810439131, + -0.00888906964014397, + 0.008794158534980324, + 0.008782181992186186, + 0.008743385649796669, + -0.008721128845149242, + 0.008689381232280564, + 0.008671001948957124, + 0.00850608421089286, + -0.008482430907559195, + 0.008397765218694155, + 0.008298698708082199, + 0.008294001152209282, + 0.008290898019673545, + -0.008271526685164112, + -0.008263587894283796, + -0.00818990127770698, + -0.008188551931740149, + -0.008173856116346561, + -0.008158071008951929, + 0.008119973802030209, + -0.008106373689089742, + -0.008044006409888714, + 0.008016549099691078, + -0.008015565910241794, + -0.007943411012205208, + -0.007922915459717846, + -0.00781128376181643, + -0.0077718499323105195, + 0.007753676662580661, + 0.007715857433833679, + 0.00765184229728617, + 0.00748671943468917, + 0.0074827970294770296, + 0.00741178192903845, + 0.007385589241732545, + -0.007372305756621397, + 0.007349676349912508, + -0.00730376254254767, + -0.00729300985233699, + -0.007196364011555725, + 0.007188837793955202, + 0.007175289148525823, + 0.007081088677900717, + 0.007074541853200016, + -0.007034343798225437, + 0.0069890732583214096, + 0.006919720354378573, + -0.006825613933319403, + -0.00676632360640612, + 0.006710087544699611, + 0.006699084100548276, + -0.006637696182776014, + 0.0066077897096513735, + 0.0065532093692507185, + -0.006547466573513696, + 0.00650720543924883, + 0.0065006485686736485, + -0.006437638341916846, + 0.0064241511489663335, + 0.0063614314705184565, + 0.006355256483694658, + -0.006290503769498329, + 0.006277447344006744, + -0.006268849767212068, + 0.006208936611347788, + -0.0061704988512927455, + 0.006151527715636438, + 0.0061253323506776395, + -0.006092695100850674, + 0.006082960534769091, + 0.0060694588702921385, + -0.006065292092970105, + -0.006043519676914131, + -0.0060407240952288594, + 0.006031093327767601, + -0.005955402162873647, + -0.00589424228600841, + -0.005815679321613302, + 0.0058110747912367665, + 0.005809460886151129, + 0.0057640496102784895, + 0.0057571491243393925, + 0.00570437948301593, + 0.0056972389305020655, + 0.005650481072750473, + 0.005643207086597364, + -0.0056058094407477, + -0.005589305749116486, + -0.005545910377688544, + 0.005509506933376068, + -0.005498706186779386, + -0.005482637168231857, + 0.005480246283776941, + 0.005438124607444095, + -0.005418564071140315, + -0.005395121311392734, + 0.005379415755335217, + -0.005378054682213752, + -0.005364365405552288, + 0.00535318962102483, + -0.005330676319415504, + 0.005279756700471052, + -0.005097607837391841, + -0.005095283316604443, + 0.004997505247439087, + -0.0049796981807030795, + -0.004971159636741382, + 0.00493938887706409, + -0.00492779062605727, + -0.004903753937302814, + 0.004874941696288552, + -0.004851192798061534, + -0.00480607997460141, + 0.004747273613115146, + -0.0047409827994418, + -0.00468733038864849, + -0.004678310039505019, + 0.004667129959768533, + -0.004660473505500158, + -0.004655892276233924, + -0.004647140319874913, + 0.004646509606244634, + -0.004621989623154792, + -0.00460498962984588, + -0.004597660924084524, + -0.00459072676397586, + -0.004557905731613125, + -0.0045357824951907455, + -0.0045098675788722365, + -0.004493456161689899, + -0.004460782539864904, + 0.004431195815661131, + 0.004419042096996218, + 0.004417829119946612, + -0.00441171950221065, + 0.004388272186609557, + -0.004384315415248332, + -0.004364948077183096, + 0.004363128014429495, + -0.004342361678930027, + -0.004323471106500452, + 0.0043231472788695935, + -0.004312567908096811, + -0.004311184355903033, + -0.004293598615163418, + 0.004288765323310241, + 0.004286057494078199, + -0.004268477278111858, + -0.004265891608110023, + -0.004262700157897692, + -0.004255826081115823, + 0.004253207376763737, + 0.004205787648321299, + 0.004192488079943645, + 0.004158587772070545, + -0.004148406330975553, + -0.0041441589332444975, + 0.004140264070928822, + -0.004134987431664557, + -0.004116217526707797, + 0.004032582976811857, + -0.0040039018448443636, + 0.003980351768067469, + -0.003979876560140768, + -0.003976244313063365, + -0.003964451853481472, + -0.00394579257920653, + -0.00393004603578705, + 0.003927337373561167, + -0.003919223332049372, + 0.003889765655860892, + 0.0038771129446625073, + -0.0038712234457718825, + -0.0038432064264215444, + 0.0038342225041843358, + -0.003798904858280429, + 0.0037778513228422512, + -0.0037761300297542945, + 0.0037543171549274928, + 0.00374633499101533, + 0.003746323871707281, + 0.0037423666268716843, + -0.003704958455783045, + 0.0036980239748245886, + -0.003666613544005185, + -0.00366259696834174, + 0.0036588266578170677, + 0.003656856206325832, + -0.0036461643494346344, + 0.003639393382798832, + -0.003636324736921829, + -0.0036241731425196507, + -0.0036151338928853043, + 0.003597315176015209, + 0.00358649655701175, + -0.003583783191555647, + -0.0035786392937355877, + -0.003572267947886936, + 0.0035694450218076673, + -0.0035684599752803963, + -0.0035684372253472806, + 0.003559210153950616, + -0.0035563144984623657, + -0.0035532796028228996, + -0.003543708023918295, + 0.0035360745883882315, + 0.003533096164500659, + -0.0035215429103894027, + 0.00348561433106571, + -0.003459855236499459, + 0.003441735744408202, + 0.003432853853931944, + -0.0034256638358837964, + 0.0034242230029154427, + -0.003422559159995929, + 0.003418319918154025, + 0.0033715605092558163, + -0.00336859597447556, + -0.0033577223815098715, + -0.0033418587223830757, + -0.003337140518172007, + 0.0032639501917546584, + 0.003261656238858863, + 0.0032575387037474947, + -0.003222713303531068, + 0.0032101848182924404, + 0.003178760877314625, + -0.003178003654935746, + -0.003177443258854103, + 0.0031760111634236117, + 0.003161296340596826, + -0.0031544143220336887, + -0.003135677447304697, + -0.003133709942126129, + 0.0031284154137964705, + 0.003127308661747883, + -0.0031257267632424793, + -0.0031200748538866246, + -0.0031021093053552645, + -0.00310052260666118, + 0.0030987145933425776, + 0.00309567018354761, + -0.0030934049600337644, + -0.003088692479844956, + 0.003069312919812493, + 0.0030409518656362004, + 0.003031724422825865, + 0.003025261244477347, + -0.003023302009997906, + 0.0030222161371025033, + 0.003020455589033102, + -0.003003649140874967, + -0.002971380793435632, + 0.0029579061963594423, + 0.00295748333229688, + -0.002940601419017335, + 0.002936416639100013, + -0.002934037760385964, + -0.002925293913538198, + -0.0029200642951091407, + 0.0029137306020302687, + 0.0029087411369644266, + 0.0028820670380104215, + 0.0028773053833807375, + 0.002846108558859632, + -0.002831730704355271, + 0.002827010643772764, + 0.00281634348183649, + 0.0028021011419480076, + 0.002800739350366864, + 0.002800300426899015, + -0.0027969758433476046, + -0.0027814324204549095, + 0.002738238439676157, + -0.002737065171432875, + 0.0027318014573996406, + -0.0027250026533162065, + -0.0026946090377575464, + 0.002675389660107616, + -0.002671820599657155, + 0.002652093119296447, + -0.0026505411359023867, + -0.002638220994351438, + 0.0026206385153515455, + -0.002581938773246722, + -0.002547824656402157, + -0.002545643178083868, + -0.002542738959279614, + 0.002532116706703547, + 0.0025276254191512414, + -0.0025258842952053683, + 0.002524661366847384, + -0.0025195884350107953, + 0.002512994008396833, + 0.002508696620967467, + 0.0025070549703103116, + -0.0025029386042791204, + 0.0024961230862142175, + 0.0024911118810622304, + -0.00248988280641476, + 0.0024869708704200696, + -0.002483951003523602, + 0.0024611798177886224, + -0.0024588363094276604, + -0.002456701125861472, + 0.0024375538855467816, + 0.0024163361439662624, + -0.002411910953964485, + -0.002407733708072966, + 0.0023599827445758862, + -0.0023539900096904067, + 0.002353628119900223, + -0.0023516737083606946, + 0.0023507518998425567, + -0.0023465932019414155, + 0.002344964094593392, + 0.002344477622390657, + -0.0023411954478606764, + 0.002321846813326556, + -0.002313860400048318, + -0.0022754603227350036, + -0.0022722263616618615, + 0.0022634273942763535, + -0.0022583250856256353, + 0.002248368807155296, + 0.00223434023867993, + 0.0022253804982211656, + 0.0021980302262974297, + 0.0021951823401514187, + 0.002195057719789964, + 0.002190097999851467, + 0.0021895248218955247, + 0.0021826412303961166, + -0.0021777125997992047, + 0.0021655267779869076, + 0.002161745750655013, + -0.0021427112964750184, + 0.002141203950639912, + 0.002137405794587672, + -0.002131137447321775, + 0.0021273060630361794, + -0.0021054856820991318, + -0.0021050537748967834, + -0.002103100864126257, + -0.002101095115185668, + 0.0020747656810426182, + -0.002072445812641066, + -0.0020479470107547097, + 0.002042825748537481, + 0.002035016766272471, + 0.002027308701699846, + -0.0019729029562005323, + -0.0019696741396102438, + -0.0019675682190408357, + -0.0019552771407864125, + -0.0019403593493602848, + 0.0019309872908009032, + -0.0019275606408753524, + 0.001918611303670286, + -0.0018999305028767086, + 0.001869550255066271, + 0.0018671052490399685, + 0.001864526908930171, + 0.0018588338220130764, + 0.0018536145596112926, + 0.0018410188515301995, + -0.001831068678409638, + 0.00182748128973292, + -0.0018272287107897456, + -0.0018241551083428215, + -0.0018169243479378141, + -0.0018102511064728827, + -0.001804673427442336, + 0.0017961153179321824, + -0.0017946017707894514, + 0.0017854736447401735, + 0.001784357060536558, + 0.0017778665912744852, + 0.0017734156444773705, + -0.0017726722561314202, + -0.001766468317746348, + -0.001764576474696858, + 0.0017523135918981036, + -0.0017380409349982476, + -0.0017273578226107266, + 0.0017192627286487178, + 0.0017160243236764721, + -0.0017134807907555217, + 0.001712658840156679, + 0.0017118303623811146, + 0.001683040688924787, + 0.0016817005907561343, + 0.001681268025061367, + -0.0016779929460917803, + 0.0016765697132429948, + 0.0016763400583550546, + 0.001669129955393343, + 0.0016656298588599153, + -0.0016509073412052594, + 0.0016447209980620906, + 0.0016438047421090398, + 0.0016400462864989095, + -0.0016377789221136763, + -0.0016327566344704085, + 0.0016285686490489608, + -0.0016263146832116175, + -0.001624478331165285, + -0.0016165713391779106, + 0.0016122014501086933, + 0.0016047011048230633, + -0.0015993861848936247, + 0.0015900756968273155, + -0.0015886313287014028, + -0.0015880731334024646, + -0.001585827539725313, + -0.001584597186962837, + 0.0015758563916368697, + -0.0015749243656756299, + 0.001569803092887714, + -0.0015543921375059915, + 0.001551681019219643, + -0.0015500043652427764, + 0.0015430293900898582, + -0.0015425692874962407, + 0.001536838192909849, + -0.0015116635038495028, + -0.0015100288694453014, + -0.0015029102663823802, + 0.0014966840441253272, + -0.0014880830929516872, + 0.0014736999832913964, + 0.0014729261016042238, + -0.0014669868660251242, + 0.0014668592941453381, + -0.0014495092405277467, + 0.0014489192204183172, + 0.0014473597779855482, + 0.0014472638043981799, + 0.0014401331959291714, + 0.0014389772754434275, + -0.0014385198964395106, + -0.0014333489350495676, + -0.0014272803887132575, + -0.0014256944255453096, + -0.0014120381646312273, + -0.0014104192870217512, + 0.0013979387516601925, + -0.0013969030460193514, + -0.001396432206532573, + 0.0013899517438015264, + 0.0013878658670780793, + -0.0013771574415420206, + -0.0013718065104762363, + 0.0013677054214748427, + -0.0013667471417634482, + 0.0013631583871518927, + 0.0013583547437337343, + 0.0013534871219204072, + -0.0013525121623252558, + -0.0013469163886851356, + 0.001340046671908067, + 0.0013395866841666513, + -0.0013359018692793202, + 0.001331527697858439, + 0.001318500999329074, + 0.0013147569064579756, + -0.0013084877504148146, + -0.0013030551710160908, + -0.001299197792193216, + 0.0012925116259767976, + -0.0012906760154398004, + -0.0012849997431581023, + 0.0012796451482974458, + 0.001277425414516286, + 0.00127055988169519, + 0.0012689327499412011, + 0.0012676931101288007, + 0.001262988081345771, + 0.0012600176434332956, + 0.0012596411862481084, + 0.001256485903178238, + -0.001255979313609601, + -0.001245915816693907, + 0.001244491351801694, + 0.0012312507101882334, + -0.0012276555376875473, + 0.0012269287682509398, + -0.001221206602645526, + 0.0012188316646609247, + -0.0012155384926686927, + 0.001215183964165049, + 0.0012106935696509515, + -0.0012073006779384815, + -0.0012009214191031473, + 0.0011896989297937096, + 0.0011894371797448809, + -0.0011824286804664624, + -0.0011796460829307637, + -0.0011788023103341996, + 0.0011785366429951645, + 0.0011782550297562585, + 0.0011730812423915932, + -0.0011727503033550238, + 0.0011677308529654037, + 0.001158137776967217, + 0.0011522991609290384, + 0.001150989734020014, + 0.001147509577822775, + -0.0011448432669839998, + 0.0011436543233270425, + -0.0011422702000674968, + 0.0011414487369788195, + -0.0011403522781744438, + -0.0011312933561142778, + 0.001117138741640356, + 0.0011141147575911927, + 0.0011133169844285882, + -0.0011096859264395958, + 0.0011089116733034976, + -0.0010983790548103724, + 0.001088184602398466, + -0.0010727669079296054, + 0.0010701530220159276, + 0.0010670760431918224, + -0.0010654500397185042, + 0.0010605807962461092, + 0.0010584578210054009, + 0.0010557459565013244, + -0.0010510080084334074, + 0.001049404228847056, + 0.0010491865357336485, + -0.0010457904627240815, + 0.0010421672155306262, + -0.0010340317555026074, + 0.0010297888972860686, + 0.0010281721691090164, + 0.001022056305739685, + 0.001020289543671198, + -0.0010135578146877866, + -0.001011691422079688, + -0.0010045622608693145, + -0.0010037371441131472, + 0.0009944758039996159, + -0.0009921938458953938, + -0.0009878957490048628, + -0.0009808798298529065, + -0.0009719835964339731, + 0.000970177913840517, + 0.0009676945370487249, + -0.0009646867701400765, + -0.0009585077347779424, + -0.0009559401934971578, + -0.0009525556907834706, + -0.0009502157772742299, + -0.0009487048677907639, + -0.0009469363763959534, + 0.000945597167456203, + -0.000939169700032136, + 0.0009381917505652153, + -0.0009353988246471677, + -0.0009351112019609226, + -0.0009333919863871699, + 0.0009326180462312163, + 0.0009296610377551143, + 0.0009275001806449686, + 0.0009267112285521978, + -0.000924481615544068, + 0.0009244715493278036, + 0.0009197638068749347, + -0.0009179984307258884, + 0.0009173044336485494, + 0.0009066911752111746, + -0.0009004754223249322, + 0.0008910757181943492, + 0.00088964033496798, + 0.0008791467317338908, + -0.0008673617622808015, + -0.0008658368546496896, + 0.0008612599724482957, + 0.0008537537852016861, + -0.0008532359810923494, + 0.0008488030165513106, + -0.0008479578576214191, + 0.000846431588278736, + 0.0008442148516762723, + 0.0008427335440110082, + -0.0008392099572499723, + -0.0008326113614288112, + -0.0008311870506454737, + -0.0008293436576005586, + 0.0008292421344080487, + 0.0008264447450384658, + 0.0008264255582384453, + 0.000821569486916383, + 0.0008170451095826191, + 0.0008166413963753126, + 0.0008157282105782524, + -0.0008157134663119847, + -0.0008152111155175433, + 0.0008057258193340048, + -0.0008027215767129145, + -0.0008021847611441543, + -0.0008019682839691129, + 0.0008001551799202295, + 0.0007990457813424205, + 0.0007975895937955728, + -0.0007940182537500018, + 0.000792526836116473, + -0.0007886080530955286, + 0.0007867809022106088, + 0.0007814685330466181, + -0.0007812137683415491, + 0.0007625430663463493, + -0.00075978450315569, + 0.0007532910246296938, + -0.0007516754739401735, + -0.0007515084296564669, + 0.0007510427951186678, + 0.0007470827277243641, + 0.0007462040089886466, + 0.0007445413194146303, + 0.0007428808953895535, + 0.0007427642512652676, + 0.0007395037524572539, + 0.0007379806813400298, + 0.000721380783069069, + -0.0007204597072312873, + 0.0007199766568041949, + -0.0007185526323573742, + 0.0007175871376405749, + 0.0007139573395991311, + 0.0007138323038968079, + 0.0007120820892555896, + 0.0007106840122352583, + -0.000708194216823652, + 0.0007080801934668985, + 0.0007056185609228899, + -0.0006963209094863708, + 0.0006891787444933784, + 0.000688082311170694, + -0.0006830972759635462, + 0.0006825673923457493, + -0.000677377135665868, + 0.0006770319541527574, + -0.0006706257344461328, + -0.0006634296403572621, + -0.0006615303062597858, + 0.0006591043651948606, + 0.0006575070448692064, + 0.0006509846530515623, + 0.0006492813219367143, + 0.0006477824632404116, + -0.0006473476401267409, + 0.0006471166283183532, + -0.000646480730231721, + 0.0006455256287917214, + -0.0006394473847930871, + 0.0006392334076073729, + -0.0006325058005430977, + -0.0006318585568027175, + -0.000622449209500794, + -0.0006212050980437863, + -0.0006191140195359998, + -0.0006178958055159723, + 0.0006166395048736058, + 0.0006145564867707685, + -0.0006138783888413375, + -0.0006058565420435523, + 0.0006038448954095375, + -0.0006026338585171186, + 0.0005985580514686985, + 0.0005935103247459366, + -0.0005915423407318808, + -0.0005881122536583035, + -0.0005869200634652321, + -0.0005868431554881948, + -0.0005745398474607698, + -0.0005667170409758173, + -0.0005655462901200761, + -0.0005643030798398948, + -0.0005500058028338519, + 0.0005488378429463212, + 0.0005447843212085001, + -0.0005446437045917678, + -0.0005430917096515258, + 0.0005423141056325525, + 0.0005419586976268554, + -0.0005395145368060793, + 0.0005379228860948072, + 0.0005375033399484074, + -0.0005350001804133184, + 0.000534681882622033, + -0.0005331890464705085, + 0.0005227300140588653, + 0.0005200010103423918, + 0.000519916459085121, + 0.0005181917939298973, + 0.0005180511223636936, + 0.0005144576705339348, + -0.0005141735017849356, + 0.0005128411023495743, + -0.0005099359540751334, + -0.0005078524777925822, + -0.0005068570486321547, + 0.000504896412674721, + 0.00050448938696775, + -0.0004934032327516045, + -0.0004908459519114022, + -0.0004903900061188106, + 0.000485739249796826, + 0.0004853552418403849, + -0.00048222967438466105, + 0.00047617511558392667, + 0.000472890855683543, + 0.000469409732196534, + -0.00046712013498259933, + -0.00046403126816810556, + 0.0004635881285745523, + 0.00045992578234324344, + -0.00045835340549406914, + 0.0004535662542305198, + -0.00044861497171827313, + -0.0004476302758289588, + 0.00044661456726066906, + -0.00044430733814049197, + -0.000443284932163647, + 0.00044061118939798226, + -0.000439655325281614, + 0.00043365199560491975, + 0.00042785328113034634, + -0.00042672803945762713, + 0.0004253086142118761, + 0.0004238363078926527, + -0.000421492085495248, + 0.0004172771420331998, + -0.0004150050248796654, + 0.0004126768910406741, + 0.00040746398727429134, + -0.00040524674889080793, + -0.0004041923687502946, + 0.0003983961671363926, + 0.0003977137286587663, + -0.0003950761652690671, + -0.0003924217789071175, + -0.0003877638323408224, + -0.00038437438928218016, + -0.0003822702266865631, + -0.00038007561754496, + 0.0003771265280112141, + 0.00036837226560852877, + 0.0003643718244371787, + -0.00036142734726839204, + 0.00035793800973248996, + 0.0003577494385421175, + -0.00035679633768784203, + -0.0003520931296534742, + 0.00035019747523471774, + 0.00034630083921527574, + -0.0003444615705794118, + 0.0003439191206010161, + 0.0003429889813908233, + 0.000342128027858227, + -0.0003395121851891744, + 0.00033802251949724074, + 0.0003369926282835719, + 0.0003368029369884809, + -0.00033536983826482384, + -0.00033326092708476913, + 0.0003331846010578044, + 0.00033209894110901474, + 0.00033130598381477466, + -0.00032985709421968, + -0.0003264354547222817, + 0.00032410134763860945, + -0.00032393815215650985, + -0.0003236372888573041, + 0.00031966361055830983, + 0.00031860410220859435, + -0.00031686486128336075, + -0.0003150426908771818, + -0.000314952785396602, + -0.00031022561853992226, + 0.0003032080484605124, + -0.0003028429869800622, + -0.0003027868407269608, + 0.0003000084163643995, + -0.0002984554173552447, + 0.00029598413329762717, + -0.0002959701704851475, + -0.0002936734002980531, + 0.0002913635153890063, + 0.00029043063936763706, + -0.0002898488376920224, + 0.00028719934960985384, + 0.00028496296294358505, + -0.0002825312478453195, + -0.00028190774767317063, + 0.0002817013909938086, + 0.0002808762589711465, + -0.0002806464094660089, + -0.00027884603868674735, + 0.00027808157196445405, + -0.0002768422769124715, + 0.0002742870044175411, + -0.0002698572222889534, + -0.00026950609291094465, + 0.0002575522506803516, + 0.0002572748001392059, + -0.0002534187485319089, + 0.0002528265712739218, + 0.00024949872941927147, + 0.00024791777818749936, + -0.0002475446949372365, + -0.0002466604788788491, + 0.0002464067334306016, + -0.0002443508262949911, + 0.0002427465809167363, + 0.00024214844339200372, + 0.00024135950345019572, + 0.00024068668930590968, + -0.00023880906217987606, + -0.00023845782533877936, + 0.00023675060519472382, + -0.00023553383459329574, + 0.00023372142019948704, + 0.00023355854092581944, + 0.0002332038578170762, + 0.00023058579386286642, + 0.00022763234724206916, + -0.00022685225189554095, + -0.00022647187143364468, + -0.0002248557816337752, + 0.000223414312670939, + -0.00022267515989836888, + 0.00022116006864790103, + -0.00022025764624421845, + -0.00021825989101339856, + 0.00021786955906938945, + -0.00021664808145700182, + -0.00021602190595660306, + 0.00021326605542182922, + 0.00021304162005434613, + 0.00021037734028941577, + 0.00020901554412453455, + 0.00020893270882935567, + 0.00020756385611684657, + 0.00020716778518892418, + -0.00020184187148644496, + -0.00020081001264317828, + -0.0002004545015257638, + 0.0002003267537390707, + -0.0001996503206396122, + -0.0001983754896314127, + 0.00019475129694234827, + -0.0001941608718986816, + -0.00019404236833863556, + 0.00019317704294059213, + 0.0001907582326365323, + -0.00019047747544361242, + 0.00019045137624251139, + 0.00018932375859629594, + -0.00018778709270350605, + -0.00018619765355605707, + 0.00018269447380195287, + -0.00018093046696270696, + 0.00018066134068898344, + 0.00017515435253903397, + 0.00017437158314470924, + -0.00017340324215457664, + -0.00017304325302385605, + 0.0001730177730886496, + 0.00017166362743983686, + 0.0001706884030472701, + 0.00017031333806678703, + 0.00016832106085645302, + 0.000167258704618533, + 0.0001671069019426965, + -0.0001657687941272877, + -0.00016503155247847093, + 0.0001645288165470285, + 0.00016127545265141332, + 0.0001604918938797618, + -0.00015894751486754687, + 0.00015834644689492752, + 0.00015672950938982626, + -0.0001544856466506988, + 0.00015418022742712568, + -0.0001538413970664554, + -0.00015233830503550485, + 0.00015156718382781549, + -0.00015116653745246979, + -0.000151133538853498, + 0.00015089797185650195, + -0.00015085242023444738, + -0.00015081010823454053, + -0.0001499694765386206, + -0.00014945065075517054, + -0.0001480240087329641, + -0.00014739839802198703, + -0.000145975153680928, + 0.00014419102127715468, + -0.0001437664287604052, + -0.00014322278155016495, + 0.00014302009151513585, + 0.0001426772499494639, + 0.00014221835914922552, + 0.00014109302944263568, + 0.00013843838980890077, + 0.00013606157050323716, + 0.00013534971465317601, + 0.00013311740897467938, + -0.00013206916202023088, + -0.00013203986279689464, + 0.00013178947127821957, + -0.00013160182322345448, + 0.00012900286065277273, + -0.00012788307263103465, + 0.00012375355931423842, + 0.0001236080547983575, + -0.00012169726081931959, + 0.00012146534492942747, + -0.00012012873177845246, + 0.00011998201354248291, + -0.00011579818886683257, + 0.00011336062498389107, + -0.00011252629081209673, + 0.0001121472956534917, + -0.00011205937002317983, + 0.00011166592649553731, + 0.00011143147482876256, + -0.00011031976979562411, + -0.00011015540568868248, + -0.00010852098834600173, + 0.00010623388704585678, + -0.00010606253209028805, + 0.00010519261431674246, + 0.00010505756389591987, + -0.00010430875544606816, + 0.00010261908436369154, + 9.945415811536268e-05, + 9.577194420575953e-05, + 9.570608421442392e-05, + 9.526566513940117e-05, + -9.518243244710094e-05, + 9.50804234539577e-05, + 9.353788681267384e-05, + 9.3273771672823e-05, + 9.308876598771319e-05, + 9.305462725830879e-05, + -9.265811185894173e-05, + 9.25662516558346e-05, + 9.238066142183537e-05, + 9.192306056292862e-05, + 8.905153269780274e-05, + -8.714974435331244e-05, + 8.693892712463547e-05, + -8.525046791181444e-05, + 8.488401616867422e-05, + -8.236371181004282e-05, + 8.127481018032536e-05, + -8.050518665713355e-05, + 8.048747218152012e-05, + -8.024335035924738e-05, + -7.952845588967512e-05, + 7.74199904783602e-05, + -7.632143486112908e-05, + 7.52930680079346e-05, + -7.529150724356942e-05, + 7.505898554897396e-05, + -7.478311054215702e-05, + -7.457779870978326e-05, + -7.436964354119606e-05, + -7.233763186497699e-05, + 7.145015440974685e-05, + -7.107140624236165e-05, + -7.091186265695508e-05, + 6.970938431855893e-05, + -6.956104842107576e-05, + -6.839240561522375e-05, + 6.787739148628638e-05, + -6.400345266132062e-05, + 6.37564611166978e-05, + -6.371186017559819e-05, + -6.364140934439491e-05, + 6.32398823260126e-05, + -6.26567786161584e-05, + -6.202889650433023e-05, + 6.146388734953558e-05, + 6.070209775009192e-05, + -6.006711931331099e-05, + -5.990979669888677e-05, + -5.9817114320592455e-05, + 5.900319663190856e-05, + -5.635706689201018e-05, + 5.505149651413812e-05, + -5.4252890533612674e-05, + -5.4157338589559835e-05, + 5.1757856644050874e-05, + 5.1612155505522914e-05, + -5.084269333934989e-05, + -4.949473192519768e-05, + 4.945757388735325e-05, + 4.893883863976189e-05, + -4.787406751680668e-05, + 4.75575426707827e-05, + 4.67151634785974e-05, + 4.645764887084015e-05, + -4.605916229245854e-05, + -4.5829568318133e-05, + 4.571867511314797e-05, + 4.5505675920203663e-05, + 4.3595479528167844e-05, + 4.225459048098285e-05, + 4.2235647239921894e-05, + -4.217374590478067e-05, + 4.055093331992692e-05, + -3.9591750608450416e-05, + -3.931482673757979e-05, + -3.9184370034380805e-05, + 3.869457037438086e-05, + 3.8519391683782144e-05, + -3.8224579167717676e-05, + 3.7632511920164314e-05, + 3.75464658670798e-05, + 3.7429390964784354e-05, + 3.664916635268636e-05, + 3.568470431114877e-05, + 3.5642271136329116e-05, + -3.483072986689283e-05, + 3.2752826316261015e-05, + 3.1872498381434025e-05, + -3.180811351072254e-05, + -3.070427479173968e-05, + -3.0139557294094963e-05, + 2.9862884568628902e-05, + -2.9860262264212828e-05, + 2.9513065508250032e-05, + -2.926099196189621e-05, + 2.874814385358412e-05, + -2.8308423167912536e-05, + 2.8211316235144057e-05, + 2.8071086981243615e-05, + -2.8005156409191538e-05, + 2.7793438627874276e-05, + 2.754892749147288e-05, + 2.7143768254005782e-05, + 2.67212632854062e-05, + 2.666989938093367e-05, + 2.633953826664651e-05, + -2.5745327302090712e-05, + 2.483111709521025e-05, + 2.35403010583081e-05, + 2.267505680998148e-05, + 2.1463643428313828e-05, + 1.9348136440676728e-05, + -1.9204171588504088e-05, + 1.8445776183250445e-05, + -1.786175502878515e-05, + -1.752993782156414e-05, + 1.6923828446996293e-05, + 1.68790905905276e-05, + 1.641908606643042e-05, + 1.60242620736555e-05, + 1.4354428219657093e-05, + 1.331331307258603e-05, + -1.3037521960511484e-05, + -1.2976807209117008e-05, + 1.286181533355895e-05, + -1.2573096976463609e-05, + -1.2347775404945699e-05, + -1.2015446817460927e-05, + -1.1610453337369769e-05, + 1.155465359046435e-05, + -1.1395355585825721e-05, + -1.1336258646949247e-05, + 1.085966822842172e-05, + 1.0673018728086842e-05, + 9.957133765947112e-06, + 9.242644736964096e-06, + 9.17808292625701e-06, + 8.664434545581378e-06, + 8.60324820787636e-06, + 7.848062996659952e-06, + 7.6108178671533025e-06, + 7.488760497292867e-06, + -7.32046862671203e-06, + -6.950154483437633e-06, + -6.551674741081448e-06, + 6.534628683592744e-06, + 6.449997984308281e-06, + -5.9230276460709555e-06, + 5.877756405102393e-06, + -5.87200450707704e-06, + -5.812771040915248e-06, + -5.7502288689756775e-06, + 5.686310512854877e-06, + 5.381500300581259e-06, + 5.3533328008084e-06, + -4.964244011804402e-06, + 4.9454554247538945e-06, + -4.718105105364629e-06, + -4.700632434917368e-06, + 4.673128472040059e-06, + 4.3890539438786895e-06, + -4.261822830514863e-06, + 3.915071961780392e-06, + -3.752863392688367e-06, + 3.6944057090597607e-06, + 3.6847778663001515e-06, + 3.649249256365661e-06, + 3.0223517468560184e-06, + 2.7682862966008565e-06, + 2.192465926059694e-06, + -2.0504243096927453e-06, + 2.0261354930557295e-06, + 1.9773796716134936e-06, + -1.9009668298830623e-06, + -1.8794679324501664e-06, + 1.742258944696539e-06, + 1.5507838684250098e-06, + -1.5125062990588559e-06, + -1.5031963406978898e-06, + -1.4642964551854541e-06, + -1.4255017013107132e-06, + -1.4173762071279189e-06, + -1.297500079812684e-06, + 1.223814746789036e-06, + 1.2054735255610612e-06, + -1.2004628624908665e-06, + -1.0368068520274903e-06, + -1.0176472653251048e-06, + 9.549911041396254e-07, + -9.260958322742016e-07, + 8.309912509109546e-07, + 7.594684819740621e-07, + 6.986668649309979e-07, + 5.771151769062298e-07, + -5.55140353454361e-07, + -4.610403560474845e-07, + -4.516311481073879e-07, + 4.224096687259294e-07, + 4.1526311091710426e-07, + 3.8562060116294467e-07, + 3.589817326986865e-07, + -3.09588364095872e-07, + 2.816033147818149e-07, + 2.762188361591251e-07, + 2.6269264896111203e-07, + 2.414307178469523e-07, + 1.758361435768776e-07, + 1.751702744346735e-07, + 1.371762247859068e-07, + -1.1940511689191024e-07, + 1.0628247237237623e-07, + 9.595732099831991e-08, + 8.068913601749641e-08, + -8.064481857502992e-08, + -7.31622144418695e-08, + 5.275852182816795e-08, + -4.784306402184643e-08, + 2.0616143025445528e-08 + ], + "Absolute Coefficient": [ + 0.04211549229387592, + 0.035053433209364805, + 0.032787365850985975, + 0.03259995296454162, + 0.03221480178944329, + 0.027838234639576243, + 0.026796063321910663, + 0.02627174475629475, + 0.026204762454540766, + 0.02607627292494855, + 0.02490901408516098, + 0.024606744247781077, + 0.024599851442158996, + 0.024230360348126347, + 0.023995234326739407, + 0.023979676849135288, + 0.023487529699678468, + 0.02343483536827425, + 0.023170959378024755, + 0.022838175326214377, + 0.022688052816397117, + 0.022576424126689303, + 0.022542577052082877, + 0.022486825436442717, + 0.022324859007111394, + 0.021899639478249473, + 0.02184003973992223, + 0.021604148752528904, + 0.021356109675604418, + 0.020482758913099124, + 0.01957683537778073, + 0.019091216206550948, + 0.018884904152561287, + 0.01864552880788346, + 0.018603848349916526, + 0.018514673225082844, + 0.018393105702088533, + 0.01834991347342201, + 0.018080867920284044, + 0.017737493050302616, + 0.01757822147318086, + 0.01757213192669785, + 0.017394025591688927, + 0.01704723686738302, + 0.016990314367616166, + 0.016810048231805676, + 0.015879953265981083, + 0.015738298161611552, + 0.015612044660502396, + 0.015526203608897697, + 0.015521864549798063, + 0.015215713576984355, + 0.015036576619859715, + 0.014986663409789108, + 0.014885646693340075, + 0.014704125968303361, + 0.014258365382353968, + 0.014063916144983512, + 0.013957439018645719, + 0.01391907339239136, + 0.01383027799945121, + 0.013671925578630851, + 0.013634838122419, + 0.013193760269014095, + 0.013051716949449055, + 0.012933690461233898, + 0.0129074458466717, + 0.012812544364949956, + 0.012716587177092335, + 0.012712257541210643, + 0.01266073434595975, + 0.012633893591405444, + 0.012631449330698827, + 0.01252093917258209, + 0.012465997626871537, + 0.012461888331904088, + 0.012372472773899957, + 0.012314025240319777, + 0.012270461226729873, + 0.012073333083414715, + 0.011808300852328757, + 0.01179311946514851, + 0.011755470540580617, + 0.011708809533084006, + 0.01155299032474264, + 0.011439916262795186, + 0.01142675538330551, + 0.011375301689305903, + 0.011345557196665657, + 0.011302942567615824, + 0.011302457739448915, + 0.011119947276139054, + 0.010949240550141797, + 0.010884519925818986, + 0.010872523458334091, + 0.01083339256198144, + 0.01061916500091822, + 0.01053010396961029, + 0.010320405863192285, + 0.010305068947875261, + 0.010092737355076828, + 0.010047814812497937, + 0.009995180897368968, + 0.00987307800643073, + 0.009844189795821195, + 0.009739040688908641, + 0.009666062502230713, + 0.009606436263647712, + 0.00955330328262211, + 0.009529506011974848, + 0.009483332092887672, + 0.009464169591583424, + 0.009452667831796322, + 0.009448606823196535, + 0.009412359131894883, + 0.009286727442792804, + 0.009271442470388861, + 0.009252827376517307, + 0.009238216958424838, + 0.009047564452770836, + 0.009023043336012466, + 0.00898985941211232, + 0.008941291804890911, + 0.008910671810439131, + 0.00888906964014397, + 0.008794158534980324, + 0.008782181992186186, + 0.008743385649796669, + 0.008721128845149242, + 0.008689381232280564, + 0.008671001948957124, + 0.00850608421089286, + 0.008482430907559195, + 0.008397765218694155, + 0.008298698708082199, + 0.008294001152209282, + 0.008290898019673545, + 0.008271526685164112, + 0.008263587894283796, + 0.00818990127770698, + 0.008188551931740149, + 0.008173856116346561, + 0.008158071008951929, + 0.008119973802030209, + 0.008106373689089742, + 0.008044006409888714, + 0.008016549099691078, + 0.008015565910241794, + 0.007943411012205208, + 0.007922915459717846, + 0.00781128376181643, + 0.0077718499323105195, + 0.007753676662580661, + 0.007715857433833679, + 0.00765184229728617, + 0.00748671943468917, + 0.0074827970294770296, + 0.00741178192903845, + 0.007385589241732545, + 0.007372305756621397, + 0.007349676349912508, + 0.00730376254254767, + 0.00729300985233699, + 0.007196364011555725, + 0.007188837793955202, + 0.007175289148525823, + 0.007081088677900717, + 0.007074541853200016, + 0.007034343798225437, + 0.0069890732583214096, + 0.006919720354378573, + 0.006825613933319403, + 0.00676632360640612, + 0.006710087544699611, + 0.006699084100548276, + 0.006637696182776014, + 0.0066077897096513735, + 0.0065532093692507185, + 0.006547466573513696, + 0.00650720543924883, + 0.0065006485686736485, + 0.006437638341916846, + 0.0064241511489663335, + 0.0063614314705184565, + 0.006355256483694658, + 0.006290503769498329, + 0.006277447344006744, + 0.006268849767212068, + 0.006208936611347788, + 0.0061704988512927455, + 0.006151527715636438, + 0.0061253323506776395, + 0.006092695100850674, + 0.006082960534769091, + 0.0060694588702921385, + 0.006065292092970105, + 0.006043519676914131, + 0.0060407240952288594, + 0.006031093327767601, + 0.005955402162873647, + 0.00589424228600841, + 0.005815679321613302, + 0.0058110747912367665, + 0.005809460886151129, + 0.0057640496102784895, + 0.0057571491243393925, + 0.00570437948301593, + 0.0056972389305020655, + 0.005650481072750473, + 0.005643207086597364, + 0.0056058094407477, + 0.005589305749116486, + 0.005545910377688544, + 0.005509506933376068, + 0.005498706186779386, + 0.005482637168231857, + 0.005480246283776941, + 0.005438124607444095, + 0.005418564071140315, + 0.005395121311392734, + 0.005379415755335217, + 0.005378054682213752, + 0.005364365405552288, + 0.00535318962102483, + 0.005330676319415504, + 0.005279756700471052, + 0.005097607837391841, + 0.005095283316604443, + 0.004997505247439087, + 0.0049796981807030795, + 0.004971159636741382, + 0.00493938887706409, + 0.00492779062605727, + 0.004903753937302814, + 0.004874941696288552, + 0.004851192798061534, + 0.00480607997460141, + 0.004747273613115146, + 0.0047409827994418, + 0.00468733038864849, + 0.004678310039505019, + 0.004667129959768533, + 0.004660473505500158, + 0.004655892276233924, + 0.004647140319874913, + 0.004646509606244634, + 0.004621989623154792, + 0.00460498962984588, + 0.004597660924084524, + 0.00459072676397586, + 0.004557905731613125, + 0.0045357824951907455, + 0.0045098675788722365, + 0.004493456161689899, + 0.004460782539864904, + 0.004431195815661131, + 0.004419042096996218, + 0.004417829119946612, + 0.00441171950221065, + 0.004388272186609557, + 0.004384315415248332, + 0.004364948077183096, + 0.004363128014429495, + 0.004342361678930027, + 0.004323471106500452, + 0.0043231472788695935, + 0.004312567908096811, + 0.004311184355903033, + 0.004293598615163418, + 0.004288765323310241, + 0.004286057494078199, + 0.004268477278111858, + 0.004265891608110023, + 0.004262700157897692, + 0.004255826081115823, + 0.004253207376763737, + 0.004205787648321299, + 0.004192488079943645, + 0.004158587772070545, + 0.004148406330975553, + 0.0041441589332444975, + 0.004140264070928822, + 0.004134987431664557, + 0.004116217526707797, + 0.004032582976811857, + 0.0040039018448443636, + 0.003980351768067469, + 0.003979876560140768, + 0.003976244313063365, + 0.003964451853481472, + 0.00394579257920653, + 0.00393004603578705, + 0.003927337373561167, + 0.003919223332049372, + 0.003889765655860892, + 0.0038771129446625073, + 0.0038712234457718825, + 0.0038432064264215444, + 0.0038342225041843358, + 0.003798904858280429, + 0.0037778513228422512, + 0.0037761300297542945, + 0.0037543171549274928, + 0.00374633499101533, + 0.003746323871707281, + 0.0037423666268716843, + 0.003704958455783045, + 0.0036980239748245886, + 0.003666613544005185, + 0.00366259696834174, + 0.0036588266578170677, + 0.003656856206325832, + 0.0036461643494346344, + 0.003639393382798832, + 0.003636324736921829, + 0.0036241731425196507, + 0.0036151338928853043, + 0.003597315176015209, + 0.00358649655701175, + 0.003583783191555647, + 0.0035786392937355877, + 0.003572267947886936, + 0.0035694450218076673, + 0.0035684599752803963, + 0.0035684372253472806, + 0.003559210153950616, + 0.0035563144984623657, + 0.0035532796028228996, + 0.003543708023918295, + 0.0035360745883882315, + 0.003533096164500659, + 0.0035215429103894027, + 0.00348561433106571, + 0.003459855236499459, + 0.003441735744408202, + 0.003432853853931944, + 0.0034256638358837964, + 0.0034242230029154427, + 0.003422559159995929, + 0.003418319918154025, + 0.0033715605092558163, + 0.00336859597447556, + 0.0033577223815098715, + 0.0033418587223830757, + 0.003337140518172007, + 0.0032639501917546584, + 0.003261656238858863, + 0.0032575387037474947, + 0.003222713303531068, + 0.0032101848182924404, + 0.003178760877314625, + 0.003178003654935746, + 0.003177443258854103, + 0.0031760111634236117, + 0.003161296340596826, + 0.0031544143220336887, + 0.003135677447304697, + 0.003133709942126129, + 0.0031284154137964705, + 0.003127308661747883, + 0.0031257267632424793, + 0.0031200748538866246, + 0.0031021093053552645, + 0.00310052260666118, + 0.0030987145933425776, + 0.00309567018354761, + 0.0030934049600337644, + 0.003088692479844956, + 0.003069312919812493, + 0.0030409518656362004, + 0.003031724422825865, + 0.003025261244477347, + 0.003023302009997906, + 0.0030222161371025033, + 0.003020455589033102, + 0.003003649140874967, + 0.002971380793435632, + 0.0029579061963594423, + 0.00295748333229688, + 0.002940601419017335, + 0.002936416639100013, + 0.002934037760385964, + 0.002925293913538198, + 0.0029200642951091407, + 0.0029137306020302687, + 0.0029087411369644266, + 0.0028820670380104215, + 0.0028773053833807375, + 0.002846108558859632, + 0.002831730704355271, + 0.002827010643772764, + 0.00281634348183649, + 0.0028021011419480076, + 0.002800739350366864, + 0.002800300426899015, + 0.0027969758433476046, + 0.0027814324204549095, + 0.002738238439676157, + 0.002737065171432875, + 0.0027318014573996406, + 0.0027250026533162065, + 0.0026946090377575464, + 0.002675389660107616, + 0.002671820599657155, + 0.002652093119296447, + 0.0026505411359023867, + 0.002638220994351438, + 0.0026206385153515455, + 0.002581938773246722, + 0.002547824656402157, + 0.002545643178083868, + 0.002542738959279614, + 0.002532116706703547, + 0.0025276254191512414, + 0.0025258842952053683, + 0.002524661366847384, + 0.0025195884350107953, + 0.002512994008396833, + 0.002508696620967467, + 0.0025070549703103116, + 0.0025029386042791204, + 0.0024961230862142175, + 0.0024911118810622304, + 0.00248988280641476, + 0.0024869708704200696, + 0.002483951003523602, + 0.0024611798177886224, + 0.0024588363094276604, + 0.002456701125861472, + 0.0024375538855467816, + 0.0024163361439662624, + 0.002411910953964485, + 0.002407733708072966, + 0.0023599827445758862, + 0.0023539900096904067, + 0.002353628119900223, + 0.0023516737083606946, + 0.0023507518998425567, + 0.0023465932019414155, + 0.002344964094593392, + 0.002344477622390657, + 0.0023411954478606764, + 0.002321846813326556, + 0.002313860400048318, + 0.0022754603227350036, + 0.0022722263616618615, + 0.0022634273942763535, + 0.0022583250856256353, + 0.002248368807155296, + 0.00223434023867993, + 0.0022253804982211656, + 0.0021980302262974297, + 0.0021951823401514187, + 0.002195057719789964, + 0.002190097999851467, + 0.0021895248218955247, + 0.0021826412303961166, + 0.0021777125997992047, + 0.0021655267779869076, + 0.002161745750655013, + 0.0021427112964750184, + 0.002141203950639912, + 0.002137405794587672, + 0.002131137447321775, + 0.0021273060630361794, + 0.0021054856820991318, + 0.0021050537748967834, + 0.002103100864126257, + 0.002101095115185668, + 0.0020747656810426182, + 0.002072445812641066, + 0.0020479470107547097, + 0.002042825748537481, + 0.002035016766272471, + 0.002027308701699846, + 0.0019729029562005323, + 0.0019696741396102438, + 0.0019675682190408357, + 0.0019552771407864125, + 0.0019403593493602848, + 0.0019309872908009032, + 0.0019275606408753524, + 0.001918611303670286, + 0.0018999305028767086, + 0.001869550255066271, + 0.0018671052490399685, + 0.001864526908930171, + 0.0018588338220130764, + 0.0018536145596112926, + 0.0018410188515301995, + 0.001831068678409638, + 0.00182748128973292, + 0.0018272287107897456, + 0.0018241551083428215, + 0.0018169243479378141, + 0.0018102511064728827, + 0.001804673427442336, + 0.0017961153179321824, + 0.0017946017707894514, + 0.0017854736447401735, + 0.001784357060536558, + 0.0017778665912744852, + 0.0017734156444773705, + 0.0017726722561314202, + 0.001766468317746348, + 0.001764576474696858, + 0.0017523135918981036, + 0.0017380409349982476, + 0.0017273578226107266, + 0.0017192627286487178, + 0.0017160243236764721, + 0.0017134807907555217, + 0.001712658840156679, + 0.0017118303623811146, + 0.001683040688924787, + 0.0016817005907561343, + 0.001681268025061367, + 0.0016779929460917803, + 0.0016765697132429948, + 0.0016763400583550546, + 0.001669129955393343, + 0.0016656298588599153, + 0.0016509073412052594, + 0.0016447209980620906, + 0.0016438047421090398, + 0.0016400462864989095, + 0.0016377789221136763, + 0.0016327566344704085, + 0.0016285686490489608, + 0.0016263146832116175, + 0.001624478331165285, + 0.0016165713391779106, + 0.0016122014501086933, + 0.0016047011048230633, + 0.0015993861848936247, + 0.0015900756968273155, + 0.0015886313287014028, + 0.0015880731334024646, + 0.001585827539725313, + 0.001584597186962837, + 0.0015758563916368697, + 0.0015749243656756299, + 0.001569803092887714, + 0.0015543921375059915, + 0.001551681019219643, + 0.0015500043652427764, + 0.0015430293900898582, + 0.0015425692874962407, + 0.001536838192909849, + 0.0015116635038495028, + 0.0015100288694453014, + 0.0015029102663823802, + 0.0014966840441253272, + 0.0014880830929516872, + 0.0014736999832913964, + 0.0014729261016042238, + 0.0014669868660251242, + 0.0014668592941453381, + 0.0014495092405277467, + 0.0014489192204183172, + 0.0014473597779855482, + 0.0014472638043981799, + 0.0014401331959291714, + 0.0014389772754434275, + 0.0014385198964395106, + 0.0014333489350495676, + 0.0014272803887132575, + 0.0014256944255453096, + 0.0014120381646312273, + 0.0014104192870217512, + 0.0013979387516601925, + 0.0013969030460193514, + 0.001396432206532573, + 0.0013899517438015264, + 0.0013878658670780793, + 0.0013771574415420206, + 0.0013718065104762363, + 0.0013677054214748427, + 0.0013667471417634482, + 0.0013631583871518927, + 0.0013583547437337343, + 0.0013534871219204072, + 0.0013525121623252558, + 0.0013469163886851356, + 0.001340046671908067, + 0.0013395866841666513, + 0.0013359018692793202, + 0.001331527697858439, + 0.001318500999329074, + 0.0013147569064579756, + 0.0013084877504148146, + 0.0013030551710160908, + 0.001299197792193216, + 0.0012925116259767976, + 0.0012906760154398004, + 0.0012849997431581023, + 0.0012796451482974458, + 0.001277425414516286, + 0.00127055988169519, + 0.0012689327499412011, + 0.0012676931101288007, + 0.001262988081345771, + 0.0012600176434332956, + 0.0012596411862481084, + 0.001256485903178238, + 0.001255979313609601, + 0.001245915816693907, + 0.001244491351801694, + 0.0012312507101882334, + 0.0012276555376875473, + 0.0012269287682509398, + 0.001221206602645526, + 0.0012188316646609247, + 0.0012155384926686927, + 0.001215183964165049, + 0.0012106935696509515, + 0.0012073006779384815, + 0.0012009214191031473, + 0.0011896989297937096, + 0.0011894371797448809, + 0.0011824286804664624, + 0.0011796460829307637, + 0.0011788023103341996, + 0.0011785366429951645, + 0.0011782550297562585, + 0.0011730812423915932, + 0.0011727503033550238, + 0.0011677308529654037, + 0.001158137776967217, + 0.0011522991609290384, + 0.001150989734020014, + 0.001147509577822775, + 0.0011448432669839998, + 0.0011436543233270425, + 0.0011422702000674968, + 0.0011414487369788195, + 0.0011403522781744438, + 0.0011312933561142778, + 0.001117138741640356, + 0.0011141147575911927, + 0.0011133169844285882, + 0.0011096859264395958, + 0.0011089116733034976, + 0.0010983790548103724, + 0.001088184602398466, + 0.0010727669079296054, + 0.0010701530220159276, + 0.0010670760431918224, + 0.0010654500397185042, + 0.0010605807962461092, + 0.0010584578210054009, + 0.0010557459565013244, + 0.0010510080084334074, + 0.001049404228847056, + 0.0010491865357336485, + 0.0010457904627240815, + 0.0010421672155306262, + 0.0010340317555026074, + 0.0010297888972860686, + 0.0010281721691090164, + 0.001022056305739685, + 0.001020289543671198, + 0.0010135578146877866, + 0.001011691422079688, + 0.0010045622608693145, + 0.0010037371441131472, + 0.0009944758039996159, + 0.0009921938458953938, + 0.0009878957490048628, + 0.0009808798298529065, + 0.0009719835964339731, + 0.000970177913840517, + 0.0009676945370487249, + 0.0009646867701400765, + 0.0009585077347779424, + 0.0009559401934971578, + 0.0009525556907834706, + 0.0009502157772742299, + 0.0009487048677907639, + 0.0009469363763959534, + 0.000945597167456203, + 0.000939169700032136, + 0.0009381917505652153, + 0.0009353988246471677, + 0.0009351112019609226, + 0.0009333919863871699, + 0.0009326180462312163, + 0.0009296610377551143, + 0.0009275001806449686, + 0.0009267112285521978, + 0.000924481615544068, + 0.0009244715493278036, + 0.0009197638068749347, + 0.0009179984307258884, + 0.0009173044336485494, + 0.0009066911752111746, + 0.0009004754223249322, + 0.0008910757181943492, + 0.00088964033496798, + 0.0008791467317338908, + 0.0008673617622808015, + 0.0008658368546496896, + 0.0008612599724482957, + 0.0008537537852016861, + 0.0008532359810923494, + 0.0008488030165513106, + 0.0008479578576214191, + 0.000846431588278736, + 0.0008442148516762723, + 0.0008427335440110082, + 0.0008392099572499723, + 0.0008326113614288112, + 0.0008311870506454737, + 0.0008293436576005586, + 0.0008292421344080487, + 0.0008264447450384658, + 0.0008264255582384453, + 0.000821569486916383, + 0.0008170451095826191, + 0.0008166413963753126, + 0.0008157282105782524, + 0.0008157134663119847, + 0.0008152111155175433, + 0.0008057258193340048, + 0.0008027215767129145, + 0.0008021847611441543, + 0.0008019682839691129, + 0.0008001551799202295, + 0.0007990457813424205, + 0.0007975895937955728, + 0.0007940182537500018, + 0.000792526836116473, + 0.0007886080530955286, + 0.0007867809022106088, + 0.0007814685330466181, + 0.0007812137683415491, + 0.0007625430663463493, + 0.00075978450315569, + 0.0007532910246296938, + 0.0007516754739401735, + 0.0007515084296564669, + 0.0007510427951186678, + 0.0007470827277243641, + 0.0007462040089886466, + 0.0007445413194146303, + 0.0007428808953895535, + 0.0007427642512652676, + 0.0007395037524572539, + 0.0007379806813400298, + 0.000721380783069069, + 0.0007204597072312873, + 0.0007199766568041949, + 0.0007185526323573742, + 0.0007175871376405749, + 0.0007139573395991311, + 0.0007138323038968079, + 0.0007120820892555896, + 0.0007106840122352583, + 0.000708194216823652, + 0.0007080801934668985, + 0.0007056185609228899, + 0.0006963209094863708, + 0.0006891787444933784, + 0.000688082311170694, + 0.0006830972759635462, + 0.0006825673923457493, + 0.000677377135665868, + 0.0006770319541527574, + 0.0006706257344461328, + 0.0006634296403572621, + 0.0006615303062597858, + 0.0006591043651948606, + 0.0006575070448692064, + 0.0006509846530515623, + 0.0006492813219367143, + 0.0006477824632404116, + 0.0006473476401267409, + 0.0006471166283183532, + 0.000646480730231721, + 0.0006455256287917214, + 0.0006394473847930871, + 0.0006392334076073729, + 0.0006325058005430977, + 0.0006318585568027175, + 0.000622449209500794, + 0.0006212050980437863, + 0.0006191140195359998, + 0.0006178958055159723, + 0.0006166395048736058, + 0.0006145564867707685, + 0.0006138783888413375, + 0.0006058565420435523, + 0.0006038448954095375, + 0.0006026338585171186, + 0.0005985580514686985, + 0.0005935103247459366, + 0.0005915423407318808, + 0.0005881122536583035, + 0.0005869200634652321, + 0.0005868431554881948, + 0.0005745398474607698, + 0.0005667170409758173, + 0.0005655462901200761, + 0.0005643030798398948, + 0.0005500058028338519, + 0.0005488378429463212, + 0.0005447843212085001, + 0.0005446437045917678, + 0.0005430917096515258, + 0.0005423141056325525, + 0.0005419586976268554, + 0.0005395145368060793, + 0.0005379228860948072, + 0.0005375033399484074, + 0.0005350001804133184, + 0.000534681882622033, + 0.0005331890464705085, + 0.0005227300140588653, + 0.0005200010103423918, + 0.000519916459085121, + 0.0005181917939298973, + 0.0005180511223636936, + 0.0005144576705339348, + 0.0005141735017849356, + 0.0005128411023495743, + 0.0005099359540751334, + 0.0005078524777925822, + 0.0005068570486321547, + 0.000504896412674721, + 0.00050448938696775, + 0.0004934032327516045, + 0.0004908459519114022, + 0.0004903900061188106, + 0.000485739249796826, + 0.0004853552418403849, + 0.00048222967438466105, + 0.00047617511558392667, + 0.000472890855683543, + 0.000469409732196534, + 0.00046712013498259933, + 0.00046403126816810556, + 0.0004635881285745523, + 0.00045992578234324344, + 0.00045835340549406914, + 0.0004535662542305198, + 0.00044861497171827313, + 0.0004476302758289588, + 0.00044661456726066906, + 0.00044430733814049197, + 0.000443284932163647, + 0.00044061118939798226, + 0.000439655325281614, + 0.00043365199560491975, + 0.00042785328113034634, + 0.00042672803945762713, + 0.0004253086142118761, + 0.0004238363078926527, + 0.000421492085495248, + 0.0004172771420331998, + 0.0004150050248796654, + 0.0004126768910406741, + 0.00040746398727429134, + 0.00040524674889080793, + 0.0004041923687502946, + 0.0003983961671363926, + 0.0003977137286587663, + 0.0003950761652690671, + 0.0003924217789071175, + 0.0003877638323408224, + 0.00038437438928218016, + 0.0003822702266865631, + 0.00038007561754496, + 0.0003771265280112141, + 0.00036837226560852877, + 0.0003643718244371787, + 0.00036142734726839204, + 0.00035793800973248996, + 0.0003577494385421175, + 0.00035679633768784203, + 0.0003520931296534742, + 0.00035019747523471774, + 0.00034630083921527574, + 0.0003444615705794118, + 0.0003439191206010161, + 0.0003429889813908233, + 0.000342128027858227, + 0.0003395121851891744, + 0.00033802251949724074, + 0.0003369926282835719, + 0.0003368029369884809, + 0.00033536983826482384, + 0.00033326092708476913, + 0.0003331846010578044, + 0.00033209894110901474, + 0.00033130598381477466, + 0.00032985709421968, + 0.0003264354547222817, + 0.00032410134763860945, + 0.00032393815215650985, + 0.0003236372888573041, + 0.00031966361055830983, + 0.00031860410220859435, + 0.00031686486128336075, + 0.0003150426908771818, + 0.000314952785396602, + 0.00031022561853992226, + 0.0003032080484605124, + 0.0003028429869800622, + 0.0003027868407269608, + 0.0003000084163643995, + 0.0002984554173552447, + 0.00029598413329762717, + 0.0002959701704851475, + 0.0002936734002980531, + 0.0002913635153890063, + 0.00029043063936763706, + 0.0002898488376920224, + 0.00028719934960985384, + 0.00028496296294358505, + 0.0002825312478453195, + 0.00028190774767317063, + 0.0002817013909938086, + 0.0002808762589711465, + 0.0002806464094660089, + 0.00027884603868674735, + 0.00027808157196445405, + 0.0002768422769124715, + 0.0002742870044175411, + 0.0002698572222889534, + 0.00026950609291094465, + 0.0002575522506803516, + 0.0002572748001392059, + 0.0002534187485319089, + 0.0002528265712739218, + 0.00024949872941927147, + 0.00024791777818749936, + 0.0002475446949372365, + 0.0002466604788788491, + 0.0002464067334306016, + 0.0002443508262949911, + 0.0002427465809167363, + 0.00024214844339200372, + 0.00024135950345019572, + 0.00024068668930590968, + 0.00023880906217987606, + 0.00023845782533877936, + 0.00023675060519472382, + 0.00023553383459329574, + 0.00023372142019948704, + 0.00023355854092581944, + 0.0002332038578170762, + 0.00023058579386286642, + 0.00022763234724206916, + 0.00022685225189554095, + 0.00022647187143364468, + 0.0002248557816337752, + 0.000223414312670939, + 0.00022267515989836888, + 0.00022116006864790103, + 0.00022025764624421845, + 0.00021825989101339856, + 0.00021786955906938945, + 0.00021664808145700182, + 0.00021602190595660306, + 0.00021326605542182922, + 0.00021304162005434613, + 0.00021037734028941577, + 0.00020901554412453455, + 0.00020893270882935567, + 0.00020756385611684657, + 0.00020716778518892418, + 0.00020184187148644496, + 0.00020081001264317828, + 0.0002004545015257638, + 0.0002003267537390707, + 0.0001996503206396122, + 0.0001983754896314127, + 0.00019475129694234827, + 0.0001941608718986816, + 0.00019404236833863556, + 0.00019317704294059213, + 0.0001907582326365323, + 0.00019047747544361242, + 0.00019045137624251139, + 0.00018932375859629594, + 0.00018778709270350605, + 0.00018619765355605707, + 0.00018269447380195287, + 0.00018093046696270696, + 0.00018066134068898344, + 0.00017515435253903397, + 0.00017437158314470924, + 0.00017340324215457664, + 0.00017304325302385605, + 0.0001730177730886496, + 0.00017166362743983686, + 0.0001706884030472701, + 0.00017031333806678703, + 0.00016832106085645302, + 0.000167258704618533, + 0.0001671069019426965, + 0.0001657687941272877, + 0.00016503155247847093, + 0.0001645288165470285, + 0.00016127545265141332, + 0.0001604918938797618, + 0.00015894751486754687, + 0.00015834644689492752, + 0.00015672950938982626, + 0.0001544856466506988, + 0.00015418022742712568, + 0.0001538413970664554, + 0.00015233830503550485, + 0.00015156718382781549, + 0.00015116653745246979, + 0.000151133538853498, + 0.00015089797185650195, + 0.00015085242023444738, + 0.00015081010823454053, + 0.0001499694765386206, + 0.00014945065075517054, + 0.0001480240087329641, + 0.00014739839802198703, + 0.000145975153680928, + 0.00014419102127715468, + 0.0001437664287604052, + 0.00014322278155016495, + 0.00014302009151513585, + 0.0001426772499494639, + 0.00014221835914922552, + 0.00014109302944263568, + 0.00013843838980890077, + 0.00013606157050323716, + 0.00013534971465317601, + 0.00013311740897467938, + 0.00013206916202023088, + 0.00013203986279689464, + 0.00013178947127821957, + 0.00013160182322345448, + 0.00012900286065277273, + 0.00012788307263103465, + 0.00012375355931423842, + 0.0001236080547983575, + 0.00012169726081931959, + 0.00012146534492942747, + 0.00012012873177845246, + 0.00011998201354248291, + 0.00011579818886683257, + 0.00011336062498389107, + 0.00011252629081209673, + 0.0001121472956534917, + 0.00011205937002317983, + 0.00011166592649553731, + 0.00011143147482876256, + 0.00011031976979562411, + 0.00011015540568868248, + 0.00010852098834600173, + 0.00010623388704585678, + 0.00010606253209028805, + 0.00010519261431674246, + 0.00010505756389591987, + 0.00010430875544606816, + 0.00010261908436369154, + 9.945415811536268e-05, + 9.577194420575953e-05, + 9.570608421442392e-05, + 9.526566513940117e-05, + 9.518243244710094e-05, + 9.50804234539577e-05, + 9.353788681267384e-05, + 9.3273771672823e-05, + 9.308876598771319e-05, + 9.305462725830879e-05, + 9.265811185894173e-05, + 9.25662516558346e-05, + 9.238066142183537e-05, + 9.192306056292862e-05, + 8.905153269780274e-05, + 8.714974435331244e-05, + 8.693892712463547e-05, + 8.525046791181444e-05, + 8.488401616867422e-05, + 8.236371181004282e-05, + 8.127481018032536e-05, + 8.050518665713355e-05, + 8.048747218152012e-05, + 8.024335035924738e-05, + 7.952845588967512e-05, + 7.74199904783602e-05, + 7.632143486112908e-05, + 7.52930680079346e-05, + 7.529150724356942e-05, + 7.505898554897396e-05, + 7.478311054215702e-05, + 7.457779870978326e-05, + 7.436964354119606e-05, + 7.233763186497699e-05, + 7.145015440974685e-05, + 7.107140624236165e-05, + 7.091186265695508e-05, + 6.970938431855893e-05, + 6.956104842107576e-05, + 6.839240561522375e-05, + 6.787739148628638e-05, + 6.400345266132062e-05, + 6.37564611166978e-05, + 6.371186017559819e-05, + 6.364140934439491e-05, + 6.32398823260126e-05, + 6.26567786161584e-05, + 6.202889650433023e-05, + 6.146388734953558e-05, + 6.070209775009192e-05, + 6.006711931331099e-05, + 5.990979669888677e-05, + 5.9817114320592455e-05, + 5.900319663190856e-05, + 5.635706689201018e-05, + 5.505149651413812e-05, + 5.4252890533612674e-05, + 5.4157338589559835e-05, + 5.1757856644050874e-05, + 5.1612155505522914e-05, + 5.084269333934989e-05, + 4.949473192519768e-05, + 4.945757388735325e-05, + 4.893883863976189e-05, + 4.787406751680668e-05, + 4.75575426707827e-05, + 4.67151634785974e-05, + 4.645764887084015e-05, + 4.605916229245854e-05, + 4.5829568318133e-05, + 4.571867511314797e-05, + 4.5505675920203663e-05, + 4.3595479528167844e-05, + 4.225459048098285e-05, + 4.2235647239921894e-05, + 4.217374590478067e-05, + 4.055093331992692e-05, + 3.9591750608450416e-05, + 3.931482673757979e-05, + 3.9184370034380805e-05, + 3.869457037438086e-05, + 3.8519391683782144e-05, + 3.8224579167717676e-05, + 3.7632511920164314e-05, + 3.75464658670798e-05, + 3.7429390964784354e-05, + 3.664916635268636e-05, + 3.568470431114877e-05, + 3.5642271136329116e-05, + 3.483072986689283e-05, + 3.2752826316261015e-05, + 3.1872498381434025e-05, + 3.180811351072254e-05, + 3.070427479173968e-05, + 3.0139557294094963e-05, + 2.9862884568628902e-05, + 2.9860262264212828e-05, + 2.9513065508250032e-05, + 2.926099196189621e-05, + 2.874814385358412e-05, + 2.8308423167912536e-05, + 2.8211316235144057e-05, + 2.8071086981243615e-05, + 2.8005156409191538e-05, + 2.7793438627874276e-05, + 2.754892749147288e-05, + 2.7143768254005782e-05, + 2.67212632854062e-05, + 2.666989938093367e-05, + 2.633953826664651e-05, + 2.5745327302090712e-05, + 2.483111709521025e-05, + 2.35403010583081e-05, + 2.267505680998148e-05, + 2.1463643428313828e-05, + 1.9348136440676728e-05, + 1.9204171588504088e-05, + 1.8445776183250445e-05, + 1.786175502878515e-05, + 1.752993782156414e-05, + 1.6923828446996293e-05, + 1.68790905905276e-05, + 1.641908606643042e-05, + 1.60242620736555e-05, + 1.4354428219657093e-05, + 1.331331307258603e-05, + 1.3037521960511484e-05, + 1.2976807209117008e-05, + 1.286181533355895e-05, + 1.2573096976463609e-05, + 1.2347775404945699e-05, + 1.2015446817460927e-05, + 1.1610453337369769e-05, + 1.155465359046435e-05, + 1.1395355585825721e-05, + 1.1336258646949247e-05, + 1.085966822842172e-05, + 1.0673018728086842e-05, + 9.957133765947112e-06, + 9.242644736964096e-06, + 9.17808292625701e-06, + 8.664434545581378e-06, + 8.60324820787636e-06, + 7.848062996659952e-06, + 7.6108178671533025e-06, + 7.488760497292867e-06, + 7.32046862671203e-06, + 6.950154483437633e-06, + 6.551674741081448e-06, + 6.534628683592744e-06, + 6.449997984308281e-06, + 5.9230276460709555e-06, + 5.877756405102393e-06, + 5.87200450707704e-06, + 5.812771040915248e-06, + 5.7502288689756775e-06, + 5.686310512854877e-06, + 5.381500300581259e-06, + 5.3533328008084e-06, + 4.964244011804402e-06, + 4.9454554247538945e-06, + 4.718105105364629e-06, + 4.700632434917368e-06, + 4.673128472040059e-06, + 4.3890539438786895e-06, + 4.261822830514863e-06, + 3.915071961780392e-06, + 3.752863392688367e-06, + 3.6944057090597607e-06, + 3.6847778663001515e-06, + 3.649249256365661e-06, + 3.0223517468560184e-06, + 2.7682862966008565e-06, + 2.192465926059694e-06, + 2.0504243096927453e-06, + 2.0261354930557295e-06, + 1.9773796716134936e-06, + 1.9009668298830623e-06, + 1.8794679324501664e-06, + 1.742258944696539e-06, + 1.5507838684250098e-06, + 1.5125062990588559e-06, + 1.5031963406978898e-06, + 1.4642964551854541e-06, + 1.4255017013107132e-06, + 1.4173762071279189e-06, + 1.297500079812684e-06, + 1.223814746789036e-06, + 1.2054735255610612e-06, + 1.2004628624908665e-06, + 1.0368068520274903e-06, + 1.0176472653251048e-06, + 9.549911041396254e-07, + 9.260958322742016e-07, + 8.309912509109546e-07, + 7.594684819740621e-07, + 6.986668649309979e-07, + 5.771151769062298e-07, + 5.55140353454361e-07, + 4.610403560474845e-07, + 4.516311481073879e-07, + 4.224096687259294e-07, + 4.1526311091710426e-07, + 3.8562060116294467e-07, + 3.589817326986865e-07, + 3.09588364095872e-07, + 2.816033147818149e-07, + 2.762188361591251e-07, + 2.6269264896111203e-07, + 2.414307178469523e-07, + 1.758361435768776e-07, + 1.751702744346735e-07, + 1.371762247859068e-07, + 1.1940511689191024e-07, + 1.0628247237237623e-07, + 9.595732099831991e-08, + 8.068913601749641e-08, + 8.064481857502992e-08, + 7.31622144418695e-08, + 5.275852182816795e-08, + 4.784306402184643e-08, + 2.0616143025445528e-08 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 83.2, + "precision": 25.238095238095234, + "recall": 19.714285714285715, + "f1": 20.641025641025642 + }, + "selection": { + "precision": 0.5626262087899025, + "recall": 8.05194805194805, + "f1": 1.0517189074604194, + "jaccard": 0.5291430494800773 + } + } +} \ No newline at end of file diff --git a/output/regress/Prostate_Cancer/significant_genes_condition_Age.json b/output/regress/Prostate_Cancer/significant_genes_condition_Age.json new file mode 100644 index 0000000000000000000000000000000000000000..646593c48b06e94834d005692ee85ef540a5db9b --- /dev/null +++ b/output/regress/Prostate_Cancer/significant_genes_condition_Age.json @@ -0,0 +1,1704 @@ +{ + "significant_genes": { + "Variable": [ + "CT47A1", + "COX7A2L", + "TSPY1", + "CHRNB1", + "OR1Q1", + "UNC119B", + "ZNF578", + "SAFB", + "AASS", + "HSP90AB1", + "ZNF410", + "ANGPTL7", + "LNP1", + "OOSP2", + "APEX2", + "ZNF878", + "GOLGA8DP", + "CFAP54", + "MMP7", + "TCERG1L", + "HOXC11", + "SPANXA2", + "C10orf62", + "PLAGL1", + "ALLC", + "CDH6", + "FAIM", + "HYAL6P", + "OR51L1", + "TSPAN10", + "HEMGN", + "RPL10", + "TRIM41", + "THBS1", + "OPN4", + "MCM3", + "A4GNT", + "SPAG11A", + "GABRR3", + "H1-9P", + "TMCO2", + "OR1L8", + "SBDSP1", + "FKSG29", + "PRAMEF4", + "PRSS45P", + "FERD3L", + "C4orf50", + "CTAG2", + "NFIB", + "GBE1", + "NPAP1", + "RPL23AP7", + "PLAGL2", + "GRAPL", + "PCDHGC5", + "DQX1", + "H2AC1", + "FAM181A", + "CHKA", + "HTN3", + "TAAR8", + "DLGAP1", + "C17orf78", + "HYKK", + "INGX", + "CFHR4", + "GLRA2", + "GLT1D1", + "HBE1", + "KLHDC8A", + "CNPY1", + "OR7D2", + "FBLN7", + "SLC35F3", + "CREG2", + "SLCO6A1", + "KLK8", + "PPP1R3B", + "ALX1", + "LELP1", + "SLC10A2", + "LRIT1", + "MYO3B", + "PPP1R1C", + "DAD1P1", + "NETO1", + "WBP2NL", + "GTPBP10", + "SERPINB10", + "SAP30", + "RIMBP3C", + "UMOD", + "SNORA68", + "PLXNB2", + "ADGRA1", + "OR52K2", + "OR51F1", + "S100A5", + "NIPA2", + "OR2T27", + "CFAP74", + "SPP1", + "EIF4A2", + "NEUROD2", + "CPLX4", + "SPATA8", + "SLC25A23", + "SLC35G6", + "SART3", + "CRLF2", + "POU3F2", + "RRH", + "LCE1C", + "PEBP4", + "MERTK", + "LAIR2", + "AVP", + "HDX", + "HOXA3", + "LCE6A", + "OARD1", + "MUC7", + "OXT", + "PCDHGA3", + "NCOR1P1", + "HAO2", + "GSTM1", + "SYCP2", + "TTC36", + "SSX7", + "TTTY8", + "RETN", + "GTF2A1L", + "ERP44", + "TLCD3B", + "GGT8P", + "GPATCH1", + "TCHHL1", + "SLC8A3", + "GTSE1-DT", + "SYNGR4", + "TOB1", + "PABPC1P2", + "SLC7A5P1", + "TEX13B", + "RIT2", + "ROS1", + "SSX1", + "KRTAP10-11", + "HTR2C", + "PPP1R2C", + "LOC100192426", + "HCN1", + "OR2J2", + "IFNL1", + "IQCF2", + "GSTT2", + "CEP43", + "RYBP", + "PRDM14", + "GLIPR1L2", + "GLT6D1", + "PTPRT", + "KRTAP7-1", + "TLX1", + "KRT37", + "TRIM51", + "GSTT4", + "NSG2", + "DHH", + "SPRR2B", + "TICAM2", + "RPH3AL", + "TMEM88B", + "TXNIP", + "LINC00518", + "TBC1D3P2", + "SLC2A11", + "ANKRD40CL", + "COPS3", + "SOX3", + "CD300LD", + "P2RX5", + "OR52A1", + "STBD1", + "FBXO33", + "PDYN", + "MIR9-1HG", + "OR13F1", + "OR2B11", + "RAMAC", + "ATXN3L", + "SUPT20HL1", + "FAM106A", + "ADCYAP1R1", + "IL2", + "OR51A4", + "PLET1", + "DEFB113", + "PAPSS1", + "KLC4", + "GPR151", + "PTENP1", + "NUFIP1", + "PELO", + "TMPRSS11A", + "SPTB", + "ZPR1", + "CACNG3", + "AKAP7", + "TCEAL6", + "PRKRA", + "DEDD2", + "KCNQ1DN", + "CCDC177", + "PIK3R3", + "CIAO1", + "SIX3", + "SALL4", + "RPH3A", + "AJM1", + "HK2", + "C5AR2", + "SND1", + "MYLIP", + "EXOC2", + "SLC35E2B", + "BID", + "ST20", + "PPP2R2C", + "ZCRB1", + "TBC1D29P", + "SLC30A3", + "TRPV5", + "CSAG1", + "RNF186", + "LOC284009", + "LOC153910", + "MTMR7", + "FAM66C", + "ASB8", + "OTUD7B", + "CCDC70", + "H3C6", + "SNORA70B", + "AP3S2", + "IFNA4", + "GRIA4", + "EFL1", + "ZNF764", + "MED20", + "SDHAF3", + "FGF7P6", + "RNF135", + "CCDC116", + "H1-6", + "COLEC11", + "WDR64", + "SLC25A51", + "CRBN", + "ISOC1", + "BAGE", + "ZNF727", + "ARL11", + "GABRB1", + "LFNG", + "SOHLH1", + "TBPL1", + "KRT38", + "MIXL1", + "ANKRD34C", + "HIGD2B", + "IRGC", + "OR2M4", + "CYP4F11", + "TEX29", + "LY6K", + "CHST14", + "CCL15", + "CNGA2", + "IMPG2", + "OR6N2", + "RPS28", + "KRTAP4-1", + "WHAMM", + "KRT33A", + "KIR3DX1", + "TRAK1", + "METTL8", + "SCGB1C1", + "CCDC42", + "LIPI", + "ZNF90", + "RBM44", + "ESPNL", + "F8A1", + "C11orf42", + "SLC39A12", + "BEND2", + "OR2M3", + "DCAF12L2", + "ZIC4", + "ZNF497", + "DEFB103B", + "NELL1", + "TRPM1", + "RLN3", + "CCNE1", + "CDK11A", + "ADAMTS20", + "PASD1", + "UPP2", + "PLAT", + "OR5J2", + "OR51B5", + "GNG3", + "SLC6A18", + "CELA1", + "OXCT2", + "NBR2", + "DPPA4", + "FLG2", + "HSD3B1", + "PMS2P5", + "MAGEA12", + "SPAG6", + "CLYBL", + "TFB1M", + "IL1RAPL1", + "EFCAB6", + "PP2D1", + "DLGAP2", + "SPANXB1", + "NUP43", + "LIN28B", + "FTSJ3", + "CLDN6", + "ALPP", + "ITIH2", + "RPL9", + "SERPINB11", + "SLC35B2", + "TYR", + "MFSD13A", + "DEFB136", + "BPIFC", + "REDIC1", + "RBM23", + "ADAM20", + "GALNTL5", + "ARGFXP2", + "OR52H1", + "IGSF21", + "USP17L6P", + "ACTG1", + "SNORA84", + "RAB41", + "OR10G4", + "MED6", + "ASTE1", + "ACOT12", + "NXF5", + "COL20A1", + "OR1K1", + "HSF5", + "ZNF17", + "TTTY6B", + "H1-3", + "NEIL3", + "CRH", + "GARIN5B", + "TERB1", + "MSX2P1", + "SPANXN2", + "ATP4A", + "GLRX2", + "PRSS3", + "MAPK10", + "OR51F2", + "SNORA38B", + "NTPCR", + "RRP7A", + "SPANXN4", + "ALPG", + "HCRT", + "EQTN", + "FBXO43", + "TBC1D28", + "BTNL2", + "CTSL3P", + "OR10P1", + "HPCAL4", + "SERPINE3", + "STH", + "HMGB3P1", + "GOLGA8IP", + "RBPJL", + "GYPA", + "REG1B", + "MYH7B", + "KIAA0040", + "ERC2-IT1", + "UTP11", + "ARL5C", + "LRP2", + "HMGN3", + "SCARNA10", + "OR2AG1", + "SNORA32", + "CASP12", + "SBK2", + "SMIM8", + "CCDC102B", + "KRTAP10-9", + "ARFIP1", + "BOLA1", + "OPALIN", + "OR11H1", + "CD55", + "MAK16", + "TMEM174", + "SEC14L4", + "PALMD", + "IQCF5", + "FAM181A-AS1", + "CACNG6", + "PNLIPRP3", + "TFAMP1", + "OR56A5", + "NME5", + "LINC01565", + "YWHAH-AS1", + "PAGE5", + "KREMEN2", + "RBMXL3", + "OR2AK2", + "SLC2A12", + "LINC00471", + "APOL4", + "IL36B", + "SNORA29", + "H4C4", + "ZNF227", + "SAGE1", + "XRCC1", + "KRT35", + "PDHA2", + "FOXD4L3", + "TFR2", + "H4C6", + "CCDC74A", + "SCEL", + "NCR1", + "OR2A14", + "KLHL3", + "IDI2", + "CELSR3", + "SSTR5", + "KLF14", + "NKAIN2", + "FAM136BP", + "NMNAT1", + "OR7G1", + "ZNF735", + "CA10", + "SPATA31E1", + "SYT5", + "CDX2", + "AKR7A2P1", + "TREML4", + "PAGE2B", + "H4C12", + "SH3YL1", + "SAFB2", + "CALCR", + "AIPL1", + "CALHM1", + "MC2R", + "TAS2R30", + "SLC39A5", + "TGIF2LX", + "SPINK8", + "TTLL13", + "TFPI2", + "PAX3", + "RXFP2", + "TAS2R7", + "ABCG8", + "FLVCR2", + "GPR32", + "RAPGEF5", + "TDH", + "NCR2", + "ARMT1", + "GATA1", + "PRSS33", + "ZSCAN31", + "IGIP", + "HEXA-AS1", + "H3C4", + "EGR2", + "PNPLA3", + "NIBAN2", + "OR5M1", + "VCY", + "IFNK", + "TDRD3", + "KLKB1", + "MICA", + "NELFCD", + "ADCYAP1", + "HNRNPA2B1", + "LRRC30", + "PGA3", + "LINC00575", + "CASTOR2", + "SLC12A1", + "USP17L2", + "KRT76", + "GUCY1B2", + "CEP170P1", + "FUOM", + "ZNF140", + "NEUROG2", + "OR1B1", + "NYAP2", + "OR5B17", + "XKR9", + "SCML2", + "KRTAP19-2", + "NKX2-6", + "CPO", + "FAM27E5", + "PRR20A", + "KNSTRN", + "ATIC", + "CHD7", + "TSSK2", + "GAGE2E", + "DEFB106A", + "RHEBL1", + "MINPP1", + "TREML5P", + "RBMY1B", + "TBPL2", + "CHMP1B", + "VTRNA1-1", + "BMX", + "TBC1D22B", + "LCE2D", + "TTTY17A", + "LCE3B", + "TTTY17B", + "PRR20B", + "KRTAP19-4", + "OR5H15", + "RBMY1F", + "KRTAP20-3", + "KRTAP22-1" + ], + "Coefficient": [ + -5.993469240737532, + 3.6186290843966, + 2.901358573102342, + 2.6330818841994996, + -2.6190481622806274, + 2.390822189765826, + 2.360218971199166, + 2.359463324838005, + -2.3416144934001824, + 2.3182581845441095, + -2.3050975375527867, + -2.2635243173123514, + 2.2246365618371478, + -2.2129083575131694, + 2.160618713662812, + -2.1160578191003325, + 2.0704562799150352, + 2.045119177663673, + 1.9360456195226048, + 1.9317157591317236, + 1.9158056250455557, + -1.90965660147405, + -1.8554469098087145, + 1.848331829021629, + -1.816992786193262, + 1.8121140966257687, + 1.7711739566866311, + 1.7360466011208042, + 1.706993518290983, + 1.6812234932968537, + -1.6675927111069722, + 1.643158660436209, + 1.6322050168284061, + -1.6284013543145548, + 1.615372796576859, + 1.577420187090434, + 1.540195871627797, + 1.5259274827544018, + -1.519204823641711, + 1.4948232013416032, + -1.490719259595553, + -1.46478605802589, + -1.4575426841596715, + -1.4439951116429155, + -1.4363486046032827, + -1.4353119671894723, + -1.4234735988716116, + 1.3636604866230984, + 1.3627228095418098, + 1.3615196338299365, + 1.3520508154390862, + -1.3511253039309743, + 1.3493773922515724, + -1.3473337602991513, + 1.3461151978435046, + -1.342804093581866, + -1.3410201705170863, + 1.3348185088879407, + -1.3216406928132602, + 1.3173663848932573, + 1.3123404872969708, + 1.2899670889338262, + 1.2700705144459965, + 1.2666384488170295, + -1.2645411710228782, + -1.2572236060239137, + 1.2496179666786755, + -1.2468487545693727, + -1.2457316990522822, + 1.2451585523212048, + -1.243619788958659, + -1.2325094893162933, + -1.2293827833679076, + -1.211012361674391, + 1.2081845846790467, + -1.2026705001610292, + -1.199375200318629, + -1.1968004036408786, + -1.1900014084783292, + 1.1888632834021524, + -1.188074652217311, + -1.1782879776914452, + -1.1777185314985494, + -1.1752077322387358, + 1.1707071795916997, + -1.158056558157169, + -1.1562343823022194, + -1.1551350147265804, + -1.1516379657476272, + -1.1311498198863086, + 1.1276724911529266, + 1.1227972313449641, + 1.1215640144764703, + 1.1161634879844653, + 1.11461117940169, + -1.1060223372554068, + 1.0950735947374657, + 1.0879528064889792, + -1.0703467306570549, + -1.0662659321709234, + -1.0624558321349962, + 1.0548248758892809, + -1.0533566398780803, + 1.0467879427928615, + -0.9968110415541405, + 0.9896167031060729, + -0.9861076456007113, + -0.9724418441145906, + 0.9697536449000406, + 0.9528122408519724, + 0.9475625014183416, + -0.9462683479119455, + 0.9441459299899303, + 0.9392156082450606, + -0.9388768892263957, + 0.9381490052117578, + -0.9378455991041742, + 0.9303401620465724, + 0.9278323808755277, + 0.9219520296762137, + 0.9111594140722926, + 0.9077655227640861, + -0.90558409802238, + -0.9026607148792685, + -0.892701681130367, + 0.8914768796026442, + -0.8835753664756799, + -0.879544329140395, + -0.8755352829565521, + 0.875456947084016, + -0.8676716009586778, + 0.8650219338801081, + -0.8649295263943002, + 0.8590814174594532, + 0.858402217132035, + -0.8576967873029313, + 0.8575925118443922, + -0.8564097073061615, + 0.8563778081199325, + 0.855950598767804, + 0.8540216890855318, + 0.8510416921452657, + 0.8508479764492949, + 0.844852654923884, + 0.8425334913843138, + -0.838366247189918, + 0.8333013668671118, + 0.8307236910755502, + 0.8171031141908225, + 0.8142135451040416, + 0.8132341781268069, + -0.8115201411450154, + 0.8096240603498943, + -0.7895384275171317, + -0.7889676109857615, + 0.7880150746660763, + -0.7807940457770773, + -0.7786672109178842, + 0.7779944186031772, + 0.7760897401057585, + -0.7685492291294326, + 0.7680218883151594, + 0.763415069868529, + 0.7632886162119134, + -0.7610619135812094, + -0.753675753922168, + 0.7520421516922422, + -0.7512632810939279, + 0.7502291966774426, + -0.7371792733240655, + 0.7365584355785108, + -0.7341806849249004, + 0.7292251942661482, + 0.7211690417364461, + -0.7162451180026099, + 0.7153897375016208, + 0.7130142742880282, + 0.7126359706996662, + 0.7123859944610912, + -0.7122405334276545, + -0.710565283776305, + -0.7069010263788292, + -0.7043637261889653, + -0.6998536221302083, + 0.6927305430476178, + -0.6799965383322442, + -0.6742859753985534, + 0.6723808256939783, + -0.6722559507752757, + 0.6711509704400619, + -0.6674555968378254, + 0.6637615453136472, + 0.6519472105843371, + -0.644506371412436, + 0.6419195837954885, + -0.6405895608836154, + 0.6369379321911949, + 0.6356756615378943, + -0.6344525452833739, + 0.6288353112376476, + 0.6274344618937668, + 0.6260132564558648, + -0.6234966505149037, + -0.6229772579168869, + -0.6161030238678421, + 0.6150937844891362, + 0.6067228771571715, + 0.6064609788499252, + -0.6041227057840542, + -0.602585750857352, + 0.5981777470318399, + 0.5959329060667523, + -0.5948237593846077, + 0.5944537823402976, + -0.5939945763765523, + -0.5904215078361574, + 0.5868058660149513, + -0.5850643030909478, + 0.583274738208179, + -0.5793287435424029, + -0.5751048767713259, + 0.5730499763040565, + -0.5730116413357462, + -0.5668434088397064, + 0.5635180270067878, + 0.555130791594791, + 0.5512873299877781, + 0.5505459696244382, + -0.5480708879882479, + 0.5480131336383269, + -0.544119390629754, + -0.5433486009770454, + 0.5373597937964203, + -0.5339673635990313, + 0.5331834703478884, + 0.5326840109696471, + 0.5320299109207941, + -0.5316461075597088, + -0.5314379066640939, + -0.5260205203917064, + -0.5242925584776801, + 0.5204605182485418, + 0.5177636266942669, + 0.5140571286428186, + 0.5122125840478742, + 0.5118070647471131, + -0.5099962548076655, + 0.5062732353310787, + -0.5033216474765142, + 0.5015154240214748, + 0.5000210717278694, + 0.49706833215250895, + 0.4938871118271413, + -0.49041055586472176, + 0.4902175102681601, + -0.48348472497096806, + 0.48086198667503754, + -0.47901921764260286, + 0.47865629915832286, + 0.47428424419257464, + -0.4708943016599666, + 0.4583991041814386, + 0.4578587703911344, + -0.455144919747704, + 0.4533724678459761, + 0.45133441511417616, + -0.45112779750961857, + 0.445750441692742, + 0.44154842940767375, + 0.4357724141900134, + 0.4350203356030048, + -0.4327247518797238, + -0.42878656887478533, + -0.4260907982118808, + -0.4167840107401944, + -0.41341540717030606, + 0.4110142549672268, + 0.4105530800996344, + -0.40936458286253924, + 0.40891828885634046, + 0.40700143066121486, + 0.40399606409919975, + -0.40329653025784495, + 0.40004649990190194, + -0.39432149243432757, + 0.39064046294397725, + -0.38987633144896955, + 0.3838583644070652, + -0.3816895962278084, + -0.37971726464650457, + 0.37956842265595425, + -0.3751890235410274, + -0.3733246437950597, + -0.3691252097987319, + 0.36830339439440624, + -0.3669836890215763, + 0.36684973154771533, + -0.363847902389542, + 0.36356055262349496, + -0.36043751950306546, + 0.35761736393806937, + -0.35359742180766995, + -0.35134984908112754, + 0.3463716238478305, + 0.3460538675606712, + 0.3448594267441501, + -0.3438245968843366, + 0.3435932123267252, + -0.33956551094529164, + 0.3385457048156991, + -0.33833222323558954, + -0.33776065286315005, + -0.33677525076484316, + -0.335227082081522, + 0.3338672479371089, + 0.3314177533219623, + -0.3210209872029102, + 0.3206918598442487, + -0.3200594292762641, + -0.31923871217462674, + -0.3178412340670482, + -0.31752187015886524, + 0.3153980230574774, + -0.3152650015850913, + -0.3072493815045327, + 0.3058952985551448, + 0.3041767961471448, + -0.3030575044114473, + 0.3017482856589011, + -0.29685408536407515, + 0.2964207121913123, + 0.2927927209770795, + -0.2908967257429474, + -0.2890272461753682, + 0.2887380380571803, + -0.2883323799436573, + 0.2882938682920888, + -0.28806496505988105, + -0.2862790181844816, + 0.2844639846235451, + -0.28074923957923725, + -0.2796081445629247, + 0.2778135901413886, + -0.2774396166722527, + -0.27681797231420713, + 0.27639458383438736, + 0.27468954255046824, + 0.2742463047395355, + 0.27418759499225337, + 0.2735420702918673, + 0.2701395793837323, + 0.26938127932736544, + 0.2663262618449885, + -0.2656780921813396, + 0.2636638512373859, + 0.25608570114747464, + 0.25464114185561304, + -0.2526021825686857, + -0.25031890888752556, + -0.24641841084665694, + -0.24512894412986877, + 0.2436265458287935, + 0.24352224249005971, + 0.24195302378373645, + 0.24043613783782855, + 0.24017218420583106, + 0.23932102898654814, + -0.23910693771270566, + 0.23867056237759215, + 0.23454076770140783, + 0.2302020377464649, + -0.23016507951374623, + -0.2287644171646908, + -0.2286108530906577, + 0.2277463339754932, + -0.22654645892116812, + 0.2255128093880536, + -0.22514722607757628, + -0.22317479323388603, + 0.21739042464343764, + 0.2151633775055803, + -0.21484526952944416, + 0.20654249569558258, + -0.205953552315739, + -0.20560268692829248, + 0.2037368489769013, + 0.19963631396338438, + 0.1992668166987091, + 0.19785680617049198, + -0.19598199557893706, + 0.19469001258226878, + -0.19391427467406053, + -0.1938947797967787, + 0.19366050535902174, + -0.19232876891258238, + -0.19168232628787665, + 0.1915294895418894, + 0.19115862358741767, + 0.1902653247577709, + -0.1865947640486822, + 0.1865830424304876, + -0.18294899326795017, + -0.18088177355125648, + -0.17925059344381172, + -0.17517552118157792, + -0.17456271514105126, + 0.1730358905302827, + 0.1715505010423024, + 0.17114093742902445, + -0.1694646718841593, + 0.16698106661458056, + 0.16546428282669542, + 0.16370297768414496, + 0.16039218845174902, + 0.1596203514161411, + 0.15747713785308728, + 0.1551060663685141, + -0.1545046487529572, + 0.15443642813302813, + -0.1534009582950067, + -0.1532273647383557, + -0.15157872812622694, + 0.1515157388946342, + 0.14824205121609227, + -0.14757230140250785, + -0.1467667802727206, + 0.14586354722259834, + -0.14547672983395113, + -0.1450599003327694, + -0.14279221733930192, + 0.1424702627138609, + -0.1368481530726815, + -0.13197336453984115, + 0.1313079881699077, + 0.13050323664223712, + 0.13015646280229917, + -0.12912767580024584, + 0.12729011124803286, + -0.12549697540709587, + -0.12421755227156117, + 0.12329235584778608, + 0.12096419710598925, + 0.12072899963126661, + 0.1204872416733413, + -0.12005712622284385, + 0.11757267937374041, + 0.11583361896065658, + 0.11571762742129457, + -0.11470438194878328, + -0.11353660402766895, + -0.11212060029436291, + 0.11160381593752935, + -0.11030954723454107, + 0.11001791083787055, + 0.10939129047650234, + 0.10808783787497067, + -0.1058542620271275, + -0.10346080162440648, + -0.10302918799915668, + -0.10290275794600738, + 0.10187314000221454, + 0.10172930997715758, + 0.09981585806854809, + -0.09929328679997289, + 0.09690115434267552, + 0.09661820304498196, + -0.09452807353804062, + -0.08636869552560791, + -0.08630632695620566, + 0.08617026707896741, + -0.08578085788169851, + 0.08413333269610555, + -0.08063478911753028, + -0.07900723606865388, + 0.07786801775465091, + 0.07774299258193111, + -0.07687540516548123, + -0.07661827143703591, + -0.07637614384549936, + -0.0748862382681869, + -0.07470505510086603, + 0.07329783805074663, + -0.07103164570904047, + -0.0682140854638301, + -0.06758692494852818, + 0.06673939304533313, + -0.0662830830082048, + -0.059592337704026666, + -0.05947372277871831, + -0.05837107990694743, + 0.05769232852281798, + 0.0568691258451709, + -0.05582745639054933, + 0.053797772828534644, + 0.053611758216527396, + 0.050855393070325224, + -0.05041578568191936, + -0.04892486285431859, + 0.04860789875573462, + 0.04625401432533151, + 0.045327633623378244, + -0.04530683582198814, + -0.04518084443585184, + 0.04194123962079942, + -0.039342015204310625, + 0.03926706464772239, + 0.036638445655937824, + -0.035020377307075, + 0.03453666485864779, + 0.03411156855575992, + 0.03318099297296648, + 0.03208734615063393, + 0.0320151527659189, + 0.03190549538825268, + -0.02926991880040824, + 0.02768048804680903, + -0.02725165031061538, + 0.02687349243218475, + -0.026050279495360946, + -0.025065174877472795, + -0.023876678015920947, + -0.022848671384278846, + -0.018503607286322474, + -0.018011436729540177, + -0.016769125204918894, + 0.015218384325041743, + -0.014681806446249312, + -0.013977206527425887, + 0.011462678605668209, + 0.00913539800795759, + -0.007151720240938252, + -0.005983577458001445, + 0.00541661346445778, + 0.004358683096625494, + 0.00425263842036087, + 0.004110629582131099, + -0.00330943538090704, + 0.0030047727697629185, + 0.0029546214436314776, + -0.002577045303616102, + 0.0011053376758549964, + 0.001065174625167058, + -0.0010625944204582394, + -0.0008650563453473695, + 0.000631872320964312, + -0.00048329197992555135, + 0.00048159809917204413, + -0.0003290874101054215, + -0.00028514899616876997, + 0.00021909527777407616, + -3.634181895715416e-05, + 2.912773349036096e-05, + 2.140169732997677e-06, + 1.3841412872330485e-15, + -1.258310261120953e-15, + -1.0066482088967625e-15, + -9.647045335260641e-16, + 2.9360572759488905e-16, + -1.258310261120953e-16, + 1.258310261120953e-16 + ], + "Absolute Coefficient": [ + 5.993469240737532, + 3.6186290843966, + 2.901358573102342, + 2.6330818841994996, + 2.6190481622806274, + 2.390822189765826, + 2.360218971199166, + 2.359463324838005, + 2.3416144934001824, + 2.3182581845441095, + 2.3050975375527867, + 2.2635243173123514, + 2.2246365618371478, + 2.2129083575131694, + 2.160618713662812, + 2.1160578191003325, + 2.0704562799150352, + 2.045119177663673, + 1.9360456195226048, + 1.9317157591317236, + 1.9158056250455557, + 1.90965660147405, + 1.8554469098087145, + 1.848331829021629, + 1.816992786193262, + 1.8121140966257687, + 1.7711739566866311, + 1.7360466011208042, + 1.706993518290983, + 1.6812234932968537, + 1.6675927111069722, + 1.643158660436209, + 1.6322050168284061, + 1.6284013543145548, + 1.615372796576859, + 1.577420187090434, + 1.540195871627797, + 1.5259274827544018, + 1.519204823641711, + 1.4948232013416032, + 1.490719259595553, + 1.46478605802589, + 1.4575426841596715, + 1.4439951116429155, + 1.4363486046032827, + 1.4353119671894723, + 1.4234735988716116, + 1.3636604866230984, + 1.3627228095418098, + 1.3615196338299365, + 1.3520508154390862, + 1.3511253039309743, + 1.3493773922515724, + 1.3473337602991513, + 1.3461151978435046, + 1.342804093581866, + 1.3410201705170863, + 1.3348185088879407, + 1.3216406928132602, + 1.3173663848932573, + 1.3123404872969708, + 1.2899670889338262, + 1.2700705144459965, + 1.2666384488170295, + 1.2645411710228782, + 1.2572236060239137, + 1.2496179666786755, + 1.2468487545693727, + 1.2457316990522822, + 1.2451585523212048, + 1.243619788958659, + 1.2325094893162933, + 1.2293827833679076, + 1.211012361674391, + 1.2081845846790467, + 1.2026705001610292, + 1.199375200318629, + 1.1968004036408786, + 1.1900014084783292, + 1.1888632834021524, + 1.188074652217311, + 1.1782879776914452, + 1.1777185314985494, + 1.1752077322387358, + 1.1707071795916997, + 1.158056558157169, + 1.1562343823022194, + 1.1551350147265804, + 1.1516379657476272, + 1.1311498198863086, + 1.1276724911529266, + 1.1227972313449641, + 1.1215640144764703, + 1.1161634879844653, + 1.11461117940169, + 1.1060223372554068, + 1.0950735947374657, + 1.0879528064889792, + 1.0703467306570549, + 1.0662659321709234, + 1.0624558321349962, + 1.0548248758892809, + 1.0533566398780803, + 1.0467879427928615, + 0.9968110415541405, + 0.9896167031060729, + 0.9861076456007113, + 0.9724418441145906, + 0.9697536449000406, + 0.9528122408519724, + 0.9475625014183416, + 0.9462683479119455, + 0.9441459299899303, + 0.9392156082450606, + 0.9388768892263957, + 0.9381490052117578, + 0.9378455991041742, + 0.9303401620465724, + 0.9278323808755277, + 0.9219520296762137, + 0.9111594140722926, + 0.9077655227640861, + 0.90558409802238, + 0.9026607148792685, + 0.892701681130367, + 0.8914768796026442, + 0.8835753664756799, + 0.879544329140395, + 0.8755352829565521, + 0.875456947084016, + 0.8676716009586778, + 0.8650219338801081, + 0.8649295263943002, + 0.8590814174594532, + 0.858402217132035, + 0.8576967873029313, + 0.8575925118443922, + 0.8564097073061615, + 0.8563778081199325, + 0.855950598767804, + 0.8540216890855318, + 0.8510416921452657, + 0.8508479764492949, + 0.844852654923884, + 0.8425334913843138, + 0.838366247189918, + 0.8333013668671118, + 0.8307236910755502, + 0.8171031141908225, + 0.8142135451040416, + 0.8132341781268069, + 0.8115201411450154, + 0.8096240603498943, + 0.7895384275171317, + 0.7889676109857615, + 0.7880150746660763, + 0.7807940457770773, + 0.7786672109178842, + 0.7779944186031772, + 0.7760897401057585, + 0.7685492291294326, + 0.7680218883151594, + 0.763415069868529, + 0.7632886162119134, + 0.7610619135812094, + 0.753675753922168, + 0.7520421516922422, + 0.7512632810939279, + 0.7502291966774426, + 0.7371792733240655, + 0.7365584355785108, + 0.7341806849249004, + 0.7292251942661482, + 0.7211690417364461, + 0.7162451180026099, + 0.7153897375016208, + 0.7130142742880282, + 0.7126359706996662, + 0.7123859944610912, + 0.7122405334276545, + 0.710565283776305, + 0.7069010263788292, + 0.7043637261889653, + 0.6998536221302083, + 0.6927305430476178, + 0.6799965383322442, + 0.6742859753985534, + 0.6723808256939783, + 0.6722559507752757, + 0.6711509704400619, + 0.6674555968378254, + 0.6637615453136472, + 0.6519472105843371, + 0.644506371412436, + 0.6419195837954885, + 0.6405895608836154, + 0.6369379321911949, + 0.6356756615378943, + 0.6344525452833739, + 0.6288353112376476, + 0.6274344618937668, + 0.6260132564558648, + 0.6234966505149037, + 0.6229772579168869, + 0.6161030238678421, + 0.6150937844891362, + 0.6067228771571715, + 0.6064609788499252, + 0.6041227057840542, + 0.602585750857352, + 0.5981777470318399, + 0.5959329060667523, + 0.5948237593846077, + 0.5944537823402976, + 0.5939945763765523, + 0.5904215078361574, + 0.5868058660149513, + 0.5850643030909478, + 0.583274738208179, + 0.5793287435424029, + 0.5751048767713259, + 0.5730499763040565, + 0.5730116413357462, + 0.5668434088397064, + 0.5635180270067878, + 0.555130791594791, + 0.5512873299877781, + 0.5505459696244382, + 0.5480708879882479, + 0.5480131336383269, + 0.544119390629754, + 0.5433486009770454, + 0.5373597937964203, + 0.5339673635990313, + 0.5331834703478884, + 0.5326840109696471, + 0.5320299109207941, + 0.5316461075597088, + 0.5314379066640939, + 0.5260205203917064, + 0.5242925584776801, + 0.5204605182485418, + 0.5177636266942669, + 0.5140571286428186, + 0.5122125840478742, + 0.5118070647471131, + 0.5099962548076655, + 0.5062732353310787, + 0.5033216474765142, + 0.5015154240214748, + 0.5000210717278694, + 0.49706833215250895, + 0.4938871118271413, + 0.49041055586472176, + 0.4902175102681601, + 0.48348472497096806, + 0.48086198667503754, + 0.47901921764260286, + 0.47865629915832286, + 0.47428424419257464, + 0.4708943016599666, + 0.4583991041814386, + 0.4578587703911344, + 0.455144919747704, + 0.4533724678459761, + 0.45133441511417616, + 0.45112779750961857, + 0.445750441692742, + 0.44154842940767375, + 0.4357724141900134, + 0.4350203356030048, + 0.4327247518797238, + 0.42878656887478533, + 0.4260907982118808, + 0.4167840107401944, + 0.41341540717030606, + 0.4110142549672268, + 0.4105530800996344, + 0.40936458286253924, + 0.40891828885634046, + 0.40700143066121486, + 0.40399606409919975, + 0.40329653025784495, + 0.40004649990190194, + 0.39432149243432757, + 0.39064046294397725, + 0.38987633144896955, + 0.3838583644070652, + 0.3816895962278084, + 0.37971726464650457, + 0.37956842265595425, + 0.3751890235410274, + 0.3733246437950597, + 0.3691252097987319, + 0.36830339439440624, + 0.3669836890215763, + 0.36684973154771533, + 0.363847902389542, + 0.36356055262349496, + 0.36043751950306546, + 0.35761736393806937, + 0.35359742180766995, + 0.35134984908112754, + 0.3463716238478305, + 0.3460538675606712, + 0.3448594267441501, + 0.3438245968843366, + 0.3435932123267252, + 0.33956551094529164, + 0.3385457048156991, + 0.33833222323558954, + 0.33776065286315005, + 0.33677525076484316, + 0.335227082081522, + 0.3338672479371089, + 0.3314177533219623, + 0.3210209872029102, + 0.3206918598442487, + 0.3200594292762641, + 0.31923871217462674, + 0.3178412340670482, + 0.31752187015886524, + 0.3153980230574774, + 0.3152650015850913, + 0.3072493815045327, + 0.3058952985551448, + 0.3041767961471448, + 0.3030575044114473, + 0.3017482856589011, + 0.29685408536407515, + 0.2964207121913123, + 0.2927927209770795, + 0.2908967257429474, + 0.2890272461753682, + 0.2887380380571803, + 0.2883323799436573, + 0.2882938682920888, + 0.28806496505988105, + 0.2862790181844816, + 0.2844639846235451, + 0.28074923957923725, + 0.2796081445629247, + 0.2778135901413886, + 0.2774396166722527, + 0.27681797231420713, + 0.27639458383438736, + 0.27468954255046824, + 0.2742463047395355, + 0.27418759499225337, + 0.2735420702918673, + 0.2701395793837323, + 0.26938127932736544, + 0.2663262618449885, + 0.2656780921813396, + 0.2636638512373859, + 0.25608570114747464, + 0.25464114185561304, + 0.2526021825686857, + 0.25031890888752556, + 0.24641841084665694, + 0.24512894412986877, + 0.2436265458287935, + 0.24352224249005971, + 0.24195302378373645, + 0.24043613783782855, + 0.24017218420583106, + 0.23932102898654814, + 0.23910693771270566, + 0.23867056237759215, + 0.23454076770140783, + 0.2302020377464649, + 0.23016507951374623, + 0.2287644171646908, + 0.2286108530906577, + 0.2277463339754932, + 0.22654645892116812, + 0.2255128093880536, + 0.22514722607757628, + 0.22317479323388603, + 0.21739042464343764, + 0.2151633775055803, + 0.21484526952944416, + 0.20654249569558258, + 0.205953552315739, + 0.20560268692829248, + 0.2037368489769013, + 0.19963631396338438, + 0.1992668166987091, + 0.19785680617049198, + 0.19598199557893706, + 0.19469001258226878, + 0.19391427467406053, + 0.1938947797967787, + 0.19366050535902174, + 0.19232876891258238, + 0.19168232628787665, + 0.1915294895418894, + 0.19115862358741767, + 0.1902653247577709, + 0.1865947640486822, + 0.1865830424304876, + 0.18294899326795017, + 0.18088177355125648, + 0.17925059344381172, + 0.17517552118157792, + 0.17456271514105126, + 0.1730358905302827, + 0.1715505010423024, + 0.17114093742902445, + 0.1694646718841593, + 0.16698106661458056, + 0.16546428282669542, + 0.16370297768414496, + 0.16039218845174902, + 0.1596203514161411, + 0.15747713785308728, + 0.1551060663685141, + 0.1545046487529572, + 0.15443642813302813, + 0.1534009582950067, + 0.1532273647383557, + 0.15157872812622694, + 0.1515157388946342, + 0.14824205121609227, + 0.14757230140250785, + 0.1467667802727206, + 0.14586354722259834, + 0.14547672983395113, + 0.1450599003327694, + 0.14279221733930192, + 0.1424702627138609, + 0.1368481530726815, + 0.13197336453984115, + 0.1313079881699077, + 0.13050323664223712, + 0.13015646280229917, + 0.12912767580024584, + 0.12729011124803286, + 0.12549697540709587, + 0.12421755227156117, + 0.12329235584778608, + 0.12096419710598925, + 0.12072899963126661, + 0.1204872416733413, + 0.12005712622284385, + 0.11757267937374041, + 0.11583361896065658, + 0.11571762742129457, + 0.11470438194878328, + 0.11353660402766895, + 0.11212060029436291, + 0.11160381593752935, + 0.11030954723454107, + 0.11001791083787055, + 0.10939129047650234, + 0.10808783787497067, + 0.1058542620271275, + 0.10346080162440648, + 0.10302918799915668, + 0.10290275794600738, + 0.10187314000221454, + 0.10172930997715758, + 0.09981585806854809, + 0.09929328679997289, + 0.09690115434267552, + 0.09661820304498196, + 0.09452807353804062, + 0.08636869552560791, + 0.08630632695620566, + 0.08617026707896741, + 0.08578085788169851, + 0.08413333269610555, + 0.08063478911753028, + 0.07900723606865388, + 0.07786801775465091, + 0.07774299258193111, + 0.07687540516548123, + 0.07661827143703591, + 0.07637614384549936, + 0.0748862382681869, + 0.07470505510086603, + 0.07329783805074663, + 0.07103164570904047, + 0.0682140854638301, + 0.06758692494852818, + 0.06673939304533313, + 0.0662830830082048, + 0.059592337704026666, + 0.05947372277871831, + 0.05837107990694743, + 0.05769232852281798, + 0.0568691258451709, + 0.05582745639054933, + 0.053797772828534644, + 0.053611758216527396, + 0.050855393070325224, + 0.05041578568191936, + 0.04892486285431859, + 0.04860789875573462, + 0.04625401432533151, + 0.045327633623378244, + 0.04530683582198814, + 0.04518084443585184, + 0.04194123962079942, + 0.039342015204310625, + 0.03926706464772239, + 0.036638445655937824, + 0.035020377307075, + 0.03453666485864779, + 0.03411156855575992, + 0.03318099297296648, + 0.03208734615063393, + 0.0320151527659189, + 0.03190549538825268, + 0.02926991880040824, + 0.02768048804680903, + 0.02725165031061538, + 0.02687349243218475, + 0.026050279495360946, + 0.025065174877472795, + 0.023876678015920947, + 0.022848671384278846, + 0.018503607286322474, + 0.018011436729540177, + 0.016769125204918894, + 0.015218384325041743, + 0.014681806446249312, + 0.013977206527425887, + 0.011462678605668209, + 0.00913539800795759, + 0.007151720240938252, + 0.005983577458001445, + 0.00541661346445778, + 0.004358683096625494, + 0.00425263842036087, + 0.004110629582131099, + 0.00330943538090704, + 0.0030047727697629185, + 0.0029546214436314776, + 0.002577045303616102, + 0.0011053376758549964, + 0.001065174625167058, + 0.0010625944204582394, + 0.0008650563453473695, + 0.000631872320964312, + 0.00048329197992555135, + 0.00048159809917204413, + 0.0003290874101054215, + 0.00028514899616876997, + 0.00021909527777407616, + 3.634181895715416e-05, + 2.912773349036096e-05, + 2.140169732997677e-06, + 1.3841412872330485e-15, + 1.258310261120953e-15, + 1.0066482088967625e-15, + 9.647045335260641e-16, + 2.9360572759488905e-16, + 1.258310261120953e-16, + 1.258310261120953e-16 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 90.54545454545453, + "precision": 90.54545454545453, + "recall": 100.0, + "f1": 95.02796661784835 + }, + "selection": { + "precision": 0.5405339232356898, + "recall": 1.5568862275449102, + "f1": 0.8023184468949756, + "jaccard": 0.40310160605427664 + } + } +} \ No newline at end of file diff --git a/output/regress/Prostate_Cancer/significant_genes_condition_Arrhythmia.json b/output/regress/Prostate_Cancer/significant_genes_condition_Arrhythmia.json new file mode 100644 index 0000000000000000000000000000000000000000..c988539782d3144d3adce1d6678a0de722f8fcd2 --- /dev/null +++ b/output/regress/Prostate_Cancer/significant_genes_condition_Arrhythmia.json @@ -0,0 +1,1071 @@ +{ + "significant_genes": { + "Variable": [ + "CT47A1", + "COX7A2L", + "HYAL6P", + "AASS", + "OR1Q1", + "MMP7", + "ZNF878", + "GTPBP10", + "OOSP2", + "LNP1", + "ZNF578", + "SPANXA2", + "ZNF410", + "MAGEA12", + "C10orf62", + "RPL23AP7", + "TCERG1L", + "TSPY1", + "HOXC11", + "GABRR3", + "GOLGA8DP", + "PLAGL1", + "SAFB", + "OR51L1", + "H1-9P", + "H2AC1", + "ANGPTL7", + "LCE1C", + "LRIT1", + "TAAR8", + "A4GNT", + "FKSG29", + "WBP2NL", + "TSPAN10", + "ALX1", + "C4orf50", + "NFIB", + "HCN1", + "FBLN7", + "LELP1", + "NETO1", + "PRSS45P", + "SLCO6A1", + "MUC7", + "HBE1", + "HSD3B1", + "GRAPL", + "GLT6D1", + "OARD1", + "ADGRA1", + "OPN4", + "CHRNB1", + "POU3F2", + "FERD3L", + "AVP", + "OR1L8", + "IRGC", + "ALLC", + "OR2J2", + "C17orf78", + "CFHR4", + "OR2T27", + "KLK8", + "SLC30A3", + "CD300LD", + "NPAP1", + "HIGD2B", + "TXNIP", + "SERPINB10", + "SPAG11A", + "SSX7", + "PRAMEF4", + "CNPY1", + "DQX1", + "OR52A1", + "GLIPR1L2", + "TRIM51", + "SLC35G6", + "FAIM", + "INGX", + "OR52K2", + "HTN3", + "CFAP54", + "FAM106A", + "GTSE1-DT", + "RPL10", + "IL2", + "TICAM2", + "GSTT4", + "SBDSP1", + "GLRA2", + "OR7D2", + "TMCO2", + "UNC119B", + "HMGA2", + "DEFB103B", + "SPATA8", + "PDYN", + "KLHDC8A", + "RRH", + "RYBP", + "GSTM1", + "SART3", + "LIPI", + "RPH3AL", + "SOHLH1", + "DEFB113", + "APEX2", + "CRLF2", + "LOC284009", + "SLC35F3", + "FOXD4L3", + "METTL8", + "LY6K", + "SYCP2", + "CHKA", + "CASP12", + "PTENP1", + "CTAG2", + "TDRD3", + "FAM181A", + "SLC10A2", + "PLAGL2", + "CRBN", + "HEMGN", + "SLC7A5P1", + "RETN", + "GGT8P", + "PCDHGA3", + "LINC00518", + "MYO3B", + "CEP43", + "H3C6", + "KRTAP7-1", + "MTMR7", + "CPLX4", + "MIR9-1HG", + "BPIFC", + "PCDHGC5", + "ANKRD34C", + "ANKRD40CL", + "OR7C2", + "GNG3", + "CYP4F11", + "ATXN3L", + "KIR3DX1", + "EIF4A2", + "TOB1", + "LRP2", + "P2RX5", + "OR51F1", + "OR13F1", + "TBC1D3P2", + "GTF2A1L", + "COPS3", + "UMOD", + "PLET1", + "IFNK", + "TERB1", + "WDR64", + "DLGAP1", + "TTTY8", + "KCNQ1DN", + "PASD1", + "OR2B11", + "SPRR2B", + "IFNL1", + "VRTN", + "SAP30", + "CDH6", + "FGF7P6", + "LIN28B", + "SPANXB1", + "NEUROD2", + "TMEM88B", + "PDHA2", + "CCDC70", + "CREG2", + "PRDM14", + "HYKK", + "GSTT2", + "BAGE", + "H4C6", + "KRT38", + "HAO2", + "OR51F2", + "CFAP74", + "HTR2C", + "ZNF90", + "NSG2", + "REG1B", + "KRT37", + "UPP2", + "PABPC1P2", + "RBM44", + "NCOR1P1", + "PTPRT", + "NIPA2", + "SNORA38B", + "ZCRB1", + "TLX1", + "SCEL", + "KIF2B", + "UCP1", + "NMNAT1", + "C1QTNF3", + "KRTAP10-11", + "IL36B", + "USP17L6P", + "LCE6A", + "LRRC4B", + "SCARNA10", + "RAX", + "ARL11", + "CST5", + "WHAMM", + "ROS1", + "TDH", + "F8A1", + "SALL4", + "TEX13B", + "KREMEN2", + "FAM66C", + "TRIM41", + "PEBP4", + "SPANXN2", + "HSP90AB1", + "CCL15", + "FLG2", + "RIMBP3C", + "NEUROD4", + "CIAO1", + "MSX2P1", + "NAP1L6P", + "GLRX2", + "GPR151", + "PAGE5", + "SYNGR4", + "GBE1", + "TBC1D28", + "RIT2", + "AP3S2", + "PPP1R3B", + "PPP1R2C", + "PLAT", + "HOXA3", + "ZKSCAN8P1", + "KRT33A", + "OR2AG1", + "OR2M4", + "BEND2", + "CSAG1", + "OR10T2", + "RBMXL3", + "CLDN6", + "SPINK8", + "PSORS1C1", + "TMPRSS11A", + "RPS28", + "GLT1D1", + "KRTAP10-9", + "ADAM20", + "C22orf42", + "SSX1", + "SUPT20HL1", + "TFAMP1", + "OPALIN", + "DIS3", + "TAS2R30", + "HK2", + "CRYAA", + "SPRR2G", + "ABCC13", + "LAIR2", + "MAGEB1", + "SNORA79", + "PNPLA3", + "OR56A5", + "KRTAP10-10", + "C1orf141", + "MIXL1", + "HTR5A", + "DHH", + "FAM181A-AS1", + "SLC39A12", + "TCEAL6", + "SPMIP2", + "IFNA4", + "C5AR2", + "CRH", + "OR51A4", + "CPOX", + "ZNF727", + "IL1RAPL1", + "CCNE1", + "GOLGA8IP", + "STATH", + "TBPL1", + "KRTAP5-11", + "SLC25A23", + "SEC14L4", + "ALPP", + "CNGA2", + "ROBO2", + "TTTY12", + "SNORA70B", + "EQTN", + "FAM170B", + "PRKRA", + "DEFB136", + "TYR", + "PDCL2", + "ERC2-IT1", + "OR2T10", + "ZFAND2A", + "TBC1D29P", + "UGT1A5", + "TRAK1", + "TEX12", + "GPATCH1", + "COLEC11", + "H2BW1", + "OR2AK2", + "IL4", + "TSSK2", + "PRSS33", + "S100A5", + "GABRB1", + "SPP1", + "PRR20A", + "OR5B17", + "GAGE2E", + "TREML5P", + "FAM27E5", + "DEFB106A", + "KRTAP19-2", + "VTRNA1-1", + "RBMY1B", + "SNAR-A13", + "TTTY17A", + "SPACA7", + "TTTY17B", + "RBMY1F", + "SNAR-A3", + "KRTAP19-4", + "PRR20B", + "KRTAP20-3", + "SNAR-C3", + "OR5H15" + ], + "Coefficient": [ + -3.5653778557846687, + 2.9235636784841086, + 2.311820077194656, + -2.086718063570175, + -1.9576943531591013, + 1.9279466306191284, + -1.913755300042902, + -1.822180399124203, + -1.774834717946521, + 1.7390105310842243, + 1.733442110856698, + -1.7077770945799253, + -1.700950309815811, + 1.6988615688627655, + -1.6800352902922724, + 1.6776151266731991, + 1.617204889473459, + 1.6018787723638819, + 1.504663314930729, + -1.434027184303003, + 1.400034854442386, + 1.3935637249458426, + 1.361269103103194, + 1.3583817111595564, + 1.3228851457364725, + 1.316929254469651, + -1.2857958158014677, + 1.2742951696157643, + -1.263814430330376, + 1.2385881544208466, + 1.2192426639411784, + -1.1801625453826528, + -1.175579512018077, + 1.1616332632986794, + 1.1515053222327671, + 1.1236378723362714, + 1.1215929891953242, + -1.1147508507449375, + -1.110503945978379, + -1.1095267493618113, + -1.1065430806676189, + -1.100278795003765, + -1.0939363845237116, + -1.0923525329968913, + 1.0792786697961996, + -1.0619733142523684, + 1.0606016111610572, + 1.050033122761779, + 1.041052527334941, + -1.0409687066765756, + 1.0241785523176727, + 1.0219893638163902, + -1.0067224972019824, + -1.0023201387503653, + 0.9956115501595082, + -0.9780994894068019, + -0.9688710756856999, + -0.9410382937340935, + -0.9407754590932557, + 0.9357961054361448, + 0.9301666344770678, + -0.9290183485237378, + -0.908303406878776, + -0.8767420293433149, + -0.8761345481679421, + -0.8574295364351304, + -0.841862333629815, + 0.8410291809208851, + -0.8243452172176978, + 0.8071018478846833, + -0.8020178281300432, + -0.7962550071364335, + -0.7956571021623431, + -0.794960726582249, + 0.7912473201599575, + 0.7830235923559307, + -0.7741271139721416, + 0.7703528869446757, + 0.7691982578659045, + -0.7625437909457834, + 0.7611838290200217, + 0.7468364293130789, + 0.7430839483008136, + 0.7422970612072068, + 0.7394176658736348, + 0.7378211577126786, + 0.7368372467889004, + 0.7332251579762453, + 0.7308799127818649, + -0.7302861665117775, + -0.7293803202225893, + -0.7272137938128731, + -0.7249975643097363, + 0.7216450321649638, + -0.7199244125232344, + 0.7193330653082417, + -0.7167449015894429, + 0.7109348502290277, + -0.7057532718872634, + 0.7002425373246193, + 0.6976560652927273, + -0.6757025987263864, + 0.6596130229443892, + -0.6541920319829876, + 0.6534970329666707, + 0.653294130981016, + 0.6479831718482189, + 0.6329997643117296, + 0.6313590552487413, + -0.6245378024028518, + 0.6207347426581863, + -0.612077918611265, + -0.6117411557974378, + 0.6098976856900058, + -0.60773259619993, + 0.6013060043154103, + 0.5991585371220365, + -0.5844344927736902, + 0.5835875211833651, + -0.5762467211671817, + -0.5677507534038652, + -0.5628451690462087, + -0.5623365057123986, + -0.5513885220320914, + -0.5506187348326466, + 0.5366353343736243, + -0.5333745693852726, + 0.5313380398821294, + -0.5300620891109966, + 0.5294683047519031, + -0.525178302008374, + 0.5197735920865401, + 0.5163650807034611, + -0.514840228637669, + -0.5061148810424745, + 0.504114073245906, + -0.49606497786558335, + 0.49210350702826844, + -0.482557544442469, + -0.4812847000194772, + -0.47989446919813417, + -0.47767422598813114, + -0.4744637694522041, + -0.47082454649200206, + 0.46864479432281436, + 0.46589554361160906, + 0.46125669480801557, + 0.46005317338557344, + -0.4503727523829622, + -0.44930483848025804, + 0.44827543408082593, + 0.44771916303576687, + 0.44323973485120194, + 0.4388889471877197, + -0.43550812030149283, + 0.4279480715382731, + -0.4274168252676144, + 0.42288487127521734, + -0.42134694706699494, + 0.409599052632737, + 0.4088900366152155, + 0.4063400855369592, + -0.39476199219419256, + -0.39361676569668286, + -0.3933479835663147, + -0.39094581948740337, + 0.3907751481868058, + 0.3895252593948436, + 0.3885049352813146, + 0.3875532708731271, + -0.38314472830308677, + -0.37884292389080604, + -0.37366510234776174, + -0.36267650725044503, + -0.36132664244491053, + 0.3608962170067076, + 0.3555105197415137, + -0.35129733151766906, + -0.3507575661257975, + -0.34834833991935976, + -0.34766997080285267, + 0.3372427132408165, + -0.33720862059730006, + 0.3299587707839728, + -0.3281611579998057, + 0.3256380849414544, + 0.3239608316917844, + 0.32374710164343873, + -0.32266593695049645, + -0.3185015585793586, + -0.3170638025152343, + 0.3166157953856305, + -0.3151490235717072, + 0.31471282597565586, + 0.3017715521685612, + 0.2971372810154346, + 0.29304150587309846, + -0.28851625682191934, + 0.2876571571013421, + -0.28762116447132796, + -0.2855572019304006, + -0.2855406535514772, + 0.2839339013502696, + 0.2816989130812291, + 0.2788428872053317, + -0.27852328122345, + 0.27027961742898315, + 0.2701564565836211, + 0.2669770312967038, + 0.26671583113374675, + 0.2664917315627812, + 0.26557349321402374, + -0.26258600106845226, + 0.26068054109792166, + -0.26059361443396456, + 0.25756308426221, + 0.25611814258743437, + -0.2560299410304316, + 0.25133000804539585, + -0.24976822016663974, + -0.24706550166960048, + 0.24698702637240685, + -0.24656421976762943, + 0.24577731959828228, + -0.2457016591885552, + 0.24290396303262746, + 0.24080739669824214, + 0.23907310531469497, + 0.23181267815367945, + 0.22976384101263655, + -0.2286277281051906, + -0.22756975321980139, + -0.22669426564616552, + 0.22472583259660198, + 0.22429956592839612, + -0.22043445279373083, + 0.22016451850952187, + 0.21100402790075387, + 0.2108096020737758, + 0.21063539440723356, + 0.2073138130783739, + -0.2055184274551124, + -0.20340588406492516, + -0.19872367619210496, + -0.19242461401638616, + 0.19135010847442485, + 0.18903986963805292, + -0.18838844024251358, + 0.184792670853105, + -0.18471282290683386, + -0.18339796279138762, + 0.17961992720186493, + -0.1755459525887702, + 0.17107781504555833, + -0.16513997818812595, + -0.1643476176442067, + -0.16041415589994928, + 0.15848111913142296, + 0.15801693183376886, + -0.15789543371080822, + 0.1578951700067773, + 0.15519998963321435, + -0.1519407847181162, + 0.14441975533702703, + -0.14336705113414333, + -0.14319263523250553, + -0.14181599288541585, + -0.14128819148514646, + -0.13995308948450613, + -0.13786567661462681, + 0.1368035815281999, + -0.130683536602472, + -0.1300354527437444, + -0.1293221732173766, + 0.12753507138257403, + -0.1272375300269757, + -0.12463106760354399, + -0.12434902505722269, + -0.12401651928469402, + 0.12251456537942086, + 0.10933638458488885, + -0.10478203832762775, + 0.10366379705212114, + -0.10025052163027132, + 0.09804848769052453, + 0.09755827805078429, + -0.09733251845597661, + 0.09728198551997762, + -0.0943110386555803, + 0.09251023885002742, + 0.08841700839584259, + 0.08296900380453202, + -0.07995550649083649, + -0.07622620268162643, + -0.07595788531017916, + 0.07108075070680768, + 0.06846045150038743, + 0.0670127201164586, + 0.06286899869719495, + -0.06237300983080233, + 0.06217376530319926, + -0.06191479867279571, + 0.061626775396363846, + -0.0614024238345747, + -0.05727426181620566, + 0.04758168051700787, + 0.046486380942382735, + -0.04617256269920533, + -0.04612179366665044, + 0.04201308456004416, + -0.03480643724056929, + 0.03428497768658182, + -0.02757367906648272, + 0.026797277971028908, + -0.024500744009304767, + 0.0241980692234978, + -0.0233098955690317, + -0.016614085445412298, + -0.01446864712551042, + -0.01415654808106094, + -0.013269401186267222, + -0.013261427235764, + -0.011710398081968554, + 0.009789246669380365, + 0.009714264643392282, + -0.009610737481779569, + -0.007692595174177764, + 0.005503757810885373, + -0.004946772555155157, + 0.0014123815302554835, + -0.0010092304520902845, + -0.0009470391120717615, + -0.0008932022713009706, + 0.00040711960063957654, + 0.00027584217304698873, + -0.00015511761675298844, + -0.00013774093674778263, + 9.603196228679902e-05, + -3.47128438340087e-05, + 5.481059247858914e-07, + 3.228460730032954e-09, + 3.355494029655875e-15, + 2.6843952237247e-15, + -2.013296417793525e-15, + -1.34219761186235e-15, + -1.34219761186235e-15, + -6.71098805931175e-16, + -6.71098805931175e-16, + -3.355494029655875e-16 + ], + "Absolute Coefficient": [ + 3.5653778557846687, + 2.9235636784841086, + 2.311820077194656, + 2.086718063570175, + 1.9576943531591013, + 1.9279466306191284, + 1.913755300042902, + 1.822180399124203, + 1.774834717946521, + 1.7390105310842243, + 1.733442110856698, + 1.7077770945799253, + 1.700950309815811, + 1.6988615688627655, + 1.6800352902922724, + 1.6776151266731991, + 1.617204889473459, + 1.6018787723638819, + 1.504663314930729, + 1.434027184303003, + 1.400034854442386, + 1.3935637249458426, + 1.361269103103194, + 1.3583817111595564, + 1.3228851457364725, + 1.316929254469651, + 1.2857958158014677, + 1.2742951696157643, + 1.263814430330376, + 1.2385881544208466, + 1.2192426639411784, + 1.1801625453826528, + 1.175579512018077, + 1.1616332632986794, + 1.1515053222327671, + 1.1236378723362714, + 1.1215929891953242, + 1.1147508507449375, + 1.110503945978379, + 1.1095267493618113, + 1.1065430806676189, + 1.100278795003765, + 1.0939363845237116, + 1.0923525329968913, + 1.0792786697961996, + 1.0619733142523684, + 1.0606016111610572, + 1.050033122761779, + 1.041052527334941, + 1.0409687066765756, + 1.0241785523176727, + 1.0219893638163902, + 1.0067224972019824, + 1.0023201387503653, + 0.9956115501595082, + 0.9780994894068019, + 0.9688710756856999, + 0.9410382937340935, + 0.9407754590932557, + 0.9357961054361448, + 0.9301666344770678, + 0.9290183485237378, + 0.908303406878776, + 0.8767420293433149, + 0.8761345481679421, + 0.8574295364351304, + 0.841862333629815, + 0.8410291809208851, + 0.8243452172176978, + 0.8071018478846833, + 0.8020178281300432, + 0.7962550071364335, + 0.7956571021623431, + 0.794960726582249, + 0.7912473201599575, + 0.7830235923559307, + 0.7741271139721416, + 0.7703528869446757, + 0.7691982578659045, + 0.7625437909457834, + 0.7611838290200217, + 0.7468364293130789, + 0.7430839483008136, + 0.7422970612072068, + 0.7394176658736348, + 0.7378211577126786, + 0.7368372467889004, + 0.7332251579762453, + 0.7308799127818649, + 0.7302861665117775, + 0.7293803202225893, + 0.7272137938128731, + 0.7249975643097363, + 0.7216450321649638, + 0.7199244125232344, + 0.7193330653082417, + 0.7167449015894429, + 0.7109348502290277, + 0.7057532718872634, + 0.7002425373246193, + 0.6976560652927273, + 0.6757025987263864, + 0.6596130229443892, + 0.6541920319829876, + 0.6534970329666707, + 0.653294130981016, + 0.6479831718482189, + 0.6329997643117296, + 0.6313590552487413, + 0.6245378024028518, + 0.6207347426581863, + 0.612077918611265, + 0.6117411557974378, + 0.6098976856900058, + 0.60773259619993, + 0.6013060043154103, + 0.5991585371220365, + 0.5844344927736902, + 0.5835875211833651, + 0.5762467211671817, + 0.5677507534038652, + 0.5628451690462087, + 0.5623365057123986, + 0.5513885220320914, + 0.5506187348326466, + 0.5366353343736243, + 0.5333745693852726, + 0.5313380398821294, + 0.5300620891109966, + 0.5294683047519031, + 0.525178302008374, + 0.5197735920865401, + 0.5163650807034611, + 0.514840228637669, + 0.5061148810424745, + 0.504114073245906, + 0.49606497786558335, + 0.49210350702826844, + 0.482557544442469, + 0.4812847000194772, + 0.47989446919813417, + 0.47767422598813114, + 0.4744637694522041, + 0.47082454649200206, + 0.46864479432281436, + 0.46589554361160906, + 0.46125669480801557, + 0.46005317338557344, + 0.4503727523829622, + 0.44930483848025804, + 0.44827543408082593, + 0.44771916303576687, + 0.44323973485120194, + 0.4388889471877197, + 0.43550812030149283, + 0.4279480715382731, + 0.4274168252676144, + 0.42288487127521734, + 0.42134694706699494, + 0.409599052632737, + 0.4088900366152155, + 0.4063400855369592, + 0.39476199219419256, + 0.39361676569668286, + 0.3933479835663147, + 0.39094581948740337, + 0.3907751481868058, + 0.3895252593948436, + 0.3885049352813146, + 0.3875532708731271, + 0.38314472830308677, + 0.37884292389080604, + 0.37366510234776174, + 0.36267650725044503, + 0.36132664244491053, + 0.3608962170067076, + 0.3555105197415137, + 0.35129733151766906, + 0.3507575661257975, + 0.34834833991935976, + 0.34766997080285267, + 0.3372427132408165, + 0.33720862059730006, + 0.3299587707839728, + 0.3281611579998057, + 0.3256380849414544, + 0.3239608316917844, + 0.32374710164343873, + 0.32266593695049645, + 0.3185015585793586, + 0.3170638025152343, + 0.3166157953856305, + 0.3151490235717072, + 0.31471282597565586, + 0.3017715521685612, + 0.2971372810154346, + 0.29304150587309846, + 0.28851625682191934, + 0.2876571571013421, + 0.28762116447132796, + 0.2855572019304006, + 0.2855406535514772, + 0.2839339013502696, + 0.2816989130812291, + 0.2788428872053317, + 0.27852328122345, + 0.27027961742898315, + 0.2701564565836211, + 0.2669770312967038, + 0.26671583113374675, + 0.2664917315627812, + 0.26557349321402374, + 0.26258600106845226, + 0.26068054109792166, + 0.26059361443396456, + 0.25756308426221, + 0.25611814258743437, + 0.2560299410304316, + 0.25133000804539585, + 0.24976822016663974, + 0.24706550166960048, + 0.24698702637240685, + 0.24656421976762943, + 0.24577731959828228, + 0.2457016591885552, + 0.24290396303262746, + 0.24080739669824214, + 0.23907310531469497, + 0.23181267815367945, + 0.22976384101263655, + 0.2286277281051906, + 0.22756975321980139, + 0.22669426564616552, + 0.22472583259660198, + 0.22429956592839612, + 0.22043445279373083, + 0.22016451850952187, + 0.21100402790075387, + 0.2108096020737758, + 0.21063539440723356, + 0.2073138130783739, + 0.2055184274551124, + 0.20340588406492516, + 0.19872367619210496, + 0.19242461401638616, + 0.19135010847442485, + 0.18903986963805292, + 0.18838844024251358, + 0.184792670853105, + 0.18471282290683386, + 0.18339796279138762, + 0.17961992720186493, + 0.1755459525887702, + 0.17107781504555833, + 0.16513997818812595, + 0.1643476176442067, + 0.16041415589994928, + 0.15848111913142296, + 0.15801693183376886, + 0.15789543371080822, + 0.1578951700067773, + 0.15519998963321435, + 0.1519407847181162, + 0.14441975533702703, + 0.14336705113414333, + 0.14319263523250553, + 0.14181599288541585, + 0.14128819148514646, + 0.13995308948450613, + 0.13786567661462681, + 0.1368035815281999, + 0.130683536602472, + 0.1300354527437444, + 0.1293221732173766, + 0.12753507138257403, + 0.1272375300269757, + 0.12463106760354399, + 0.12434902505722269, + 0.12401651928469402, + 0.12251456537942086, + 0.10933638458488885, + 0.10478203832762775, + 0.10366379705212114, + 0.10025052163027132, + 0.09804848769052453, + 0.09755827805078429, + 0.09733251845597661, + 0.09728198551997762, + 0.0943110386555803, + 0.09251023885002742, + 0.08841700839584259, + 0.08296900380453202, + 0.07995550649083649, + 0.07622620268162643, + 0.07595788531017916, + 0.07108075070680768, + 0.06846045150038743, + 0.0670127201164586, + 0.06286899869719495, + 0.06237300983080233, + 0.06217376530319926, + 0.06191479867279571, + 0.061626775396363846, + 0.0614024238345747, + 0.05727426181620566, + 0.04758168051700787, + 0.046486380942382735, + 0.04617256269920533, + 0.04612179366665044, + 0.04201308456004416, + 0.03480643724056929, + 0.03428497768658182, + 0.02757367906648272, + 0.026797277971028908, + 0.024500744009304767, + 0.0241980692234978, + 0.0233098955690317, + 0.016614085445412298, + 0.01446864712551042, + 0.01415654808106094, + 0.013269401186267222, + 0.013261427235764, + 0.011710398081968554, + 0.009789246669380365, + 0.009714264643392282, + 0.009610737481779569, + 0.007692595174177764, + 0.005503757810885373, + 0.004946772555155157, + 0.0014123815302554835, + 0.0010092304520902845, + 0.0009470391120717615, + 0.0008932022713009706, + 0.00040711960063957654, + 0.00027584217304698873, + 0.00015511761675298844, + 0.00013774093674778263, + 9.603196228679902e-05, + 3.47128438340087e-05, + 5.481059247858914e-07, + 3.228460730032954e-09, + 3.355494029655875e-15, + 2.6843952237247e-15, + 2.013296417793525e-15, + 1.34219761186235e-15, + 1.34219761186235e-15, + 6.71098805931175e-16, + 6.71098805931175e-16, + 3.355494029655875e-16 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 90.54545454545453, + "precision": 90.54545454545453, + "recall": 100.0, + "f1": 95.02796661784835 + }, + "selection": { + "precision": 0.6848143944980241, + "recall": 1.1976047904191618, + "f1": 0.8711241165062822, + "jaccard": 0.4382571942496571 + } + } +} \ No newline at end of file diff --git a/output/regress/Prostate_Cancer/significant_genes_condition_Atherosclerosis.json b/output/regress/Prostate_Cancer/significant_genes_condition_Atherosclerosis.json new file mode 100644 index 0000000000000000000000000000000000000000..e11a77b955aaccbd60e09ecf69d7ac0f947258b3 --- /dev/null +++ b/output/regress/Prostate_Cancer/significant_genes_condition_Atherosclerosis.json @@ -0,0 +1,1005 @@ +{ + "significant_genes": { + "Variable": [ + "CT47A1", + "COX7A2L", + "MMP7", + "TSPY1", + "LNP1", + "ZNF410", + "HOXC11", + "SERPINB10", + "C10orf62", + "ZNF878", + "TSPAN10", + "SPANXA2", + "OR1Q1", + "PLAGL1", + "RPH3AL", + "CHRNB1", + "ANGPTL7", + "NFIB", + "HSP90AB1", + "GABRR3", + "HYAL6P", + "ZNF578", + "CFHR4", + "IFNA4", + "A4GNT", + "DQX1", + "PRSS45P", + "C4orf50", + "TAAR8", + "UNC119B", + "OOSP2", + "OR51L1", + "GTPBP10", + "ROBO2", + "GOLGA8DP", + "GRAPL", + "SAFB", + "OR2J2", + "HCN1", + "GJB6", + "TCERG1L", + "NETO1", + "ADGRA1", + "KLK8", + "KCNQ1DN", + "NPAP1", + "AVP", + "POU3F2", + "RPL23AP7", + "TMCO2", + "CIAO1", + "LELP1", + "HMGA2", + "CREG2", + "SLC35G6", + "CFAP54", + "SOHLH1", + "AASS", + "GSTT2", + "KRTAP10-9", + "TBC1D3P2", + "FBLN7", + "CNPY1", + "MTMR7", + "GLT1D1", + "GLT6D1", + "HOXA3", + "SERPINB11", + "GLRA2", + "OR1L8", + "OR2T27", + "TRIM51", + "PDYN", + "HEMGN", + "IL2", + "FERD3L", + "REG1B", + "CYP4F11", + "KRT37", + "DEFB113", + "OR52K2", + "SLCO6A1", + "MYO3B", + "KREMEN2", + "TSHR", + "PRAMEF4", + "MUC7", + "FAM181A", + "FAIM", + "INGX", + "ALX1", + "DLGAP1", + "TTTY8", + "FKSG29", + "HTR2C", + "H2AC1", + "PELO", + "H1-9P", + "GSTT4", + "RYBP", + "LIPI", + "SEC14L4", + "OPN4", + "NMNAT1", + "RBM23", + "METTL8", + "SBK2", + "APEX2", + "OR52A1", + "CLDN6", + "MAGEA12", + "WBP2NL", + "OR51F1", + "RRH", + "P2RX5", + "SNORA79", + "RBM44", + "OR7D2", + "CRLF2", + "IRGC", + "SLC7A5P1", + "UPP2", + "TOB1", + "LOC284009", + "TXNIP", + "OR51F2", + "HBE1", + "TMEM88B", + "CST5", + "CSAG1", + "SLC35F3", + "RFPL4A", + "KIR2DL3", + "NEUROD2", + "CPLX4", + "SPTB", + "HYKK", + "PLAGL2", + "STH", + "SPATA8", + "GSTM1", + "LINC00518", + "PNPLA3", + "OR2M3", + "LCE1C", + "HSD3B1", + "CTAG2", + "SLC25A23", + "UGT1A5", + "ATXN3L", + "GTF2A1L", + "RPL10", + "TRIM45", + "MSX2P1", + "IFNL1", + "NCAN", + "TRAK1", + "ADCYAP1", + "NAP1L6P", + "MYLIP", + "GTF2IP1", + "SNORA70B", + "CCNE1", + "TLX1", + "FGF7P6", + "UMOD", + "TMEM242", + "SLC2A12", + "OPALIN", + "EQTN", + "TAS2R7", + "PAGE5", + "LRIT1", + "FOXD4L3", + "NUTM2F", + "C17orf78", + "SNORA29", + "IL36G", + "OR2AK2", + "KIR3DX1", + "C1orf141", + "TEX13B", + "ANKRD34C", + "SPANXN2", + "KRTAP7-1", + "NCOR1P1", + "CASP12", + "F8A1", + "SYCP2", + "LINC00029", + "TICAM2", + "SNORA68", + "BEND2", + "HK2", + "MAPK10", + "GTSE1-DT", + "FAM106A", + "GLIPR1L2", + "LRRC4B", + "TERB1", + "HTN3", + "PABPC1P2", + "DAD1P1", + "OR13F1", + "CPOX", + "CRH", + "PPP1R2C", + "HAO2", + "H3C2", + "SSX7", + "C1QTNF3", + "H4C6", + "ROS1", + "COL20A1", + "SPINK8", + "HIGD2B", + "NEUROD4", + "FAM66C", + "CCDC177", + "RHO", + "CRBN", + "CA10", + "LY6K", + "PP2D1", + "SNORA38B", + "ANKRD40CL", + "OR2F1", + "OR2AG1", + "ZCRB1", + "TBC1D28", + "RPS28", + "SCARNA10", + "OR52B4", + "GGT8P", + "DEFB103B", + "SLC10A2", + "TAS2R30", + "PEBP4", + "KRTAP10-11", + "ZKSCAN8P1", + "SLC35E2B", + "SSX1", + "NBPF22P", + "KRT76", + "SCEL", + "TCHHL1", + "HTR5A", + "KIF2B", + "HYAL3", + "GRIA4", + "PKHD1", + "PTENP1", + "LOC644669", + "APOL4", + "KLKB1", + "OCM2", + "LGSN", + "OR2T10", + "OR51A4", + "RBMXL3", + "ZAR1L", + "KRT33A", + "ABCC13", + "ERC2-IT1", + "OR2A14", + "PRSS3", + "SAGE1", + "C12orf56", + "RETN", + "KLHDC8A", + "TMEM215", + "OR11H1", + "CPO", + "PMCH", + "PLAT", + "RLN3", + "CD300LD", + "MCM3", + "H2BC10", + "PRAP1", + "CACNG6", + "SPATA31E1", + "HEXA-AS1", + "IFNK", + "TYRO3", + "BMX", + "SNORA32", + "IL4", + "OXT", + "SPATA16", + "H1-3", + "OVOL2", + "NKX2-6", + "FAM181A-AS1", + "PNLIPRP3", + "OR1L6", + "PDHA2", + "MIR9-1HG", + "ARL17B", + "TRPM1", + "OR10T2", + "VRTN", + "ZIC4", + "NEUROG1", + "KRT38", + "SCAND3", + "CELA1", + "ZMYND12", + "SUPT20HL1", + "CCDC70", + "USP17L6P", + "LIN28B", + "GSX2", + "FAM27E5", + "GAGE2E", + "DEFB106A", + "IQCF2", + "KRTAP19-2", + "OR5B17", + "DEFB121", + "DEFB128", + "DEFB122", + "OR5H15", + "DEFB130A", + "KRTAP22-1", + "KRTAP19-4", + "KRTAP20-3" + ], + "Coefficient": [ + -3.6135999959550467, + 2.389839697698172, + 2.218357466115877, + 2.1869826085343096, + 2.0814585868445787, + -2.0721877300198415, + 1.9756396819606348, + -1.8442664310059822, + -1.810517981782977, + -1.73858724660632, + 1.610740897940132, + -1.608150409092152, + -1.5965258438270773, + 1.5841715766032236, + 1.5487438849308022, + 1.541600261327028, + -1.4920481451524175, + 1.4717613362968098, + 1.466126552842431, + -1.4487134435624267, + 1.4220712871731263, + 1.4154139794695118, + 1.4090168140592836, + 1.400983932457705, + 1.390328980132256, + -1.350731610094461, + -1.3283296376709102, + 1.2933948947875227, + 1.2692608117302744, + 1.249619552172915, + -1.247213956440784, + 1.2431744977124866, + -1.2356124799791228, + -1.2222429185962216, + 1.2202401199926391, + 1.2149958006938812, + 1.1836504384247524, + -1.1403854892366245, + -1.1285133375560468, + -1.1203145402081782, + 1.1009330649817464, + -1.0963222273880018, + -1.091746226265826, + -1.0830805432144093, + -1.0739654932750033, + -1.0682497951785468, + 1.0604704486918715, + -1.055264539422586, + 1.0476955393696386, + -1.0455028380788576, + -1.0243050242754195, + -1.0224148729979345, + -0.9938160152671103, + -0.9817458140247708, + 0.9799645879417869, + 0.978148934779859, + 0.9766507893648739, + -0.9735101764087003, + -0.9668946841527202, + 0.9609937107489647, + 0.953806194490084, + -0.9533459195644811, + -0.9452988246565899, + -0.9397977693435235, + -0.9294607302572677, + 0.9067339073796088, + 0.9044963879732526, + -0.8970756520473145, + -0.8957148781765596, + -0.8953411371900042, + -0.8750352635045794, + -0.8560008117953137, + 0.8239478834687978, + -0.8200250732052119, + 0.8070573580657526, + -0.8005128127857496, + -0.7967778875581271, + -0.7964030988411194, + 0.7952177429881684, + 0.7787559657018694, + 0.7734922796747283, + -0.7671853211390176, + -0.7631580781946666, + 0.7623828434738105, + -0.7468542878582713, + -0.7455233267858923, + -0.7354064693973522, + -0.7349344489024602, + 0.7253263118290821, + -0.7229045734783109, + 0.7225213776705139, + 0.7223780392508684, + 0.7169896117586698, + -0.6937222995621587, + 0.6891662842542093, + 0.6886095228421082, + 0.6830345292048914, + 0.6770834879587874, + 0.6754019167664564, + 0.6728786253436322, + -0.6708984034316511, + 0.6686348573621795, + 0.6646178779475699, + 0.6639486265054576, + 0.6586452557276035, + -0.6578218973685297, + 0.6529576644312703, + 0.652610241751141, + 0.6510419544156338, + -0.6495609391822114, + 0.6469058022453955, + -0.6468248570747664, + 0.6398799526458103, + 0.639226831034737, + -0.6335847180574168, + -0.6227174663665619, + 0.6223141917229752, + -0.6200285408064323, + 0.6063491498294524, + -0.6031427080332202, + 0.5934817985569689, + -0.5875811395060176, + 0.5681298911854471, + -0.5620035688069192, + 0.560742262959453, + 0.5599569012480997, + 0.5581101348635734, + -0.5533055014230769, + -0.5470690123485319, + 0.526383863737818, + 0.5138514604201434, + -0.5106540237166629, + -0.5060040089323391, + -0.5020822852692308, + 0.5005555690384813, + 0.498004075804311, + -0.49199385264367385, + -0.491741875186367, + -0.4716213261268418, + -0.46924700903220534, + -0.46139680527152876, + 0.4523656708594182, + -0.4518650761307399, + 0.44684862519407753, + 0.44413638674773653, + -0.44111265456559856, + 0.4387205523237915, + -0.42855107478780374, + -0.4270416559641688, + 0.42085928303943126, + 0.41685961797271204, + 0.4142834675269551, + -0.41378745713238585, + -0.4044061357430803, + 0.39746349808138765, + -0.39742186660474643, + -0.3942853305283891, + 0.39347885451086, + 0.3921891835143617, + 0.38803970184527825, + -0.387602072427384, + 0.3870958008978401, + -0.3861839250905814, + -0.38001870614443334, + -0.37749570927637827, + 0.37735775800074006, + 0.37403987091018603, + 0.3733053896087086, + -0.37231513546977424, + 0.3664187469917339, + -0.36633127106278035, + 0.36555297759783173, + -0.35941549415228036, + -0.35730904950722675, + -0.35345363612599684, + 0.3509197723393225, + 0.3465480689827881, + -0.3430732993513188, + -0.3380615717861836, + 0.32991413259030833, + 0.32567786381346153, + -0.32480464484423854, + -0.32421989589649075, + 0.31424481432641305, + -0.3102687128055688, + 0.3098507807889918, + 0.3075400335515713, + 0.3064341038046397, + -0.3052991116220187, + 0.3033248181484619, + 0.3020831506544844, + 0.2942797000394948, + -0.29049828956057144, + -0.29028123158471175, + -0.28765379218864406, + 0.2872621482068502, + 0.2871932041920296, + 0.2827307812643933, + 0.2822876500892809, + -0.28102144111375926, + 0.273050213095755, + 0.27085079031158227, + -0.26565205571805794, + 0.2648417177673276, + 0.26348671102929183, + 0.25862851081788235, + -0.2533091902250032, + -0.25080864506910344, + 0.24881393336959015, + -0.24638010558502618, + -0.24433678727999256, + -0.24095050485926536, + 0.2387915109706415, + 0.2293600261776275, + -0.22771694216331878, + -0.22492527760837375, + -0.22318866484402766, + -0.22212971367746312, + -0.216690543941296, + 0.21577693181302438, + -0.21523910845181535, + 0.21116275472036763, + 0.2077643982427365, + 0.20717537051723928, + 0.2008391148918406, + -0.20062899386756736, + 0.2000401904086966, + 0.19942155401360837, + -0.1993299043719722, + 0.19213490073522702, + 0.19146757938995435, + 0.18532917775274307, + 0.17995517371563788, + 0.17795232694849097, + 0.17267768330971778, + -0.17121686139329678, + -0.16980528915063825, + -0.16977613463109245, + 0.16969516324847353, + 0.16301102991208868, + 0.15677092612249888, + 0.1548026803851482, + -0.15465645813424655, + -0.1528258935482142, + -0.14986537514532253, + 0.14981906795579866, + -0.1464531588630977, + 0.1440608060285913, + -0.1406224601546375, + -0.14003909664499656, + 0.13856642670388, + -0.13816062754487274, + 0.1354963924424237, + -0.1333290816388673, + 0.13146956722173422, + 0.12718935060624612, + 0.12482414832836995, + 0.12351211959287549, + 0.12185034455113082, + 0.117920601625611, + 0.11596582594098932, + -0.1152973603375492, + -0.11375046074726129, + -0.11227607407546529, + 0.10964399512231805, + -0.10779659893597544, + -0.10745854597636025, + 0.10468702915306208, + -0.1044381545255357, + -0.103621177605072, + -0.0999803413726348, + 0.0916466555824601, + 0.09068568665179216, + -0.08995827382906262, + -0.08048522243580102, + 0.07969103826764079, + -0.07932462328133005, + 0.07853008840737982, + 0.07520007889622025, + -0.07507630124819718, + 0.07065799349717347, + -0.06973306562668882, + 0.06817162910391798, + 0.06780982798957051, + -0.0676875662758527, + -0.06694479910299969, + -0.06582724417175663, + 0.06490859186037361, + -0.062134651405232826, + -0.060402402262594676, + 0.06010426014429128, + 0.05940606383533302, + -0.05894930736551339, + -0.05628943204646662, + -0.05129905328061378, + -0.04959167372073348, + 0.04921374522538762, + -0.04078417039164993, + -0.040715842294526815, + -0.03741697878308128, + -0.02660256748969115, + 0.02431616875009637, + -0.02235288812291428, + -0.021345345940579474, + 0.01250408423785375, + 0.01065204972687535, + -0.009725614639536017, + 0.009475586293758161, + -0.008154189790708607, + 0.008056865479824905, + 0.0027374678223833953, + -0.002576400614085302, + -0.002018728029242262, + 0.0019223325411323506, + -0.001282184439838659, + 0.0011739293750434245, + -0.0010291226376332198, + -0.0008137638680062796, + -0.00041906751312798023, + -0.00012676434364270492, + 4.515407797273175e-06, + -1.34219761186235e-15, + -1.0066482088967625e-15, + 1.0066482088967625e-15, + 3.355494029655875e-16, + -3.355494029655875e-16, + -3.355494029655875e-16 + ], + "Absolute Coefficient": [ + 3.6135999959550467, + 2.389839697698172, + 2.218357466115877, + 2.1869826085343096, + 2.0814585868445787, + 2.0721877300198415, + 1.9756396819606348, + 1.8442664310059822, + 1.810517981782977, + 1.73858724660632, + 1.610740897940132, + 1.608150409092152, + 1.5965258438270773, + 1.5841715766032236, + 1.5487438849308022, + 1.541600261327028, + 1.4920481451524175, + 1.4717613362968098, + 1.466126552842431, + 1.4487134435624267, + 1.4220712871731263, + 1.4154139794695118, + 1.4090168140592836, + 1.400983932457705, + 1.390328980132256, + 1.350731610094461, + 1.3283296376709102, + 1.2933948947875227, + 1.2692608117302744, + 1.249619552172915, + 1.247213956440784, + 1.2431744977124866, + 1.2356124799791228, + 1.2222429185962216, + 1.2202401199926391, + 1.2149958006938812, + 1.1836504384247524, + 1.1403854892366245, + 1.1285133375560468, + 1.1203145402081782, + 1.1009330649817464, + 1.0963222273880018, + 1.091746226265826, + 1.0830805432144093, + 1.0739654932750033, + 1.0682497951785468, + 1.0604704486918715, + 1.055264539422586, + 1.0476955393696386, + 1.0455028380788576, + 1.0243050242754195, + 1.0224148729979345, + 0.9938160152671103, + 0.9817458140247708, + 0.9799645879417869, + 0.978148934779859, + 0.9766507893648739, + 0.9735101764087003, + 0.9668946841527202, + 0.9609937107489647, + 0.953806194490084, + 0.9533459195644811, + 0.9452988246565899, + 0.9397977693435235, + 0.9294607302572677, + 0.9067339073796088, + 0.9044963879732526, + 0.8970756520473145, + 0.8957148781765596, + 0.8953411371900042, + 0.8750352635045794, + 0.8560008117953137, + 0.8239478834687978, + 0.8200250732052119, + 0.8070573580657526, + 0.8005128127857496, + 0.7967778875581271, + 0.7964030988411194, + 0.7952177429881684, + 0.7787559657018694, + 0.7734922796747283, + 0.7671853211390176, + 0.7631580781946666, + 0.7623828434738105, + 0.7468542878582713, + 0.7455233267858923, + 0.7354064693973522, + 0.7349344489024602, + 0.7253263118290821, + 0.7229045734783109, + 0.7225213776705139, + 0.7223780392508684, + 0.7169896117586698, + 0.6937222995621587, + 0.6891662842542093, + 0.6886095228421082, + 0.6830345292048914, + 0.6770834879587874, + 0.6754019167664564, + 0.6728786253436322, + 0.6708984034316511, + 0.6686348573621795, + 0.6646178779475699, + 0.6639486265054576, + 0.6586452557276035, + 0.6578218973685297, + 0.6529576644312703, + 0.652610241751141, + 0.6510419544156338, + 0.6495609391822114, + 0.6469058022453955, + 0.6468248570747664, + 0.6398799526458103, + 0.639226831034737, + 0.6335847180574168, + 0.6227174663665619, + 0.6223141917229752, + 0.6200285408064323, + 0.6063491498294524, + 0.6031427080332202, + 0.5934817985569689, + 0.5875811395060176, + 0.5681298911854471, + 0.5620035688069192, + 0.560742262959453, + 0.5599569012480997, + 0.5581101348635734, + 0.5533055014230769, + 0.5470690123485319, + 0.526383863737818, + 0.5138514604201434, + 0.5106540237166629, + 0.5060040089323391, + 0.5020822852692308, + 0.5005555690384813, + 0.498004075804311, + 0.49199385264367385, + 0.491741875186367, + 0.4716213261268418, + 0.46924700903220534, + 0.46139680527152876, + 0.4523656708594182, + 0.4518650761307399, + 0.44684862519407753, + 0.44413638674773653, + 0.44111265456559856, + 0.4387205523237915, + 0.42855107478780374, + 0.4270416559641688, + 0.42085928303943126, + 0.41685961797271204, + 0.4142834675269551, + 0.41378745713238585, + 0.4044061357430803, + 0.39746349808138765, + 0.39742186660474643, + 0.3942853305283891, + 0.39347885451086, + 0.3921891835143617, + 0.38803970184527825, + 0.387602072427384, + 0.3870958008978401, + 0.3861839250905814, + 0.38001870614443334, + 0.37749570927637827, + 0.37735775800074006, + 0.37403987091018603, + 0.3733053896087086, + 0.37231513546977424, + 0.3664187469917339, + 0.36633127106278035, + 0.36555297759783173, + 0.35941549415228036, + 0.35730904950722675, + 0.35345363612599684, + 0.3509197723393225, + 0.3465480689827881, + 0.3430732993513188, + 0.3380615717861836, + 0.32991413259030833, + 0.32567786381346153, + 0.32480464484423854, + 0.32421989589649075, + 0.31424481432641305, + 0.3102687128055688, + 0.3098507807889918, + 0.3075400335515713, + 0.3064341038046397, + 0.3052991116220187, + 0.3033248181484619, + 0.3020831506544844, + 0.2942797000394948, + 0.29049828956057144, + 0.29028123158471175, + 0.28765379218864406, + 0.2872621482068502, + 0.2871932041920296, + 0.2827307812643933, + 0.2822876500892809, + 0.28102144111375926, + 0.273050213095755, + 0.27085079031158227, + 0.26565205571805794, + 0.2648417177673276, + 0.26348671102929183, + 0.25862851081788235, + 0.2533091902250032, + 0.25080864506910344, + 0.24881393336959015, + 0.24638010558502618, + 0.24433678727999256, + 0.24095050485926536, + 0.2387915109706415, + 0.2293600261776275, + 0.22771694216331878, + 0.22492527760837375, + 0.22318866484402766, + 0.22212971367746312, + 0.216690543941296, + 0.21577693181302438, + 0.21523910845181535, + 0.21116275472036763, + 0.2077643982427365, + 0.20717537051723928, + 0.2008391148918406, + 0.20062899386756736, + 0.2000401904086966, + 0.19942155401360837, + 0.1993299043719722, + 0.19213490073522702, + 0.19146757938995435, + 0.18532917775274307, + 0.17995517371563788, + 0.17795232694849097, + 0.17267768330971778, + 0.17121686139329678, + 0.16980528915063825, + 0.16977613463109245, + 0.16969516324847353, + 0.16301102991208868, + 0.15677092612249888, + 0.1548026803851482, + 0.15465645813424655, + 0.1528258935482142, + 0.14986537514532253, + 0.14981906795579866, + 0.1464531588630977, + 0.1440608060285913, + 0.1406224601546375, + 0.14003909664499656, + 0.13856642670388, + 0.13816062754487274, + 0.1354963924424237, + 0.1333290816388673, + 0.13146956722173422, + 0.12718935060624612, + 0.12482414832836995, + 0.12351211959287549, + 0.12185034455113082, + 0.117920601625611, + 0.11596582594098932, + 0.1152973603375492, + 0.11375046074726129, + 0.11227607407546529, + 0.10964399512231805, + 0.10779659893597544, + 0.10745854597636025, + 0.10468702915306208, + 0.1044381545255357, + 0.103621177605072, + 0.0999803413726348, + 0.0916466555824601, + 0.09068568665179216, + 0.08995827382906262, + 0.08048522243580102, + 0.07969103826764079, + 0.07932462328133005, + 0.07853008840737982, + 0.07520007889622025, + 0.07507630124819718, + 0.07065799349717347, + 0.06973306562668882, + 0.06817162910391798, + 0.06780982798957051, + 0.0676875662758527, + 0.06694479910299969, + 0.06582724417175663, + 0.06490859186037361, + 0.062134651405232826, + 0.060402402262594676, + 0.06010426014429128, + 0.05940606383533302, + 0.05894930736551339, + 0.05628943204646662, + 0.05129905328061378, + 0.04959167372073348, + 0.04921374522538762, + 0.04078417039164993, + 0.040715842294526815, + 0.03741697878308128, + 0.02660256748969115, + 0.02431616875009637, + 0.02235288812291428, + 0.021345345940579474, + 0.01250408423785375, + 0.01065204972687535, + 0.009725614639536017, + 0.009475586293758161, + 0.008154189790708607, + 0.008056865479824905, + 0.0027374678223833953, + 0.002576400614085302, + 0.002018728029242262, + 0.0019223325411323506, + 0.001282184439838659, + 0.0011739293750434245, + 0.0010291226376332198, + 0.0008137638680062796, + 0.00041906751312798023, + 0.00012676434364270492, + 4.515407797273175e-06, + 1.34219761186235e-15, + 1.0066482088967625e-15, + 1.0066482088967625e-15, + 3.355494029655875e-16, + 3.355494029655875e-16, + 3.355494029655875e-16 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 90.54545454545453, + "precision": 90.54545454545453, + "recall": 100.0, + "f1": 95.02796661784835 + }, + "selection": { + "precision": 0.6948714654658346, + "recall": 1.1976047904191618, + "f1": 0.8793364509982602, + "jaccard": 0.4423843576365526 + } + } +} \ No newline at end of file diff --git a/output/regress/Prostate_Cancer/significant_genes_condition_Atrial_Fibrillation.json b/output/regress/Prostate_Cancer/significant_genes_condition_Atrial_Fibrillation.json new file mode 100644 index 0000000000000000000000000000000000000000..caf51c43dec29f48d6633d6121590087e4647a2e --- /dev/null +++ b/output/regress/Prostate_Cancer/significant_genes_condition_Atrial_Fibrillation.json @@ -0,0 +1,1080 @@ +{ + "significant_genes": { + "Variable": [ + "CT47A1", + "COX7A2L", + "ZNF410", + "GTPBP10", + "AASS", + "OR1Q1", + "HYAL6P", + "MMP7", + "TCERG1L", + "ZNF878", + "OOSP2", + "SAFB", + "LNP1", + "C10orf62", + "ZNF578", + "LRIT1", + "OARD1", + "GOLGA8DP", + "SPANXA2", + "A4GNT", + "AVP", + "LCE1C", + "GABRR3", + "RPL23AP7", + "KLK8", + "ANGPTL7", + "OR51L1", + "PRSS45P", + "H1-9P", + "ADGRA1", + "H2AC1", + "HOXC11", + "CFAP54", + "PLAGL1", + "HCN1", + "FKSG29", + "TSPAN10", + "CHRNB1", + "TAAR8", + "HSD3B1", + "GLT6D1", + "NETO1", + "SOHLH1", + "OR1L8", + "FERD3L", + "GSTT4", + "ALX1", + "WBP2NL", + "MAGEA12", + "CNPY1", + "OPN4", + "RYBP", + "SLCO6A1", + "RPH3AL", + "CFHR4", + "TSPY1", + "CD300LD", + "TXNIP", + "MUC7", + "C4orf50", + "FAIM", + "IL2", + "HBE1", + "POU3F2", + "C17orf78", + "LELP1", + "RPL10", + "GLRA2", + "NFIB", + "CTAG2", + "ALLC", + "FBLN7", + "TRIM51", + "UNC119B", + "GRAPL", + "SPATA8", + "NPAP1", + "KIF2B", + "HIGD2B", + "GLIPR1L2", + "SPAG11A", + "SART3", + "SSX7", + "LIPI", + "CASP12", + "PRAMEF4", + "WDR64", + "FAM106A", + "TTTY8", + "APEX2", + "SLC35F3", + "SLC30A3", + "PDYN", + "SYCP2", + "HTN3", + "TBC1D3P2", + "OR2T27", + "IRGC", + "OR2J2", + "UMOD", + "INGX", + "CRLF2", + "REG1B", + "HEMGN", + "KRT37", + "OR52K2", + "SBDSP1", + "NMNAT1", + "CPLX4", + "SERPINB10", + "TBC1D28", + "SLC35G6", + "HMGA2", + "MTMR7", + "ATXN3L", + "CFAP74", + "GBE1", + "CSAG1", + "METTL8", + "SLC7A5P1", + "GTF2A1L", + "FGF7P6", + "KRTAP10-9", + "MYO3B", + "UPP2", + "DQX1", + "FAM181A", + "OR2B11", + "LINC00518", + "IFNL1", + "GSTM1", + "CYP4F11", + "TLX1", + "BPIFC", + "OR51F1", + "HAO2", + "TICAM2", + "KRTAP10-11", + "TMCO2", + "CIAO1", + "PCDHGC5", + "PDHA2", + "KLHDC8A", + "DEFB113", + "PAGE5", + "SPANXB1", + "LOC284009", + "GTSE1-DT", + "PPP1R2C", + "TMPRSS11A", + "CRYAA", + "TDRD3", + "PABPC1P2", + "LY6K", + "SSX1", + "ZCRB1", + "DEFB103B", + "MIR9-1HG", + "NEUROD4", + "RRH", + "KIR3DX1", + "OR7D2", + "ANKRD40CL", + "PEBP4", + "TCHHL1", + "BEND2", + "C5AR2", + "COPS3", + "TMEM88B", + "HTR5A", + "PLAGL2", + "FOXD4L3", + "ZNF90", + "IFNK", + "RIT2", + "ANKRD34C", + "PLET1", + "PSORS1C1", + "GGT8P", + "PCDHGA3", + "BAGE", + "KCNQ1DN", + "OR2M4", + "HYKK", + "SPANXN2", + "CHKA", + "LIN28B", + "SLC25A23", + "LRP2", + "MAGEB1", + "SNORA38B", + "NCOR1P1", + "RETN", + "GLT1D1", + "TOB1", + "SNORA79", + "C1QTNF3", + "PRKRA", + "CREG2", + "SCARNA10", + "GSTT2", + "SALL4", + "WHAMM", + "KRT38", + "USP17L6P", + "CDK11A", + "RIMBP3C", + "H4C6", + "OR52A1", + "ADAM20", + "MSX2P1", + "PASD1", + "FAM170B", + "FLG2", + "ROS1", + "ZKSCAN8P1", + "TLCD3B", + "PTENP1", + "LAIR2", + "EIF4A2", + "RLN3", + "ROBO2", + "FAM181A-AS1", + "OR2M3", + "CST5", + "SLC25A51", + "ASTE1", + "KRTAP10-10", + "H3C4", + "CCDC70", + "GPR151", + "RBMXL3", + "PTPRT", + "DLGAP1", + "RAX", + "OR13F1", + "SPRR2B", + "HTR2C", + "PPAN-P2RY11", + "KRT33A", + "ALPP", + "CELA1", + "CDH6", + "SLC10A2", + "PPP1R3B", + "NAP1L6P", + "THBS1", + "PRSS33", + "HOXA3", + "OR7C2", + "CNGA2", + "F2RL3", + "ACOT12", + "RNF135", + "KRTAP7-1", + "IQCF2", + "NSG2", + "OR1L6", + "SLC4A10", + "OR2AG1", + "TEX13B", + "HK2", + "NEUROD2", + "IFNA4", + "CLDN6", + "CEP43", + "OR51F2", + "H3C6", + "CCDC177", + "UCP1", + "TCTN2", + "IL4", + "IL1RAPL1", + "SIX3", + "S100A5", + "RXFP2", + "NIPA2", + "DAND5", + "ATP10A", + "ABCC13", + "RBM44", + "BAALC-AS2", + "SCEL", + "TFAMP1", + "LOC100192426", + "P2RX5", + "IL36B", + "HCRT", + "ZNF764", + "GABRB1", + "GPR78", + "MIXL1", + "SP7", + "DHH", + "EQTN", + "GNG3", + "CPOX", + "ZFAND2A", + "SLC39A12", + "UGT3A2", + "STATH", + "LY6G6E", + "LRRC4B", + "KIR2DL3", + "C5orf46", + "CCL15", + "GATA1", + "TERB1", + "SEC14L4", + "PNPLA3", + "KHDC1L", + "ZAR1L", + "TBPL1", + "UCA1", + "HSF5", + "TYRO3", + "NYAP2", + "AQP12A", + "SNORA32", + "TRPM1", + "ADCYAP1", + "OXT", + "CCDC42", + "OPALIN", + "GOLGA8IP", + "OR5K2", + "TSSK2", + "TREML5P", + "OR5B17", + "OR2T10", + "FAM66C", + "CTSH", + "H1-3", + "PRR20A", + "RBMY1B", + "TDH", + "DEFB106A", + "GAGE2E", + "FAM27E5", + "VTRNA1-1", + "SNAR-A13", + "DEFB121", + "TTTY17A", + "RBMY1F", + "DEFB122", + "PRR20B", + "OR5H15", + "SNAR-A3", + "SNAR-C3", + "TTTY17B", + "DEFB128", + "SNAR-G2" + ], + "Coefficient": [ + -3.262536318473406, + 2.794096219349724, + -2.1421504095578983, + -2.1075141567309688, + -2.0777846641101236, + -2.070021468810185, + 1.9371693623874695, + 1.926268318002588, + 1.757597939073579, + -1.753482444597118, + -1.7230166008980354, + 1.7024029454705685, + 1.6841473227155435, + -1.6699805487942252, + 1.6305702289831154, + -1.545430144756936, + 1.5328755370224056, + 1.528361321779775, + -1.4734934936684922, + 1.425731710887214, + 1.4209796170828592, + 1.4103434611344567, + -1.3913125563145596, + 1.3893979339884277, + -1.370497925987684, + -1.3609790768867691, + 1.3602001817726272, + -1.3575773512963927, + 1.3202879481448517, + -1.319927149464025, + 1.3188658408371003, + 1.3119011009536392, + 1.3019827147749017, + 1.2992706234438234, + -1.2481861146977622, + -1.232321209300633, + 1.1968088615390315, + 1.183224465625042, + 1.1786812812415204, + -1.167167097346239, + 1.1555723681604366, + -1.1471735489955526, + 1.1466988879778655, + -1.1328679019574035, + -1.0984364838960348, + 1.0880672238046099, + 1.0818734276808386, + -1.0785944399418341, + 1.017635961564924, + -1.0114710449402597, + 0.9992782297756702, + 0.9919627584605427, + -0.9904390302026445, + 0.9771495117477127, + 0.9718839778838788, + 0.9660610821831944, + -0.9651584063482852, + 0.9590419895965633, + -0.9575436800721916, + 0.9558124853665226, + 0.9327321386989066, + 0.9314421340034026, + 0.9287180773943028, + -0.9208634625624558, + 0.9155646558738314, + -0.8983276585353779, + 0.8953724413246202, + -0.8761751189243138, + 0.8663822679125577, + 0.8646117593794782, + -0.8562397633729958, + -0.840587789384631, + -0.8397904877279446, + 0.8394145762318761, + 0.8216254340542539, + -0.8006462758998499, + -0.7977315381043737, + 0.7866299260621166, + -0.7728964199374806, + 0.7702313515665591, + 0.7669163784471809, + 0.7597013801625809, + -0.7541412154312684, + -0.7502468934887966, + 0.748877624949914, + -0.7462386908252882, + 0.7443818177288, + 0.7425993822964738, + 0.7136867334604239, + 0.7079816986962305, + 0.7066452420172905, + -0.7060125106453354, + 0.7050088534125696, + -0.6943171555009436, + 0.6824414440397076, + 0.6821644948506113, + -0.6771154861243001, + -0.6729549631585995, + -0.6692753617362248, + 0.6626900307511685, + -0.6602798222803321, + 0.6468781732122133, + -0.6361866274380434, + -0.6307271491238001, + 0.6274742248414173, + 0.6251183888544034, + -0.6214272857362841, + 0.6198293289953305, + 0.6172452065989328, + -0.6169693257084921, + 0.5903481197261395, + 0.5891278395885616, + -0.585595948849614, + -0.5703732895120462, + 0.5691619589519972, + 0.5684377257215174, + 0.5545094881733956, + 0.5465559434037741, + -0.5259943859722074, + 0.5173839586166382, + 0.5162001231417012, + -0.5151814104570973, + 0.5071800347713563, + -0.5000702509253896, + -0.4988952560452626, + -0.49047457175170045, + -0.4859920097607972, + -0.4835960863775513, + 0.4817779682955617, + 0.4811360785231136, + -0.47988214943973556, + -0.4776509158224829, + -0.46889966692133933, + 0.46295626601883677, + 0.4584910230653692, + -0.458049271851474, + 0.4546214615153292, + 0.4501222031070699, + -0.4440546789472641, + -0.4365580326421432, + -0.4362022985168994, + 0.43401965304821444, + -0.4282303505562415, + 0.4228005742072785, + 0.4168958845030719, + -0.41623877386691327, + -0.4151389264452043, + 0.41333288948805574, + -0.4052789557624222, + 0.4007410187879173, + 0.399212712119872, + -0.3946697150350877, + 0.39449925954457943, + 0.3943357056641984, + 0.3925170736546567, + -0.3884142087871799, + 0.3878512682433691, + -0.3873499946751987, + -0.38662695804649494, + 0.37005891703709987, + 0.3669261899453433, + -0.36431977962640055, + -0.3630595161370041, + -0.3607276471470357, + 0.3586268381734796, + -0.3569438671776641, + -0.35661848738501556, + -0.35614526224347254, + -0.3548224236330563, + -0.3516888987610176, + -0.35126534993097824, + -0.34284981815818705, + -0.34187879972104196, + 0.3401715856812485, + 0.3330251396961816, + -0.3329993454003389, + -0.3329218149183314, + -0.3326866955537387, + 0.33267134713720486, + -0.3320688361822144, + 0.3303605295988296, + -0.3287566468410347, + -0.3277147405834248, + -0.3146160781303201, + 0.3107809897835864, + 0.3100717122711864, + -0.30727082323092353, + -0.305712398587641, + -0.3036077598692642, + 0.30099063180843105, + 0.2980561176214932, + 0.29478593131630143, + -0.294570990385392, + -0.29377823879839465, + 0.2909128156363883, + -0.2877606396038189, + -0.2867015864920062, + -0.28491980964786884, + -0.28482901289951534, + 0.28363790105161296, + -0.2833505059411193, + -0.28308740818952366, + 0.28292418495372834, + 0.2816382931910161, + 0.2687246856152806, + 0.266637710200087, + 0.26485187469974597, + -0.26410439239671335, + 0.26263670056458244, + 0.26059632146537837, + -0.2600168786078217, + -0.2599162734923344, + -0.2596069974466478, + 0.25812576046125774, + 0.2575504569442964, + 0.2571813540810459, + -0.25429150296814534, + -0.25329339127072864, + -0.25295128839210645, + 0.252890631268243, + 0.25034125012304803, + -0.24672692455139628, + -0.24631553232022446, + 0.24191483270675668, + -0.23987891890063107, + 0.23797814853740454, + -0.23121047922169854, + -0.23109625844003623, + 0.22827483695683728, + 0.22766770919312185, + -0.22677148551138263, + 0.21961531019848082, + 0.21772133455229795, + 0.21700910968786086, + -0.21547093222799935, + 0.21439829707972635, + -0.21328874073753706, + 0.21033208521191343, + -0.20974525584758824, + -0.20902207544460616, + -0.20839384690649349, + -0.20814676036631058, + 0.2060624672229619, + -0.1995175153135602, + -0.19216015464096312, + 0.19078718058700384, + -0.18459315779795116, + -0.18345855133912842, + 0.18305253837103108, + -0.18232480809151855, + 0.1795477799530518, + -0.17259740507900528, + 0.17103701315743783, + 0.17051694682366914, + -0.17032838242096307, + -0.16937312223828285, + -0.1577699039861167, + -0.15657156278053355, + 0.1507990355268939, + 0.147217607110485, + -0.14621272665454085, + -0.1460121078787995, + -0.1455284418114229, + 0.14541222573562923, + -0.137266581760303, + 0.13680224258356716, + 0.13377081428594237, + 0.13253055438181216, + -0.13184901253560435, + 0.13173583691232582, + 0.12982264209063377, + 0.1297912737860002, + -0.12973316024823903, + 0.12756439325848312, + -0.1272709566713575, + -0.12208851651894112, + -0.12041202848005471, + -0.12015542343134489, + -0.11998984023976692, + -0.11998676505115485, + 0.11546872872283011, + -0.11353016973541148, + -0.11308418067114716, + -0.10864041902776203, + 0.10673841476754252, + -0.10389122675505563, + 0.10074247931115778, + 0.09976396134826855, + 0.09623428194225438, + 0.09413212063751035, + -0.09308534588161686, + 0.0867737726016787, + -0.08636414408559856, + 0.08194174521331574, + 0.08058618618143773, + -0.07573781004490594, + 0.07482390743621438, + -0.07419302420097064, + 0.07263092984902458, + -0.06912308567387034, + 0.0670854510347994, + -0.06611207775060118, + 0.06416163567721714, + -0.0638030419644608, + 0.0577341801663753, + 0.050773311105263, + 0.05050732326322404, + -0.04844532671794242, + 0.04795685122566648, + -0.04660837077476268, + -0.03268805763007762, + 0.0296754097479951, + 0.029097937298612438, + 0.02611121695857698, + 0.023259361247203948, + -0.021570222294377894, + -0.020193296737860404, + 0.01969044547155129, + -0.01878250507687949, + -0.017900909186467657, + 0.01603463206784815, + -0.015463986111147045, + -0.013300810611401119, + -0.01211971628734705, + 0.009157469992003476, + 0.007503119641661318, + 0.007470998490256533, + -0.007410848549439409, + -0.0042805628464523795, + 0.003986186784840269, + -0.00388844877756127, + -0.0036287365692086447, + 0.0028999822045632905, + 0.0025398920515283642, + 0.002332634469402031, + -0.0008594784358351112, + 0.0008354285338756041, + -0.0005688298038898568, + 0.0003175138032481985, + -0.00030568791542219764, + -9.79124842274991e-05, + -1.198447688606587e-05, + 1.442862432752026e-14, + 2.6843952237247e-15, + -1.6777470148279374e-15, + -1.34219761186235e-15, + -1.34219761186235e-15, + -1.34219761186235e-15, + -1.34219761186235e-15, + 1.34219761186235e-15, + 1.0066482088967625e-15, + -1.0066482088967625e-15 + ], + "Absolute Coefficient": [ + 3.262536318473406, + 2.794096219349724, + 2.1421504095578983, + 2.1075141567309688, + 2.0777846641101236, + 2.070021468810185, + 1.9371693623874695, + 1.926268318002588, + 1.757597939073579, + 1.753482444597118, + 1.7230166008980354, + 1.7024029454705685, + 1.6841473227155435, + 1.6699805487942252, + 1.6305702289831154, + 1.545430144756936, + 1.5328755370224056, + 1.528361321779775, + 1.4734934936684922, + 1.425731710887214, + 1.4209796170828592, + 1.4103434611344567, + 1.3913125563145596, + 1.3893979339884277, + 1.370497925987684, + 1.3609790768867691, + 1.3602001817726272, + 1.3575773512963927, + 1.3202879481448517, + 1.319927149464025, + 1.3188658408371003, + 1.3119011009536392, + 1.3019827147749017, + 1.2992706234438234, + 1.2481861146977622, + 1.232321209300633, + 1.1968088615390315, + 1.183224465625042, + 1.1786812812415204, + 1.167167097346239, + 1.1555723681604366, + 1.1471735489955526, + 1.1466988879778655, + 1.1328679019574035, + 1.0984364838960348, + 1.0880672238046099, + 1.0818734276808386, + 1.0785944399418341, + 1.017635961564924, + 1.0114710449402597, + 0.9992782297756702, + 0.9919627584605427, + 0.9904390302026445, + 0.9771495117477127, + 0.9718839778838788, + 0.9660610821831944, + 0.9651584063482852, + 0.9590419895965633, + 0.9575436800721916, + 0.9558124853665226, + 0.9327321386989066, + 0.9314421340034026, + 0.9287180773943028, + 0.9208634625624558, + 0.9155646558738314, + 0.8983276585353779, + 0.8953724413246202, + 0.8761751189243138, + 0.8663822679125577, + 0.8646117593794782, + 0.8562397633729958, + 0.840587789384631, + 0.8397904877279446, + 0.8394145762318761, + 0.8216254340542539, + 0.8006462758998499, + 0.7977315381043737, + 0.7866299260621166, + 0.7728964199374806, + 0.7702313515665591, + 0.7669163784471809, + 0.7597013801625809, + 0.7541412154312684, + 0.7502468934887966, + 0.748877624949914, + 0.7462386908252882, + 0.7443818177288, + 0.7425993822964738, + 0.7136867334604239, + 0.7079816986962305, + 0.7066452420172905, + 0.7060125106453354, + 0.7050088534125696, + 0.6943171555009436, + 0.6824414440397076, + 0.6821644948506113, + 0.6771154861243001, + 0.6729549631585995, + 0.6692753617362248, + 0.6626900307511685, + 0.6602798222803321, + 0.6468781732122133, + 0.6361866274380434, + 0.6307271491238001, + 0.6274742248414173, + 0.6251183888544034, + 0.6214272857362841, + 0.6198293289953305, + 0.6172452065989328, + 0.6169693257084921, + 0.5903481197261395, + 0.5891278395885616, + 0.585595948849614, + 0.5703732895120462, + 0.5691619589519972, + 0.5684377257215174, + 0.5545094881733956, + 0.5465559434037741, + 0.5259943859722074, + 0.5173839586166382, + 0.5162001231417012, + 0.5151814104570973, + 0.5071800347713563, + 0.5000702509253896, + 0.4988952560452626, + 0.49047457175170045, + 0.4859920097607972, + 0.4835960863775513, + 0.4817779682955617, + 0.4811360785231136, + 0.47988214943973556, + 0.4776509158224829, + 0.46889966692133933, + 0.46295626601883677, + 0.4584910230653692, + 0.458049271851474, + 0.4546214615153292, + 0.4501222031070699, + 0.4440546789472641, + 0.4365580326421432, + 0.4362022985168994, + 0.43401965304821444, + 0.4282303505562415, + 0.4228005742072785, + 0.4168958845030719, + 0.41623877386691327, + 0.4151389264452043, + 0.41333288948805574, + 0.4052789557624222, + 0.4007410187879173, + 0.399212712119872, + 0.3946697150350877, + 0.39449925954457943, + 0.3943357056641984, + 0.3925170736546567, + 0.3884142087871799, + 0.3878512682433691, + 0.3873499946751987, + 0.38662695804649494, + 0.37005891703709987, + 0.3669261899453433, + 0.36431977962640055, + 0.3630595161370041, + 0.3607276471470357, + 0.3586268381734796, + 0.3569438671776641, + 0.35661848738501556, + 0.35614526224347254, + 0.3548224236330563, + 0.3516888987610176, + 0.35126534993097824, + 0.34284981815818705, + 0.34187879972104196, + 0.3401715856812485, + 0.3330251396961816, + 0.3329993454003389, + 0.3329218149183314, + 0.3326866955537387, + 0.33267134713720486, + 0.3320688361822144, + 0.3303605295988296, + 0.3287566468410347, + 0.3277147405834248, + 0.3146160781303201, + 0.3107809897835864, + 0.3100717122711864, + 0.30727082323092353, + 0.305712398587641, + 0.3036077598692642, + 0.30099063180843105, + 0.2980561176214932, + 0.29478593131630143, + 0.294570990385392, + 0.29377823879839465, + 0.2909128156363883, + 0.2877606396038189, + 0.2867015864920062, + 0.28491980964786884, + 0.28482901289951534, + 0.28363790105161296, + 0.2833505059411193, + 0.28308740818952366, + 0.28292418495372834, + 0.2816382931910161, + 0.2687246856152806, + 0.266637710200087, + 0.26485187469974597, + 0.26410439239671335, + 0.26263670056458244, + 0.26059632146537837, + 0.2600168786078217, + 0.2599162734923344, + 0.2596069974466478, + 0.25812576046125774, + 0.2575504569442964, + 0.2571813540810459, + 0.25429150296814534, + 0.25329339127072864, + 0.25295128839210645, + 0.252890631268243, + 0.25034125012304803, + 0.24672692455139628, + 0.24631553232022446, + 0.24191483270675668, + 0.23987891890063107, + 0.23797814853740454, + 0.23121047922169854, + 0.23109625844003623, + 0.22827483695683728, + 0.22766770919312185, + 0.22677148551138263, + 0.21961531019848082, + 0.21772133455229795, + 0.21700910968786086, + 0.21547093222799935, + 0.21439829707972635, + 0.21328874073753706, + 0.21033208521191343, + 0.20974525584758824, + 0.20902207544460616, + 0.20839384690649349, + 0.20814676036631058, + 0.2060624672229619, + 0.1995175153135602, + 0.19216015464096312, + 0.19078718058700384, + 0.18459315779795116, + 0.18345855133912842, + 0.18305253837103108, + 0.18232480809151855, + 0.1795477799530518, + 0.17259740507900528, + 0.17103701315743783, + 0.17051694682366914, + 0.17032838242096307, + 0.16937312223828285, + 0.1577699039861167, + 0.15657156278053355, + 0.1507990355268939, + 0.147217607110485, + 0.14621272665454085, + 0.1460121078787995, + 0.1455284418114229, + 0.14541222573562923, + 0.137266581760303, + 0.13680224258356716, + 0.13377081428594237, + 0.13253055438181216, + 0.13184901253560435, + 0.13173583691232582, + 0.12982264209063377, + 0.1297912737860002, + 0.12973316024823903, + 0.12756439325848312, + 0.1272709566713575, + 0.12208851651894112, + 0.12041202848005471, + 0.12015542343134489, + 0.11998984023976692, + 0.11998676505115485, + 0.11546872872283011, + 0.11353016973541148, + 0.11308418067114716, + 0.10864041902776203, + 0.10673841476754252, + 0.10389122675505563, + 0.10074247931115778, + 0.09976396134826855, + 0.09623428194225438, + 0.09413212063751035, + 0.09308534588161686, + 0.0867737726016787, + 0.08636414408559856, + 0.08194174521331574, + 0.08058618618143773, + 0.07573781004490594, + 0.07482390743621438, + 0.07419302420097064, + 0.07263092984902458, + 0.06912308567387034, + 0.0670854510347994, + 0.06611207775060118, + 0.06416163567721714, + 0.0638030419644608, + 0.0577341801663753, + 0.050773311105263, + 0.05050732326322404, + 0.04844532671794242, + 0.04795685122566648, + 0.04660837077476268, + 0.03268805763007762, + 0.0296754097479951, + 0.029097937298612438, + 0.02611121695857698, + 0.023259361247203948, + 0.021570222294377894, + 0.020193296737860404, + 0.01969044547155129, + 0.01878250507687949, + 0.017900909186467657, + 0.01603463206784815, + 0.015463986111147045, + 0.013300810611401119, + 0.01211971628734705, + 0.009157469992003476, + 0.007503119641661318, + 0.007470998490256533, + 0.007410848549439409, + 0.0042805628464523795, + 0.003986186784840269, + 0.00388844877756127, + 0.0036287365692086447, + 0.0028999822045632905, + 0.0025398920515283642, + 0.002332634469402031, + 0.0008594784358351112, + 0.0008354285338756041, + 0.0005688298038898568, + 0.0003175138032481985, + 0.00030568791542219764, + 9.79124842274991e-05, + 1.198447688606587e-05, + 1.442862432752026e-14, + 2.6843952237247e-15, + 1.6777470148279374e-15, + 1.34219761186235e-15, + 1.34219761186235e-15, + 1.34219761186235e-15, + 1.34219761186235e-15, + 1.34219761186235e-15, + 1.0066482088967625e-15, + 1.0066482088967625e-15 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 90.36363636363636, + "precision": 90.52710592160132, + "recall": 99.79797979797979, + "f1": 94.92675204294957 + }, + "selection": { + "precision": 0.6951001184456456, + "recall": 1.1976047904191618, + "f1": 0.8791846168331103, + "jaccard": 0.4421414458132409 + } + } +} \ No newline at end of file diff --git a/output/regress/Prostate_Cancer/significant_genes_condition_Bipolar_disorder.json b/output/regress/Prostate_Cancer/significant_genes_condition_Bipolar_disorder.json new file mode 100644 index 0000000000000000000000000000000000000000..504513f34c37f15937fc8190489440b7cf931d71 --- /dev/null +++ b/output/regress/Prostate_Cancer/significant_genes_condition_Bipolar_disorder.json @@ -0,0 +1,1707 @@ +{ + "significant_genes": { + "Variable": [ + "CT47A1", + "ZNF578", + "OR1Q1", + "AASS", + "MMP7", + "CHRNB1", + "PLXNB2", + "SPANXA2", + "UNC119B", + "COX7A2L", + "APEX2", + "ZNF878", + "ZNF410", + "LNP1", + "TCERG1L", + "C10orf62", + "OPN4", + "HOXC11", + "SLC25A23", + "SERPINB10", + "HYAL6P", + "F8A1", + "TSPY1", + "WBP2NL", + "KLK8", + "CD300LD", + "MTMR7", + "SAFB", + "HMGN3", + "PRAMEF4", + "GOLGA8DP", + "PRSS45P", + "FERD3L", + "PLAGL2", + "HNRNPA2B1", + "OOSP2", + "RPL23AP7", + "OR51L1", + "RPL10", + "TSPAN10", + "ALX1", + "OR2T27", + "PLET1", + "KLHDC8A", + "OR1L8", + "ANGPTL7", + "OR7D2", + "RBM44", + "INGX", + "GRAPL", + "TCHHL1", + "HEMGN", + "RLN3", + "CDH6", + "CFAP54", + "PTENP1", + "HBE1", + "NETO1", + "C17orf78", + "OARD1", + "FBLN7", + "RETN", + "ADGRA1", + "CCDC116", + "IFNL1", + "GTPBP10", + "NME5", + "DLGAP1", + "KLC4", + "CREG2", + "TMCO2", + "RAMAC", + "PCDHGC5", + "NFIB", + "HEXA-AS1", + "NPAP1", + "GSTT2", + "SLC10A2", + "NIBAN2", + "NSG2", + "ROBO2", + "GLRA2", + "NEUROD2", + "SYCP2", + "HYKK", + "IDI2", + "HTN3", + "MED6", + "AVP", + "OR52K2", + "LTC4S", + "ALPP", + "A4GNT", + "TXNIP", + "GABRR3", + "OR13F1", + "RRH", + "TLX1", + "HCN1", + "PRKRA", + "NCOR1P1", + "FAM106A", + "UAP1", + "ANKRD34C", + "GTF2A1L", + "CPLX4", + "PELO", + "LIPI", + "PAGE5", + "ERP44", + "OR52H1", + "RNF135", + "GLT1D1", + "TEX13B", + "MUC7", + "HOXA3", + "FKSG29", + "MYO3B", + "BAALC-AS2", + "GSTM1", + "TMPRSS11A", + "LELP1", + "SND1", + "GSTT4", + "OR52M1", + "CNPY1", + "ASB8", + "GPR151", + "TMEM88B", + "TRPM1", + "TRIM51", + "SOHLH1", + "KREMEN2", + "CFHR4", + "H4C14", + "IRGC", + "GTSE1-DT", + "ABCG8", + "GARIN5B", + "SLC35G6", + "DEUP1", + "KAAG1", + "SNORA70B", + "NBR2", + "PPP1R2C", + "CTAG2", + "STBD1", + "REDIC1", + "SLC2A12", + "TERB1", + "OR10A5", + "POU3F2", + "IQCF2", + "DEDD2", + "FAIM", + "H2AC1", + "FAM181A", + "PLAGL1", + "CTSH", + "KRTAP10-10", + "FGF7P6", + "IHH", + "OR52A1", + "TAAR8", + "PASD1", + "CRLF2", + "ZCRB1", + "NIPA2", + "TBC1D3P2", + "SNAR-B2", + "CHKA", + "CEBPG", + "TDRD3", + "KRT37", + "LAIR2", + "GGT8P", + "CNTNAP5", + "MAGEA12", + "GSG1", + "IL4", + "GLIPR1L2", + "ALLC", + "C4orf50", + "CCL15", + "C5AR2", + "SSX7", + "SLC30A3", + "MSX2P1", + "PRSS3", + "PTPRT", + "SLC7A5P1", + "RIMBP3C", + "LOC284009", + "TTTY8", + "CELA1", + "ATXN3L", + "SCGB1C1", + "TBC1D22B", + "SPP1", + "PLAT", + "TRPV5", + "SLCO6A1", + "PIGF", + "RBM23", + "LOC153910", + "H1-3", + "EFL1", + "GPATCH1", + "FTSJ3", + "CFAP74", + "SLC35F3", + "NUFIP1", + "TGIF2LX", + "PDYN", + "KRTAP10-9", + "IL36B", + "RHAG", + "LCE6A", + "ZNF764", + "CASP12", + "PIGC", + "FOSB", + "PPP1R1C", + "CEP43", + "CHST4", + "DCPS", + "SPAG6", + "SNORA68", + "DCAF12L2", + "KRT38", + "PPP2R2C", + "SCARNA10", + "SLC35B2", + "NYAP2", + "SETD6", + "GLT6D1", + "ANKRD30A", + "COLEC11", + "KRTAP7-1", + "PEBP4", + "SART3", + "NAP1L6P", + "HK2", + "KRTAP13-2", + "OR5J2", + "CDK11A", + "SBDSP1", + "RYBP", + "SOX3", + "MED20", + "SLC5A12", + "PAX3", + "SSX1", + "EQTN", + "SPIRE2", + "OR2B11", + "IFNK", + "TBC1D28", + "KLKB1", + "CDX2", + "ARL17B", + "OAT", + "ZNF562", + "HAO2", + "CRH", + "PRAP1", + "MAGEC2", + "DDTL", + "IFNA4", + "LY6K", + "UCA1", + "SIX3", + "LIM2", + "SAP30", + "STK24", + "MIR9-1HG", + "C12orf56", + "KRTAP10-11", + "KRTAP13-1", + "ANKRD40CL", + "NXN", + "SNORA32", + "LRIT1", + "LCE1C", + "OR11H1", + "TESMIN", + "SYNGR4", + "TAS2R30", + "SPATA8", + "SPAG11A", + "H1-9P", + "DNAI7", + "HTR2C", + "SLC7A5", + "H1-6", + "MRPS31", + "DEFB103B", + "UMOD", + "SMIM8", + "BEND2", + "LRRC4B", + "OXT", + "PAPSS1", + "TOB1", + "SLC8A3", + "LIN28B", + "MIXL1", + "ADCYAP1R1", + "TBPL1", + "ADCYAP1", + "SLC6A19", + "CHD7", + "IL1RAPL1", + "CATSPERG", + "CLDN6", + "UCN2", + "CCDC102B", + "RPH3A", + "FLG2", + "HSD3B1", + "ESRG", + "ZNF558", + "COPS3", + "ADAM20", + "SUPT20HL1", + "CHMP1B", + "RPH3AL", + "RAB41", + "PCMT1", + "CPA4", + "CBLN3", + "MDK", + "HAUS2", + "PCDH15", + "RO60", + "OR51A4", + "PTN", + "ACP5", + "ST20", + "CFAP97D1", + "SNORA38B", + "TSPY3", + "SCAND3", + "COL20A1", + "KCNH8", + "OR51F2", + "HSF5", + "SPANXN4", + "TYR", + "POLR2J2", + "OR4C45", + "AKAP7", + "H4C11", + "FAM215A", + "TSPYL6", + "KRT84", + "LRRC30", + "OR7E156P", + "IL2", + "MFSD13A", + "SLAMF9", + "CST5", + "NOX3", + "OR6N2", + "TP53TG3B", + "KIF2B", + "PDHA2", + "MAB21L2", + "KRTAP4-4", + "OR2M4", + "HCRT", + "IL31RA", + "GATA1", + "TCEAL6", + "KIR3DL1", + "MICA", + "TFB1M", + "DQX1", + "MYBPC3", + "SPRR2G", + "C1orf141", + "PTX4", + "HCCAT5", + "CCDC74A", + "OR5M1", + "OR10P1", + "OR2J2", + "GNG3", + "HOXD9", + "KRT33A", + "CFAP206", + "DAD1P1", + "RBMXL3", + "TTTY6B", + "KIAA0040", + "SH2D4B", + "TBCC", + "LOC100192426", + "ZNF17", + "GFOD3P", + "PRAMEF20", + "LINC00200", + "SPTB", + "CCDC177", + "UPP2", + "TSPY4", + "CD55", + "ITIH2", + "DAND5", + "PP2D1", + "SLC2A11", + "PSORS1C1", + "LINC01565", + "REG1B", + "ZSCAN20", + "C10orf53", + "ATIC", + "SPANXB1", + "CTSL3P", + "CPO", + "H3C2", + "FOXD4L3", + "RPS28", + "OLIG2", + "CCDC70", + "GABRB1", + "FAM227B", + "KHK", + "OR51B5", + "THEM4", + "USP17L6P", + "TRIM49D2", + "SBK2", + "DSPP", + "SNORA65", + "DHH", + "SNORA3A", + "CIBAR1P2", + "R3HDML", + "CACNG6", + "MT1IP", + "MC2R", + "SERPINE3", + "NXF5", + "ZIC4", + "TRIM49", + "MCM9", + "RPS26P11", + "SCARNA8", + "RFPL4A", + "PRSS33", + "HIGD2B", + "KRTAP4-1", + "EPB42", + "LINC00518", + "PCDHGA3", + "OR2AK2", + "WHAMM", + "ARL11", + "OR7C2", + "TULP2", + "PPFIBP2", + "CSH2", + "SALL4", + "UXS1", + "F2RL3", + "SLC6A18", + "GTF2IP1", + "CAGE1", + "IL15", + "KCNQ1DN", + "WDR64", + "FAM74A1", + "CEP170P1", + "XRCC1", + "OR7G1", + "PDILT", + "OR4D5", + "POU5F2", + "ERICH3", + "TGM6", + "S100A5", + "UGT3A2", + "NLRP6", + "CRYBA1", + "TDRD6", + "IL12RB2", + "KRTAP27-1", + "BCLAF3", + "CSAG1", + "NUTM2F", + "PRDM14", + "LY6G6E", + "VSX2", + "COMMD8", + "SNORA36B", + "LINC00303", + "KIR3DX1", + "OR2F1", + "CLEC4A", + "MERTK", + "RXFP2", + "KRTAP12-1", + "LCE3A", + "AP3S2", + "NEUROG2", + "NPLOC4", + "NTMT2", + "PEG3-AS1", + "ASNSD1", + "DNAJB7", + "FANCD2OS", + "PMS2P5", + "IL25", + "CFAP119", + "VRTN", + "OR51F1", + "DIS3", + "ATP10A", + "TEX35", + "DEFB113", + "MAPK10", + "ZP4", + "GDF3", + "GJB6", + "SKINT1L", + "SPATS1", + "CYP2A13", + "PTF1A", + "MATN4", + "OR5B17", + "LINC00028", + "INSL6", + "ONECUT3", + "RIT2", + "TSSK2", + "CNGA2", + "TRIM45", + "PKHD1", + "SLC28A2", + "RADIL", + "TREML5P", + "TASP1", + "GATA4", + "CTRC", + "ZFAT-AS1", + "GAGE2E", + "KLHL34", + "VTRNA1-1", + "SPATA16", + "RBMY1B", + "SNORA11C", + "PRL", + "SNAR-C3", + "PRR20A", + "TTTY17A", + "SNAR-G2", + "RBMY1F", + "PRR20B", + "SNAR-H", + "OR5H15" + ], + "Coefficient": [ + -5.203779754713514, + 2.758179935406884, + -2.7536944475213914, + -2.6913019393294446, + 2.512973629073874, + 2.3835611219425705, + 2.3794010784106114, + -2.347297799074535, + 2.305146003006507, + 2.1707886891238597, + 2.081354706656014, + -2.07280643699912, + -2.02558818064156, + 2.0225372593716173, + 1.9355445689390094, + -1.9036674573319252, + 1.8813764894484648, + 1.8494586308610004, + -1.7316305523210649, + -1.7291220410420474, + 1.722274197453609, + 1.718746366149156, + 1.7124288949572402, + -1.7080328665453495, + -1.6864646037924036, + -1.6426490973048038, + -1.6426095152696483, + 1.6206676637653614, + 1.615048224749891, + -1.607147744711234, + 1.5951451942274446, + -1.5779462210652098, + -1.5699230622292806, + -1.5696036187262514, + 1.559753881621219, + -1.544305700846878, + 1.540453172548285, + 1.5351564883690725, + 1.532536463129608, + 1.5231024323635658, + 1.5226701182028313, + -1.5219323177701998, + -1.5096617139080328, + -1.5089911536444216, + -1.4947148125547138, + -1.4714585140620062, + -1.4684916752958255, + 1.4593505664908974, + -1.4510720951014455, + 1.4509863301041266, + 1.4429042568915469, + -1.4370591828527888, + 1.4353704247724413, + 1.4065709906791835, + 1.3873417821125908, + -1.3826266023225051, + 1.3788015603333483, + -1.3774310890570745, + 1.355501433062169, + 1.345648768636609, + -1.3429509203589813, + -1.3279583180586438, + -1.327122613001305, + -1.28929719843488, + 1.2795798516182522, + -1.2792972387114627, + 1.2789528259549328, + 1.2671873093846933, + 1.262374871941892, + -1.2449654546378195, + -1.2106000367846759, + 1.1931129725553895, + -1.1898323892379217, + 1.1713273653653529, + 1.1701374946791168, + -1.165334582184861, + -1.1591658945384933, + -1.157718289951084, + 1.1520976321871108, + -1.1346334572114123, + -1.1334623299692217, + -1.1269360137293156, + -1.1166945137295747, + -1.1158250065471829, + -1.1114248779480467, + -1.1067043349788734, + 1.1055725637574936, + -1.0978078060764322, + 1.0858161525449246, + 1.0758267648820194, + 1.0746519217675288, + -1.0722744785019338, + 1.0680980428634637, + 1.0508816772171972, + -1.0502375576147776, + 1.0436287312847348, + 1.043031238529846, + -1.0232792052692106, + -1.0224381779945915, + -1.0193381170969282, + 1.0144844013292988, + 1.00264884480841, + 0.9872390763974497, + -0.9840794198652449, + 0.9803557412295022, + 0.9785947004668742, + 0.9691175430250827, + -0.9672925594355727, + 0.9609043650333687, + 0.9604144561000169, + 0.959706152690402, + 0.953145765880687, + -0.9434034296020697, + -0.9404450753959598, + -0.93781290802293, + 0.9281930147443105, + -0.9178261168089332, + -0.8884123402936034, + -0.8772695595835073, + -0.8743862868328157, + 0.8704255019194238, + -0.8695601432572598, + 0.8684740067337811, + 0.8663339939869684, + 0.8564226841937678, + -0.8538051325048748, + 0.8513271977812931, + -0.848382235203736, + -0.8244932472862833, + -0.8232884770269895, + -0.8204455978328088, + 0.8196120216459626, + 0.8183757751073113, + 0.8154789517229781, + 0.8142583901002756, + -0.81343333483526, + 0.8115033382095621, + -0.8114937207611189, + -0.8107628717302331, + 0.8106575140550393, + 0.8093767880231708, + 0.8076460564673386, + 0.8053452418785902, + -0.7993458204554088, + -0.7947346069780147, + 0.7933287045537939, + -0.7894827435479777, + 0.7874586641130874, + 0.7874510677475145, + -0.7861026866588082, + -0.7733424169546447, + -0.7648757909196111, + -0.7629445148264625, + 0.7618165164085822, + 0.755597502699531, + 0.7554843460228184, + -0.7518719598087757, + 0.7511764447198909, + -0.7439469052689283, + -0.7433765324909339, + -0.7409783511031696, + 0.7409458144648567, + 0.739378668734662, + 0.7319986374804368, + -0.7314885997209699, + 0.7253360564060812, + -0.7234818955988372, + -0.7206444097629511, + 0.7193319998627142, + -0.7187080095610929, + 0.7176396244586875, + -0.7158015812777689, + -0.7107368240559561, + 0.7093154318619754, + -0.7079744095915378, + 0.7055060953099516, + 0.7050524194163184, + 0.6992242195701299, + -0.6979412951694055, + 0.697819446198647, + 0.6965594630452273, + -0.6950574987668919, + 0.6943466123988574, + 0.6927145661553843, + -0.6912017065101529, + -0.6895369335515045, + -0.68604527741083, + -0.685774736330879, + -0.6854681568378269, + 0.6797000647175817, + 0.6786745778053531, + 0.6773730302908059, + -0.6675189180434622, + 0.6667196046504443, + -0.6634342109927454, + 0.6628090375298187, + 0.6627244420906921, + 0.6619020507747555, + -0.6572743884003389, + -0.6549936155617304, + 0.6539483311014284, + -0.6521320974081228, + 0.6506403371766549, + 0.6503846848742648, + -0.6474909930111247, + 0.6459704222830622, + 0.6449694350534765, + -0.6416121742414791, + 0.631300643640285, + 0.6158504052167649, + 0.615496491719089, + -0.6138669062805516, + 0.6116386803577191, + 0.6100426724114015, + 0.6071322365492259, + 0.6022891213641397, + -0.5934563639049539, + 0.5926959411554346, + 0.590622597886811, + 0.5857937524579819, + 0.5856161025516847, + -0.5827775227529743, + 0.5778378135729213, + 0.5723208788632485, + -0.5712612020931225, + -0.5711919671809624, + 0.5683687149057853, + 0.5682837322831812, + -0.5609149697137916, + 0.5577179078163153, + -0.5569902112607462, + 0.5557515660333125, + 0.546365187654737, + -0.5450595556756203, + 0.5404095280202591, + 0.5368458189661522, + -0.5364021070676669, + -0.5352001417308391, + -0.5305813934408385, + -0.5269887158195725, + 0.5257874437052614, + 0.5218197126334696, + -0.5174907686858561, + -0.5149812655084651, + 0.5133227439515126, + 0.5060150158776949, + -0.5034438910539282, + 0.5016021919317429, + -0.5004933424578862, + 0.5004731909439301, + -0.4985938324259734, + 0.49834490901904493, + 0.49622819437136484, + 0.49382469619741315, + -0.4913856966201837, + -0.4878262837612668, + 0.4875159814411936, + 0.4833325656759683, + 0.47979509288634614, + -0.47427072280863625, + -0.4742191547671155, + -0.4689914077495298, + -0.46800343696569846, + -0.4588733091649763, + 0.4587266353068133, + -0.4547544287835303, + 0.45370131860248325, + 0.4515078605366255, + 0.45144046166724505, + 0.45120353698327875, + 0.4508382926113248, + 0.45024947156773143, + 0.44867881539851934, + 0.4430555630476621, + -0.43611811825731295, + -0.434083926445857, + 0.43394604904998296, + 0.43370264414219206, + -0.4263200121514799, + -0.4262539598650316, + 0.4252540580924701, + -0.4220604383968289, + -0.4164377048110844, + 0.4145757459231065, + 0.40959287089586344, + 0.4094632581310543, + 0.4072100008761925, + -0.4065105969855673, + -0.4058013773952878, + 0.3961682357413401, + 0.3949378691786669, + 0.39476947268315526, + 0.39203184145062897, + -0.39173003488977737, + 0.3853744198451417, + -0.3815260614619766, + 0.37996541337213546, + 0.3793579366881872, + 0.3736913577738952, + -0.37135704727146457, + 0.368201172249495, + -0.3635080094516524, + 0.36309591135895564, + 0.36048837350844753, + 0.35967633679555855, + -0.3583913716668533, + 0.3577854227552636, + -0.3567252414263685, + 0.35163534405705643, + 0.3485064665352251, + -0.34187874229312537, + 0.3289893613755258, + -0.3268138409688893, + 0.32579239214081274, + -0.3250387108913453, + 0.32324583362528964, + 0.323207362285101, + -0.3136459048851163, + 0.31005456743808146, + -0.30782542970327603, + -0.30481467140286733, + -0.3047743770806174, + -0.30473872520071593, + 0.3047387003129815, + -0.30209084130272557, + 0.3020442358929014, + 0.3017990605820238, + -0.30100338369296936, + 0.29464925725781177, + -0.292246091595099, + -0.2901574151416694, + 0.28972249242173254, + -0.2882584296001348, + -0.2879277712859541, + 0.2864261800366049, + 0.28552635763528783, + 0.28539479365044007, + 0.28291983996295456, + 0.28056407766106406, + -0.2804085776375439, + 0.2799773603861245, + 0.27845410073100224, + 0.27713466442042983, + 0.27607578603508187, + 0.2744003349206216, + 0.2676641996616018, + 0.26685017439137054, + -0.26644679282803674, + -0.26394130280754147, + -0.2638148193138528, + -0.2595711525982345, + 0.2582506603256297, + -0.249371181849434, + -0.2476562074495205, + 0.247466049685135, + 0.24165038329168062, + 0.24033827485772616, + -0.23582545701056168, + 0.23558659207694455, + -0.23451428515385925, + 0.2343418950948606, + -0.233947537421863, + -0.23344863662745277, + -0.22882157419712112, + 0.22881452631187696, + 0.2264478282349831, + 0.22620847072442907, + -0.22568345368601278, + -0.22546983035298238, + -0.2241982585719216, + 0.21875235373545543, + 0.214830373658716, + 0.21456391370299524, + 0.2145199961295044, + -0.2142361966512127, + 0.2135978975915867, + 0.2126229429005259, + -0.21144781499635062, + 0.21030127375585608, + -0.20987364604542597, + 0.2077479163827922, + 0.207608052084593, + -0.2072241091850968, + 0.20554202917546155, + -0.2051670013037177, + -0.2045491223784269, + -0.2026571892145294, + -0.20018716603374836, + 0.19914774217944783, + -0.1985776137613755, + 0.19856398333407246, + -0.19819534412704815, + 0.19809140708438283, + -0.1966319642490837, + -0.1963776932791956, + -0.19414782048653145, + 0.1938725213737775, + 0.19122480325158947, + 0.19090029420693655, + -0.18987106406653437, + 0.18824993432808507, + 0.18714414226573764, + 0.18702751932669714, + -0.18698128500659672, + -0.18577246119851093, + -0.1849277707976641, + -0.18306971700053068, + 0.1817812353042651, + -0.18163738027390505, + 0.17982679000065763, + 0.17916476072426762, + -0.17549965560432468, + -0.17546061454813913, + -0.1742612481792352, + 0.1741983144707923, + -0.17374529695389485, + -0.17219446537555474, + -0.16977721029480644, + 0.16601968372835, + 0.16453931624361187, + 0.16221122912799446, + -0.1606366780749668, + 0.1598185947655962, + -0.15772768474247612, + 0.15683966653541873, + 0.1548275591947179, + 0.15382819316785257, + -0.15112164333283581, + 0.1504302243378835, + -0.15018998359827734, + 0.14829117491232982, + 0.14700884483821272, + 0.145978524888296, + -0.1447741059342056, + -0.14413543586166444, + 0.14036030368840258, + 0.13767003989245793, + 0.13618970692362098, + 0.13469245763631943, + 0.13351716445035977, + 0.13150176274530365, + -0.1310126277850486, + 0.12866343899181887, + 0.1285011083115089, + -0.1278017519621539, + 0.12642098468994012, + 0.1251396706739742, + -0.12466361577395343, + -0.1203569541163506, + -0.11997120324027041, + -0.11939373957570658, + -0.11801718145160872, + -0.11797739900200732, + 0.11764649665026568, + 0.11523491647682264, + -0.11062301116459419, + -0.10879121176729531, + 0.10760087033239142, + 0.10756398151963419, + -0.10532678597656833, + -0.1027444312541668, + 0.1025002322200988, + -0.0985755819672485, + -0.0969713756861813, + 0.09590818407170114, + -0.094756867463315, + 0.09367251121186232, + -0.09234703129291696, + -0.09056498301987273, + 0.0892138001234692, + -0.08384738601619762, + 0.08350231375472511, + 0.08316713173730496, + -0.0828741230400587, + 0.08232994170157736, + -0.08181404678657353, + 0.08155593203899762, + -0.08121087899490241, + -0.08097021277961827, + 0.08090837544908269, + 0.06858650300191454, + -0.06789595123977325, + -0.06623814277543878, + -0.06618069099118946, + 0.06332506978785843, + 0.06320597484262194, + -0.06265425619831066, + -0.06106362712543546, + 0.06094808941333869, + 0.0567411671346119, + -0.054985182505165764, + -0.054643308778731685, + -0.053401939912677464, + -0.05300365215057982, + 0.052843700619628245, + -0.052291639963513, + -0.05219180452067098, + 0.04896544863423199, + 0.04825782829907057, + -0.04601475676772362, + 0.04486106917904012, + -0.04349594816891322, + 0.04198114272058509, + -0.04090366269869205, + -0.040037421918491294, + -0.03882186041665335, + 0.03861327380570434, + 0.03731535648609948, + -0.03573263399978934, + 0.03523195101164377, + 0.03510747083855725, + -0.034835309019981955, + -0.03476583775501082, + -0.032746720093881625, + 0.03263215284929995, + 0.032036105520211744, + 0.031391792724557076, + -0.031210158437165115, + -0.030151605079154296, + 0.02814404804216069, + 0.025814225825917317, + -0.023851074649224223, + 0.023525377812623587, + -0.023012997225176315, + -0.019806169260428573, + 0.019645618590767994, + 0.019211039699615122, + -0.01897349323386994, + -0.017683590191525284, + 0.017547677470678556, + -0.015109773430814166, + 0.013571162067225582, + 0.012382230914728294, + -0.012380391946145422, + 0.012025239625648483, + 0.011583729471580716, + 0.011240316008393201, + -0.010028999006679569, + 0.009374347721228726, + 0.008355286781768171, + -0.007533022342324001, + -0.007042023954338806, + 0.006798595168838678, + -0.006055334390743086, + -0.004864252853322975, + 0.004498924194486685, + -0.0042478726694378365, + 0.003984036604118706, + -0.0012338283793944802, + -0.0012119468012516546, + 0.001057354626562196, + 0.000863502108404664, + -0.0003465933520357076, + -6.573849820568004e-05, + 1.1000728250788298e-05, + 1.043326535337377e-05, + -1.3841412872330485e-15, + 1.2163665857502547e-15, + -3.355494029655875e-16, + 1.258310261120953e-16, + -4.1943675370698436e-17 + ], + "Absolute Coefficient": [ + 5.203779754713514, + 2.758179935406884, + 2.7536944475213914, + 2.6913019393294446, + 2.512973629073874, + 2.3835611219425705, + 2.3794010784106114, + 2.347297799074535, + 2.305146003006507, + 2.1707886891238597, + 2.081354706656014, + 2.07280643699912, + 2.02558818064156, + 2.0225372593716173, + 1.9355445689390094, + 1.9036674573319252, + 1.8813764894484648, + 1.8494586308610004, + 1.7316305523210649, + 1.7291220410420474, + 1.722274197453609, + 1.718746366149156, + 1.7124288949572402, + 1.7080328665453495, + 1.6864646037924036, + 1.6426490973048038, + 1.6426095152696483, + 1.6206676637653614, + 1.615048224749891, + 1.607147744711234, + 1.5951451942274446, + 1.5779462210652098, + 1.5699230622292806, + 1.5696036187262514, + 1.559753881621219, + 1.544305700846878, + 1.540453172548285, + 1.5351564883690725, + 1.532536463129608, + 1.5231024323635658, + 1.5226701182028313, + 1.5219323177701998, + 1.5096617139080328, + 1.5089911536444216, + 1.4947148125547138, + 1.4714585140620062, + 1.4684916752958255, + 1.4593505664908974, + 1.4510720951014455, + 1.4509863301041266, + 1.4429042568915469, + 1.4370591828527888, + 1.4353704247724413, + 1.4065709906791835, + 1.3873417821125908, + 1.3826266023225051, + 1.3788015603333483, + 1.3774310890570745, + 1.355501433062169, + 1.345648768636609, + 1.3429509203589813, + 1.3279583180586438, + 1.327122613001305, + 1.28929719843488, + 1.2795798516182522, + 1.2792972387114627, + 1.2789528259549328, + 1.2671873093846933, + 1.262374871941892, + 1.2449654546378195, + 1.2106000367846759, + 1.1931129725553895, + 1.1898323892379217, + 1.1713273653653529, + 1.1701374946791168, + 1.165334582184861, + 1.1591658945384933, + 1.157718289951084, + 1.1520976321871108, + 1.1346334572114123, + 1.1334623299692217, + 1.1269360137293156, + 1.1166945137295747, + 1.1158250065471829, + 1.1114248779480467, + 1.1067043349788734, + 1.1055725637574936, + 1.0978078060764322, + 1.0858161525449246, + 1.0758267648820194, + 1.0746519217675288, + 1.0722744785019338, + 1.0680980428634637, + 1.0508816772171972, + 1.0502375576147776, + 1.0436287312847348, + 1.043031238529846, + 1.0232792052692106, + 1.0224381779945915, + 1.0193381170969282, + 1.0144844013292988, + 1.00264884480841, + 0.9872390763974497, + 0.9840794198652449, + 0.9803557412295022, + 0.9785947004668742, + 0.9691175430250827, + 0.9672925594355727, + 0.9609043650333687, + 0.9604144561000169, + 0.959706152690402, + 0.953145765880687, + 0.9434034296020697, + 0.9404450753959598, + 0.93781290802293, + 0.9281930147443105, + 0.9178261168089332, + 0.8884123402936034, + 0.8772695595835073, + 0.8743862868328157, + 0.8704255019194238, + 0.8695601432572598, + 0.8684740067337811, + 0.8663339939869684, + 0.8564226841937678, + 0.8538051325048748, + 0.8513271977812931, + 0.848382235203736, + 0.8244932472862833, + 0.8232884770269895, + 0.8204455978328088, + 0.8196120216459626, + 0.8183757751073113, + 0.8154789517229781, + 0.8142583901002756, + 0.81343333483526, + 0.8115033382095621, + 0.8114937207611189, + 0.8107628717302331, + 0.8106575140550393, + 0.8093767880231708, + 0.8076460564673386, + 0.8053452418785902, + 0.7993458204554088, + 0.7947346069780147, + 0.7933287045537939, + 0.7894827435479777, + 0.7874586641130874, + 0.7874510677475145, + 0.7861026866588082, + 0.7733424169546447, + 0.7648757909196111, + 0.7629445148264625, + 0.7618165164085822, + 0.755597502699531, + 0.7554843460228184, + 0.7518719598087757, + 0.7511764447198909, + 0.7439469052689283, + 0.7433765324909339, + 0.7409783511031696, + 0.7409458144648567, + 0.739378668734662, + 0.7319986374804368, + 0.7314885997209699, + 0.7253360564060812, + 0.7234818955988372, + 0.7206444097629511, + 0.7193319998627142, + 0.7187080095610929, + 0.7176396244586875, + 0.7158015812777689, + 0.7107368240559561, + 0.7093154318619754, + 0.7079744095915378, + 0.7055060953099516, + 0.7050524194163184, + 0.6992242195701299, + 0.6979412951694055, + 0.697819446198647, + 0.6965594630452273, + 0.6950574987668919, + 0.6943466123988574, + 0.6927145661553843, + 0.6912017065101529, + 0.6895369335515045, + 0.68604527741083, + 0.685774736330879, + 0.6854681568378269, + 0.6797000647175817, + 0.6786745778053531, + 0.6773730302908059, + 0.6675189180434622, + 0.6667196046504443, + 0.6634342109927454, + 0.6628090375298187, + 0.6627244420906921, + 0.6619020507747555, + 0.6572743884003389, + 0.6549936155617304, + 0.6539483311014284, + 0.6521320974081228, + 0.6506403371766549, + 0.6503846848742648, + 0.6474909930111247, + 0.6459704222830622, + 0.6449694350534765, + 0.6416121742414791, + 0.631300643640285, + 0.6158504052167649, + 0.615496491719089, + 0.6138669062805516, + 0.6116386803577191, + 0.6100426724114015, + 0.6071322365492259, + 0.6022891213641397, + 0.5934563639049539, + 0.5926959411554346, + 0.590622597886811, + 0.5857937524579819, + 0.5856161025516847, + 0.5827775227529743, + 0.5778378135729213, + 0.5723208788632485, + 0.5712612020931225, + 0.5711919671809624, + 0.5683687149057853, + 0.5682837322831812, + 0.5609149697137916, + 0.5577179078163153, + 0.5569902112607462, + 0.5557515660333125, + 0.546365187654737, + 0.5450595556756203, + 0.5404095280202591, + 0.5368458189661522, + 0.5364021070676669, + 0.5352001417308391, + 0.5305813934408385, + 0.5269887158195725, + 0.5257874437052614, + 0.5218197126334696, + 0.5174907686858561, + 0.5149812655084651, + 0.5133227439515126, + 0.5060150158776949, + 0.5034438910539282, + 0.5016021919317429, + 0.5004933424578862, + 0.5004731909439301, + 0.4985938324259734, + 0.49834490901904493, + 0.49622819437136484, + 0.49382469619741315, + 0.4913856966201837, + 0.4878262837612668, + 0.4875159814411936, + 0.4833325656759683, + 0.47979509288634614, + 0.47427072280863625, + 0.4742191547671155, + 0.4689914077495298, + 0.46800343696569846, + 0.4588733091649763, + 0.4587266353068133, + 0.4547544287835303, + 0.45370131860248325, + 0.4515078605366255, + 0.45144046166724505, + 0.45120353698327875, + 0.4508382926113248, + 0.45024947156773143, + 0.44867881539851934, + 0.4430555630476621, + 0.43611811825731295, + 0.434083926445857, + 0.43394604904998296, + 0.43370264414219206, + 0.4263200121514799, + 0.4262539598650316, + 0.4252540580924701, + 0.4220604383968289, + 0.4164377048110844, + 0.4145757459231065, + 0.40959287089586344, + 0.4094632581310543, + 0.4072100008761925, + 0.4065105969855673, + 0.4058013773952878, + 0.3961682357413401, + 0.3949378691786669, + 0.39476947268315526, + 0.39203184145062897, + 0.39173003488977737, + 0.3853744198451417, + 0.3815260614619766, + 0.37996541337213546, + 0.3793579366881872, + 0.3736913577738952, + 0.37135704727146457, + 0.368201172249495, + 0.3635080094516524, + 0.36309591135895564, + 0.36048837350844753, + 0.35967633679555855, + 0.3583913716668533, + 0.3577854227552636, + 0.3567252414263685, + 0.35163534405705643, + 0.3485064665352251, + 0.34187874229312537, + 0.3289893613755258, + 0.3268138409688893, + 0.32579239214081274, + 0.3250387108913453, + 0.32324583362528964, + 0.323207362285101, + 0.3136459048851163, + 0.31005456743808146, + 0.30782542970327603, + 0.30481467140286733, + 0.3047743770806174, + 0.30473872520071593, + 0.3047387003129815, + 0.30209084130272557, + 0.3020442358929014, + 0.3017990605820238, + 0.30100338369296936, + 0.29464925725781177, + 0.292246091595099, + 0.2901574151416694, + 0.28972249242173254, + 0.2882584296001348, + 0.2879277712859541, + 0.2864261800366049, + 0.28552635763528783, + 0.28539479365044007, + 0.28291983996295456, + 0.28056407766106406, + 0.2804085776375439, + 0.2799773603861245, + 0.27845410073100224, + 0.27713466442042983, + 0.27607578603508187, + 0.2744003349206216, + 0.2676641996616018, + 0.26685017439137054, + 0.26644679282803674, + 0.26394130280754147, + 0.2638148193138528, + 0.2595711525982345, + 0.2582506603256297, + 0.249371181849434, + 0.2476562074495205, + 0.247466049685135, + 0.24165038329168062, + 0.24033827485772616, + 0.23582545701056168, + 0.23558659207694455, + 0.23451428515385925, + 0.2343418950948606, + 0.233947537421863, + 0.23344863662745277, + 0.22882157419712112, + 0.22881452631187696, + 0.2264478282349831, + 0.22620847072442907, + 0.22568345368601278, + 0.22546983035298238, + 0.2241982585719216, + 0.21875235373545543, + 0.214830373658716, + 0.21456391370299524, + 0.2145199961295044, + 0.2142361966512127, + 0.2135978975915867, + 0.2126229429005259, + 0.21144781499635062, + 0.21030127375585608, + 0.20987364604542597, + 0.2077479163827922, + 0.207608052084593, + 0.2072241091850968, + 0.20554202917546155, + 0.2051670013037177, + 0.2045491223784269, + 0.2026571892145294, + 0.20018716603374836, + 0.19914774217944783, + 0.1985776137613755, + 0.19856398333407246, + 0.19819534412704815, + 0.19809140708438283, + 0.1966319642490837, + 0.1963776932791956, + 0.19414782048653145, + 0.1938725213737775, + 0.19122480325158947, + 0.19090029420693655, + 0.18987106406653437, + 0.18824993432808507, + 0.18714414226573764, + 0.18702751932669714, + 0.18698128500659672, + 0.18577246119851093, + 0.1849277707976641, + 0.18306971700053068, + 0.1817812353042651, + 0.18163738027390505, + 0.17982679000065763, + 0.17916476072426762, + 0.17549965560432468, + 0.17546061454813913, + 0.1742612481792352, + 0.1741983144707923, + 0.17374529695389485, + 0.17219446537555474, + 0.16977721029480644, + 0.16601968372835, + 0.16453931624361187, + 0.16221122912799446, + 0.1606366780749668, + 0.1598185947655962, + 0.15772768474247612, + 0.15683966653541873, + 0.1548275591947179, + 0.15382819316785257, + 0.15112164333283581, + 0.1504302243378835, + 0.15018998359827734, + 0.14829117491232982, + 0.14700884483821272, + 0.145978524888296, + 0.1447741059342056, + 0.14413543586166444, + 0.14036030368840258, + 0.13767003989245793, + 0.13618970692362098, + 0.13469245763631943, + 0.13351716445035977, + 0.13150176274530365, + 0.1310126277850486, + 0.12866343899181887, + 0.1285011083115089, + 0.1278017519621539, + 0.12642098468994012, + 0.1251396706739742, + 0.12466361577395343, + 0.1203569541163506, + 0.11997120324027041, + 0.11939373957570658, + 0.11801718145160872, + 0.11797739900200732, + 0.11764649665026568, + 0.11523491647682264, + 0.11062301116459419, + 0.10879121176729531, + 0.10760087033239142, + 0.10756398151963419, + 0.10532678597656833, + 0.1027444312541668, + 0.1025002322200988, + 0.0985755819672485, + 0.0969713756861813, + 0.09590818407170114, + 0.094756867463315, + 0.09367251121186232, + 0.09234703129291696, + 0.09056498301987273, + 0.0892138001234692, + 0.08384738601619762, + 0.08350231375472511, + 0.08316713173730496, + 0.0828741230400587, + 0.08232994170157736, + 0.08181404678657353, + 0.08155593203899762, + 0.08121087899490241, + 0.08097021277961827, + 0.08090837544908269, + 0.06858650300191454, + 0.06789595123977325, + 0.06623814277543878, + 0.06618069099118946, + 0.06332506978785843, + 0.06320597484262194, + 0.06265425619831066, + 0.06106362712543546, + 0.06094808941333869, + 0.0567411671346119, + 0.054985182505165764, + 0.054643308778731685, + 0.053401939912677464, + 0.05300365215057982, + 0.052843700619628245, + 0.052291639963513, + 0.05219180452067098, + 0.04896544863423199, + 0.04825782829907057, + 0.04601475676772362, + 0.04486106917904012, + 0.04349594816891322, + 0.04198114272058509, + 0.04090366269869205, + 0.040037421918491294, + 0.03882186041665335, + 0.03861327380570434, + 0.03731535648609948, + 0.03573263399978934, + 0.03523195101164377, + 0.03510747083855725, + 0.034835309019981955, + 0.03476583775501082, + 0.032746720093881625, + 0.03263215284929995, + 0.032036105520211744, + 0.031391792724557076, + 0.031210158437165115, + 0.030151605079154296, + 0.02814404804216069, + 0.025814225825917317, + 0.023851074649224223, + 0.023525377812623587, + 0.023012997225176315, + 0.019806169260428573, + 0.019645618590767994, + 0.019211039699615122, + 0.01897349323386994, + 0.017683590191525284, + 0.017547677470678556, + 0.015109773430814166, + 0.013571162067225582, + 0.012382230914728294, + 0.012380391946145422, + 0.012025239625648483, + 0.011583729471580716, + 0.011240316008393201, + 0.010028999006679569, + 0.009374347721228726, + 0.008355286781768171, + 0.007533022342324001, + 0.007042023954338806, + 0.006798595168838678, + 0.006055334390743086, + 0.004864252853322975, + 0.004498924194486685, + 0.0042478726694378365, + 0.003984036604118706, + 0.0012338283793944802, + 0.0012119468012516546, + 0.001057354626562196, + 0.000863502108404664, + 0.0003465933520357076, + 6.573849820568004e-05, + 1.1000728250788298e-05, + 1.043326535337377e-05, + 1.3841412872330485e-15, + 1.2163665857502547e-15, + 3.355494029655875e-16, + 1.258310261120953e-16, + 4.1943675370698436e-17 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 90.54545454545453, + "precision": 90.54545454545453, + "recall": 100.0, + "f1": 95.02796661784835 + }, + "selection": { + "precision": 0.7246677939774304, + "recall": 2.035928143712575, + "f1": 1.067851551439535, + "jaccard": 0.5371730921937266 + } + } +} \ No newline at end of file diff --git a/output/regress/Prostate_Cancer/significant_genes_condition_COVID-19.json b/output/regress/Prostate_Cancer/significant_genes_condition_COVID-19.json new file mode 100644 index 0000000000000000000000000000000000000000..053c04af4479745ed32dd26e1f234a951985f3ef --- /dev/null +++ b/output/regress/Prostate_Cancer/significant_genes_condition_COVID-19.json @@ -0,0 +1,1113 @@ +{ + "significant_genes": { + "Variable": [ + "CT47A1", + "GTPBP10", + "COX7A2L", + "ZNF410", + "METTL8", + "HYAL6P", + "ZNF878", + "HSP90AB1", + "C10orf62", + "ANGPTL7", + "RPL23AP7", + "GRAPL", + "MMP7", + "OR1Q1", + "HOXC11", + "HCN1", + "RPL10", + "SYCP2", + "A4GNT", + "PRSS45P", + "TCERG1L", + "RPH3AL", + "GLT6D1", + "AVP", + "SOHLH1", + "GABRR3", + "TAAR8", + "H1-9P", + "OOSP2", + "KIF2B", + "CSAG1", + "NUTM2F", + "FKSG29", + "AASS", + "CFHR4", + "SERPINB10", + "NETO1", + "OR1L8", + "SPANXA2", + "ALX1", + "PDYN", + "WBP2NL", + "LIPI", + "TRIM51", + "TICAM2", + "LRIT1", + "GOLGA8DP", + "ADGRA1", + "LY6K", + "NTF3", + "ZNF578", + "GLIPR1L2", + "DEFB113", + "HMGA2", + "C1QTNF3", + "CPLX4", + "OR2T27", + "LOC284009", + "OR51F2", + "GPATCH1", + "OR51L1", + "TSPAN10", + "LINC00518", + "RFPL4A", + "H2AC1", + "HOXA3", + "FBLN7", + "SSX7", + "TXNIP", + "ATP10A", + "LIN28B", + "GTF2IP1", + "TMCO2", + "CASP12", + "OR52K2", + "SEC14L4", + "OARD1", + "SLCO6A1", + "LCE1C", + "RBM44", + "CACNG6", + "SPATA8", + "ATXN3L", + "MUC7", + "PAGE5", + "REG1B", + "OPN4", + "GLRA2", + "GSTT4", + "KLK8", + "ROBO2", + "CHRNB1", + "CNPY1", + "UGT1A5", + "HBE1", + "PCDH15", + "CFAP54", + "HIGD2B", + "CREG2", + "LRRC4B", + "SLC10A2", + "CLDN6", + "LY6G6E", + "NFIB", + "NKAIN2", + "SNORD8", + "KCNQ1DN", + "UPK1B", + "KRTAP10-10", + "OR2J2", + "ANKRD40CL", + "CEP43", + "GSTM1", + "NPAP1", + "TERB1", + "DEFB103B", + "HK2", + "SNORA79", + "IFNA4", + "SCARNA10", + "GJB6", + "ANKRD34C", + "SBDSP1", + "CYP4F11", + "HTR2C", + "C4orf50", + "ZNF497", + "CCNE1", + "TTTY8", + "TLCD3B", + "PAPSS1", + "REDIC1", + "PPP1R2C", + "GTF2A1L", + "SALL4", + "LNP1", + "TCEAL6", + "ERC2-IT1", + "IL2", + "UPP2", + "CA10", + "KRTAP7-1", + "NEUROD4", + "CRBN", + "CCDC70", + "TASP1", + "POU3F2", + "TBC1D29P", + "SART3", + "IQCF2", + "NAP1L6P", + "TSPY1", + "SERPINB11", + "CETN1", + "RAX", + "NCAN", + "BPIFC", + "IFNL1", + "SBK2", + "NMNAT1", + "MCM3", + "H4C11", + "FERD3L", + "H4C6", + "OR7D2", + "FAM106A", + "H4C3", + "DAD1P1", + "C17orf78", + "KRT84", + "LOC284788", + "FAM181A", + "H2BC10", + "UNC119B", + "PRSS33", + "PDHA2", + "KRTAP10-9", + "KREMEN2", + "TSHR", + "SLC28A2", + "DEFB136", + "MTMR7", + "CYP8B1", + "TBC1D3P2", + "RBM23", + "GTSE1-DT", + "ADAMTS20", + "AP3S2", + "NBPF22P", + "ALPG", + "TCHHL1", + "SERPINE3", + "PSG8", + "SLC2A12", + "GSTT2", + "CNGA3", + "ADCYAP1", + "VSX2", + "PRAMEF4", + "TPM4", + "IFNK", + "LRP2", + "ARL11", + "SPANXN2", + "ALPP", + "GGT8P", + "HTN3", + "ZNF727", + "CIAO1", + "GGT7", + "NYAP2", + "H2BC1", + "EIF4A2", + "CCL15", + "PRAMEF17", + "HSD3B1", + "KRTAP5-11", + "NIPA2", + "LCE6A", + "RPA1", + "TFAMP1", + "DNAI7", + "HYKK", + "RLN3", + "RAET1L", + "ZMYND12", + "TBC1D22B", + "ESPNL", + "MYO3B", + "SLC7A5P1", + "ZIC4", + "SNORA68", + "TEX36", + "HCRT", + "GNAT2", + "OCM2", + "PDILT", + "KHDRBS2", + "PLAGL2", + "FAM170B", + "OR2M3", + "CRYAA", + "PPP1R3B", + "TDRD3", + "RNF151", + "CD300LD", + "OR51B5", + "OR5J2", + "CPA4", + "TYRO3", + "AIPL1", + "H3C8", + "KIR3DX1", + "WDR64", + "C1orf141", + "CRLF2", + "SCRT2", + "NXPH2", + "GBE1", + "FAM181A-AS1", + "NCOR1P1", + "NEUROD2", + "SNORA29", + "EQTN", + "LOC100192426", + "OR51A4", + "SLC35G6", + "CTAG2", + "CDX2", + "SNORA38B", + "IRGC", + "PRKRA", + "LELP1", + "AQP7P3", + "OR10T2", + "LINC00479", + "KCNQ2", + "IL36B", + "MINPP1", + "SCGB3A2", + "TMEM215", + "HAO2", + "P2RX5", + "PASD1", + "CHST14", + "ADCYAP1R1", + "KHDC1L", + "KRTAP10-11", + "LINC00029", + "GYPE", + "PLET1", + "SYNGR4", + "TOB1", + "SPAG6", + "SPTB", + "ACSM6", + "INSL6", + "S100A5", + "CALHM1", + "MAGEA12", + "IDO2", + "DSPP", + "DHH", + "TSPY2", + "BPESC1", + "PPAN-P2RY11", + "NIBAN2", + "WHAMM", + "CCDC116", + "OR56A5", + "SLC39A12", + "NSG2", + "ZNF326", + "HCCAT5", + "NOX3", + "NUP210L", + "HDX", + "OR52H1", + "OR10A5", + "NAALAD2", + "IL36RN", + "ARL17B", + "CACNG3", + "MERTK", + "SOX3", + "FAM209B", + "OR2B11", + "OR1B1", + "KRT37", + "PSORS1C1", + "TEX13B", + "GRXCR2", + "KRT38", + "TUBB8", + "COA1", + "SCARNA18", + "COPS3", + "OR2F1", + "GLT1D1", + "OR2AG1", + "UCA1", + "POLR2J2", + "PRAP1", + "IGLL3P", + "OR5B17", + "NEUROG1", + "FAM174A", + "TREML5P", + "TSSK2", + "VTRNA1-1", + "GAGE2E", + "FAM27E5", + "STON1-GTF2A1L", + "DEFB106A", + "DEFB121", + "KRTAP19-2", + "LCE2D", + "TTTY17A", + "KRTAP19-4", + "OR5H15", + "LCE3B", + "KRTAP20-3", + "TTTY17B" + ], + "Coefficient": [ + -2.9991226900267574, + -2.812753010151448, + 2.4685514990959545, + -2.399193589610648, + -2.158011711543224, + 2.1440193995305785, + -1.9348274080795307, + 1.724021499486996, + -1.6627484055530792, + -1.588905015531489, + 1.573476929770032, + 1.5486897349470927, + 1.529991218131136, + -1.478304674142603, + 1.4694087884626001, + -1.4654398116204999, + 1.452722228553954, + -1.4296916562832516, + 1.3736247726699142, + -1.3453517327197815, + 1.3352829926779988, + 1.3212638141254471, + 1.313326545135596, + 1.298227158617305, + 1.2228075386609436, + -1.21813740281652, + 1.172597582817923, + 1.1674428608600123, + -1.1670790812924723, + 1.1643371630543407, + 1.1600567065908414, + -1.1384680983581152, + -1.1372437170546108, + -1.130349085874114, + 1.0818094799440412, + -1.0711759899947753, + -1.0698684260168518, + -1.052312912876765, + -1.0453188196614955, + 1.0414379285330544, + 1.0376053251187425, + -1.0318383520465009, + -1.0031768794331664, + -0.9882721033042267, + 0.9780673567609656, + -0.9768869480438136, + 0.9363614663004124, + -0.9072273957499133, + 0.9006824090677087, + 0.8978488171136437, + 0.8972499004148212, + 0.8918365875558633, + 0.8639348606534959, + -0.8625314826132315, + -0.8604121355262223, + 0.8489451176993855, + -0.828755058237232, + -0.824736869852132, + 0.812793864639829, + -0.8045360952831212, + 0.7996310850105534, + 0.783198834731331, + 0.7780508032022648, + -0.7775397900313129, + 0.7740489270202868, + 0.7719123616132413, + -0.7706555457256593, + -0.7661606895517978, + 0.7625520971186651, + -0.7522231035306306, + -0.7508988892676685, + -0.7451770620721255, + -0.7424480203167605, + 0.7408097244668019, + 0.7307995475429824, + 0.721570804201254, + 0.7200409040012987, + -0.7073938208651277, + 0.7070769064283993, + 0.6995912607461068, + 0.6988646259945643, + -0.6913415916626818, + 0.6845964138040125, + -0.6753177849629379, + 0.6745056807013362, + -0.6725800542063508, + 0.6706594062756743, + -0.6698897599039688, + 0.6674547728406771, + -0.6659621344748781, + -0.6647717650659175, + 0.6516047462844782, + -0.6441869800181579, + -0.6418352537902431, + 0.6391092257985175, + -0.6231441314007506, + 0.6226654486205349, + -0.611264827111866, + -0.6057692771022496, + 0.6025887005701577, + -0.5987241709785438, + -0.5963767377045962, + -0.595598089627214, + 0.5942241834159494, + 0.5881294083853826, + 0.5766783483021913, + -0.5730438696268458, + -0.5714913925087329, + -0.5681210773222198, + -0.5637120520245411, + -0.5571630488951756, + 0.5545851856123041, + -0.5506946125732876, + -0.5480568688487985, + -0.5456025902674825, + 0.5435108887120107, + -0.538079557390895, + -0.5374878742259356, + 0.5372983569203237, + 0.5369250668530905, + -0.5349266784412157, + -0.5336873707286096, + -0.5291995625120269, + -0.5242453082702851, + 0.5236861911061973, + 0.5219783738756777, + 0.5219308324279114, + -0.5023401812774656, + 0.5016202051425923, + -0.5012011968061526, + 0.5007995027691429, + 0.5007387588589693, + -0.4998792128711281, + 0.49739956829428206, + -0.4930428154267422, + 0.4918751200755528, + 0.4901704325396707, + -0.48862228356574594, + 0.4768429440689298, + -0.47658887858810567, + 0.4719307125270146, + -0.45807173728598705, + -0.45667952670153295, + -0.4519670972902887, + 0.4480539922918069, + 0.4458464182121076, + -0.4437652650782377, + 0.4410675631206533, + 0.4385257953355926, + -0.43695046682284105, + 0.4362625113575936, + 0.4331591657704557, + -0.4241077153618767, + -0.42122258764350773, + -0.419079987679062, + -0.41828881882109126, + 0.4164954783399553, + 0.4115180744284738, + 0.4111503002929528, + 0.40221964176317143, + 0.40115422000999784, + -0.39590543683912954, + -0.3923904530321192, + -0.3843605231018126, + -0.37982483513314985, + 0.3797345018872435, + 0.3766486882715982, + -0.37316959495303076, + 0.3724915531747409, + 0.36963043831566395, + 0.3638930599699376, + -0.3594422139808894, + 0.3579569530809154, + 0.3569356901696315, + -0.35542091099735634, + 0.3435346792780563, + 0.3398725683200308, + 0.33816819008757587, + -0.3286109040910617, + 0.3283026477234753, + 0.3248835797798181, + -0.3237282319068591, + 0.3226959529067575, + 0.32174051895598504, + 0.3212455172402098, + 0.3210203732696439, + -0.3187443734176292, + -0.31786338092693855, + -0.31510393516416785, + -0.31333013516127856, + 0.3099518792981239, + 0.3092192358148767, + -0.30920265554272125, + 0.3091641219505893, + -0.30445262495089986, + -0.3041618713792851, + 0.30342446809979867, + -0.3030466912843862, + -0.29967919188481396, + -0.29862547206099876, + 0.29211017231571307, + -0.28720642400788066, + 0.2812304839957774, + 0.28100469887499213, + -0.27874436656139473, + 0.27600892565003815, + 0.275652521905619, + -0.27237868710360286, + -0.27181456523817793, + 0.26799506444236365, + -0.26770022759311624, + 0.2676507643624592, + 0.26109578382029863, + 0.25750056730624804, + 0.25592772852873635, + -0.2544102203073827, + 0.2529279606069706, + -0.2512896112431337, + 0.24764685727171568, + 0.2470238954298519, + -0.2455153162623034, + 0.24326162144797545, + -0.2394682804774676, + 0.23591181142865622, + -0.23422630500380712, + 0.22524072960957228, + 0.2214628748019432, + -0.21926672963469634, + -0.21724507380481523, + 0.21678251413989605, + -0.2164299939180253, + 0.21603896721011695, + 0.20638531651561934, + 0.20570390169274466, + 0.2030110877717735, + 0.20218928482857884, + 0.2010275764623181, + 0.20084091197322237, + -0.19947631490833434, + -0.19924732332809916, + 0.19848386948430174, + 0.19457212634194324, + -0.19442549664333444, + -0.19249458715280196, + -0.18933900839222242, + -0.18637097731089608, + 0.18418134340573553, + 0.1835600547653639, + -0.18317991258654615, + -0.18274186493740277, + -0.18009894143321772, + -0.17930188653589602, + 0.17382427617600332, + 0.17283400521495812, + 0.17031742021765653, + 0.1691090529180442, + -0.16591039757148512, + 0.16560716648285204, + 0.16550233463250824, + -0.16211634208151887, + 0.16066704247572985, + -0.15866780479566003, + 0.15851833667454698, + 0.1563231934269015, + 0.15155416549697745, + 0.1504339645802083, + 0.15013579950581415, + 0.1495027076393008, + -0.14919090105995117, + 0.14815674691242728, + -0.14114051241074455, + -0.13900823590756367, + -0.13874685565579162, + 0.13691989120829384, + -0.13352286538793143, + 0.13161059225084806, + -0.13126046269033317, + 0.12642422849405677, + -0.1212499062297436, + 0.12012159388314411, + -0.11885510822205163, + -0.11716232620773441, + -0.1161897510246532, + -0.11392969319036497, + -0.11319168986417884, + -0.11151017312695556, + -0.10782464312251787, + 0.10494419343744682, + 0.10450485524683745, + -0.10385916248190981, + -0.09947719150935147, + 0.09584010807680751, + 0.09214144412969917, + 0.09120584346364798, + 0.08970227372033529, + -0.0877704518792707, + 0.08431568363810843, + -0.08177159176526336, + -0.08134780424269265, + 0.08031551378775238, + -0.0798536602313216, + -0.0788901638392953, + 0.07868082005483269, + 0.07395289320807592, + -0.06905018250366697, + -0.06841934328171947, + 0.06486710468188432, + 0.06359827128918885, + -0.06106486587739645, + -0.05902669011235356, + 0.05764899619704376, + -0.05670371589562731, + 0.05188193855631209, + -0.049753835131843345, + -0.04946141257324645, + -0.048649206279387805, + 0.04830636848422141, + 0.04814067859162626, + -0.04508923563354555, + -0.04383629707920538, + -0.04374359054701131, + -0.040041988708907655, + -0.036331083144008465, + 0.03497229383016426, + -0.034698921269947995, + -0.034046741508392674, + -0.03105941521469404, + 0.028983740116640126, + 0.026742251285158853, + -0.025624096119833246, + -0.02530603128964369, + 0.020397602363426304, + 0.019118933229234157, + -0.01785751284737871, + -0.017207121931553968, + 0.015927986395233348, + -0.015680316650482917, + 0.014960941099846643, + -0.013199908374374299, + 0.010618922947138001, + 0.008953571639614149, + -0.007517775667255168, + -0.007330948790704818, + -0.005932300619053146, + -0.005650266368446568, + -0.0054094523836693475, + 0.004751965236171456, + -0.003707732760976376, + 0.0037070725956574965, + -0.0022227977963678227, + -0.002035071847055424, + 0.001290622138774937, + 0.0008899950525153888, + 0.0007621907525064205, + -0.0005822955418663441, + -0.00019869656156512027, + -5.490495088333466e-08, + 4.697691641518225e-15, + -3.691043432621462e-15, + -3.0199446266902874e-15, + 1.34219761186235e-15, + -1.0066482088967625e-15, + 1.0066482088967625e-15 + ], + "Absolute Coefficient": [ + 2.9991226900267574, + 2.812753010151448, + 2.4685514990959545, + 2.399193589610648, + 2.158011711543224, + 2.1440193995305785, + 1.9348274080795307, + 1.724021499486996, + 1.6627484055530792, + 1.588905015531489, + 1.573476929770032, + 1.5486897349470927, + 1.529991218131136, + 1.478304674142603, + 1.4694087884626001, + 1.4654398116204999, + 1.452722228553954, + 1.4296916562832516, + 1.3736247726699142, + 1.3453517327197815, + 1.3352829926779988, + 1.3212638141254471, + 1.313326545135596, + 1.298227158617305, + 1.2228075386609436, + 1.21813740281652, + 1.172597582817923, + 1.1674428608600123, + 1.1670790812924723, + 1.1643371630543407, + 1.1600567065908414, + 1.1384680983581152, + 1.1372437170546108, + 1.130349085874114, + 1.0818094799440412, + 1.0711759899947753, + 1.0698684260168518, + 1.052312912876765, + 1.0453188196614955, + 1.0414379285330544, + 1.0376053251187425, + 1.0318383520465009, + 1.0031768794331664, + 0.9882721033042267, + 0.9780673567609656, + 0.9768869480438136, + 0.9363614663004124, + 0.9072273957499133, + 0.9006824090677087, + 0.8978488171136437, + 0.8972499004148212, + 0.8918365875558633, + 0.8639348606534959, + 0.8625314826132315, + 0.8604121355262223, + 0.8489451176993855, + 0.828755058237232, + 0.824736869852132, + 0.812793864639829, + 0.8045360952831212, + 0.7996310850105534, + 0.783198834731331, + 0.7780508032022648, + 0.7775397900313129, + 0.7740489270202868, + 0.7719123616132413, + 0.7706555457256593, + 0.7661606895517978, + 0.7625520971186651, + 0.7522231035306306, + 0.7508988892676685, + 0.7451770620721255, + 0.7424480203167605, + 0.7408097244668019, + 0.7307995475429824, + 0.721570804201254, + 0.7200409040012987, + 0.7073938208651277, + 0.7070769064283993, + 0.6995912607461068, + 0.6988646259945643, + 0.6913415916626818, + 0.6845964138040125, + 0.6753177849629379, + 0.6745056807013362, + 0.6725800542063508, + 0.6706594062756743, + 0.6698897599039688, + 0.6674547728406771, + 0.6659621344748781, + 0.6647717650659175, + 0.6516047462844782, + 0.6441869800181579, + 0.6418352537902431, + 0.6391092257985175, + 0.6231441314007506, + 0.6226654486205349, + 0.611264827111866, + 0.6057692771022496, + 0.6025887005701577, + 0.5987241709785438, + 0.5963767377045962, + 0.595598089627214, + 0.5942241834159494, + 0.5881294083853826, + 0.5766783483021913, + 0.5730438696268458, + 0.5714913925087329, + 0.5681210773222198, + 0.5637120520245411, + 0.5571630488951756, + 0.5545851856123041, + 0.5506946125732876, + 0.5480568688487985, + 0.5456025902674825, + 0.5435108887120107, + 0.538079557390895, + 0.5374878742259356, + 0.5372983569203237, + 0.5369250668530905, + 0.5349266784412157, + 0.5336873707286096, + 0.5291995625120269, + 0.5242453082702851, + 0.5236861911061973, + 0.5219783738756777, + 0.5219308324279114, + 0.5023401812774656, + 0.5016202051425923, + 0.5012011968061526, + 0.5007995027691429, + 0.5007387588589693, + 0.4998792128711281, + 0.49739956829428206, + 0.4930428154267422, + 0.4918751200755528, + 0.4901704325396707, + 0.48862228356574594, + 0.4768429440689298, + 0.47658887858810567, + 0.4719307125270146, + 0.45807173728598705, + 0.45667952670153295, + 0.4519670972902887, + 0.4480539922918069, + 0.4458464182121076, + 0.4437652650782377, + 0.4410675631206533, + 0.4385257953355926, + 0.43695046682284105, + 0.4362625113575936, + 0.4331591657704557, + 0.4241077153618767, + 0.42122258764350773, + 0.419079987679062, + 0.41828881882109126, + 0.4164954783399553, + 0.4115180744284738, + 0.4111503002929528, + 0.40221964176317143, + 0.40115422000999784, + 0.39590543683912954, + 0.3923904530321192, + 0.3843605231018126, + 0.37982483513314985, + 0.3797345018872435, + 0.3766486882715982, + 0.37316959495303076, + 0.3724915531747409, + 0.36963043831566395, + 0.3638930599699376, + 0.3594422139808894, + 0.3579569530809154, + 0.3569356901696315, + 0.35542091099735634, + 0.3435346792780563, + 0.3398725683200308, + 0.33816819008757587, + 0.3286109040910617, + 0.3283026477234753, + 0.3248835797798181, + 0.3237282319068591, + 0.3226959529067575, + 0.32174051895598504, + 0.3212455172402098, + 0.3210203732696439, + 0.3187443734176292, + 0.31786338092693855, + 0.31510393516416785, + 0.31333013516127856, + 0.3099518792981239, + 0.3092192358148767, + 0.30920265554272125, + 0.3091641219505893, + 0.30445262495089986, + 0.3041618713792851, + 0.30342446809979867, + 0.3030466912843862, + 0.29967919188481396, + 0.29862547206099876, + 0.29211017231571307, + 0.28720642400788066, + 0.2812304839957774, + 0.28100469887499213, + 0.27874436656139473, + 0.27600892565003815, + 0.275652521905619, + 0.27237868710360286, + 0.27181456523817793, + 0.26799506444236365, + 0.26770022759311624, + 0.2676507643624592, + 0.26109578382029863, + 0.25750056730624804, + 0.25592772852873635, + 0.2544102203073827, + 0.2529279606069706, + 0.2512896112431337, + 0.24764685727171568, + 0.2470238954298519, + 0.2455153162623034, + 0.24326162144797545, + 0.2394682804774676, + 0.23591181142865622, + 0.23422630500380712, + 0.22524072960957228, + 0.2214628748019432, + 0.21926672963469634, + 0.21724507380481523, + 0.21678251413989605, + 0.2164299939180253, + 0.21603896721011695, + 0.20638531651561934, + 0.20570390169274466, + 0.2030110877717735, + 0.20218928482857884, + 0.2010275764623181, + 0.20084091197322237, + 0.19947631490833434, + 0.19924732332809916, + 0.19848386948430174, + 0.19457212634194324, + 0.19442549664333444, + 0.19249458715280196, + 0.18933900839222242, + 0.18637097731089608, + 0.18418134340573553, + 0.1835600547653639, + 0.18317991258654615, + 0.18274186493740277, + 0.18009894143321772, + 0.17930188653589602, + 0.17382427617600332, + 0.17283400521495812, + 0.17031742021765653, + 0.1691090529180442, + 0.16591039757148512, + 0.16560716648285204, + 0.16550233463250824, + 0.16211634208151887, + 0.16066704247572985, + 0.15866780479566003, + 0.15851833667454698, + 0.1563231934269015, + 0.15155416549697745, + 0.1504339645802083, + 0.15013579950581415, + 0.1495027076393008, + 0.14919090105995117, + 0.14815674691242728, + 0.14114051241074455, + 0.13900823590756367, + 0.13874685565579162, + 0.13691989120829384, + 0.13352286538793143, + 0.13161059225084806, + 0.13126046269033317, + 0.12642422849405677, + 0.1212499062297436, + 0.12012159388314411, + 0.11885510822205163, + 0.11716232620773441, + 0.1161897510246532, + 0.11392969319036497, + 0.11319168986417884, + 0.11151017312695556, + 0.10782464312251787, + 0.10494419343744682, + 0.10450485524683745, + 0.10385916248190981, + 0.09947719150935147, + 0.09584010807680751, + 0.09214144412969917, + 0.09120584346364798, + 0.08970227372033529, + 0.0877704518792707, + 0.08431568363810843, + 0.08177159176526336, + 0.08134780424269265, + 0.08031551378775238, + 0.0798536602313216, + 0.0788901638392953, + 0.07868082005483269, + 0.07395289320807592, + 0.06905018250366697, + 0.06841934328171947, + 0.06486710468188432, + 0.06359827128918885, + 0.06106486587739645, + 0.05902669011235356, + 0.05764899619704376, + 0.05670371589562731, + 0.05188193855631209, + 0.049753835131843345, + 0.04946141257324645, + 0.048649206279387805, + 0.04830636848422141, + 0.04814067859162626, + 0.04508923563354555, + 0.04383629707920538, + 0.04374359054701131, + 0.040041988708907655, + 0.036331083144008465, + 0.03497229383016426, + 0.034698921269947995, + 0.034046741508392674, + 0.03105941521469404, + 0.028983740116640126, + 0.026742251285158853, + 0.025624096119833246, + 0.02530603128964369, + 0.020397602363426304, + 0.019118933229234157, + 0.01785751284737871, + 0.017207121931553968, + 0.015927986395233348, + 0.015680316650482917, + 0.014960941099846643, + 0.013199908374374299, + 0.010618922947138001, + 0.008953571639614149, + 0.007517775667255168, + 0.007330948790704818, + 0.005932300619053146, + 0.005650266368446568, + 0.0054094523836693475, + 0.004751965236171456, + 0.003707732760976376, + 0.0037070725956574965, + 0.0022227977963678227, + 0.002035071847055424, + 0.001290622138774937, + 0.0008899950525153888, + 0.0007621907525064205, + 0.0005822955418663441, + 0.00019869656156512027, + 5.490495088333466e-08, + 4.697691641518225e-15, + 3.691043432621462e-15, + 3.0199446266902874e-15, + 1.34219761186235e-15, + 1.0066482088967625e-15, + 1.0066482088967625e-15 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 90.54545454545453, + "precision": 90.54545454545453, + "recall": 100.0, + "f1": 95.02796661784835 + }, + "selection": { + "precision": 0.6177172175263301, + "recall": 1.0778443113772456, + "f1": 0.7848145792798908, + "jaccard": 0.39418940684640036 + } + } +} \ No newline at end of file diff --git a/output/regress/Prostate_Cancer/significant_genes_condition_Chronic_kidney_disease.json b/output/regress/Prostate_Cancer/significant_genes_condition_Chronic_kidney_disease.json new file mode 100644 index 0000000000000000000000000000000000000000..5571d62c4353e5be482424f59452b774df791a23 --- /dev/null +++ b/output/regress/Prostate_Cancer/significant_genes_condition_Chronic_kidney_disease.json @@ -0,0 +1,1080 @@ +{ + "significant_genes": { + "Variable": [ + "CT47A1", + "MMP7", + "OR1Q1", + "AASS", + "ZNF878", + "CHKA", + "PLAGL1", + "FAIM", + "COX7A2L", + "HYAL6P", + "OR51L1", + "NCOR1P1", + "RPL23AP7", + "GTPBP10", + "ZNF578", + "TCERG1L", + "H2AC1", + "FBLN7", + "H1-9P", + "ARL11", + "SPRR2B", + "TSPAN10", + "MAGEA12", + "RRH", + "SAFB", + "ADGRA1", + "SPANXA2", + "HBE1", + "WBP2NL", + "PRAMEF1", + "GTSE1-DT", + "GOLGA8DP", + "ADCYAP1", + "ZNF410", + "TAAR8", + "TDRD3", + "OR1L8", + "GLYATL3", + "OOSP2", + "METTL8", + "SSX1", + "OR2B11", + "USP17L6P", + "RAX", + "OPN4", + "GLT6D1", + "SNORA79", + "SOHLH1", + "LAIR2", + "TSPY1", + "SERPINB10", + "MIXL1", + "CFHR4", + "RETN", + "PRAMEF4", + "NBR2", + "TBC1D3P2", + "C17orf78", + "SYCP2", + "PDYN", + "AVP", + "LELP1", + "SLC35G6", + "FKSG29", + "NEUROD2", + "LNP1", + "CLDN6", + "HOXC11", + "DEFB113", + "NCAN", + "GPR151", + "FAM136BP", + "FAM106A", + "OR2T10", + "CRLF2", + "GLIPR1L2", + "BAALC-AS2", + "CELA1", + "FAM181A", + "OR7C2", + "LRIT1", + "PRSS45P", + "SCARNA10", + "LIN28B", + "OR51A4", + "IL2", + "METTL18", + "OR7D2", + "NIPA2", + "ALX1", + "GALNTL5", + "GSTT2", + "UCP1", + "POU3F2", + "ZPR1", + "LRRC4B", + "SLC66A1LP", + "PPP1R2C", + "FERD3L", + "GABRR3", + "TERB1", + "CLLU1-AS1", + "SLC35F3", + "KLHDC8A", + "GRAPL", + "LRP2", + "GGT8P", + "LY6K", + "ZNF735", + "LIPI", + "RPH3AL", + "SPATA8", + "IFNL1", + "TMPRSS11A", + "OR1K1", + "TTTY8", + "NAP1L6P", + "IFNA4", + "HTR2C", + "GBE1", + "SCGB1C1", + "RYBP", + "GSX2", + "SPINK1", + "COL20A1", + "KLK8", + "INGX", + "TGM6", + "CYP4F11", + "VRTN", + "OR51F1", + "LOC646813", + "ZBED10P", + "DQX1", + "RPL10", + "TXNIP", + "REG1B", + "SCEL", + "CCDC177", + "TFAMP1", + "CMTM2", + "GSTM1", + "GLRA2", + "C1orf141", + "ATXN3L", + "KIF2B", + "ZIC4", + "PPP1R3B", + "SYNGR4", + "OR10A5", + "SPINK8", + "SLC2A7", + "TMT1B", + "HTN3", + "RIMBP3C", + "LCE1C", + "FAM215A", + "LINC00112", + "FNTB", + "OR52N2", + "C12orf56", + "CIAO1", + "OR13F1", + "PTGDR", + "KHDC1L", + "CCDC70", + "SNORA36B", + "SNORA29", + "CD300LD", + "OR2A7", + "IRGC", + "ZNF727", + "A4GNT", + "CASP12", + "SLC7A5", + "CCDC116", + "CNPY1", + "ROS1", + "CFAP74", + "TTTY6B", + "OR2AG1", + "OR52A1", + "ABCC13", + "OR2M3", + "F8A1", + "LOC284009", + "SAGE1", + "UMOD", + "CCDC42", + "CRBN", + "PSG8", + "CHRNB1", + "SPEM1", + "SLC35E2B", + "FOXD4L3", + "MS4A10", + "CST5", + "PP2D1", + "F2RL3", + "UPP2", + "ZNF764", + "ANKRD34C", + "STAG3L1", + "SAP30", + "TGIF2LX", + "SLC25A43", + "LINC00518", + "C1QTNF8", + "NMNAT1", + "UNC119B", + "RBMXL3", + "CPLX4", + "PLAGL2", + "KCNK18", + "CCNE1", + "KRT76", + "OARD1", + "BAGE", + "RBM23", + "UTF1", + "C10orf62", + "VN1R4", + "RPL9", + "PDCL2", + "GRB2", + "DNAJB8", + "LHX9", + "SPANXN2", + "SLIRP-OT1", + "OR10G4", + "EGR2", + "PRAMEF17", + "BEND2", + "C4orf50", + "MED20", + "MROH8", + "XKR9", + "RXFP2", + "OR6K3", + "REDIC1", + "LIM2", + "NPAP1", + "HCRT", + "TMEM215", + "RXFP1", + "LINC00029", + "IFNK", + "SIX3", + "OR4A16", + "ATP5MGL", + "CREG2", + "MAGEB1", + "TBC1D28", + "SLC2A11", + "LMX1A", + "PEG3-AS1", + "GOT1L1", + "CHCT1", + "SNORA14A", + "OR2T12", + "OR2T27", + "LECT2", + "CTAG2", + "DSPP", + "COPS3", + "FLG2", + "IHH", + "HTR5A", + "HAO2", + "NOTO", + "KCNQ1DN", + "OR11H1", + "PRDM14", + "C22orf42", + "SLC4A10", + "PAPSS1", + "IL1RAPL1", + "PDHA2", + "MFSD13A", + "ZFAND2A", + "KIR3DX1", + "PNPLA3", + "SLC10A2", + "PSG2", + "H4C12", + "DEFB136", + "OR4X2", + "MBD3L1", + "KRTAP12-1", + "CIBAR1P2", + "C16orf78", + "ADH4", + "H4C11", + "KRT38", + "ALPP", + "SLC17A1", + "PELO", + "TMEM242", + "H2BC10", + "PRAMEF9", + "TAFA3", + "FAM90A7", + "RFPL2", + "FAM25G", + "HSF5", + "GSTT4", + "KRTAP13-2", + "PRSS33", + "PLA2G12B", + "PPAN-P2RY11", + "GTF2A1L", + "OR52K2", + "PRKRA", + "KRTAP10-9", + "NFIB", + "CD55", + "TSHR", + "CEP43", + "KRTAP10-11", + "TAS2R7", + "CNGA2", + "DAND5", + "DBX2", + "NXF5", + "S100A7A", + "RPS28", + "OR5B17", + "HSP90AB1", + "TREML5P", + "KREMEN2", + "KRTAP19-2", + "TSSK2", + "DEFB121", + "HK2", + "VTRNA1-1", + "SPACA7", + "LCE2D", + "DEFB106A", + "RBMY1B", + "PRR20A", + "OR5H15", + "TTTY17A", + "DEFB122", + "PRR20B", + "TTTY19", + "DEFB128", + "KRTAP22-1", + "RBMY1F", + "TTTY17B", + "LCE3B", + "DEFB130A", + "KRTAP20-3" + ], + "Coefficient": [ + -3.6374023277534833, + 3.0249199251523593, + -1.883002069876327, + -1.8214464053546464, + -1.820449728040357, + 1.7775346764362954, + 1.7711074412865202, + 1.7419733808890987, + 1.6849791285629139, + 1.625131383493427, + 1.6107662021547628, + 1.5448738253956138, + 1.5281221382428911, + -1.4857844905965913, + 1.3799500574202, + 1.3649026929713743, + 1.3598596931310456, + -1.3323813741797825, + 1.322758387304711, + 1.292904056612257, + -1.283505553549293, + 1.260343312161663, + 1.2577401411606322, + 1.2495933275242395, + 1.24463332812047, + -1.238532779398373, + -1.237930957577339, + 1.2234512976945715, + -1.215331992678133, + -1.194599009308585, + 1.18320688960319, + 1.1707537527121903, + 1.1124549118115534, + -1.1061516439886432, + 1.0930521454377466, + -1.077110497208755, + -1.0545749625028076, + -1.0411845580438293, + -1.0361451155487518, + -1.0356109007833787, + 1.0335160561929873, + -1.0244560745448643, + 1.0205731297488563, + -1.0195180903585672, + 0.9852466874962637, + 0.9729182318628808, + -0.9643602523200749, + 0.9610223220934367, + -0.9512746168302372, + 0.9502198130213575, + -0.9265909637593907, + 0.9173132505225019, + 0.9124498670434817, + -0.9062343109694426, + -0.8945696622524181, + -0.8945461159951149, + 0.8933910697534371, + 0.8733037948385051, + -0.8609444483519313, + 0.8575987930759439, + 0.8445574027845956, + -0.8363353996572254, + 0.8342399180433735, + -0.8326549482781165, + -0.8237832572567957, + 0.8195588740882792, + -0.7945945426974275, + 0.7808321844061731, + 0.7752789179280495, + -0.7740222952732184, + -0.7696316748552834, + 0.7566908085949738, + 0.748713832161794, + 0.747723311838458, + 0.7437175879442283, + 0.7429892956651064, + -0.7402811995282425, + -0.7399003366261327, + -0.7240646315931432, + -0.7182639447916066, + -0.7052054834176609, + -0.7048281838956206, + 0.6974025989923388, + -0.6936129990275618, + 0.6912618491865111, + 0.69072533707989, + 0.6819865602653417, + -0.6793564614745093, + -0.6651636918928869, + 0.6584187256065107, + 0.6519886962532067, + -0.6505885499185409, + 0.6355104903262522, + -0.6337768272041624, + -0.6315436757396004, + 0.6275407125035506, + -0.621851961698524, + -0.6200920579154525, + -0.6192645886448743, + -0.6189966770369049, + -0.6185223440772438, + -0.6143207996628207, + 0.6034987961423081, + -0.6006158923205096, + 0.5991387736346833, + -0.5949913394119367, + 0.5947582764620641, + 0.5943709527997003, + 0.5908788233532806, + -0.5812784910898114, + 0.5706766584808729, + -0.5624101549335715, + 0.5605997937500462, + 0.5531517151326643, + 0.5525751502435244, + 0.5519973899738656, + 0.5506924763919384, + 0.5430141604255239, + 0.542850250351353, + 0.5404379113199727, + 0.5379026140637269, + 0.5368289183897065, + -0.535049496446633, + -0.5342069026394157, + 0.5332686249698618, + -0.5255237607002827, + -0.5215039213831532, + 0.5199476611843096, + -0.5049410159075682, + 0.5023160673788053, + 0.49521399325057464, + 0.48665003030617193, + -0.48005473045545866, + -0.47598482862902414, + 0.47014440465028856, + 0.46966860354134404, + -0.4670096647837895, + -0.4581595649678659, + -0.4570225444718255, + -0.4460933345764771, + -0.44194443926989735, + -0.43617946727327145, + -0.4300222322352153, + 0.4279300588736829, + 0.4253412058982587, + 0.4211510660755524, + -0.41517025416022724, + -0.414806017132397, + 0.4134215915313631, + -0.39136271650212334, + -0.39053629810939516, + -0.3848169559022715, + -0.3793767743477601, + 0.3714734014200418, + 0.36821599246566616, + 0.3666089152538517, + -0.363283818004076, + 0.3586542083919507, + 0.35580311991890057, + 0.3527908275583569, + 0.34416619697771555, + -0.33824108673667297, + 0.3341942940702179, + 0.3317746073903755, + -0.3302032771254568, + 0.32892128657376296, + -0.3272873878670714, + 0.3260623339598659, + -0.3223352439130828, + 0.3194518961812849, + -0.3191911422392486, + -0.3177986468793791, + 0.3156000116525261, + 0.30812675414441726, + -0.30548654906711414, + -0.3053843391500063, + -0.3007947603990285, + 0.2952543466487459, + 0.2921866445148062, + -0.29152439415649645, + 0.2912711434621393, + 0.28910638553187296, + -0.2879888416195075, + 0.28586716072543505, + 0.28558579891726366, + -0.28100854153625515, + -0.2785387376829772, + 0.27580173870096364, + -0.27194811559366633, + -0.26813349154980304, + -0.26714978530497335, + 0.2636361416402154, + -0.2626302916504208, + 0.2614056319460933, + -0.25579782072001644, + -0.25485320703785963, + -0.2507782399845266, + 0.24999796576248826, + -0.2436608743048804, + -0.23981269580509385, + 0.2374988114444619, + -0.23347947905808888, + -0.23176488521009211, + 0.23134786716112143, + 0.22979830939985094, + -0.22845698477557858, + 0.2225843134481783, + -0.22197785229862693, + 0.2199806801608934, + 0.2193429594092955, + 0.21870255151400064, + 0.21695504306906715, + -0.2159721262359605, + 0.2145497887031334, + -0.2126232059098612, + -0.21172512114877742, + 0.2097290774290702, + 0.20471498526255985, + 0.2015869809640034, + -0.19765123836169854, + -0.19610147792901086, + 0.19587659628924747, + -0.19466569243374238, + 0.19378015525350425, + 0.19364751540745484, + -0.19002902630453333, + -0.18803650055437415, + 0.18712962144907522, + 0.1863918215298517, + -0.1856349150279373, + -0.17792592955678624, + 0.1773074728366419, + -0.17544458725879905, + 0.17353870774982375, + 0.1725699306394729, + 0.17163309926447634, + 0.17048611887504395, + -0.16965239258285766, + 0.1695743324617456, + 0.1656032922888181, + 0.1654484491810733, + -0.16533431986295574, + 0.16280684236051102, + -0.16248064361869238, + 0.16078763971755897, + 0.16075165937923291, + 0.1594022275841568, + 0.15623058554637217, + 0.15597747079243376, + 0.15567245859220488, + -0.15463850400253096, + 0.15386934307786013, + 0.15073761600603922, + 0.14623358006452294, + 0.1457750856776021, + -0.14541115946534072, + -0.14331186043021973, + -0.1387077063754808, + -0.1362170667534822, + -0.13297693191687607, + -0.12055902006650777, + -0.11654287025897386, + 0.10771764809976041, + -0.10687542860663783, + -0.10554430071025461, + 0.10499738662701728, + 0.10262820646035098, + -0.09925089487003413, + -0.09797877172991412, + -0.09654175247577536, + -0.0961496562743548, + 0.09384920168311427, + -0.09067978266449365, + -0.08988124492694224, + 0.08969874679068147, + 0.08911800849380228, + -0.08877931836581071, + 0.08805223624669288, + -0.08610818834303699, + -0.08539136804171969, + 0.08503379415837, + -0.08420787016273272, + -0.08245835250760347, + 0.08050118143824463, + -0.07973526620903051, + 0.07695845138621007, + 0.07232440561476473, + -0.07042239576137241, + 0.0665897150637429, + 0.06352029544972002, + -0.06272797031257395, + -0.06253895248372995, + -0.0620952093067158, + 0.061142498056913824, + -0.059109423053077835, + 0.057012775591804406, + 0.056679154902382275, + 0.05517893414150193, + 0.05030829728364943, + -0.04916187164352287, + 0.047819940464847714, + -0.047049288978002715, + -0.04619920136139501, + 0.04422076091511257, + 0.04370185668603761, + 0.04299501372804889, + -0.041076511988977576, + -0.04084553746360904, + -0.03951141867064563, + -0.030493226262496637, + 0.025825172300304483, + 0.02486199749119139, + -0.024517391015641807, + 0.02393511053730466, + 0.02156362870079687, + -0.021546080992247536, + -0.020573897257012575, + 0.0183699599282196, + 0.01608088601566245, + -0.016016135171242625, + 0.01439511697871572, + -0.014323397870937789, + -0.013812771681356384, + 0.012394449495403343, + -0.009778002037701143, + 0.008970610242007203, + -0.008463518862943376, + 0.007558423813934703, + -0.007474523385859357, + 0.007004214707229675, + -0.006022979407167102, + 0.005456600035110722, + -0.002668213119248187, + -0.0021833750484422216, + -0.0019332508041519213, + 0.0004551658985572794, + -4.3734748114880623e-05, + 2.821063647283693e-05, + 1.5003966917136007e-06, + 8.574879561907594e-08, + -6.375438656346162e-15, + 3.691043432621462e-15, + -2.6843952237247e-15, + -1.34219761186235e-15, + 1.0066482088967625e-15, + 1.0066482088967625e-15, + 1.0066482088967625e-15, + 1.0066482088967625e-15, + 1.0066482088967625e-15, + 6.71098805931175e-16, + 6.71098805931175e-16, + -3.355494029655875e-16 + ], + "Absolute Coefficient": [ + 3.6374023277534833, + 3.0249199251523593, + 1.883002069876327, + 1.8214464053546464, + 1.820449728040357, + 1.7775346764362954, + 1.7711074412865202, + 1.7419733808890987, + 1.6849791285629139, + 1.625131383493427, + 1.6107662021547628, + 1.5448738253956138, + 1.5281221382428911, + 1.4857844905965913, + 1.3799500574202, + 1.3649026929713743, + 1.3598596931310456, + 1.3323813741797825, + 1.322758387304711, + 1.292904056612257, + 1.283505553549293, + 1.260343312161663, + 1.2577401411606322, + 1.2495933275242395, + 1.24463332812047, + 1.238532779398373, + 1.237930957577339, + 1.2234512976945715, + 1.215331992678133, + 1.194599009308585, + 1.18320688960319, + 1.1707537527121903, + 1.1124549118115534, + 1.1061516439886432, + 1.0930521454377466, + 1.077110497208755, + 1.0545749625028076, + 1.0411845580438293, + 1.0361451155487518, + 1.0356109007833787, + 1.0335160561929873, + 1.0244560745448643, + 1.0205731297488563, + 1.0195180903585672, + 0.9852466874962637, + 0.9729182318628808, + 0.9643602523200749, + 0.9610223220934367, + 0.9512746168302372, + 0.9502198130213575, + 0.9265909637593907, + 0.9173132505225019, + 0.9124498670434817, + 0.9062343109694426, + 0.8945696622524181, + 0.8945461159951149, + 0.8933910697534371, + 0.8733037948385051, + 0.8609444483519313, + 0.8575987930759439, + 0.8445574027845956, + 0.8363353996572254, + 0.8342399180433735, + 0.8326549482781165, + 0.8237832572567957, + 0.8195588740882792, + 0.7945945426974275, + 0.7808321844061731, + 0.7752789179280495, + 0.7740222952732184, + 0.7696316748552834, + 0.7566908085949738, + 0.748713832161794, + 0.747723311838458, + 0.7437175879442283, + 0.7429892956651064, + 0.7402811995282425, + 0.7399003366261327, + 0.7240646315931432, + 0.7182639447916066, + 0.7052054834176609, + 0.7048281838956206, + 0.6974025989923388, + 0.6936129990275618, + 0.6912618491865111, + 0.69072533707989, + 0.6819865602653417, + 0.6793564614745093, + 0.6651636918928869, + 0.6584187256065107, + 0.6519886962532067, + 0.6505885499185409, + 0.6355104903262522, + 0.6337768272041624, + 0.6315436757396004, + 0.6275407125035506, + 0.621851961698524, + 0.6200920579154525, + 0.6192645886448743, + 0.6189966770369049, + 0.6185223440772438, + 0.6143207996628207, + 0.6034987961423081, + 0.6006158923205096, + 0.5991387736346833, + 0.5949913394119367, + 0.5947582764620641, + 0.5943709527997003, + 0.5908788233532806, + 0.5812784910898114, + 0.5706766584808729, + 0.5624101549335715, + 0.5605997937500462, + 0.5531517151326643, + 0.5525751502435244, + 0.5519973899738656, + 0.5506924763919384, + 0.5430141604255239, + 0.542850250351353, + 0.5404379113199727, + 0.5379026140637269, + 0.5368289183897065, + 0.535049496446633, + 0.5342069026394157, + 0.5332686249698618, + 0.5255237607002827, + 0.5215039213831532, + 0.5199476611843096, + 0.5049410159075682, + 0.5023160673788053, + 0.49521399325057464, + 0.48665003030617193, + 0.48005473045545866, + 0.47598482862902414, + 0.47014440465028856, + 0.46966860354134404, + 0.4670096647837895, + 0.4581595649678659, + 0.4570225444718255, + 0.4460933345764771, + 0.44194443926989735, + 0.43617946727327145, + 0.4300222322352153, + 0.4279300588736829, + 0.4253412058982587, + 0.4211510660755524, + 0.41517025416022724, + 0.414806017132397, + 0.4134215915313631, + 0.39136271650212334, + 0.39053629810939516, + 0.3848169559022715, + 0.3793767743477601, + 0.3714734014200418, + 0.36821599246566616, + 0.3666089152538517, + 0.363283818004076, + 0.3586542083919507, + 0.35580311991890057, + 0.3527908275583569, + 0.34416619697771555, + 0.33824108673667297, + 0.3341942940702179, + 0.3317746073903755, + 0.3302032771254568, + 0.32892128657376296, + 0.3272873878670714, + 0.3260623339598659, + 0.3223352439130828, + 0.3194518961812849, + 0.3191911422392486, + 0.3177986468793791, + 0.3156000116525261, + 0.30812675414441726, + 0.30548654906711414, + 0.3053843391500063, + 0.3007947603990285, + 0.2952543466487459, + 0.2921866445148062, + 0.29152439415649645, + 0.2912711434621393, + 0.28910638553187296, + 0.2879888416195075, + 0.28586716072543505, + 0.28558579891726366, + 0.28100854153625515, + 0.2785387376829772, + 0.27580173870096364, + 0.27194811559366633, + 0.26813349154980304, + 0.26714978530497335, + 0.2636361416402154, + 0.2626302916504208, + 0.2614056319460933, + 0.25579782072001644, + 0.25485320703785963, + 0.2507782399845266, + 0.24999796576248826, + 0.2436608743048804, + 0.23981269580509385, + 0.2374988114444619, + 0.23347947905808888, + 0.23176488521009211, + 0.23134786716112143, + 0.22979830939985094, + 0.22845698477557858, + 0.2225843134481783, + 0.22197785229862693, + 0.2199806801608934, + 0.2193429594092955, + 0.21870255151400064, + 0.21695504306906715, + 0.2159721262359605, + 0.2145497887031334, + 0.2126232059098612, + 0.21172512114877742, + 0.2097290774290702, + 0.20471498526255985, + 0.2015869809640034, + 0.19765123836169854, + 0.19610147792901086, + 0.19587659628924747, + 0.19466569243374238, + 0.19378015525350425, + 0.19364751540745484, + 0.19002902630453333, + 0.18803650055437415, + 0.18712962144907522, + 0.1863918215298517, + 0.1856349150279373, + 0.17792592955678624, + 0.1773074728366419, + 0.17544458725879905, + 0.17353870774982375, + 0.1725699306394729, + 0.17163309926447634, + 0.17048611887504395, + 0.16965239258285766, + 0.1695743324617456, + 0.1656032922888181, + 0.1654484491810733, + 0.16533431986295574, + 0.16280684236051102, + 0.16248064361869238, + 0.16078763971755897, + 0.16075165937923291, + 0.1594022275841568, + 0.15623058554637217, + 0.15597747079243376, + 0.15567245859220488, + 0.15463850400253096, + 0.15386934307786013, + 0.15073761600603922, + 0.14623358006452294, + 0.1457750856776021, + 0.14541115946534072, + 0.14331186043021973, + 0.1387077063754808, + 0.1362170667534822, + 0.13297693191687607, + 0.12055902006650777, + 0.11654287025897386, + 0.10771764809976041, + 0.10687542860663783, + 0.10554430071025461, + 0.10499738662701728, + 0.10262820646035098, + 0.09925089487003413, + 0.09797877172991412, + 0.09654175247577536, + 0.0961496562743548, + 0.09384920168311427, + 0.09067978266449365, + 0.08988124492694224, + 0.08969874679068147, + 0.08911800849380228, + 0.08877931836581071, + 0.08805223624669288, + 0.08610818834303699, + 0.08539136804171969, + 0.08503379415837, + 0.08420787016273272, + 0.08245835250760347, + 0.08050118143824463, + 0.07973526620903051, + 0.07695845138621007, + 0.07232440561476473, + 0.07042239576137241, + 0.0665897150637429, + 0.06352029544972002, + 0.06272797031257395, + 0.06253895248372995, + 0.0620952093067158, + 0.061142498056913824, + 0.059109423053077835, + 0.057012775591804406, + 0.056679154902382275, + 0.05517893414150193, + 0.05030829728364943, + 0.04916187164352287, + 0.047819940464847714, + 0.047049288978002715, + 0.04619920136139501, + 0.04422076091511257, + 0.04370185668603761, + 0.04299501372804889, + 0.041076511988977576, + 0.04084553746360904, + 0.03951141867064563, + 0.030493226262496637, + 0.025825172300304483, + 0.02486199749119139, + 0.024517391015641807, + 0.02393511053730466, + 0.02156362870079687, + 0.021546080992247536, + 0.020573897257012575, + 0.0183699599282196, + 0.01608088601566245, + 0.016016135171242625, + 0.01439511697871572, + 0.014323397870937789, + 0.013812771681356384, + 0.012394449495403343, + 0.009778002037701143, + 0.008970610242007203, + 0.008463518862943376, + 0.007558423813934703, + 0.007474523385859357, + 0.007004214707229675, + 0.006022979407167102, + 0.005456600035110722, + 0.002668213119248187, + 0.0021833750484422216, + 0.0019332508041519213, + 0.0004551658985572794, + 4.3734748114880623e-05, + 2.821063647283693e-05, + 1.5003966917136007e-06, + 8.574879561907594e-08, + 6.375438656346162e-15, + 3.691043432621462e-15, + 2.6843952237247e-15, + 1.34219761186235e-15, + 1.0066482088967625e-15, + 1.0066482088967625e-15, + 1.0066482088967625e-15, + 1.0066482088967625e-15, + 1.0066482088967625e-15, + 6.71098805931175e-16, + 6.71098805931175e-16, + 3.355494029655875e-16 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 90.72727272727272, + "precision": 91.01198529638897, + "recall": 99.6019801980198, + "f1": 95.10157627631652 + }, + "selection": { + "precision": 0.7105009656956168, + "recall": 1.1976047904191618, + "f1": 0.8915756099156853, + "jaccard": 0.4481786661801352 + } + } +} \ No newline at end of file diff --git a/output/regress/Prostate_Cancer/significant_genes_condition_Chronic_obstructive_pulmonary_disease_(COPD).json b/output/regress/Prostate_Cancer/significant_genes_condition_Chronic_obstructive_pulmonary_disease_(COPD).json new file mode 100644 index 0000000000000000000000000000000000000000..5019b559d1e7bd07f2c45c8b1d038c4f5c7f661d --- /dev/null +++ b/output/regress/Prostate_Cancer/significant_genes_condition_Chronic_obstructive_pulmonary_disease_(COPD).json @@ -0,0 +1,1698 @@ +{ + "significant_genes": { + "Variable": [ + "CT47A1", + "APEX2", + "OARD1", + "LNP1", + "AASS", + "OR1Q1", + "ZNF410", + "HYAL6P", + "C17orf78", + "OPN4", + "PLAGL1", + "PLAGL2", + "AVP", + "CFAP54", + "CHRNB1", + "C10orf62", + "KLK8", + "PABPC1P2", + "SPAG6", + "GOLGA8DP", + "COX7A2L", + "FAIM", + "SND1", + "CHKA", + "MMP7", + "GBE1", + "ALX1", + "BAGE", + "TSPY1", + "H1-9P", + "CREG2", + "ZNF878", + "NUFIP1", + "HTN3", + "CIAO1", + "UNC119B", + "TAAR8", + "SLC10A2", + "TMCO2", + "OOSP2", + "TLX1", + "FKSG29", + "TFB1M", + "PRSS45P", + "TCHHL1", + "XRCC1", + "SERPINB10", + "RIMBP3C", + "SLC35F3", + "PRAMEF4", + "CRLF2", + "DEDD2", + "PRKRA", + "SLC35G6", + "ZNF578", + "SLC25A23", + "SLC30A3", + "EIF4A2", + "HEMGN", + "HOXD9", + "GTPBP10", + "TRIM51", + "SLCO6A1", + "PELO", + "CNPY1", + "SPANXA2", + "IRS1", + "ALLC", + "A4GNT", + "MSX2P1", + "GABRR3", + "FERD3L", + "WBP2NL", + "CD300LD", + "C4orf50", + "TMEM88B", + "SAFB", + "PPP1R3B", + "EXOC2", + "OR2J2", + "SLC35E2B", + "NKAIN2", + "HOXC11", + "ZPR1", + "UPP2", + "LCE1C", + "HOXA3", + "PTENP1", + "BEND2", + "SDHAF3", + "SAP30", + "NSG2", + "SOHLH1", + "TBC1D28", + "ZNF497", + "FAM227B", + "HSP90AB1", + "OR52K2", + "KIF2B", + "MED20", + "SBK2", + "GRIPAP1", + "HCRT", + "IQCF2", + "OR51L1", + "ADGRA1", + "GLIPR1L2", + "FBLN7", + "GPR151", + "SSX7", + "GTF2A1L", + "POU3F2", + "LOC284009", + "OR7G1", + "HBE1", + "OR1L8", + "TSPAN10", + "ANGPTL7", + "FAM181A", + "OTUD7B", + "ZNF727", + "IL2", + "EFCAB6", + "GLT6D1", + "NIBAN2", + "TEX13B", + "PCDHGC5", + "CCDC70", + "CCDC74A", + "OR7D2", + "GSTM1", + "SNORA38B", + "SYCP2", + "CPLX4", + "TRPM1", + "TCERG1L", + "LELP1", + "USP17L2", + "TXNIP", + "PDYN", + "AP3S2", + "CEP43", + "MAGEA12", + "GLRA2", + "H3C4", + "ROS1", + "CCDC116", + "RPL23AP7", + "GGT8P", + "SBDSP1", + "DLGAP1", + "TSPY3", + "GOLGA8IP", + "TBC1D22B", + "SLC35B2", + "MROH2B", + "PTPRT", + "LFNG", + "SCGB1C1", + "ST20", + "HYKK", + "C5AR2", + "CFHR4", + "RETN", + "HSF5", + "COL20A1", + "GTF2IP1", + "OR2T27", + "IHH", + "SLC25A51", + "CDH6", + "BID", + "FAM170A", + "MUC7", + "PRG1", + "PPFIBP2", + "ZNF764", + "SCARNA10", + "MRGPRG-AS1", + "TEX29", + "NPAP1", + "C5orf47", + "LRIT1", + "SCML2", + "DDX11L2", + "PLET1", + "SALL4", + "SPATA31E1", + "SPAG11A", + "PPP2R2C", + "DYRK1B", + "HSD3B1", + "INGX", + "FAM106A", + "DIRC1", + "GARIN5B", + "SPATA8", + "KRTAP7-1", + "TAF15", + "NUDT9P1", + "XKR9", + "UPK1B", + "TGM6", + "CEP170P1", + "LY6K", + "IRGC", + "HAO2", + "GLT1D1", + "SLC8A3", + "GSTT2", + "SPATA22", + "CLDN10", + "KRTAP10-1", + "P2RX5", + "SPATA31H1", + "SHLD2P3", + "HTR2C", + "HYAL3", + "NFIB", + "NOTO", + "RRH", + "SNORA79", + "NOX3", + "OR52A1", + "OR52M1", + "MAPK10", + "UCP1", + "METTL18", + "RPH3AL", + "EQTN", + "SLC15A2", + "TRAK1", + "CFHR1", + "KRT38", + "PRSS3", + "CCDC177", + "TRIM6-TRIM34", + "PRSS1", + "RYBP", + "OR13F1", + "DHH", + "FSTL5", + "LIN28B", + "FOXR2", + "GABRB1", + "BAALC-AS2", + "HIGD2B", + "SLC7A5P1", + "SPP1", + "ALPP", + "ANGPT4", + "KRTAP2-2", + "SERPINB11", + "OR51F2", + "KRTAP4-1", + "NETO1", + "PSORS1C1", + "GYPA", + "HEXA-AS1", + "GSTT4", + "CRBN", + "PRSS33", + "TRAPPC3L", + "NIPA2", + "PRAP1", + "TUBB8", + "H3C2", + "MTMR7", + "MYO3B", + "CPO", + "TDH", + "DEFB103B", + "TSNAX-DISC1", + "CTSH", + "SPRR2B", + "H2BW1", + "OR4C45", + "ATXN3L", + "GTSE1-DT", + "SOX8", + "OPALIN", + "GPR3", + "PMCH", + "OR51F1", + "COPS3", + "OR51A4", + "LRRC1", + "UMOD", + "HDX", + "CT45A1", + "DAD1P1", + "SLC7A5", + "KCNQ2", + "LINC00652", + "AKR7A2P1", + "ZNF90", + "KRT33A", + "SMIM8", + "SPANXN4", + "ATP13A5", + "GPATCH1", + "ANKRD34C", + "OR10P1", + "ZIC4", + "OR5M1", + "PPP1R2C", + "OR10A5", + "FAM181A-AS1", + "NXPH2", + "ADCYAP1", + "ABCC13", + "LINC00518", + "MIR9-1HG", + "MAK16", + "CDH1", + "FLG2", + "TRIM45", + "H2AC1", + "IFNA4", + "MDK", + "SART3", + "SCYL3", + "ARSF", + "TCEAL6", + "WDR64", + "C22orf42", + "PRDM14", + "SPANXB1", + "RO60", + "TTTY12", + "FXR1", + "ATP10A", + "RLN3", + "TTTY6B", + "NUP210L", + "TSPY4", + "CRYAA", + "SYT5", + "KLHDC8A", + "LRRC8E", + "EPHA1", + "PLAT", + "ST18", + "SEC14L4", + "MAGEB1", + "TEX12", + "USP17L6P", + "SCEL", + "CSAG1", + "CTAG2", + "LAIR2", + "PASD1", + "PDHA2", + "OR5J2", + "CD55", + "ATP4A", + "OR10T2", + "MMP8", + "CLDN16", + "NXF5", + "SNORA70B", + "KRTAP10-11", + "POTEA", + "ZSCAN31", + "SERPINE3", + "ZMYND12", + "CIB3", + "OR11H1", + "ZNF584", + "ZNF652", + "CYP2A13", + "CD1B", + "STBD1", + "NME7", + "ARL17B", + "BTNL2", + "H4C4", + "CDX2", + "SLC12A1", + "ATIC", + "PP2D1", + "CPA4", + "WLS", + "NKX2-6", + "PAPSS1", + "TBC1D3P2", + "TTTY8", + "FGF7P6", + "TICAM2", + "TFAMP1", + "MAT2A", + "BCLAF3", + "PTX4", + "ESRG", + "ZAR1", + "ANKRD40CL", + "SPATS1", + "ATP2B3", + "NELL1", + "TBC1D9", + "DQX1", + "ERICH3", + "SPO11", + "PLXNB2", + "ZCRB1", + "COMMD8", + "TDRD3", + "CPOX", + "H4C6", + "SSX1", + "SNAI1", + "TMPRSS11A", + "RAMAC", + "RBM44", + "SLX4", + "PPP1R1C", + "PCDHGA3", + "METTL8", + "KRT84", + "CDK11A", + "KRTAP10-9", + "REDIC1", + "SLC28A2", + "CALCR", + "S100A12", + "AJM1", + "REG3A", + "RPL9", + "LIPI", + "TYR", + "ITIH2", + "HTR5A", + "LALBA", + "NCOR1P1", + "RAB41", + "OR51B5", + "OR5K2", + "NCAN", + "CHST4", + "TTLL13", + "CD209", + "KLKB1", + "CSMD1", + "CDK15", + "KRT76", + "SPMIP2", + "KIR2DL3", + "CNGA2", + "GRAPL", + "IL22", + "ODF1", + "AIPL1", + "TYRO3", + "SNORA75", + "NME5", + "TRIM50", + "UGT2B28", + "RUNX1-IT1", + "OR6N2", + "SPTB", + "SNX32", + "ADCYAP1R1", + "MDGA2", + "LRRC4B", + "ABCC12", + "SCARNA27", + "FBXO43", + "C12orf76", + "ME3", + "CRH", + "S100A5", + "CST5", + "FTSJ3", + "FGF7P3", + "SYNGR4", + "KNSTRN", + "ESPNL", + "KHDRBS2", + "ECHDC3", + "SLC39A12", + "OXCT2", + "OR4F15", + "USH1C", + "OR7C2", + "DEFB126", + "IGLL3P", + "PPIAL4D", + "POLR2J2", + "IGSF11", + "SERHL", + "MED6", + "SOX3", + "FAM74A1", + "HCN1", + "OSR1", + "PMS2P5", + "H1-3", + "HLA-G", + "CCNE1", + "OR2AK2", + "EXOC1", + "OOEP", + "GNG3", + "DEFB135", + "OR5B17", + "CCL11", + "LRRFIP2", + "ZNF23", + "HES7", + "TOPAZ1", + "RBPJL", + "OR2A14", + "RNU11", + "SLC5A12", + "CASP12", + "APCDD1", + "BMP8B", + "KPLCE", + "IL4", + "KRTAP19-2", + "LINC00112", + "NAXD", + "FAM27E5", + "OR52L1", + "ERP44", + "GPR50", + "DSPP", + "H3C6", + "OR52H1", + "CACNA1I", + "TSSK2", + "TREML5P", + "DEFB106A", + "GAGE2E", + "PRR20A", + "VTRNA1-1", + "PLPPR1", + "LCE2D", + "OR2M4", + "RBMY1B", + "OR1L6", + "KRTAP20-3", + "DEFB128", + "TTTY17A", + "SNAR-A13", + "DEFB130A", + "RBMY1F", + "PRR20B", + "SNAR-A3", + "TTTY17B", + "KRTAP22-1", + "LCE3B", + "KRTAP19-4", + "SNAR-C3", + "SNAR-G2", + "DEFB121", + "OR5H15", + "TTTY19" + ], + "Coefficient": [ + -5.6581312901890515, + 3.5121515617339165, + 3.2702768427561115, + 2.523311375625165, + -2.3368622134295935, + -2.2261489003812738, + -2.2000491734617, + 2.1728706496458803, + 2.172546414047352, + 2.161679404678636, + 2.0199914977959232, + -1.9885279902356638, + 1.977776030520094, + 1.968835628697777, + 1.96613263804155, + -1.888506988255153, + -1.8744595409517992, + 1.8597661004634114, + 1.80816639526133, + 1.7959817994713239, + 1.7782375755714914, + 1.7608267584071666, + 1.7547818544291416, + 1.7521846780385186, + 1.742732523943117, + 1.7257818712176636, + 1.669869284376712, + 1.6559972857023484, + 1.6550274285805695, + 1.6401162783090106, + -1.6371218346961278, + -1.6323886134608068, + -1.6245047725735324, + 1.6205329337171146, + -1.6137517316490766, + 1.609781573553503, + 1.5746584924914189, + -1.5684681831948553, + -1.5629291728466281, + -1.5614026516246329, + -1.5031699166333488, + -1.4933322306447259, + 1.487860242060618, + -1.4828061910107402, + 1.476710532041499, + 1.4739917691292101, + -1.4655854199814307, + 1.4513432366194132, + 1.446484091352887, + -1.4455947782742082, + 1.4362675817278368, + 1.4175502588056128, + -1.4156565758165296, + 1.41044392801474, + 1.4095445318766204, + -1.404830010465786, + -1.3970156580449238, + 1.3742872360257994, + -1.3689954058988827, + 1.363434229789226, + -1.347741027314154, + -1.3361336456857766, + -1.333362201518183, + 1.3287335384795476, + -1.3170297779717772, + -1.2970264032429857, + 1.2951982803013093, + -1.291649437533942, + 1.2790985064532157, + -1.277969005773471, + -1.2762725589956183, + -1.274174846494136, + -1.2668788733454122, + -1.2658003745088875, + 1.2642876642464995, + -1.2532834868580705, + 1.2496254219066378, + -1.2384276370473855, + 1.21862937758359, + -1.207197966104858, + 1.1948214775283368, + 1.1923833834495803, + 1.1706070464971359, + -1.1468489233955843, + -1.14462091685353, + 1.1343254048268403, + 1.1327461045947114, + -1.1260824713869881, + -1.1239289654283544, + 1.1151235341734185, + 1.1093731156302473, + -1.093313072238461, + 1.0893222372774292, + 1.0826403497273418, + 1.0816853184912603, + 1.069210807023809, + 1.0690668764605404, + 1.0510464840113847, + 1.0475238875448833, + 1.0398586524248148, + 1.0307213954324672, + 1.0241468987881033, + 1.020290215179234, + -1.0199520337385373, + 1.0188298954885189, + -1.0145572004357792, + 1.0114503285854495, + -1.0105257830016603, + -0.988279413164214, + -0.9856064089612369, + 0.9831734193741893, + -0.9780007330835593, + -0.974436875475591, + -0.9720523668056009, + 0.9708692047522061, + -0.9677871813702783, + 0.9673704161466062, + -0.9650335565093221, + -0.934941567590194, + 0.9344879263070296, + -0.9197849845827613, + 0.916447458863487, + 0.9144205783769137, + 0.9143740124298698, + 0.9060494081997631, + -0.9018994283556697, + -0.900340872967284, + 0.8905240976483351, + 0.8817631426439148, + -0.8757262743600727, + -0.8741645729370713, + 0.87370577642278, + -0.8714703091370696, + 0.8658718997800554, + -0.8600342208606071, + 0.8529768534226069, + -0.8519919398506814, + -0.8495252375725649, + 0.8436368478401116, + 0.8429796422830073, + -0.8335588186573091, + 0.8282288076560832, + 0.8278398700224417, + -0.8233911972026304, + 0.8156770593448517, + 0.8148219924047295, + -0.8096681579130754, + 0.7991371037946097, + 0.7964855044230899, + -0.7913612830120152, + 0.7734597385424994, + 0.7654592457254893, + 0.7569734876716705, + 0.7490938227830655, + 0.7462542583318191, + 0.7376208925592047, + 0.7360341155873059, + -0.7316252323865132, + 0.7312663800954023, + 0.722177774223987, + -0.720778756260681, + -0.7159235610726472, + 0.7132124691109959, + -0.7130982534681946, + 0.7121076831676253, + 0.7115907275096518, + -0.7082352641415942, + -0.7069070155718301, + 0.6970837882647075, + 0.6948029758380462, + 0.6946228026607939, + -0.6939399308936565, + 0.6916037305883922, + -0.6907408834695717, + 0.6807071078094223, + 0.6748928884110994, + 0.6710239157097825, + 0.6675341479792536, + -0.6657768867663556, + 0.6646808667781507, + -0.6644942359374858, + 0.6619771753377369, + -0.6606959968972803, + 0.6573017611570046, + 0.6517667272696557, + -0.6509051705789994, + -0.6439777675583456, + -0.6372597641759694, + 0.6335541957844366, + -0.6295788281084916, + 0.6294478190966117, + -0.6222216688599592, + -0.6209310498216927, + 0.6197713508693632, + -0.6156808595618825, + -0.6129221388396462, + -0.6119885317822664, + -0.6066274318439895, + 0.6039906665756676, + -0.6025033253160926, + 0.5919631289177318, + -0.5910535439409231, + 0.5871544631695631, + -0.5798959774104331, + 0.5772610912384037, + -0.5743914030066577, + -0.5732485480028939, + -0.5724581126463534, + 0.563247545896935, + -0.5618598529413874, + 0.5603329713336231, + 0.5591146975419726, + 0.5581772674358356, + -0.5543661417321913, + 0.5488008454641381, + -0.5463112144278142, + 0.5450502349749956, + -0.5435808710588891, + 0.5235392694615818, + -0.5227507315219375, + 0.5205695372024916, + -0.5205673083794001, + -0.5163028982401098, + 0.5144975475634155, + 0.5138671362059731, + -0.5126918543183003, + 0.5021373688714065, + 0.499173726526626, + 0.4979532716689525, + 0.4969663113660609, + 0.4917366126872773, + -0.48949562311967876, + -0.4891785422001584, + 0.48660950641816825, + -0.4836496448924482, + -0.4749436676894047, + -0.47178587637851543, + -0.4707829398949437, + 0.46686990316212595, + 0.46640210516313885, + 0.46359625449188, + -0.46264274103402914, + -0.4613910955345574, + 0.4587972412774461, + 0.45813119462424656, + -0.4553758305924109, + -0.45211980992616174, + 0.4484864529893121, + -0.4475610058173066, + -0.44368114294767713, + 0.4422161395729177, + -0.4399920511232275, + -0.4399032825215634, + 0.43568522692016354, + -0.43303094469089054, + -0.43280826264377453, + -0.4281684766291869, + 0.42753577709928, + 0.42573333957385373, + 0.4243013423682702, + -0.4240243252915338, + -0.42286422348848857, + 0.4226157207522767, + -0.4207209640663943, + -0.4183495382983788, + -0.4145322619727116, + 0.4135611187788551, + -0.41122697411868736, + -0.4106211736529435, + 0.4078671553237678, + -0.4078262337461872, + 0.4075665126876266, + -0.40695424808035274, + -0.4051486422868504, + -0.4007204101352401, + -0.39819139380361696, + -0.39707063979277885, + 0.3875743550970803, + 0.38652824306492567, + -0.3860071278570596, + -0.3840258858172518, + -0.3800829394386123, + -0.3740018886763664, + 0.37298584278450814, + -0.3727656381912521, + 0.36833651021814867, + 0.3670342607257016, + 0.3660010596781054, + 0.365033444637404, + 0.3645590009637315, + -0.3625782785247297, + -0.3624242465878304, + -0.361847317213064, + -0.35884901070748143, + 0.358373361475575, + -0.35651454297578866, + -0.3563641783826914, + 0.3530175449269721, + -0.35145391189671293, + 0.34765713006778753, + -0.3476066289253341, + -0.3475411113912181, + -0.34397057179643087, + -0.33972013521884403, + -0.3385445701641744, + -0.33392789892352875, + -0.33210463701693527, + -0.3312706469633995, + 0.3286828826697826, + 0.3265415309588004, + -0.32506969381982515, + 0.3222587240349507, + -0.32067248346846844, + -0.31821813446314384, + 0.31641866433735766, + 0.31639371664527993, + -0.3155753691113362, + 0.3148219771754337, + 0.31386060156425954, + 0.31208749578444595, + 0.31198798277365214, + 0.3096755201559295, + 0.30617237604929104, + 0.30297999688826766, + 0.3019268586336403, + -0.30006140381762436, + -0.29819910458947463, + -0.29611823886889627, + 0.2949225337526532, + -0.2947672601914207, + 0.2842137307816697, + -0.28324837286978827, + 0.27926221692467473, + -0.27789012770149785, + -0.27763029454699023, + -0.27659176830331805, + 0.2729830457627669, + -0.27199025535546506, + -0.27182355870340685, + -0.27031753237204426, + 0.2702703878739255, + -0.2692252786318044, + 0.2690447583902886, + 0.26620303347397406, + 0.26517374844707564, + -0.2619280656527919, + 0.26089424602482053, + -0.26084612586506367, + 0.25899028632802423, + 0.25852834548446757, + -0.25332778733495653, + -0.25221153723906253, + 0.2519684819513177, + 0.25085888879596163, + -0.2508362527877493, + -0.25068756838562933, + -0.24621316002692314, + -0.24613336294810645, + 0.24531455369433067, + 0.24340688642428662, + 0.2433035368047314, + 0.24194573285811294, + 0.2400502421828606, + -0.23938651057154475, + 0.23387129156672296, + 0.23316236652815836, + -0.22961003682474676, + 0.22903639187927524, + -0.22892665664012324, + 0.22714002457581856, + -0.22574703772119425, + -0.22445880664144824, + -0.22407978117015134, + 0.21971898681672172, + -0.21903998017543239, + -0.21648215546392968, + 0.21570675445898704, + -0.2152498223531434, + 0.2096026196171329, + -0.20632199568593604, + 0.2032032095002424, + -0.20035964871080691, + 0.19962988314687632, + -0.19908060752511242, + 0.19810359516662443, + 0.19607445539844104, + 0.19585789016220184, + -0.1958359928462753, + 0.195315719101949, + -0.19357575673737065, + -0.19152707885183218, + 0.190007585907801, + 0.18985981712568548, + -0.18791721075474493, + -0.18620166638634042, + -0.18574554872333768, + 0.18210205569922336, + -0.18144927900313176, + 0.18039531525861888, + 0.1778656516562164, + -0.17698339312680447, + 0.17624279562090495, + -0.17582798499335422, + 0.17433967546026763, + -0.1715277764441388, + 0.1710652686988049, + -0.1704693083364572, + 0.1701199703365421, + -0.16984048520512163, + 0.16863274670833434, + -0.16786193094943183, + 0.16688240532357493, + 0.16660542256135, + 0.1640191906449832, + 0.1625012337880753, + 0.16032183843754896, + -0.15645083439161048, + -0.15612044139521056, + 0.15534348864063438, + 0.15456193233728888, + 0.15374968065429986, + 0.14924031032374308, + 0.14656753503011422, + 0.14570286492841633, + -0.14564648840146158, + 0.14553328860852546, + -0.14514535588424465, + -0.13872711280668548, + -0.1337093618035964, + -0.13272362531741164, + 0.13193211555805073, + -0.13133316192068198, + -0.13041152129454545, + 0.1293976090181554, + -0.12729418535283518, + 0.12711000909589662, + 0.12669207878040703, + -0.12490915726443877, + -0.12201111397283063, + -0.12186408379672643, + 0.12097572338742985, + 0.12001264575238567, + -0.11794419442601989, + 0.11645409577791672, + -0.11343607995714865, + -0.1134357491211636, + -0.11209024093890553, + 0.11204381122091463, + 0.1083944735631308, + -0.10766819447036992, + -0.1049398797803746, + -0.10247902807477796, + -0.10055986795629408, + -0.1004235088519978, + 0.0998770209769412, + 0.09871442583876318, + 0.09699106168315293, + -0.09589924859404245, + -0.09460901421421544, + 0.0943871245124219, + 0.09423551649453729, + -0.09374375467364605, + -0.09315539300020241, + 0.09107761065818266, + -0.09079840974264865, + -0.08884310483994096, + 0.08772918666961114, + 0.08656949397943725, + -0.08652297770977825, + 0.08187825456927858, + -0.08186916066339989, + -0.07919063632741992, + 0.079005205971382, + 0.07541293826798713, + 0.07499066489609983, + 0.07347584647655973, + -0.07310159030631753, + 0.06995713167855966, + -0.06917380115712148, + 0.0689157215075466, + -0.06412821586426247, + -0.0629298676623485, + -0.06105917380714136, + -0.0602968578150414, + -0.06015982642341781, + -0.0600254667342335, + -0.05939873338516466, + -0.05909774383842791, + 0.058196176732613215, + -0.057161949495178596, + -0.05566956022668368, + -0.053800736509361104, + 0.05353120338992997, + -0.05287390391684726, + 0.052093220919269524, + -0.05166880628987147, + 0.051555286897671984, + 0.051094921011638705, + -0.05069812035994984, + -0.049512153931184, + 0.04838609732465485, + -0.04636557372270998, + -0.03893019750282367, + 0.03770046487292881, + -0.03575941178584031, + -0.034958646048367195, + 0.030567750407641838, + -0.029447749655731298, + -0.029181204162802732, + -0.02867543888687189, + 0.028111299613130723, + 0.027712542416560956, + -0.027197533749271294, + -0.024996170956664232, + 0.022049675289800817, + -0.01869074177596182, + -0.01830166167013812, + 0.01781008143805056, + 0.01747327171088436, + -0.01658174841231661, + 0.014104739130145493, + -0.01319087471678781, + 0.012273523421530774, + 0.012260473885054348, + 0.011335219295282159, + 0.011184328135644182, + -0.011025043533660638, + 0.010798047868323815, + 0.009203332067957338, + -0.008209727519906958, + 0.007665819682466912, + -0.006444450208914028, + 0.006205733880595127, + -0.004093693061977689, + 0.004050258041531133, + -0.003757002847661073, + 0.003268477319513925, + -0.0023790368920525774, + -0.0023023081938906777, + 0.0014166859791668316, + -0.001187348118956318, + -0.0006168486220481346, + 0.00043435024147406146, + 0.0002853933106200374, + -0.000194844268481588, + 3.0199446266902874e-15, + 1.34219761186235e-15, + -1.1324792350088579e-15, + -8.808171827846672e-16, + 5.452677798190797e-16, + 5.033241044483812e-16, + 4.613804290776828e-16, + -4.1943675370698436e-16, + -1.6777470148279374e-16, + -1.258310261120953e-16, + -8.388735074139687e-17, + -4.1943675370698436e-17, + 4.1943675370698436e-17 + ], + "Absolute Coefficient": [ + 5.6581312901890515, + 3.5121515617339165, + 3.2702768427561115, + 2.523311375625165, + 2.3368622134295935, + 2.2261489003812738, + 2.2000491734617, + 2.1728706496458803, + 2.172546414047352, + 2.161679404678636, + 2.0199914977959232, + 1.9885279902356638, + 1.977776030520094, + 1.968835628697777, + 1.96613263804155, + 1.888506988255153, + 1.8744595409517992, + 1.8597661004634114, + 1.80816639526133, + 1.7959817994713239, + 1.7782375755714914, + 1.7608267584071666, + 1.7547818544291416, + 1.7521846780385186, + 1.742732523943117, + 1.7257818712176636, + 1.669869284376712, + 1.6559972857023484, + 1.6550274285805695, + 1.6401162783090106, + 1.6371218346961278, + 1.6323886134608068, + 1.6245047725735324, + 1.6205329337171146, + 1.6137517316490766, + 1.609781573553503, + 1.5746584924914189, + 1.5684681831948553, + 1.5629291728466281, + 1.5614026516246329, + 1.5031699166333488, + 1.4933322306447259, + 1.487860242060618, + 1.4828061910107402, + 1.476710532041499, + 1.4739917691292101, + 1.4655854199814307, + 1.4513432366194132, + 1.446484091352887, + 1.4455947782742082, + 1.4362675817278368, + 1.4175502588056128, + 1.4156565758165296, + 1.41044392801474, + 1.4095445318766204, + 1.404830010465786, + 1.3970156580449238, + 1.3742872360257994, + 1.3689954058988827, + 1.363434229789226, + 1.347741027314154, + 1.3361336456857766, + 1.333362201518183, + 1.3287335384795476, + 1.3170297779717772, + 1.2970264032429857, + 1.2951982803013093, + 1.291649437533942, + 1.2790985064532157, + 1.277969005773471, + 1.2762725589956183, + 1.274174846494136, + 1.2668788733454122, + 1.2658003745088875, + 1.2642876642464995, + 1.2532834868580705, + 1.2496254219066378, + 1.2384276370473855, + 1.21862937758359, + 1.207197966104858, + 1.1948214775283368, + 1.1923833834495803, + 1.1706070464971359, + 1.1468489233955843, + 1.14462091685353, + 1.1343254048268403, + 1.1327461045947114, + 1.1260824713869881, + 1.1239289654283544, + 1.1151235341734185, + 1.1093731156302473, + 1.093313072238461, + 1.0893222372774292, + 1.0826403497273418, + 1.0816853184912603, + 1.069210807023809, + 1.0690668764605404, + 1.0510464840113847, + 1.0475238875448833, + 1.0398586524248148, + 1.0307213954324672, + 1.0241468987881033, + 1.020290215179234, + 1.0199520337385373, + 1.0188298954885189, + 1.0145572004357792, + 1.0114503285854495, + 1.0105257830016603, + 0.988279413164214, + 0.9856064089612369, + 0.9831734193741893, + 0.9780007330835593, + 0.974436875475591, + 0.9720523668056009, + 0.9708692047522061, + 0.9677871813702783, + 0.9673704161466062, + 0.9650335565093221, + 0.934941567590194, + 0.9344879263070296, + 0.9197849845827613, + 0.916447458863487, + 0.9144205783769137, + 0.9143740124298698, + 0.9060494081997631, + 0.9018994283556697, + 0.900340872967284, + 0.8905240976483351, + 0.8817631426439148, + 0.8757262743600727, + 0.8741645729370713, + 0.87370577642278, + 0.8714703091370696, + 0.8658718997800554, + 0.8600342208606071, + 0.8529768534226069, + 0.8519919398506814, + 0.8495252375725649, + 0.8436368478401116, + 0.8429796422830073, + 0.8335588186573091, + 0.8282288076560832, + 0.8278398700224417, + 0.8233911972026304, + 0.8156770593448517, + 0.8148219924047295, + 0.8096681579130754, + 0.7991371037946097, + 0.7964855044230899, + 0.7913612830120152, + 0.7734597385424994, + 0.7654592457254893, + 0.7569734876716705, + 0.7490938227830655, + 0.7462542583318191, + 0.7376208925592047, + 0.7360341155873059, + 0.7316252323865132, + 0.7312663800954023, + 0.722177774223987, + 0.720778756260681, + 0.7159235610726472, + 0.7132124691109959, + 0.7130982534681946, + 0.7121076831676253, + 0.7115907275096518, + 0.7082352641415942, + 0.7069070155718301, + 0.6970837882647075, + 0.6948029758380462, + 0.6946228026607939, + 0.6939399308936565, + 0.6916037305883922, + 0.6907408834695717, + 0.6807071078094223, + 0.6748928884110994, + 0.6710239157097825, + 0.6675341479792536, + 0.6657768867663556, + 0.6646808667781507, + 0.6644942359374858, + 0.6619771753377369, + 0.6606959968972803, + 0.6573017611570046, + 0.6517667272696557, + 0.6509051705789994, + 0.6439777675583456, + 0.6372597641759694, + 0.6335541957844366, + 0.6295788281084916, + 0.6294478190966117, + 0.6222216688599592, + 0.6209310498216927, + 0.6197713508693632, + 0.6156808595618825, + 0.6129221388396462, + 0.6119885317822664, + 0.6066274318439895, + 0.6039906665756676, + 0.6025033253160926, + 0.5919631289177318, + 0.5910535439409231, + 0.5871544631695631, + 0.5798959774104331, + 0.5772610912384037, + 0.5743914030066577, + 0.5732485480028939, + 0.5724581126463534, + 0.563247545896935, + 0.5618598529413874, + 0.5603329713336231, + 0.5591146975419726, + 0.5581772674358356, + 0.5543661417321913, + 0.5488008454641381, + 0.5463112144278142, + 0.5450502349749956, + 0.5435808710588891, + 0.5235392694615818, + 0.5227507315219375, + 0.5205695372024916, + 0.5205673083794001, + 0.5163028982401098, + 0.5144975475634155, + 0.5138671362059731, + 0.5126918543183003, + 0.5021373688714065, + 0.499173726526626, + 0.4979532716689525, + 0.4969663113660609, + 0.4917366126872773, + 0.48949562311967876, + 0.4891785422001584, + 0.48660950641816825, + 0.4836496448924482, + 0.4749436676894047, + 0.47178587637851543, + 0.4707829398949437, + 0.46686990316212595, + 0.46640210516313885, + 0.46359625449188, + 0.46264274103402914, + 0.4613910955345574, + 0.4587972412774461, + 0.45813119462424656, + 0.4553758305924109, + 0.45211980992616174, + 0.4484864529893121, + 0.4475610058173066, + 0.44368114294767713, + 0.4422161395729177, + 0.4399920511232275, + 0.4399032825215634, + 0.43568522692016354, + 0.43303094469089054, + 0.43280826264377453, + 0.4281684766291869, + 0.42753577709928, + 0.42573333957385373, + 0.4243013423682702, + 0.4240243252915338, + 0.42286422348848857, + 0.4226157207522767, + 0.4207209640663943, + 0.4183495382983788, + 0.4145322619727116, + 0.4135611187788551, + 0.41122697411868736, + 0.4106211736529435, + 0.4078671553237678, + 0.4078262337461872, + 0.4075665126876266, + 0.40695424808035274, + 0.4051486422868504, + 0.4007204101352401, + 0.39819139380361696, + 0.39707063979277885, + 0.3875743550970803, + 0.38652824306492567, + 0.3860071278570596, + 0.3840258858172518, + 0.3800829394386123, + 0.3740018886763664, + 0.37298584278450814, + 0.3727656381912521, + 0.36833651021814867, + 0.3670342607257016, + 0.3660010596781054, + 0.365033444637404, + 0.3645590009637315, + 0.3625782785247297, + 0.3624242465878304, + 0.361847317213064, + 0.35884901070748143, + 0.358373361475575, + 0.35651454297578866, + 0.3563641783826914, + 0.3530175449269721, + 0.35145391189671293, + 0.34765713006778753, + 0.3476066289253341, + 0.3475411113912181, + 0.34397057179643087, + 0.33972013521884403, + 0.3385445701641744, + 0.33392789892352875, + 0.33210463701693527, + 0.3312706469633995, + 0.3286828826697826, + 0.3265415309588004, + 0.32506969381982515, + 0.3222587240349507, + 0.32067248346846844, + 0.31821813446314384, + 0.31641866433735766, + 0.31639371664527993, + 0.3155753691113362, + 0.3148219771754337, + 0.31386060156425954, + 0.31208749578444595, + 0.31198798277365214, + 0.3096755201559295, + 0.30617237604929104, + 0.30297999688826766, + 0.3019268586336403, + 0.30006140381762436, + 0.29819910458947463, + 0.29611823886889627, + 0.2949225337526532, + 0.2947672601914207, + 0.2842137307816697, + 0.28324837286978827, + 0.27926221692467473, + 0.27789012770149785, + 0.27763029454699023, + 0.27659176830331805, + 0.2729830457627669, + 0.27199025535546506, + 0.27182355870340685, + 0.27031753237204426, + 0.2702703878739255, + 0.2692252786318044, + 0.2690447583902886, + 0.26620303347397406, + 0.26517374844707564, + 0.2619280656527919, + 0.26089424602482053, + 0.26084612586506367, + 0.25899028632802423, + 0.25852834548446757, + 0.25332778733495653, + 0.25221153723906253, + 0.2519684819513177, + 0.25085888879596163, + 0.2508362527877493, + 0.25068756838562933, + 0.24621316002692314, + 0.24613336294810645, + 0.24531455369433067, + 0.24340688642428662, + 0.2433035368047314, + 0.24194573285811294, + 0.2400502421828606, + 0.23938651057154475, + 0.23387129156672296, + 0.23316236652815836, + 0.22961003682474676, + 0.22903639187927524, + 0.22892665664012324, + 0.22714002457581856, + 0.22574703772119425, + 0.22445880664144824, + 0.22407978117015134, + 0.21971898681672172, + 0.21903998017543239, + 0.21648215546392968, + 0.21570675445898704, + 0.2152498223531434, + 0.2096026196171329, + 0.20632199568593604, + 0.2032032095002424, + 0.20035964871080691, + 0.19962988314687632, + 0.19908060752511242, + 0.19810359516662443, + 0.19607445539844104, + 0.19585789016220184, + 0.1958359928462753, + 0.195315719101949, + 0.19357575673737065, + 0.19152707885183218, + 0.190007585907801, + 0.18985981712568548, + 0.18791721075474493, + 0.18620166638634042, + 0.18574554872333768, + 0.18210205569922336, + 0.18144927900313176, + 0.18039531525861888, + 0.1778656516562164, + 0.17698339312680447, + 0.17624279562090495, + 0.17582798499335422, + 0.17433967546026763, + 0.1715277764441388, + 0.1710652686988049, + 0.1704693083364572, + 0.1701199703365421, + 0.16984048520512163, + 0.16863274670833434, + 0.16786193094943183, + 0.16688240532357493, + 0.16660542256135, + 0.1640191906449832, + 0.1625012337880753, + 0.16032183843754896, + 0.15645083439161048, + 0.15612044139521056, + 0.15534348864063438, + 0.15456193233728888, + 0.15374968065429986, + 0.14924031032374308, + 0.14656753503011422, + 0.14570286492841633, + 0.14564648840146158, + 0.14553328860852546, + 0.14514535588424465, + 0.13872711280668548, + 0.1337093618035964, + 0.13272362531741164, + 0.13193211555805073, + 0.13133316192068198, + 0.13041152129454545, + 0.1293976090181554, + 0.12729418535283518, + 0.12711000909589662, + 0.12669207878040703, + 0.12490915726443877, + 0.12201111397283063, + 0.12186408379672643, + 0.12097572338742985, + 0.12001264575238567, + 0.11794419442601989, + 0.11645409577791672, + 0.11343607995714865, + 0.1134357491211636, + 0.11209024093890553, + 0.11204381122091463, + 0.1083944735631308, + 0.10766819447036992, + 0.1049398797803746, + 0.10247902807477796, + 0.10055986795629408, + 0.1004235088519978, + 0.0998770209769412, + 0.09871442583876318, + 0.09699106168315293, + 0.09589924859404245, + 0.09460901421421544, + 0.0943871245124219, + 0.09423551649453729, + 0.09374375467364605, + 0.09315539300020241, + 0.09107761065818266, + 0.09079840974264865, + 0.08884310483994096, + 0.08772918666961114, + 0.08656949397943725, + 0.08652297770977825, + 0.08187825456927858, + 0.08186916066339989, + 0.07919063632741992, + 0.079005205971382, + 0.07541293826798713, + 0.07499066489609983, + 0.07347584647655973, + 0.07310159030631753, + 0.06995713167855966, + 0.06917380115712148, + 0.0689157215075466, + 0.06412821586426247, + 0.0629298676623485, + 0.06105917380714136, + 0.0602968578150414, + 0.06015982642341781, + 0.0600254667342335, + 0.05939873338516466, + 0.05909774383842791, + 0.058196176732613215, + 0.057161949495178596, + 0.05566956022668368, + 0.053800736509361104, + 0.05353120338992997, + 0.05287390391684726, + 0.052093220919269524, + 0.05166880628987147, + 0.051555286897671984, + 0.051094921011638705, + 0.05069812035994984, + 0.049512153931184, + 0.04838609732465485, + 0.04636557372270998, + 0.03893019750282367, + 0.03770046487292881, + 0.03575941178584031, + 0.034958646048367195, + 0.030567750407641838, + 0.029447749655731298, + 0.029181204162802732, + 0.02867543888687189, + 0.028111299613130723, + 0.027712542416560956, + 0.027197533749271294, + 0.024996170956664232, + 0.022049675289800817, + 0.01869074177596182, + 0.01830166167013812, + 0.01781008143805056, + 0.01747327171088436, + 0.01658174841231661, + 0.014104739130145493, + 0.01319087471678781, + 0.012273523421530774, + 0.012260473885054348, + 0.011335219295282159, + 0.011184328135644182, + 0.011025043533660638, + 0.010798047868323815, + 0.009203332067957338, + 0.008209727519906958, + 0.007665819682466912, + 0.006444450208914028, + 0.006205733880595127, + 0.004093693061977689, + 0.004050258041531133, + 0.003757002847661073, + 0.003268477319513925, + 0.0023790368920525774, + 0.0023023081938906777, + 0.0014166859791668316, + 0.001187348118956318, + 0.0006168486220481346, + 0.00043435024147406146, + 0.0002853933106200374, + 0.000194844268481588, + 3.0199446266902874e-15, + 1.34219761186235e-15, + 1.1324792350088579e-15, + 8.808171827846672e-16, + 5.452677798190797e-16, + 5.033241044483812e-16, + 4.613804290776828e-16, + 4.1943675370698436e-16, + 1.6777470148279374e-16, + 1.258310261120953e-16, + 8.388735074139687e-17, + 4.1943675370698436e-17, + 4.1943675370698436e-17 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 90.72727272727272, + "precision": 90.71559633027522, + "recall": 100.0, + "f1": 95.11917648997569 + }, + "selection": { + "precision": 0.7317214242748749, + "recall": 2.0359281437125754, + "f1": 1.0762245763883618, + "jaccard": 0.5413028520257764 + } + } +} \ No newline at end of file diff --git a/output/regress/Prostate_Cancer/significant_genes_condition_Coronary_artery_disease.json b/output/regress/Prostate_Cancer/significant_genes_condition_Coronary_artery_disease.json new file mode 100644 index 0000000000000000000000000000000000000000..5f91c90a3d221acf024edddc9552ac2def00c22b --- /dev/null +++ b/output/regress/Prostate_Cancer/significant_genes_condition_Coronary_artery_disease.json @@ -0,0 +1,1101 @@ +{ + "significant_genes": { + "Variable": [ + "CT47A1", + "COX7A2L", + "ZNF410", + "GTPBP10", + "OR1Q1", + "AASS", + "HYAL6P", + "ZNF878", + "LNP1", + "MMP7", + "OOSP2", + "HOXC11", + "GOLGA8DP", + "RPL23AP7", + "ZNF578", + "A4GNT", + "TCERG1L", + "TSPY1", + "MAGEA12", + "OR51L1", + "FKSG29", + "H2AC1", + "FBLN7", + "ANGPTL7", + "HBE1", + "NFIB", + "ALX1", + "SPANXA2", + "H1-9P", + "TSPAN10", + "CHRNB1", + "WBP2NL", + "C10orf62", + "ADGRA1", + "MUC7", + "GABRR3", + "OR1L8", + "LCE1C", + "CFAP54", + "SAFB", + "AVP", + "OPN4", + "NETO1", + "ALLC", + "GLIPR1L2", + "HSP90AB1", + "GRAPL", + "PLAGL1", + "GLT6D1", + "OR7D2", + "PRSS45P", + "LRIT1", + "LELP1", + "TAAR8", + "CNPY1", + "IL2", + "CD300LD", + "HCN1", + "PRAMEF4", + "SLCO6A1", + "GSTM1", + "FAM106A", + "PTENP1", + "FERD3L", + "CPLX4", + "IRGC", + "LY6K", + "SERPINB10", + "OR2T27", + "KLK8", + "CFHR4", + "SPAG11A", + "UNC119B", + "SLC35G6", + "GSTT4", + "HIGD2B", + "HTN3", + "C4orf50", + "C17orf78", + "IFNL1", + "CRLF2", + "HMGA2", + "NPAP1", + "NIPA2", + "HYKK", + "MTMR7", + "TLCD3B", + "KIF2B", + "DEFB113", + "SPATA8", + "TMCO2", + "TBC1D3P2", + "OR52K2", + "CTAG2", + "SLC7A5P1", + "SLC30A3", + "TRIM41", + "RPH3AL", + "PDYN", + "REG1B", + "H4C6", + "OR52A1", + "FAIM", + "CYP4F11", + "TLX1", + "RRH", + "ATXN3L", + "FAM181A", + "TRIM51", + "PPP1R3B", + "LOC284009", + "HTR5A", + "INGX", + "CASP12", + "KCNQ1DN", + "MIR9-1HG", + "POU3F2", + "GTSE1-DT", + "DQX1", + "SLC35F3", + "OR2J2", + "TERB1", + "TICAM2", + "OARD1", + "MYO3B", + "SYNGR4", + "SLC10A2", + "HSD3B1", + "GLRA2", + "FGF7P6", + "NMNAT1", + "ZNF90", + "GTF2A1L", + "PCDHGC5", + "RYBP", + "ANKRD34C", + "SNORA79", + "KRT38", + "SOHLH1", + "KRTAP10-11", + "SART3", + "HTR2C", + "SYCP2", + "TTTY8", + "TBPL1", + "HAO2", + "TDRD3", + "GGT8P", + "ARL11", + "RPL10", + "CREG2", + "HEMGN", + "LIPI", + "KLHDC8A", + "PASD1", + "SCARNA10", + "OR51A4", + "RETN", + "OR2B11", + "SBDSP1", + "GSTT2", + "ANKRD40CL", + "WDR64", + "GBE1", + "IL1RAPL1", + "IL36B", + "CHKA", + "PRSS33", + "FOXD4L3", + "SSX7", + "PCDHGA3", + "BAGE", + "HK2", + "TXNIP", + "SNORA70B", + "UCP1", + "IFNK", + "COPS3", + "KRTAP7-1", + "CFAP74", + "OR13F1", + "PLET1", + "TMEM88B", + "TCHHL1", + "C1QTNF3", + "ZNF764", + "CDH6", + "PTPRT", + "LRRC4B", + "NEUROD2", + "SSX1", + "PDHA2", + "RBM44", + "H3C4", + "BPIFC", + "SPANXN2", + "TEX13B", + "ZSCAN31", + "TDH", + "CDX2", + "DLGAP1", + "HOXA3", + "LINC00518", + "DHH", + "CRYAA", + "PAGE5", + "SAP30", + "UMOD", + "RIMBP3C", + "OR51F1", + "KIR3DX1", + "OR2AG1", + "SCEL", + "GPATCH1", + "NYAP2", + "RBM23", + "CRBN", + "GLT1D1", + "SPANXB1", + "ZNF727", + "KRT37", + "DEFB103B", + "PPP1R2C", + "APEX2", + "EIF4A2", + "SALL4", + "FAM66C", + "OR2M4", + "SIX3", + "RBMXL3", + "CCDC70", + "TTTY12", + "RPS28", + "TOB1", + "METTL8", + "COLEC11", + "GNG3", + "LRP2", + "MIXL1", + "TBC1D29P", + "C5AR2", + "SPINK8", + "PABPC1P2", + "KREMEN2", + "ADCYAP1", + "UPP2", + "SNORA38B", + "EGR2", + "LCE6A", + "WHAMM", + "GSX2", + "GABRB1", + "PLAGL2", + "RAX", + "GOLGA8IP", + "GATA1", + "MSX2P1", + "CSAG1", + "F2RL3", + "P2RX5", + "GLYATL3", + "PEBP4", + "HCRT", + "TEX12", + "GUCY1B2", + "SPRR2G", + "AP3S2", + "DEFB136", + "PLAT", + "LAIR2", + "CELA1", + "NME7", + "SPP1", + "MAGEB1", + "BEND2", + "CCL15", + "POLR2J2", + "NCOR1P1", + "S100A5", + "NAP1L6P", + "GPR151", + "TAS2R30", + "SPTB", + "OR2AK2", + "CCDC177", + "REDIC1", + "PSORS1C1", + "CNGA2", + "SERPINB11", + "SERPINE3", + "KRT33A", + "IFNA4", + "SLC25A23", + "NSG2", + "SLC4A10", + "ZCRB1", + "TMPRSS11A", + "SSB", + "GRIA4", + "CCDC42", + "CRH", + "SNORA36B", + "SLC2A12", + "KHDC1L", + "USP17L6P", + "ITIH2", + "ADAM20", + "SLC39A12", + "OR51F2", + "KRTAP5-11", + "CYLC1", + "PRDM14", + "SOX3", + "RIT2", + "HSF5", + "OR10T2", + "OXT", + "NEUROD4", + "H4C3", + "OR1L6", + "ZKSCAN8P1", + "VN1R4", + "SCGB1C1", + "SLC5A12", + "ZIC4", + "ZFAND2A", + "PNPLA3", + "ACTL9", + "RXFP2", + "GALNTL5", + "OR7C2", + "PSG8", + "OR56A5", + "KRTAP10-9", + "OPALIN", + "TFAMP1", + "CEP43", + "FAM181A-AS1", + "OR5B17", + "GRB2", + "TSSK2", + "TRPV5", + "H3C8", + "TREML5P", + "XKR9", + "PRR20A", + "KRTAP19-2", + "RBMY1B", + "DEFB106A", + "VTRNA1-1", + "GAGE2E", + "KRTAP20-3", + "TTTY17A", + "TTTY17B", + "OR5H15", + "PRR20B", + "KRTAP22-1", + "KRTAP19-4", + "RBMY1F" + ], + "Coefficient": [ + -3.53277132311349, + 2.9695529605859172, + -2.1752459490605505, + -2.1204158920772693, + -2.0319867885820333, + -2.028832622183334, + 2.0022714189413318, + -1.885946207236121, + 1.8429399878550083, + 1.8082587785858018, + -1.750718380951089, + 1.6243592372468123, + 1.6062542558872948, + 1.6039723517864521, + 1.5779627815688786, + 1.5628211978369386, + 1.4654819301405213, + 1.4573233430365955, + 1.4437788215037162, + 1.3882422280611406, + -1.377844651306818, + 1.3649442557918803, + -1.3599831205682684, + -1.3405872159459444, + 1.335125315873404, + 1.3325933748125343, + 1.296394535602559, + -1.2914497334973531, + 1.290972259688091, + 1.2902838259698333, + 1.2729787924734153, + -1.2474322403752325, + -1.239326323565622, + -1.2384464796546604, + -1.22721743027696, + -1.1947572405670226, + -1.1567599225984604, + 1.1490130671533951, + 1.125509284693402, + 1.115457282035077, + 1.107375858537614, + 1.1052275698473857, + -1.0717795130991419, + -1.0684175416151538, + 1.0625154033700999, + 1.06005418188686, + 1.0592471430111852, + 1.0532633180372521, + 1.0527447044037506, + -1.0449305159270024, + -1.0295899370810873, + -1.0259447204004533, + -1.020626990831418, + 1.010240451570848, + -1.004486046915211, + 1.0029525130503791, + -0.9998270619542965, + -0.9890578956635789, + -0.9828692011842664, + -0.9814157954976447, + -0.9519601105360642, + 0.9458084156236829, + -0.9431176874092978, + -0.9284362543264078, + 0.9136002261580339, + -0.8982624349174501, + 0.8941777370440729, + -0.8938687715415721, + -0.8869653323538852, + -0.8711402415928173, + 0.8658003683150478, + 0.8564352027448162, + 0.8401404733796327, + 0.8375219486445654, + 0.826167268386427, + -0.8181594035524552, + 0.8054843824976934, + 0.7979907154537542, + 0.7978894616686723, + 0.7787011816810389, + 0.7764335928503523, + -0.7754124420518713, + -0.7656103536620408, + -0.7641628840734542, + -0.7602466049498989, + -0.7427703482018788, + -0.7366557863012669, + 0.7357288527360388, + 0.7276759902545737, + -0.720211017975394, + -0.7159497634459763, + 0.6935974271085845, + 0.6818121424060498, + 0.6664013596122764, + 0.6521751290600059, + -0.6500465968159731, + 0.6454200191527105, + 0.6407488724970958, + 0.6373750399709882, + -0.6356385639723113, + -0.6282851224242265, + 0.6246480076453241, + 0.621206967301251, + -0.6150104720857574, + -0.6120328488333524, + 0.607403219446518, + 0.6062636662581796, + -0.5985263565106883, + -0.5953562918798493, + -0.5915040908173177, + -0.5885244194168445, + -0.5879625586956849, + -0.5836900713994995, + 0.5830874900329304, + -0.5813104367259213, + -0.5738960290523601, + -0.5722915545461628, + 0.5620882247741408, + -0.5605308185113328, + 0.55400381802488, + -0.5526094779896068, + -0.5510301036877894, + 0.5491905223224969, + 0.5469724671315134, + -0.5416996001088641, + 0.5389577008591122, + -0.5371691868132813, + -0.5368300919503578, + -0.5334511308434121, + -0.5326273994844448, + 0.5290231658557731, + -0.5286020063327318, + 0.5234106410140784, + -0.5174114036585141, + 0.5169600539511181, + -0.5167187125877737, + -0.5114992549257685, + 0.5099937927770825, + 0.5007239972230718, + 0.4986333706773227, + 0.4974393056930603, + 0.4967495766037763, + -0.4926434386807778, + 0.4916480637896157, + 0.48688721665208656, + -0.4865330405640464, + -0.4799200757214355, + 0.46860909941522905, + 0.46856666369701405, + 0.46542213767516405, + -0.4623769909017188, + -0.46232216617770244, + -0.46117850944317496, + -0.46104029233903304, + -0.45095504008318166, + 0.4504576158103266, + 0.44182263147327694, + -0.44044207768318194, + -0.419994778612304, + -0.41154216560692297, + -0.40870858477154365, + -0.4060713854426137, + 0.39519979372280634, + 0.39426058723408897, + -0.39416658062479487, + 0.39359310382185914, + 0.3904419635060836, + -0.3836043281376766, + -0.382702395125091, + -0.3791643937344539, + -0.3771017666614131, + 0.37503164734357536, + -0.3721634114801969, + 0.3710672174160236, + 0.36996979866710905, + 0.3602753135812589, + 0.3597695534336601, + -0.3579088646319408, + -0.35473977144685265, + 0.3491087158285287, + 0.34418146149757073, + -0.34387849661982683, + -0.3406542538939678, + 0.34024993619387445, + -0.3326745359612748, + 0.32917998400905707, + 0.3280790274057629, + 0.32795999521515434, + 0.3264071336976192, + -0.32551815880341833, + 0.32327566263644003, + 0.320114103225951, + 0.3151234920793149, + 0.31381145519071385, + 0.3100393651135587, + 0.30973289107256735, + -0.3061907110316348, + -0.3054628637790106, + -0.30539729307913893, + -0.3018501636743471, + 0.2928479563036772, + 0.291420512641088, + 0.2887389102212298, + 0.2866727526399778, + 0.28536395641492596, + 0.2783416309505342, + 0.27019659619926367, + 0.2698512989934823, + 0.269785071544192, + 0.26829868703614435, + 0.26584734185077435, + 0.264083061093732, + -0.2626946658605542, + -0.25925612230840805, + -0.2569145159543101, + 0.2565848834381568, + -0.2554892062194518, + -0.2549701339739963, + -0.25215677699026245, + -0.23868741425884776, + 0.2342090192293415, + 0.2332870546545881, + -0.23238058517453772, + 0.23001671515847608, + 0.2279347698090702, + -0.21802763650489057, + -0.21595692916774126, + -0.21459953689400293, + 0.2117887175571844, + 0.21132273810998203, + 0.20386687375684603, + -0.2028848526912617, + 0.1937497311755841, + 0.18747605770693235, + -0.18642483643131216, + -0.17887935329514135, + -0.17877850446350754, + -0.17806811203612, + 0.17789152841121528, + 0.17744719214379323, + -0.17232132373028772, + -0.1719859948126244, + 0.17035131891758395, + 0.16464881861404257, + 0.16273156571350858, + -0.15651011634125514, + 0.15169674602332264, + -0.1507902250264841, + 0.1499893214500411, + 0.144931786323728, + -0.14425751285919022, + 0.142540163462318, + -0.13787936339106072, + -0.13290569127899704, + 0.13232202869143678, + 0.13121459321653237, + -0.12965553037568803, + 0.1290044930544596, + -0.12683034877050764, + -0.12422336869994542, + -0.12381018599672294, + -0.12076556997762158, + 0.11556123290528486, + -0.1140682913158432, + -0.1116378109626397, + -0.11070872471195493, + -0.10953908170661321, + 0.10901893125324331, + -0.1067739895546046, + -0.105997154099575, + -0.10552059805506019, + 0.10467360774862106, + -0.10214303813451737, + 0.10075832897252866, + -0.10019223784593906, + 0.09908802209867525, + -0.09861738487122877, + 0.09713731821212068, + -0.0957914278734152, + 0.09508298205804092, + -0.09435769200582454, + -0.09416268932287339, + 0.09360189327918786, + -0.0928604170807621, + -0.0921699977007336, + 0.09211093369211963, + -0.08749787651045894, + 0.08741800139612244, + -0.08632747304189033, + 0.08612767793305402, + -0.08506868899099541, + 0.08146059841473711, + -0.08107025273212017, + -0.0803431481855509, + 0.07971921046202474, + -0.0785625909423055, + 0.07587906853457331, + -0.07431076682666417, + -0.07349633351003355, + -0.07300277260124934, + 0.06554639651231055, + -0.06553073058441244, + 0.06536797233202017, + -0.06440895845095894, + 0.05674385222597691, + 0.05516758275703726, + 0.054165036769986956, + 0.04958861362030875, + 0.0470066269546788, + 0.04695414663261623, + 0.04637419041759675, + -0.04598954208088486, + -0.0457805273799661, + 0.045484504704105935, + 0.043974926582034835, + -0.04147896115976065, + -0.040511917829002396, + -0.040132110797998534, + 0.04007166917161988, + -0.03544414111030034, + 0.033495291183406994, + 0.029073003722037163, + 0.02885762700474751, + -0.025769077608825224, + -0.02475411410628046, + -0.023688483349610344, + -0.020101494139324643, + 0.018615363944953795, + -0.01761060238539151, + 0.01710400942171722, + -0.017005964251614533, + -0.01626032564682859, + -0.014346715971293982, + 0.014209873116130596, + -0.013938374908381958, + -0.013823103269218455, + 0.013113418619554621, + -0.0122562806674679, + -0.011901870077212977, + 0.01127599574602599, + 0.009889237569282098, + 0.008394182863264552, + -0.007307130912319848, + -0.002181182095889064, + 0.00206193108108382, + 0.0016458705063401259, + -0.0015756680660380432, + 0.0009796082032331233, + 0.0007214785006459505, + -0.0004639915899013039, + -0.00015237957172038407, + -1.0305019649080786e-05, + 1.5192747460880647e-07, + 2.013296417793525e-15, + -1.6777470148279374e-15, + -1.6777470148279374e-15, + 1.6777470148279374e-15, + -1.6777470148279374e-15, + 1.34219761186235e-15 + ], + "Absolute Coefficient": [ + 3.53277132311349, + 2.9695529605859172, + 2.1752459490605505, + 2.1204158920772693, + 2.0319867885820333, + 2.028832622183334, + 2.0022714189413318, + 1.885946207236121, + 1.8429399878550083, + 1.8082587785858018, + 1.750718380951089, + 1.6243592372468123, + 1.6062542558872948, + 1.6039723517864521, + 1.5779627815688786, + 1.5628211978369386, + 1.4654819301405213, + 1.4573233430365955, + 1.4437788215037162, + 1.3882422280611406, + 1.377844651306818, + 1.3649442557918803, + 1.3599831205682684, + 1.3405872159459444, + 1.335125315873404, + 1.3325933748125343, + 1.296394535602559, + 1.2914497334973531, + 1.290972259688091, + 1.2902838259698333, + 1.2729787924734153, + 1.2474322403752325, + 1.239326323565622, + 1.2384464796546604, + 1.22721743027696, + 1.1947572405670226, + 1.1567599225984604, + 1.1490130671533951, + 1.125509284693402, + 1.115457282035077, + 1.107375858537614, + 1.1052275698473857, + 1.0717795130991419, + 1.0684175416151538, + 1.0625154033700999, + 1.06005418188686, + 1.0592471430111852, + 1.0532633180372521, + 1.0527447044037506, + 1.0449305159270024, + 1.0295899370810873, + 1.0259447204004533, + 1.020626990831418, + 1.010240451570848, + 1.004486046915211, + 1.0029525130503791, + 0.9998270619542965, + 0.9890578956635789, + 0.9828692011842664, + 0.9814157954976447, + 0.9519601105360642, + 0.9458084156236829, + 0.9431176874092978, + 0.9284362543264078, + 0.9136002261580339, + 0.8982624349174501, + 0.8941777370440729, + 0.8938687715415721, + 0.8869653323538852, + 0.8711402415928173, + 0.8658003683150478, + 0.8564352027448162, + 0.8401404733796327, + 0.8375219486445654, + 0.826167268386427, + 0.8181594035524552, + 0.8054843824976934, + 0.7979907154537542, + 0.7978894616686723, + 0.7787011816810389, + 0.7764335928503523, + 0.7754124420518713, + 0.7656103536620408, + 0.7641628840734542, + 0.7602466049498989, + 0.7427703482018788, + 0.7366557863012669, + 0.7357288527360388, + 0.7276759902545737, + 0.720211017975394, + 0.7159497634459763, + 0.6935974271085845, + 0.6818121424060498, + 0.6664013596122764, + 0.6521751290600059, + 0.6500465968159731, + 0.6454200191527105, + 0.6407488724970958, + 0.6373750399709882, + 0.6356385639723113, + 0.6282851224242265, + 0.6246480076453241, + 0.621206967301251, + 0.6150104720857574, + 0.6120328488333524, + 0.607403219446518, + 0.6062636662581796, + 0.5985263565106883, + 0.5953562918798493, + 0.5915040908173177, + 0.5885244194168445, + 0.5879625586956849, + 0.5836900713994995, + 0.5830874900329304, + 0.5813104367259213, + 0.5738960290523601, + 0.5722915545461628, + 0.5620882247741408, + 0.5605308185113328, + 0.55400381802488, + 0.5526094779896068, + 0.5510301036877894, + 0.5491905223224969, + 0.5469724671315134, + 0.5416996001088641, + 0.5389577008591122, + 0.5371691868132813, + 0.5368300919503578, + 0.5334511308434121, + 0.5326273994844448, + 0.5290231658557731, + 0.5286020063327318, + 0.5234106410140784, + 0.5174114036585141, + 0.5169600539511181, + 0.5167187125877737, + 0.5114992549257685, + 0.5099937927770825, + 0.5007239972230718, + 0.4986333706773227, + 0.4974393056930603, + 0.4967495766037763, + 0.4926434386807778, + 0.4916480637896157, + 0.48688721665208656, + 0.4865330405640464, + 0.4799200757214355, + 0.46860909941522905, + 0.46856666369701405, + 0.46542213767516405, + 0.4623769909017188, + 0.46232216617770244, + 0.46117850944317496, + 0.46104029233903304, + 0.45095504008318166, + 0.4504576158103266, + 0.44182263147327694, + 0.44044207768318194, + 0.419994778612304, + 0.41154216560692297, + 0.40870858477154365, + 0.4060713854426137, + 0.39519979372280634, + 0.39426058723408897, + 0.39416658062479487, + 0.39359310382185914, + 0.3904419635060836, + 0.3836043281376766, + 0.382702395125091, + 0.3791643937344539, + 0.3771017666614131, + 0.37503164734357536, + 0.3721634114801969, + 0.3710672174160236, + 0.36996979866710905, + 0.3602753135812589, + 0.3597695534336601, + 0.3579088646319408, + 0.35473977144685265, + 0.3491087158285287, + 0.34418146149757073, + 0.34387849661982683, + 0.3406542538939678, + 0.34024993619387445, + 0.3326745359612748, + 0.32917998400905707, + 0.3280790274057629, + 0.32795999521515434, + 0.3264071336976192, + 0.32551815880341833, + 0.32327566263644003, + 0.320114103225951, + 0.3151234920793149, + 0.31381145519071385, + 0.3100393651135587, + 0.30973289107256735, + 0.3061907110316348, + 0.3054628637790106, + 0.30539729307913893, + 0.3018501636743471, + 0.2928479563036772, + 0.291420512641088, + 0.2887389102212298, + 0.2866727526399778, + 0.28536395641492596, + 0.2783416309505342, + 0.27019659619926367, + 0.2698512989934823, + 0.269785071544192, + 0.26829868703614435, + 0.26584734185077435, + 0.264083061093732, + 0.2626946658605542, + 0.25925612230840805, + 0.2569145159543101, + 0.2565848834381568, + 0.2554892062194518, + 0.2549701339739963, + 0.25215677699026245, + 0.23868741425884776, + 0.2342090192293415, + 0.2332870546545881, + 0.23238058517453772, + 0.23001671515847608, + 0.2279347698090702, + 0.21802763650489057, + 0.21595692916774126, + 0.21459953689400293, + 0.2117887175571844, + 0.21132273810998203, + 0.20386687375684603, + 0.2028848526912617, + 0.1937497311755841, + 0.18747605770693235, + 0.18642483643131216, + 0.17887935329514135, + 0.17877850446350754, + 0.17806811203612, + 0.17789152841121528, + 0.17744719214379323, + 0.17232132373028772, + 0.1719859948126244, + 0.17035131891758395, + 0.16464881861404257, + 0.16273156571350858, + 0.15651011634125514, + 0.15169674602332264, + 0.1507902250264841, + 0.1499893214500411, + 0.144931786323728, + 0.14425751285919022, + 0.142540163462318, + 0.13787936339106072, + 0.13290569127899704, + 0.13232202869143678, + 0.13121459321653237, + 0.12965553037568803, + 0.1290044930544596, + 0.12683034877050764, + 0.12422336869994542, + 0.12381018599672294, + 0.12076556997762158, + 0.11556123290528486, + 0.1140682913158432, + 0.1116378109626397, + 0.11070872471195493, + 0.10953908170661321, + 0.10901893125324331, + 0.1067739895546046, + 0.105997154099575, + 0.10552059805506019, + 0.10467360774862106, + 0.10214303813451737, + 0.10075832897252866, + 0.10019223784593906, + 0.09908802209867525, + 0.09861738487122877, + 0.09713731821212068, + 0.0957914278734152, + 0.09508298205804092, + 0.09435769200582454, + 0.09416268932287339, + 0.09360189327918786, + 0.0928604170807621, + 0.0921699977007336, + 0.09211093369211963, + 0.08749787651045894, + 0.08741800139612244, + 0.08632747304189033, + 0.08612767793305402, + 0.08506868899099541, + 0.08146059841473711, + 0.08107025273212017, + 0.0803431481855509, + 0.07971921046202474, + 0.0785625909423055, + 0.07587906853457331, + 0.07431076682666417, + 0.07349633351003355, + 0.07300277260124934, + 0.06554639651231055, + 0.06553073058441244, + 0.06536797233202017, + 0.06440895845095894, + 0.05674385222597691, + 0.05516758275703726, + 0.054165036769986956, + 0.04958861362030875, + 0.0470066269546788, + 0.04695414663261623, + 0.04637419041759675, + 0.04598954208088486, + 0.0457805273799661, + 0.045484504704105935, + 0.043974926582034835, + 0.04147896115976065, + 0.040511917829002396, + 0.040132110797998534, + 0.04007166917161988, + 0.03544414111030034, + 0.033495291183406994, + 0.029073003722037163, + 0.02885762700474751, + 0.025769077608825224, + 0.02475411410628046, + 0.023688483349610344, + 0.020101494139324643, + 0.018615363944953795, + 0.01761060238539151, + 0.01710400942171722, + 0.017005964251614533, + 0.01626032564682859, + 0.014346715971293982, + 0.014209873116130596, + 0.013938374908381958, + 0.013823103269218455, + 0.013113418619554621, + 0.0122562806674679, + 0.011901870077212977, + 0.01127599574602599, + 0.009889237569282098, + 0.008394182863264552, + 0.007307130912319848, + 0.002181182095889064, + 0.00206193108108382, + 0.0016458705063401259, + 0.0015756680660380432, + 0.0009796082032331233, + 0.0007214785006459505, + 0.0004639915899013039, + 0.00015237957172038407, + 1.0305019649080786e-05, + 1.5192747460880647e-07, + 2.013296417793525e-15, + 1.6777470148279374e-15, + 1.6777470148279374e-15, + 1.6777470148279374e-15, + 1.6777470148279374e-15, + 1.34219761186235e-15 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 90.54545454545453, + "precision": 90.54545454545453, + "recall": 100.0, + "f1": 95.02796661784835 + }, + "selection": { + "precision": 0.6645966056220352, + "recall": 1.1976047904191618, + "f1": 0.8543879243675752, + "jaccard": 0.42953513927158377 + } + } +} \ No newline at end of file diff --git a/output/regress/Prostate_Cancer/significant_genes_condition_Epilepsy.json b/output/regress/Prostate_Cancer/significant_genes_condition_Epilepsy.json new file mode 100644 index 0000000000000000000000000000000000000000..b55f7ed1cb5041941b7ec205274b0fe378a230a6 --- /dev/null +++ b/output/regress/Prostate_Cancer/significant_genes_condition_Epilepsy.json @@ -0,0 +1,1086 @@ +{ + "significant_genes": { + "Variable": [ + "CT47A1", + "COX7A2L", + "ZNF410", + "OR1Q1", + "HYAL6P", + "AASS", + "GTPBP10", + "LNP1", + "MMP7", + "TSPY1", + "ZNF578", + "ZNF878", + "TCERG1L", + "OOSP2", + "SPANXA2", + "HOXC11", + "GOLGA8DP", + "RPL23AP7", + "CHRNB1", + "A4GNT", + "ANGPTL7", + "C10orf62", + "GABRR3", + "OR51L1", + "MAGEA12", + "WBP2NL", + "H1-9P", + "SAFB", + "FBLN7", + "FKSG29", + "ALX1", + "H2AC1", + "NFIB", + "ADGRA1", + "PLAGL1", + "TAAR8", + "TSPAN10", + "PRSS45P", + "KLK8", + "AVP", + "OARD1", + "LCE1C", + "OR1L8", + "MUC7", + "HCN1", + "HBE1", + "TMCO2", + "C4orf50", + "MTMR7", + "GRAPL", + "OPN4", + "GLT6D1", + "SERPINB10", + "OR2T27", + "CFHR4", + "NETO1", + "LRIT1", + "PRAMEF4", + "LELP1", + "HMGA2", + "FERD3L", + "SLC35G6", + "ALLC", + "TRIM51", + "CNPY1", + "C17orf78", + "IL2", + "UNC119B", + "HSP90AB1", + "GLIPR1L2", + "OR7D2", + "CFAP54", + "SLCO6A1", + "FAM106A", + "NPAP1", + "FAIM", + "HTN3", + "GLRA2", + "RRH", + "SPAG11A", + "HSD3B1", + "RPL10", + "GSTT4", + "PDYN", + "IRGC", + "NMNAT1", + "RPH3AL", + "CPLX4", + "OR2J2", + "SLC7A5P1", + "CRLF2", + "CD300LD", + "POU3F2", + "HIGD2B", + "OR52K2", + "SPATA8", + "SOHLH1", + "SLC35F3", + "LIPI", + "GSTM1", + "TBC1D3P2", + "DQX1", + "HYKK", + "GTF2A1L", + "INGX", + "SYCP2", + "APEX2", + "METTL8", + "CTAG2", + "OR52A1", + "GTSE1-DT", + "LY6K", + "ATXN3L", + "ANKRD40CL", + "DEFB113", + "PTENP1", + "PCDHGC5", + "SSX7", + "HTR2C", + "SLC30A3", + "IFNL1", + "RYBP", + "SAP30", + "SLC10A2", + "KCNQ1DN", + "SBDSP1", + "KIR3DX1", + "FGF7P6", + "TXNIP", + "H4C6", + "ZNF90", + "NIPA2", + "TTTY8", + "KRTAP10-11", + "LOC284009", + "TLX1", + "HOXA3", + "UMOD", + "TERB1", + "REG1B", + "WDR64", + "HEMGN", + "OR51F1", + "FAM181A", + "SART3", + "FOXD4L3", + "CREG2", + "WHAMM", + "GGT8P", + "KRTAP7-1", + "TICAM2", + "ANKRD34C", + "LINC00518", + "CFAP74", + "CYP4F11", + "CASP12", + "GSTT2", + "HK2", + "MIR9-1HG", + "TOB1", + "MYO3B", + "PPP1R3B", + "IFNK", + "NSG2", + "NEUROD2", + "KIF2B", + "KLHDC8A", + "SNORA79", + "CEP43", + "RBM44", + "IFNA4", + "SCARNA10", + "PAGE5", + "HAO2", + "PDHA2", + "OR2B11", + "OR7C2", + "PLET1", + "P2RX5", + "NCOR1P1", + "KRT37", + "TDRD3", + "BPIFC", + "TMEM88B", + "SNORA70B", + "LRP2", + "SCEL", + "HTR5A", + "DEFB103B", + "TEX13B", + "TBPL1", + "PPP1R2C", + "RETN", + "IL1RAPL1", + "C1QTNF3", + "BAGE", + "KRT38", + "MSX2P1", + "TCHHL1", + "PCDHGA3", + "GPR151", + "CHKA", + "DHH", + "OR2M4", + "PASD1", + "IL36B", + "SPANXN2", + "PLAGL2", + "CDH6", + "ZCRB1", + "EIF4A2", + "DLGAP1", + "UPP2", + "FAM66C", + "SYNGR4", + "OR13F1", + "SPANXB1", + "GLT1D1", + "UCP1", + "RBMXL3", + "SLC25A23", + "PNPLA3", + "KRT33A", + "CSAG1", + "GJB6", + "CRH", + "KREMEN2", + "TDH", + "NAP1L6P", + "RIT2", + "BEND2", + "SNORA38B", + "OR51A4", + "FLG2", + "CCDC70", + "CRBN", + "RIMBP3C", + "ROBO2", + "RPS28", + "REDIC1", + "OPALIN", + "LRRC4B", + "C5AR2", + "LAIR2", + "PABPC1P2", + "KRTAP10-9", + "CST5", + "LCE6A", + "USP17L6P", + "NEUROD4", + "PTPRT", + "UCA1", + "F8A1", + "TBC1D28", + "GPATCH1", + "DAD1P1", + "PRSS33", + "ARL11", + "SLC39A12", + "NYAP2", + "CIAO1", + "TCEAL6", + "TLCD3B", + "PEBP4", + "COPS3", + "CELA1", + "GATA1", + "ZNF764", + "OR51F2", + "OR2AK2", + "ADCYAP1", + "AP3S2", + "SIX3", + "OR10T2", + "SALL4", + "SPINK8", + "SPP1", + "LIN28B", + "TAS2R30", + "IQCF2", + "SSX1", + "ERC2-IT1", + "H3C4", + "TMPRSS11A", + "CDK11A", + "ADAM20", + "GOLGA8IP", + "CRYAA", + "PSORS1C1", + "TRIM41", + "CLDN6", + "GBE1", + "SPRR2B", + "CNGA2", + "MIXL1", + "NCAN", + "CPOX", + "POLR2J2", + "CNGA3", + "OR56A5", + "ZNF727", + "ZSCAN31", + "RAX", + "PP2D1", + "PLAT", + "RBM23", + "CCNE1", + "GNG3", + "TFAMP1", + "KRTAP10-10", + "KRTAP5-11", + "FAM181A-AS1", + "ADCYAP1R1", + "OXT", + "SLC5A12", + "IL4", + "SERPINB11", + "PRDM14", + "ROS1", + "CPA4", + "SUPT20HL1", + "CCDC177", + "SNORA68", + "CHMP1B", + "KRTAP4-1", + "OR6N2", + "SPAG6", + "H3C6", + "H3C8", + "TCTN2", + "STATH", + "TSSK2", + "C5orf46", + "OR5B17", + "SLC25A51", + "OR2AG1", + "GABRB1", + "TREML5P", + "ZIC4", + "GAGE2E", + "DEFB106A", + "KRTAP19-2", + "PRR20A", + "FAM27E5", + "RBMY1B", + "SNAR-A13", + "TTTY17A", + "RBMY1F", + "TTTY17B", + "PRR20B", + "SNAR-A3", + "SNAR-C3", + "KRTAP19-4", + "OR5H15" + ], + "Coefficient": [ + -3.5998485554277972, + 2.6654442886558347, + -2.180280374928212, + -2.1551257345470622, + 2.1092921594414364, + -2.0227902124928616, + -1.9005251268282919, + 1.816301607579325, + 1.775681038104756, + 1.7546406406835886, + 1.7461192543795974, + -1.6442795190449946, + 1.6249990011500488, + -1.6126605623125505, + -1.5962072450180913, + 1.5861731768877867, + 1.581824629741063, + 1.557151275721071, + 1.5335699403439078, + 1.466359485950437, + -1.4479277242840758, + -1.4288667123553778, + -1.3741358589896877, + 1.3671279693535972, + 1.3422292211985638, + -1.2903211915885338, + 1.2852982585717843, + 1.2836287904188322, + -1.2717785172634355, + -1.2367941047459925, + 1.2300288003983486, + 1.224197217125286, + 1.2059970047705189, + -1.2041973012945875, + 1.2025506384599887, + 1.2006145824389265, + 1.19651934926791, + -1.1867340155533233, + -1.1782341527038476, + 1.1732064132021507, + 1.1224381121644, + 1.104260962535239, + -1.0944023444138455, + -1.0813841103925337, + -1.0761084340914846, + 1.0757847795440678, + -1.0436806159688625, + 1.0357674065041573, + -1.027993115629347, + 0.9956457115047399, + 0.9947691120039494, + 0.9886933720834568, + -0.9884624686707538, + -0.982367076590438, + 0.9813731632008096, + -0.9739686402564129, + -0.9630051204759834, + -0.9436632579146722, + -0.938075462322492, + -0.9312393063915431, + -0.927298260377673, + 0.9214799298158964, + -0.9151255133148901, + -0.9146478411581692, + -0.910422811928655, + 0.8934164031966559, + 0.8900157119419662, + 0.8883949475907856, + 0.8866737940117025, + 0.871603896570096, + -0.8593285630744713, + 0.8406572613163433, + -0.8379545868599279, + 0.8248894897869378, + -0.8199052606280179, + 0.8194053487418336, + 0.8110571205787619, + -0.8103246773996104, + 0.8095667880419362, + 0.8015286421365301, + -0.7988687557881639, + 0.7975218931950225, + 0.7940774431334354, + 0.791983886335459, + -0.7885851389155529, + 0.7836797215482637, + 0.7825038090398269, + 0.7698627234674736, + -0.7686386829952124, + 0.7591625213418512, + 0.7574967394429124, + -0.7467904580323639, + -0.7448713891440655, + -0.7398138693302594, + 0.7308060716580672, + -0.7266353755079422, + 0.7215905201514484, + 0.7214475758964345, + -0.7089028815307113, + -0.7074457343997852, + 0.7000654509092533, + -0.6938903726724749, + -0.6906398850900118, + 0.690236566768105, + -0.6867971272425231, + -0.6788520664807661, + 0.671842328001233, + -0.6554709280711442, + 0.6525559101273684, + 0.6524764362752906, + 0.6495815823158375, + 0.627944666262668, + 0.6232938176476782, + -0.6224110719474248, + 0.6135788143171095, + -0.6125684235241828, + -0.6116885074506321, + -0.6093310314739956, + 0.5950846760098134, + -0.5926161806444462, + 0.5921648319943413, + 0.5819180735601006, + 0.5740798750435925, + -0.565309283461927, + -0.562856758192751, + -0.5462094221910309, + 0.541280622446011, + -0.5411239343414509, + 0.5391768633176484, + -0.5391469364767753, + -0.5367725601896902, + -0.5245300701155904, + 0.5243236398892983, + 0.5242671018978927, + -0.5232347165617659, + -0.5122686469443553, + 0.5029033549996847, + 0.49513647390369814, + -0.49478484307444487, + -0.4944807989670807, + 0.48627625760201476, + -0.48588127837782447, + 0.48434642329212174, + -0.48278639889028313, + 0.48267190313873726, + -0.48223836288146177, + -0.4784414245553162, + 0.4737975444838525, + 0.4673415679831138, + -0.46637159230208886, + 0.45169630600921834, + -0.44802960214048665, + 0.4438694124704122, + 0.44367109102726804, + -0.4395514294796932, + 0.43938064133606425, + -0.4390086829315204, + -0.4335881603725434, + -0.4237906602996179, + 0.4174133026642405, + -0.41139368976988894, + -0.4030943442054999, + 0.39978264806800673, + -0.39687226732278524, + -0.3934241071415972, + 0.39018016801600885, + -0.3867689866761407, + -0.38299258051056434, + 0.38247136172745055, + 0.37973440383799545, + 0.3775213419905133, + 0.3707018377559538, + 0.3701434065109794, + -0.3680504800770777, + 0.36580885469741703, + -0.3640172887671441, + -0.35981210023449917, + -0.35589703263490924, + -0.3446988391428672, + 0.34370894380570105, + 0.3385370520074708, + -0.33786621294883623, + 0.3356195218472899, + -0.3340121580985696, + 0.33171483471064916, + -0.32793383227912615, + -0.3277843331697204, + -0.3214541630457608, + 0.3133361987008511, + -0.3123416039762882, + 0.31119374669632643, + -0.3105250570503287, + -0.3103212665562246, + -0.3091129998116964, + -0.308723107168564, + 0.3030941317932883, + 0.3007156319709357, + -0.3005920204582547, + 0.2996368846234032, + -0.28743506235199195, + -0.2751809092460559, + 0.2746461846075071, + 0.2723217888518262, + -0.2712365871980073, + -0.2695602917874984, + 0.2661642970145881, + 0.2657690016305449, + -0.2643120941735009, + 0.26364235447531, + -0.2623007297429641, + 0.258062266513414, + 0.2573588501102404, + -0.2520172865046531, + -0.2424510352865986, + 0.2417784193980673, + 0.23778690961975235, + -0.2350349336492622, + -0.23225062020166626, + 0.23057495756169782, + 0.22710105512226508, + -0.2256268279628565, + -0.22496743199223398, + -0.22397457498150705, + 0.21764102709176278, + -0.21678864309450072, + 0.21205429883822643, + 0.2106082036544949, + -0.21019335672050063, + 0.209459172463158, + 0.2056506097152115, + -0.20513927772166024, + 0.20456859103537225, + 0.2042874851538505, + 0.20213975189849334, + 0.1954106311536188, + -0.19271901701424307, + 0.1922835686232013, + -0.18613246721928867, + 0.18589392801501717, + 0.1836290899473462, + -0.18356465638429928, + 0.18276258906606005, + -0.1815940852448057, + -0.17841012206322723, + 0.1776322784507965, + 0.17759947249179767, + -0.17751390059774547, + 0.17588182082393977, + 0.17472784973776515, + -0.1731649877938847, + 0.17091947794266926, + 0.1704707927257518, + 0.16526514980736903, + 0.16435663427579833, + -0.16000672539213054, + -0.15998451639993622, + -0.1581181151218269, + 0.15782932982783804, + 0.1562022320793673, + -0.15276989667560661, + -0.14784090512603829, + 0.1465543191647946, + -0.14525532664894375, + -0.14299762599609905, + -0.1395563403399815, + -0.13873089486779763, + 0.1383241623833686, + 0.13551930247949442, + 0.13434177600579494, + -0.13423508080464744, + 0.13221095769303862, + -0.13189857670675748, + 0.12470971179377302, + -0.12405145322687754, + -0.11846816266643038, + -0.1183895362963206, + -0.116054748942865, + -0.11464483935243525, + -0.1084934606031742, + -0.10459468718912847, + 0.09989687096538491, + -0.09954536800938861, + 0.09909614493445866, + 0.09735755935091672, + 0.0967792790733218, + 0.09346332342720201, + 0.09236136919278906, + 0.09233885058147603, + -0.09122611137425529, + 0.08804159549961144, + -0.08707054497056554, + 0.0841332031166571, + -0.08251717010089221, + 0.08096087835077741, + 0.07903406621161523, + -0.0790119566541679, + 0.07741217440288896, + -0.07376678911521184, + -0.07131967391364931, + -0.07042873996963372, + -0.06784165424871662, + -0.0647622574129801, + -0.05681725636354315, + 0.05598994110933233, + -0.05420995504612165, + 0.0529481128627034, + -0.05019760284050299, + -0.048464592085056074, + -0.0475436291024195, + -0.04466034233533124, + 0.044231453317358255, + -0.043974588326923345, + -0.04315392968424694, + -0.041621145814412876, + -0.03910038083503062, + 0.0373213086305215, + -0.034218275775348216, + -0.03388407894984686, + 0.03278901532685006, + -0.029932923203908255, + -0.027424797484399327, + -0.02541301003164971, + 0.02146593320103749, + 0.019973022538534377, + -0.019944096367938122, + -0.015065613823991955, + 0.013159019388652616, + 0.012421600750824097, + -0.011356550871362432, + 0.010722524634157394, + 0.010598520517054656, + 0.010129393077053402, + 0.00938406873704965, + -0.006953242930176174, + 0.006786830286633758, + 0.006322352663881435, + 0.006220665697677092, + -0.0060767481544609986, + -0.00345155492159801, + -0.002216739692023478, + 0.0012103778889241297, + -0.0006613731393192504, + 0.0005966479926158753, + 0.0004490866175787115, + 0.00015595106721732083, + -5.7480350927967375e-05, + 7.932159293075718e-06, + 4.362142238552637e-15, + 3.0199446266902874e-15, + -2.6843952237247e-15, + -1.34219761186235e-15, + -6.71098805931175e-16, + -3.355494029655875e-16, + -3.355494029655875e-16 + ], + "Absolute Coefficient": [ + 3.5998485554277972, + 2.6654442886558347, + 2.180280374928212, + 2.1551257345470622, + 2.1092921594414364, + 2.0227902124928616, + 1.9005251268282919, + 1.816301607579325, + 1.775681038104756, + 1.7546406406835886, + 1.7461192543795974, + 1.6442795190449946, + 1.6249990011500488, + 1.6126605623125505, + 1.5962072450180913, + 1.5861731768877867, + 1.581824629741063, + 1.557151275721071, + 1.5335699403439078, + 1.466359485950437, + 1.4479277242840758, + 1.4288667123553778, + 1.3741358589896877, + 1.3671279693535972, + 1.3422292211985638, + 1.2903211915885338, + 1.2852982585717843, + 1.2836287904188322, + 1.2717785172634355, + 1.2367941047459925, + 1.2300288003983486, + 1.224197217125286, + 1.2059970047705189, + 1.2041973012945875, + 1.2025506384599887, + 1.2006145824389265, + 1.19651934926791, + 1.1867340155533233, + 1.1782341527038476, + 1.1732064132021507, + 1.1224381121644, + 1.104260962535239, + 1.0944023444138455, + 1.0813841103925337, + 1.0761084340914846, + 1.0757847795440678, + 1.0436806159688625, + 1.0357674065041573, + 1.027993115629347, + 0.9956457115047399, + 0.9947691120039494, + 0.9886933720834568, + 0.9884624686707538, + 0.982367076590438, + 0.9813731632008096, + 0.9739686402564129, + 0.9630051204759834, + 0.9436632579146722, + 0.938075462322492, + 0.9312393063915431, + 0.927298260377673, + 0.9214799298158964, + 0.9151255133148901, + 0.9146478411581692, + 0.910422811928655, + 0.8934164031966559, + 0.8900157119419662, + 0.8883949475907856, + 0.8866737940117025, + 0.871603896570096, + 0.8593285630744713, + 0.8406572613163433, + 0.8379545868599279, + 0.8248894897869378, + 0.8199052606280179, + 0.8194053487418336, + 0.8110571205787619, + 0.8103246773996104, + 0.8095667880419362, + 0.8015286421365301, + 0.7988687557881639, + 0.7975218931950225, + 0.7940774431334354, + 0.791983886335459, + 0.7885851389155529, + 0.7836797215482637, + 0.7825038090398269, + 0.7698627234674736, + 0.7686386829952124, + 0.7591625213418512, + 0.7574967394429124, + 0.7467904580323639, + 0.7448713891440655, + 0.7398138693302594, + 0.7308060716580672, + 0.7266353755079422, + 0.7215905201514484, + 0.7214475758964345, + 0.7089028815307113, + 0.7074457343997852, + 0.7000654509092533, + 0.6938903726724749, + 0.6906398850900118, + 0.690236566768105, + 0.6867971272425231, + 0.6788520664807661, + 0.671842328001233, + 0.6554709280711442, + 0.6525559101273684, + 0.6524764362752906, + 0.6495815823158375, + 0.627944666262668, + 0.6232938176476782, + 0.6224110719474248, + 0.6135788143171095, + 0.6125684235241828, + 0.6116885074506321, + 0.6093310314739956, + 0.5950846760098134, + 0.5926161806444462, + 0.5921648319943413, + 0.5819180735601006, + 0.5740798750435925, + 0.565309283461927, + 0.562856758192751, + 0.5462094221910309, + 0.541280622446011, + 0.5411239343414509, + 0.5391768633176484, + 0.5391469364767753, + 0.5367725601896902, + 0.5245300701155904, + 0.5243236398892983, + 0.5242671018978927, + 0.5232347165617659, + 0.5122686469443553, + 0.5029033549996847, + 0.49513647390369814, + 0.49478484307444487, + 0.4944807989670807, + 0.48627625760201476, + 0.48588127837782447, + 0.48434642329212174, + 0.48278639889028313, + 0.48267190313873726, + 0.48223836288146177, + 0.4784414245553162, + 0.4737975444838525, + 0.4673415679831138, + 0.46637159230208886, + 0.45169630600921834, + 0.44802960214048665, + 0.4438694124704122, + 0.44367109102726804, + 0.4395514294796932, + 0.43938064133606425, + 0.4390086829315204, + 0.4335881603725434, + 0.4237906602996179, + 0.4174133026642405, + 0.41139368976988894, + 0.4030943442054999, + 0.39978264806800673, + 0.39687226732278524, + 0.3934241071415972, + 0.39018016801600885, + 0.3867689866761407, + 0.38299258051056434, + 0.38247136172745055, + 0.37973440383799545, + 0.3775213419905133, + 0.3707018377559538, + 0.3701434065109794, + 0.3680504800770777, + 0.36580885469741703, + 0.3640172887671441, + 0.35981210023449917, + 0.35589703263490924, + 0.3446988391428672, + 0.34370894380570105, + 0.3385370520074708, + 0.33786621294883623, + 0.3356195218472899, + 0.3340121580985696, + 0.33171483471064916, + 0.32793383227912615, + 0.3277843331697204, + 0.3214541630457608, + 0.3133361987008511, + 0.3123416039762882, + 0.31119374669632643, + 0.3105250570503287, + 0.3103212665562246, + 0.3091129998116964, + 0.308723107168564, + 0.3030941317932883, + 0.3007156319709357, + 0.3005920204582547, + 0.2996368846234032, + 0.28743506235199195, + 0.2751809092460559, + 0.2746461846075071, + 0.2723217888518262, + 0.2712365871980073, + 0.2695602917874984, + 0.2661642970145881, + 0.2657690016305449, + 0.2643120941735009, + 0.26364235447531, + 0.2623007297429641, + 0.258062266513414, + 0.2573588501102404, + 0.2520172865046531, + 0.2424510352865986, + 0.2417784193980673, + 0.23778690961975235, + 0.2350349336492622, + 0.23225062020166626, + 0.23057495756169782, + 0.22710105512226508, + 0.2256268279628565, + 0.22496743199223398, + 0.22397457498150705, + 0.21764102709176278, + 0.21678864309450072, + 0.21205429883822643, + 0.2106082036544949, + 0.21019335672050063, + 0.209459172463158, + 0.2056506097152115, + 0.20513927772166024, + 0.20456859103537225, + 0.2042874851538505, + 0.20213975189849334, + 0.1954106311536188, + 0.19271901701424307, + 0.1922835686232013, + 0.18613246721928867, + 0.18589392801501717, + 0.1836290899473462, + 0.18356465638429928, + 0.18276258906606005, + 0.1815940852448057, + 0.17841012206322723, + 0.1776322784507965, + 0.17759947249179767, + 0.17751390059774547, + 0.17588182082393977, + 0.17472784973776515, + 0.1731649877938847, + 0.17091947794266926, + 0.1704707927257518, + 0.16526514980736903, + 0.16435663427579833, + 0.16000672539213054, + 0.15998451639993622, + 0.1581181151218269, + 0.15782932982783804, + 0.1562022320793673, + 0.15276989667560661, + 0.14784090512603829, + 0.1465543191647946, + 0.14525532664894375, + 0.14299762599609905, + 0.1395563403399815, + 0.13873089486779763, + 0.1383241623833686, + 0.13551930247949442, + 0.13434177600579494, + 0.13423508080464744, + 0.13221095769303862, + 0.13189857670675748, + 0.12470971179377302, + 0.12405145322687754, + 0.11846816266643038, + 0.1183895362963206, + 0.116054748942865, + 0.11464483935243525, + 0.1084934606031742, + 0.10459468718912847, + 0.09989687096538491, + 0.09954536800938861, + 0.09909614493445866, + 0.09735755935091672, + 0.0967792790733218, + 0.09346332342720201, + 0.09236136919278906, + 0.09233885058147603, + 0.09122611137425529, + 0.08804159549961144, + 0.08707054497056554, + 0.0841332031166571, + 0.08251717010089221, + 0.08096087835077741, + 0.07903406621161523, + 0.0790119566541679, + 0.07741217440288896, + 0.07376678911521184, + 0.07131967391364931, + 0.07042873996963372, + 0.06784165424871662, + 0.0647622574129801, + 0.05681725636354315, + 0.05598994110933233, + 0.05420995504612165, + 0.0529481128627034, + 0.05019760284050299, + 0.048464592085056074, + 0.0475436291024195, + 0.04466034233533124, + 0.044231453317358255, + 0.043974588326923345, + 0.04315392968424694, + 0.041621145814412876, + 0.03910038083503062, + 0.0373213086305215, + 0.034218275775348216, + 0.03388407894984686, + 0.03278901532685006, + 0.029932923203908255, + 0.027424797484399327, + 0.02541301003164971, + 0.02146593320103749, + 0.019973022538534377, + 0.019944096367938122, + 0.015065613823991955, + 0.013159019388652616, + 0.012421600750824097, + 0.011356550871362432, + 0.010722524634157394, + 0.010598520517054656, + 0.010129393077053402, + 0.00938406873704965, + 0.006953242930176174, + 0.006786830286633758, + 0.006322352663881435, + 0.006220665697677092, + 0.0060767481544609986, + 0.00345155492159801, + 0.002216739692023478, + 0.0012103778889241297, + 0.0006613731393192504, + 0.0005966479926158753, + 0.0004490866175787115, + 0.00015595106721732083, + 5.7480350927967375e-05, + 7.932159293075718e-06, + 4.362142238552637e-15, + 3.0199446266902874e-15, + 2.6843952237247e-15, + 1.34219761186235e-15, + 6.71098805931175e-16, + 3.355494029655875e-16, + 3.355494029655875e-16 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 90.54545454545453, + "precision": 90.54545454545453, + "recall": 100.0, + "f1": 95.02796661784835 + }, + "selection": { + "precision": 0.6719810616169278, + "recall": 1.1976047904191618, + "f1": 0.8607901651699343, + "jaccard": 0.43282584111794503 + } + } +} \ No newline at end of file diff --git a/output/regress/Prostate_Cancer/significant_genes_condition_Fibromyalgia.json b/output/regress/Prostate_Cancer/significant_genes_condition_Fibromyalgia.json new file mode 100644 index 0000000000000000000000000000000000000000..ca9bd32ea92bdbf624a3dc474ce48bab01b3c8dc --- /dev/null +++ b/output/regress/Prostate_Cancer/significant_genes_condition_Fibromyalgia.json @@ -0,0 +1,1080 @@ +{ + "significant_genes": { + "Variable": [ + "CT47A1", + "COX7A2L", + "ZNF410", + "OR1Q1", + "HYAL6P", + "AASS", + "GTPBP10", + "LNP1", + "ZNF578", + "MMP7", + "TSPY1", + "ZNF878", + "SPANXA2", + "OOSP2", + "TCERG1L", + "HOXC11", + "RPL23AP7", + "GOLGA8DP", + "CHRNB1", + "ANGPTL7", + "A4GNT", + "C10orf62", + "GABRR3", + "OR51L1", + "FBLN7", + "MAGEA12", + "WBP2NL", + "H1-9P", + "FKSG29", + "TSPAN10", + "PLAGL1", + "NFIB", + "ALX1", + "SAFB", + "PRSS45P", + "ADGRA1", + "TAAR8", + "H2AC1", + "KLK8", + "OARD1", + "AVP", + "HCN1", + "OR1L8", + "LCE1C", + "MUC7", + "GRAPL", + "TMCO2", + "C4orf50", + "HBE1", + "GLT6D1", + "OPN4", + "MTMR7", + "CFHR4", + "SERPINB10", + "OR2T27", + "LELP1", + "HSP90AB1", + "LRIT1", + "PRAMEF4", + "NETO1", + "TRIM51", + "CNPY1", + "FERD3L", + "SLC35G6", + "ALLC", + "C17orf78", + "UNC119B", + "GLIPR1L2", + "HMGA2", + "NPAP1", + "IL2", + "SPAG11A", + "GLRA2", + "SLCO6A1", + "OR7D2", + "CFAP54", + "RRH", + "GSTT4", + "HSD3B1", + "HTN3", + "RPH3AL", + "SLC7A5P1", + "FAM106A", + "OR2J2", + "IRGC", + "PDYN", + "CRLF2", + "OR52K2", + "POU3F2", + "RPL10", + "SPATA8", + "FAIM", + "CPLX4", + "GSTM1", + "CD300LD", + "NMNAT1", + "HIGD2B", + "DQX1", + "SOHLH1", + "SLC35F3", + "APEX2", + "METTL8", + "HYKK", + "LIPI", + "INGX", + "TBC1D3P2", + "GTF2A1L", + "ANKRD40CL", + "OR52A1", + "SBDSP1", + "CTAG2", + "SSX7", + "HTR2C", + "DEFB113", + "PCDHGC5", + "GTSE1-DT", + "SYCP2", + "ATXN3L", + "LY6K", + "RYBP", + "IFNL1", + "PTENP1", + "SLC10A2", + "SLC30A3", + "KCNQ1DN", + "FGF7P6", + "SAP30", + "TTTY8", + "NIPA2", + "HOXA3", + "FAM181A", + "KIR3DX1", + "LOC284009", + "TXNIP", + "KRTAP10-11", + "SART3", + "ZNF90", + "HEMGN", + "TERB1", + "CREG2", + "H4C6", + "CASP12", + "FOXD4L3", + "UMOD", + "KRTAP7-1", + "OR51F1", + "WDR64", + "TLX1", + "REG1B", + "NSG2", + "TOB1", + "TICAM2", + "GGT8P", + "LINC00518", + "CYP4F11", + "WHAMM", + "GSTT2", + "PPP1R3B", + "MYO3B", + "ANKRD34C", + "CFAP74", + "HK2", + "RBM44", + "NEUROD2", + "IFNA4", + "KIF2B", + "HAO2", + "IFNK", + "KLHDC8A", + "TMEM88B", + "P2RX5", + "OR7C2", + "MIR9-1HG", + "PAGE5", + "KRT37", + "PDHA2", + "SCARNA10", + "NCOR1P1", + "CEP43", + "PLET1", + "PPP1R2C", + "SNORA79", + "SNORA70B", + "OR2B11", + "KRT38", + "BPIFC", + "TEX13B", + "CHKA", + "RETN", + "UPP2", + "TDRD3", + "HTR5A", + "DHH", + "DLGAP1", + "DEFB103B", + "IL1RAPL1", + "C1QTNF3", + "MSX2P1", + "KREMEN2", + "PLAGL2", + "GLT1D1", + "LRP2", + "SCEL", + "IL36B", + "OR2M4", + "CDH6", + "BAGE", + "ZCRB1", + "TBPL1", + "EIF4A2", + "PCDHGA3", + "TCHHL1", + "SPANXB1", + "FAM66C", + "OR51A4", + "SPANXN2", + "LRRC4B", + "GPR151", + "SNORA38B", + "CSAG1", + "GJB6", + "PTPRT", + "SYNGR4", + "SLC25A23", + "PABPC1P2", + "KRT33A", + "UCP1", + "OR13F1", + "OPALIN", + "CRH", + "TDH", + "RBMXL3", + "PASD1", + "RPS28", + "FLG2", + "PNPLA3", + "RIMBP3C", + "CST5", + "KRTAP10-9", + "LCE6A", + "BEND2", + "CCDC70", + "PEBP4", + "REDIC1", + "C5AR2", + "RIT2", + "TBC1D28", + "NYAP2", + "CIAO1", + "TCEAL6", + "UCA1", + "NAP1L6P", + "PSORS1C1", + "DAD1P1", + "ADCYAP1", + "PRSS33", + "OR51F2", + "F8A1", + "ROBO2", + "TLCD3B", + "SSX1", + "SLC39A12", + "NEUROD4", + "LAIR2", + "CRBN", + "USP17L6P", + "LIN28B", + "SALL4", + "CDK11A", + "AP3S2", + "OR10T2", + "OR2AK2", + "TAS2R30", + "CELA1", + "ADAM20", + "SPINK8", + "TRIM41", + "SPRR2B", + "TMPRSS11A", + "CRYAA", + "COPS3", + "SIX3", + "SERPINB11", + "CPOX", + "ZNF764", + "ERC2-IT1", + "GPATCH1", + "CLDN6", + "RBM23", + "PP2D1", + "SPP1", + "NCAN", + "POLR2J2", + "PLAT", + "CCDC177", + "RAX", + "IQCF2", + "KRTAP10-10", + "ZNF727", + "GOLGA8IP", + "H3C6", + "MIXL1", + "CCNE1", + "ZSCAN31", + "GATA1", + "FAM181A-AS1", + "H3C4", + "ROS1", + "GBE1", + "SLC5A12", + "GNG3", + "CHMP1B", + "CNGA2", + "ARL11", + "OR56A5", + "CPA4", + "TFAMP1", + "H3C8", + "SUPT20HL1", + "ZIC4", + "KRTAP4-1", + "OXT", + "ESPNL", + "OR2AG1", + "SLC25A51", + "KRTAP5-11", + "OR6N2", + "SEC14L4", + "TSSK2", + "PRDM14", + "S100A5", + "ADCYAP1R1", + "TREML5P", + "OR5B17", + "GAGE2E", + "SPAG6", + "DEFB106A", + "KRTAP19-2", + "CNGA3", + "PRR20A", + "FAM27E5", + "CCL15", + "RBMY1B", + "TTTY17A", + "RBMY1F", + "OR5H15", + "KRTAP19-4", + "KRTAP20-3", + "KRTAP22-1", + "TTTY17B", + "PRR20B", + "TTTY19" + ], + "Coefficient": [ + -3.6030698578437077, + 2.6861601605959855, + -2.1971532230022235, + -2.115906595009369, + 2.0952780214433107, + -1.9972308950250433, + -1.8423514253559885, + 1.8162686477911136, + 1.7890544019561103, + 1.767450804563709, + 1.7325440476422367, + -1.6770804861345132, + -1.6447094584202535, + -1.622102685952097, + 1.6214719765026704, + 1.6001333776603917, + 1.5502841099438696, + 1.5331104284946158, + 1.5268968616246084, + -1.5004062614792422, + 1.464781635098324, + -1.436939729996741, + -1.3886015586708518, + 1.3597622127345173, + -1.2770768501440866, + 1.2702468697403964, + -1.252127639010323, + 1.2508988840568565, + -1.2266387341366234, + 1.2164411701785616, + 1.211032494831873, + 1.2071380696815244, + 1.199593150275191, + 1.197954620525768, + -1.1961869850641353, + -1.1960041382342268, + 1.1881948870716053, + 1.1877098419898349, + -1.1591927546920497, + 1.158948867766446, + 1.1518202111495133, + -1.1374253514517108, + -1.112719779825948, + 1.1125171872904485, + -1.0796931927585958, + 1.0564607253007787, + -1.0553552485898583, + 1.0510749473323606, + 1.0327833010778924, + 1.026710724147035, + 1.0134293484723462, + -1.0075066509030506, + 1.0026389452160938, + -0.9977961176775596, + -0.9671350165098493, + -0.9574010040998081, + 0.9523083905322739, + -0.9514364752240413, + -0.9484443095703778, + -0.9470490627948566, + -0.9396070269692366, + -0.9333919492880751, + -0.9275408817781504, + 0.9268467896778176, + -0.9146466143962086, + 0.8856732502665299, + 0.8796893340364064, + 0.8691960496137243, + -0.86757254755816, + -0.8541005996146354, + 0.8432498770462196, + 0.8273559022262041, + -0.823251263484697, + -0.8207102396478063, + -0.8195187057724064, + 0.8158836773777222, + 0.8135573066388505, + 0.8089301341805762, + -0.8069511100013017, + 0.8032800273931504, + 0.7979115610886329, + 0.7881339026829687, + 0.7879929761283564, + -0.7869202497088176, + -0.7843693240476172, + 0.781249315416541, + 0.7778363170270953, + 0.7742835933298532, + -0.7725877690107813, + 0.7702751251075466, + -0.7674521815031266, + 0.7618473170424661, + 0.7571580531628928, + -0.7521791188042847, + -0.7444025277398097, + 0.7405493278062988, + -0.7298450665572027, + -0.7240894818819315, + 0.7209284336495189, + 0.7194010948918443, + 0.6924252160629896, + -0.692221568013086, + -0.687893606247255, + -0.6861348087176584, + -0.6817899515927183, + 0.6771333874914287, + 0.6717463262883691, + -0.6617814237532825, + 0.6616183132200232, + -0.6435876257948472, + 0.6355126868508223, + -0.6311081336911405, + 0.6158704511785547, + 0.6139186524352175, + -0.6139027835755116, + 0.61315630233715, + -0.6085569397988462, + 0.6072823425174538, + 0.6037359633139355, + 0.599828895767143, + 0.5997343544281704, + -0.5881908777691465, + -0.5621160336222196, + -0.561717897690239, + -0.5594804351806821, + -0.5550566442045795, + 0.5498332117651009, + 0.5429430570553343, + -0.5376518050792445, + 0.5369085265458872, + -0.5303396600255702, + 0.526168708268537, + -0.5178041771756593, + 0.5117643087490834, + 0.5094664516660442, + 0.5018735689575582, + -0.4999989713775734, + -0.49740468160881274, + -0.4943788706969578, + -0.4938578828306713, + -0.49022680550641057, + 0.4873093896506594, + -0.4827145604244563, + 0.4820376646903877, + -0.48168783305477286, + 0.48066090592971206, + 0.47795499889993254, + -0.47643911036547576, + -0.4633079422190193, + -0.46291637940534175, + 0.45906277670925, + 0.457033329519607, + 0.45438042429744185, + 0.4531798046557733, + -0.4483181692047406, + 0.4328709086775684, + -0.4298464930361906, + -0.4292473924714853, + -0.42887021696681676, + -0.4279860314430095, + 0.42104910498318154, + -0.41868132105024203, + 0.40679321290943, + -0.4003745481251148, + 0.40004575958719013, + 0.39470640677908464, + -0.39414024758471283, + 0.38935167539213567, + -0.3834940708634662, + -0.3729847708850841, + -0.3722377586490658, + -0.3649027418811758, + -0.3622677079344035, + 0.36197877218635804, + 0.35679520861334796, + 0.3551905902847634, + 0.3547983968330934, + 0.35315578349835625, + 0.3519392197966948, + -0.35025412647839355, + -0.3475345534531204, + -0.3442380473541065, + 0.34242765266332786, + -0.34003583169446244, + 0.33839413968511783, + 0.3364097070038635, + -0.3349078509118601, + 0.3131595283225492, + -0.3130609036108383, + -0.30770735101016516, + -0.3059859900120164, + -0.30340311606230247, + 0.3032201820727811, + 0.2971634089688774, + 0.2968259025814989, + -0.2946367024830583, + -0.2943565438536696, + -0.2928000435479334, + 0.2846575315018081, + -0.28351523035486825, + -0.281682881299621, + -0.28055214424733727, + -0.2730379497044581, + 0.2720468674251262, + -0.2707192490485401, + 0.2706475007241861, + 0.2690740514350214, + -0.26693025842337464, + 0.26488906605392143, + 0.26421708602933436, + -0.26377439916746676, + 0.2611474483230132, + -0.2604461053619079, + -0.2524221874680126, + 0.2500286190031986, + 0.24879637231125898, + 0.2485614721347051, + -0.24618672745396944, + 0.24609994254812212, + 0.24502841754794455, + -0.2418818213178716, + 0.23196543415480494, + 0.22698656386773833, + -0.22147804910188204, + 0.21763701746726957, + -0.2172711819514126, + 0.21706136348987165, + 0.2164071426407948, + -0.21409953115311953, + 0.21282319499517735, + -0.20947772897030634, + 0.20685442376506713, + -0.20651922006119944, + 0.20626234708274369, + 0.20418215192362088, + -0.20377250826889148, + 0.20119555041986326, + -0.19837839883052713, + 0.19424386726178314, + 0.19061813681004064, + -0.18894529550627798, + 0.18198053704584008, + -0.1794040883908758, + 0.17892788660576395, + -0.17835263288763303, + 0.17095837078843673, + 0.1694796566727104, + -0.1690815964247078, + -0.1685627835625962, + 0.1654418777845917, + 0.16528691085063998, + 0.16415434503858314, + -0.15944854837364664, + -0.15882540817730356, + 0.15617933203650114, + -0.15526806628017692, + 0.15500500674474632, + 0.15445012507854272, + -0.1531464807095624, + -0.15254244102037276, + 0.1466109220551163, + 0.14652263018575987, + -0.14425355718084057, + -0.1442432980809824, + -0.14254382548541017, + 0.14038443492603467, + -0.1355125079594009, + -0.13404062032762543, + 0.133311303007026, + -0.13182019314665705, + -0.13112551761601385, + -0.12821619594008313, + -0.12678226561250322, + -0.12371546139769135, + 0.11793312485604747, + -0.11241959027919259, + 0.11173519660672145, + -0.10959924503980417, + 0.10865893313247592, + 0.10828281728796285, + -0.10720896582117381, + 0.10623728235769789, + -0.10567122699316403, + 0.10519265355652052, + 0.1045982284534487, + -0.09955161231201463, + -0.09929487813173112, + -0.09913669568815785, + 0.09495712113432747, + 0.09120655877491914, + -0.08678317995653338, + -0.08642221454645194, + -0.08486086719023034, + -0.08439245429124043, + -0.07910802862225343, + -0.07009125309818232, + -0.06829880783872544, + -0.06782765886647942, + -0.0664620955181224, + 0.06548192549125939, + 0.0653080575502827, + 0.06379008373969097, + -0.06196587317194168, + -0.06161949375362743, + 0.060573635360186825, + -0.05831447714315251, + 0.05723590452333901, + 0.05699963184567679, + 0.05203518498966139, + -0.05154308899524369, + -0.04950581295973215, + 0.048440692666269325, + 0.04373529336185585, + 0.04323591041089957, + -0.040780378847752034, + -0.04041772115931843, + -0.03222179804131194, + -0.02943341584697006, + -0.02920649026577358, + -0.027361997234876624, + -0.026101373159961572, + -0.025191876019033853, + -0.01853762105998983, + 0.018215238439339386, + 0.016673391513316215, + 0.014981419877384494, + -0.013840191702367846, + 0.011298927421765097, + 0.010166688922027642, + -0.00869736091583738, + -0.008474653344693394, + -0.005616636334890183, + -0.005486279995801603, + -0.005194318513821843, + -0.0022414334891363527, + 0.0009155069339492733, + 0.0009062399751729153, + -0.0008562037548383829, + -0.0008270202644726063, + 0.0006549759214218834, + 0.00048161578416646057, + 0.00043980045043703886, + 0.0003146941697319321, + 4.362142238552637e-15, + 4.02659283558705e-15, + -3.0199446266902874e-15, + -1.6777470148279374e-15, + -1.34219761186235e-15, + 1.34219761186235e-15, + 1.0066482088967625e-15, + -6.71098805931175e-16, + 3.355494029655875e-16 + ], + "Absolute Coefficient": [ + 3.6030698578437077, + 2.6861601605959855, + 2.1971532230022235, + 2.115906595009369, + 2.0952780214433107, + 1.9972308950250433, + 1.8423514253559885, + 1.8162686477911136, + 1.7890544019561103, + 1.767450804563709, + 1.7325440476422367, + 1.6770804861345132, + 1.6447094584202535, + 1.622102685952097, + 1.6214719765026704, + 1.6001333776603917, + 1.5502841099438696, + 1.5331104284946158, + 1.5268968616246084, + 1.5004062614792422, + 1.464781635098324, + 1.436939729996741, + 1.3886015586708518, + 1.3597622127345173, + 1.2770768501440866, + 1.2702468697403964, + 1.252127639010323, + 1.2508988840568565, + 1.2266387341366234, + 1.2164411701785616, + 1.211032494831873, + 1.2071380696815244, + 1.199593150275191, + 1.197954620525768, + 1.1961869850641353, + 1.1960041382342268, + 1.1881948870716053, + 1.1877098419898349, + 1.1591927546920497, + 1.158948867766446, + 1.1518202111495133, + 1.1374253514517108, + 1.112719779825948, + 1.1125171872904485, + 1.0796931927585958, + 1.0564607253007787, + 1.0553552485898583, + 1.0510749473323606, + 1.0327833010778924, + 1.026710724147035, + 1.0134293484723462, + 1.0075066509030506, + 1.0026389452160938, + 0.9977961176775596, + 0.9671350165098493, + 0.9574010040998081, + 0.9523083905322739, + 0.9514364752240413, + 0.9484443095703778, + 0.9470490627948566, + 0.9396070269692366, + 0.9333919492880751, + 0.9275408817781504, + 0.9268467896778176, + 0.9146466143962086, + 0.8856732502665299, + 0.8796893340364064, + 0.8691960496137243, + 0.86757254755816, + 0.8541005996146354, + 0.8432498770462196, + 0.8273559022262041, + 0.823251263484697, + 0.8207102396478063, + 0.8195187057724064, + 0.8158836773777222, + 0.8135573066388505, + 0.8089301341805762, + 0.8069511100013017, + 0.8032800273931504, + 0.7979115610886329, + 0.7881339026829687, + 0.7879929761283564, + 0.7869202497088176, + 0.7843693240476172, + 0.781249315416541, + 0.7778363170270953, + 0.7742835933298532, + 0.7725877690107813, + 0.7702751251075466, + 0.7674521815031266, + 0.7618473170424661, + 0.7571580531628928, + 0.7521791188042847, + 0.7444025277398097, + 0.7405493278062988, + 0.7298450665572027, + 0.7240894818819315, + 0.7209284336495189, + 0.7194010948918443, + 0.6924252160629896, + 0.692221568013086, + 0.687893606247255, + 0.6861348087176584, + 0.6817899515927183, + 0.6771333874914287, + 0.6717463262883691, + 0.6617814237532825, + 0.6616183132200232, + 0.6435876257948472, + 0.6355126868508223, + 0.6311081336911405, + 0.6158704511785547, + 0.6139186524352175, + 0.6139027835755116, + 0.61315630233715, + 0.6085569397988462, + 0.6072823425174538, + 0.6037359633139355, + 0.599828895767143, + 0.5997343544281704, + 0.5881908777691465, + 0.5621160336222196, + 0.561717897690239, + 0.5594804351806821, + 0.5550566442045795, + 0.5498332117651009, + 0.5429430570553343, + 0.5376518050792445, + 0.5369085265458872, + 0.5303396600255702, + 0.526168708268537, + 0.5178041771756593, + 0.5117643087490834, + 0.5094664516660442, + 0.5018735689575582, + 0.4999989713775734, + 0.49740468160881274, + 0.4943788706969578, + 0.4938578828306713, + 0.49022680550641057, + 0.4873093896506594, + 0.4827145604244563, + 0.4820376646903877, + 0.48168783305477286, + 0.48066090592971206, + 0.47795499889993254, + 0.47643911036547576, + 0.4633079422190193, + 0.46291637940534175, + 0.45906277670925, + 0.457033329519607, + 0.45438042429744185, + 0.4531798046557733, + 0.4483181692047406, + 0.4328709086775684, + 0.4298464930361906, + 0.4292473924714853, + 0.42887021696681676, + 0.4279860314430095, + 0.42104910498318154, + 0.41868132105024203, + 0.40679321290943, + 0.4003745481251148, + 0.40004575958719013, + 0.39470640677908464, + 0.39414024758471283, + 0.38935167539213567, + 0.3834940708634662, + 0.3729847708850841, + 0.3722377586490658, + 0.3649027418811758, + 0.3622677079344035, + 0.36197877218635804, + 0.35679520861334796, + 0.3551905902847634, + 0.3547983968330934, + 0.35315578349835625, + 0.3519392197966948, + 0.35025412647839355, + 0.3475345534531204, + 0.3442380473541065, + 0.34242765266332786, + 0.34003583169446244, + 0.33839413968511783, + 0.3364097070038635, + 0.3349078509118601, + 0.3131595283225492, + 0.3130609036108383, + 0.30770735101016516, + 0.3059859900120164, + 0.30340311606230247, + 0.3032201820727811, + 0.2971634089688774, + 0.2968259025814989, + 0.2946367024830583, + 0.2943565438536696, + 0.2928000435479334, + 0.2846575315018081, + 0.28351523035486825, + 0.281682881299621, + 0.28055214424733727, + 0.2730379497044581, + 0.2720468674251262, + 0.2707192490485401, + 0.2706475007241861, + 0.2690740514350214, + 0.26693025842337464, + 0.26488906605392143, + 0.26421708602933436, + 0.26377439916746676, + 0.2611474483230132, + 0.2604461053619079, + 0.2524221874680126, + 0.2500286190031986, + 0.24879637231125898, + 0.2485614721347051, + 0.24618672745396944, + 0.24609994254812212, + 0.24502841754794455, + 0.2418818213178716, + 0.23196543415480494, + 0.22698656386773833, + 0.22147804910188204, + 0.21763701746726957, + 0.2172711819514126, + 0.21706136348987165, + 0.2164071426407948, + 0.21409953115311953, + 0.21282319499517735, + 0.20947772897030634, + 0.20685442376506713, + 0.20651922006119944, + 0.20626234708274369, + 0.20418215192362088, + 0.20377250826889148, + 0.20119555041986326, + 0.19837839883052713, + 0.19424386726178314, + 0.19061813681004064, + 0.18894529550627798, + 0.18198053704584008, + 0.1794040883908758, + 0.17892788660576395, + 0.17835263288763303, + 0.17095837078843673, + 0.1694796566727104, + 0.1690815964247078, + 0.1685627835625962, + 0.1654418777845917, + 0.16528691085063998, + 0.16415434503858314, + 0.15944854837364664, + 0.15882540817730356, + 0.15617933203650114, + 0.15526806628017692, + 0.15500500674474632, + 0.15445012507854272, + 0.1531464807095624, + 0.15254244102037276, + 0.1466109220551163, + 0.14652263018575987, + 0.14425355718084057, + 0.1442432980809824, + 0.14254382548541017, + 0.14038443492603467, + 0.1355125079594009, + 0.13404062032762543, + 0.133311303007026, + 0.13182019314665705, + 0.13112551761601385, + 0.12821619594008313, + 0.12678226561250322, + 0.12371546139769135, + 0.11793312485604747, + 0.11241959027919259, + 0.11173519660672145, + 0.10959924503980417, + 0.10865893313247592, + 0.10828281728796285, + 0.10720896582117381, + 0.10623728235769789, + 0.10567122699316403, + 0.10519265355652052, + 0.1045982284534487, + 0.09955161231201463, + 0.09929487813173112, + 0.09913669568815785, + 0.09495712113432747, + 0.09120655877491914, + 0.08678317995653338, + 0.08642221454645194, + 0.08486086719023034, + 0.08439245429124043, + 0.07910802862225343, + 0.07009125309818232, + 0.06829880783872544, + 0.06782765886647942, + 0.0664620955181224, + 0.06548192549125939, + 0.0653080575502827, + 0.06379008373969097, + 0.06196587317194168, + 0.06161949375362743, + 0.060573635360186825, + 0.05831447714315251, + 0.05723590452333901, + 0.05699963184567679, + 0.05203518498966139, + 0.05154308899524369, + 0.04950581295973215, + 0.048440692666269325, + 0.04373529336185585, + 0.04323591041089957, + 0.040780378847752034, + 0.04041772115931843, + 0.03222179804131194, + 0.02943341584697006, + 0.02920649026577358, + 0.027361997234876624, + 0.026101373159961572, + 0.025191876019033853, + 0.01853762105998983, + 0.018215238439339386, + 0.016673391513316215, + 0.014981419877384494, + 0.013840191702367846, + 0.011298927421765097, + 0.010166688922027642, + 0.00869736091583738, + 0.008474653344693394, + 0.005616636334890183, + 0.005486279995801603, + 0.005194318513821843, + 0.0022414334891363527, + 0.0009155069339492733, + 0.0009062399751729153, + 0.0008562037548383829, + 0.0008270202644726063, + 0.0006549759214218834, + 0.00048161578416646057, + 0.00043980045043703886, + 0.0003146941697319321, + 4.362142238552637e-15, + 4.02659283558705e-15, + 3.0199446266902874e-15, + 1.6777470148279374e-15, + 1.34219761186235e-15, + 1.34219761186235e-15, + 1.0066482088967625e-15, + 6.71098805931175e-16, + 3.355494029655875e-16 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 90.54545454545453, + "precision": 90.54545454545453, + "recall": 100.0, + "f1": 95.02796661784835 + }, + "selection": { + "precision": 0.613360635365204, + "recall": 1.0778443113772456, + "f1": 0.7816948365066994, + "jaccard": 0.39304895822284636 + } + } +} \ No newline at end of file diff --git a/output/regress/Prostate_Cancer/significant_genes_condition_Huntingtons_Disease.json b/output/regress/Prostate_Cancer/significant_genes_condition_Huntingtons_Disease.json new file mode 100644 index 0000000000000000000000000000000000000000..f8274f8d60285f30585d805a7ced5e2d918f81fa --- /dev/null +++ b/output/regress/Prostate_Cancer/significant_genes_condition_Huntingtons_Disease.json @@ -0,0 +1,1086 @@ +{ + "significant_genes": { + "Variable": [ + "CT47A1", + "COX7A2L", + "ZNF410", + "OR1Q1", + "HYAL6P", + "AASS", + "GTPBP10", + "MMP7", + "LNP1", + "ZNF578", + "TSPY1", + "ZNF878", + "TCERG1L", + "HOXC11", + "SPANXA2", + "CHRNB1", + "OOSP2", + "RPL23AP7", + "GOLGA8DP", + "ANGPTL7", + "A4GNT", + "C10orf62", + "GABRR3", + "OR51L1", + "H1-9P", + "WBP2NL", + "PLAGL1", + "MAGEA12", + "FBLN7", + "FKSG29", + "NFIB", + "H2AC1", + "TAAR8", + "ALX1", + "TSPAN10", + "SAFB", + "OARD1", + "PRSS45P", + "KLK8", + "ADGRA1", + "AVP", + "OR1L8", + "LCE1C", + "HCN1", + "GRAPL", + "HBE1", + "MUC7", + "MTMR7", + "SERPINB10", + "GLT6D1", + "TMCO2", + "C4orf50", + "NETO1", + "OPN4", + "OR2T27", + "CFHR4", + "LRIT1", + "LELP1", + "ALLC", + "FERD3L", + "TRIM51", + "PRAMEF4", + "UNC119B", + "CNPY1", + "C17orf78", + "SLC35G6", + "HSP90AB1", + "HMGA2", + "GLIPR1L2", + "OR7D2", + "NPAP1", + "IL2", + "CFAP54", + "SLCO6A1", + "RPL10", + "GLRA2", + "PDYN", + "GSTT4", + "FAM106A", + "IRGC", + "HSD3B1", + "OR2J2", + "POU3F2", + "CPLX4", + "SLC7A5P1", + "HTN3", + "RRH", + "CRLF2", + "FAIM", + "SPATA8", + "RPH3AL", + "CD300LD", + "HIGD2B", + "SPAG11A", + "NMNAT1", + "HYKK", + "OR52K2", + "GTF2A1L", + "SOHLH1", + "DQX1", + "GSTM1", + "METTL8", + "SLC35F3", + "INGX", + "LIPI", + "TBC1D3P2", + "APEX2", + "SYCP2", + "CTAG2", + "LY6K", + "GTSE1-DT", + "ATXN3L", + "ANKRD40CL", + "NIPA2", + "OR52A1", + "DEFB113", + "TXNIP", + "SSX7", + "HTR2C", + "IFNL1", + "PCDHGC5", + "SAP30", + "FGF7P6", + "SLC30A3", + "SLC10A2", + "RYBP", + "PTENP1", + "SBDSP1", + "HOXA3", + "KCNQ1DN", + "KIR3DX1", + "H4C6", + "LOC284009", + "TICAM2", + "CASP12", + "TTTY8", + "HEMGN", + "FAM181A", + "WDR64", + "SART3", + "TOB1", + "KRTAP10-11", + "FOXD4L3", + "ZNF90", + "CYP4F11", + "TLX1", + "UMOD", + "REG1B", + "KRTAP7-1", + "TERB1", + "CREG2", + "GGT8P", + "OR51F1", + "WHAMM", + "LINC00518", + "HK2", + "CFAP74", + "GSTT2", + "ANKRD34C", + "NSG2", + "MIR9-1HG", + "PDHA2", + "PAGE5", + "MYO3B", + "RBM44", + "SNORA79", + "NEUROD2", + "CHKA", + "IFNK", + "HAO2", + "KIF2B", + "IFNA4", + "KLHDC8A", + "PLET1", + "DEFB103B", + "BPIFC", + "KRT37", + "CEP43", + "OR2B11", + "SCARNA10", + "TMEM88B", + "C1QTNF3", + "P2RX5", + "SNORA70B", + "OR7C2", + "NCOR1P1", + "PLAGL2", + "KRT38", + "TEX13B", + "RETN", + "HTR5A", + "PPP1R2C", + "SCEL", + "PPP1R3B", + "TCHHL1", + "IL1RAPL1", + "MSX2P1", + "LRP2", + "CDH6", + "LRRC4B", + "IL36B", + "DHH", + "ZCRB1", + "GJB6", + "TBPL1", + "TDRD3", + "DLGAP1", + "SYNGR4", + "OR2M4", + "SPANXB1", + "GPR151", + "BAGE", + "CIAO1", + "CSAG1", + "PCDHGA3", + "FAM66C", + "PASD1", + "UPP2", + "SPANXN2", + "FLG2", + "KREMEN2", + "RIMBP3C", + "TDH", + "TCEAL6", + "RBMXL3", + "OR51A4", + "KRTAP10-9", + "BEND2", + "UCA1", + "RIT2", + "ARL11", + "PNPLA3", + "CRBN", + "SNORA38B", + "OR13F1", + "CCDC70", + "UCP1", + "KRT33A", + "PABPC1P2", + "GLT1D1", + "EIF4A2", + "CRH", + "REDIC1", + "LCE6A", + "NAP1L6P", + "PEBP4", + "CST5", + "RPS28", + "NEUROD4", + "TBC1D28", + "OR51F2", + "ADCYAP1", + "RBM23", + "TLCD3B", + "PTPRT", + "NYAP2", + "OPALIN", + "PRSS33", + "TMPRSS11A", + "LIN28B", + "USP17L6P", + "SLC39A12", + "DAD1P1", + "LAIR2", + "SPINK8", + "SLC25A23", + "AP3S2", + "SSX1", + "CDK11A", + "C5AR2", + "OR2AK2", + "TAS2R30", + "ZSCAN31", + "SPP1", + "CELA1", + "TRIM41", + "F8A1", + "IQCF2", + "SPRR2B", + "OR10T2", + "ERC2-IT1", + "SALL4", + "COPS3", + "MIXL1", + "CRYAA", + "ADAM20", + "RAX", + "GPATCH1", + "NCAN", + "GATA1", + "CLDN6", + "SIX3", + "PP2D1", + "GOLGA8IP", + "PSORS1C1", + "SLC5A12", + "CPOX", + "CNGA2", + "H3C4", + "CHMP1B", + "ZNF764", + "CCDC177", + "SERPINB11", + "ZNF727", + "PLAT", + "GBE1", + "CCNE1", + "KRTAP10-10", + "SUPT20HL1", + "CNGA3", + "H3C8", + "CCL15", + "TFAMP1", + "SPTB", + "ROS1", + "PRDM14", + "ROBO2", + "ZIC4", + "FAM181A-AS1", + "OXT", + "GNG3", + "KRTAP5-11", + "OR56A5", + "KRTAP4-1", + "POLR2J2", + "OR1L6", + "F2RL3", + "ADCYAP1R1", + "SLC2A11", + "OR2AG1", + "IL4", + "TSSK2", + "TREML5P", + "RLN3", + "CPA4", + "OR5B17", + "OR6N2", + "OR2M3", + "CDX2", + "GAGE2E", + "RXFP2", + "SLC25A51", + "C5orf46", + "DEFB106A", + "PRR20A", + "FAM27E5", + "KRTAP19-2", + "RBMY1B", + "PRR20B", + "TTTY17A", + "KRTAP19-4", + "TTTY17B", + "KRTAP20-3", + "CT47A10" + ], + "Coefficient": [ + -3.603340359064089, + 2.687778596585974, + -2.1756037505561028, + -2.102739393435909, + 2.088619862402956, + -2.034145522736516, + -1.9343831236907767, + 1.8172547811145443, + 1.813130117797871, + 1.8116388116856523, + 1.7033039888880965, + -1.649550627139421, + 1.6228677810437788, + 1.6114598513075349, + -1.595092868532012, + 1.5875444789516906, + -1.5865850653244788, + 1.5670396492346144, + 1.5668015384479563, + -1.4550732103014032, + 1.4527623177475193, + -1.406924842021516, + -1.3730924081256022, + 1.3255751742170037, + 1.3063004634903836, + -1.290584991401527, + 1.2660538095855625, + 1.2501927931852581, + -1.2474448700910312, + -1.2323457570400989, + 1.230702623196869, + 1.2260464269639082, + 1.2082330613430314, + 1.2024206904802113, + 1.1997562269386552, + 1.1838808860609882, + 1.1618353739950684, + -1.1489000481459473, + -1.1469708845286846, + -1.1447913468636388, + 1.1280136304368604, + -1.1264914294907193, + 1.1070780909640496, + -1.0870162997724495, + 1.06651502554764, + 1.0645242008739095, + -1.0549043123941473, + -1.040084356975351, + -1.030242290158938, + 1.0277452857250633, + -1.0266353705903164, + 1.0108038831653476, + -0.9966227824840871, + 0.9875727391068688, + -0.9838637056751067, + 0.9690736615917267, + -0.9624588602619752, + -0.9368717574340206, + -0.9358478138293623, + -0.9223036243187015, + -0.9184717979076792, + -0.9163539652002802, + 0.9142349442160937, + -0.9074191286072414, + 0.8986933502873533, + 0.8967262169524367, + 0.8828496814915566, + -0.877911075091447, + 0.8569478066345849, + -0.8536272773525247, + -0.853610307786313, + 0.848544981014158, + 0.8123901927850024, + -0.8121811403952359, + 0.8077653857857341, + -0.7985756858496839, + 0.7969717960726712, + 0.7964431381433479, + 0.791555791370744, + -0.7912542294357182, + -0.7908816659593979, + -0.7895364929948196, + -0.7886701280243833, + 0.7784056892580408, + 0.7779722516150248, + 0.7756584521850647, + 0.7736097600635823, + 0.7728729102728188, + 0.7708227897091636, + -0.7682732614387546, + 0.7669102282226851, + -0.7511334617723079, + -0.7479950390688385, + 0.7434715019948729, + 0.7400973441172572, + -0.7376588554543536, + 0.725559230538266, + 0.7250057328807147, + 0.7100340094330663, + -0.7098570078393144, + -0.7098345671169808, + -0.704320702926702, + 0.6930048402106644, + -0.6758595755297819, + -0.667015554791292, + 0.6614266183193098, + 0.655801262120279, + -0.6528235082996028, + 0.6475464404715053, + 0.6457117731535958, + 0.6352710173594541, + 0.6311691476964194, + -0.630107034323012, + -0.627035255738337, + 0.6269227736782822, + 0.6268534151723977, + 0.626817469946395, + -0.6252245121100519, + 0.6198734639583932, + 0.6052691434993284, + -0.6036884725673057, + 0.5883601992157937, + -0.5862817611488186, + -0.5805635324218824, + -0.578982569090134, + 0.5709157022643097, + -0.5692937536374383, + -0.5666109664690996, + 0.5658838498066521, + -0.5596301286040006, + 0.5506114943305721, + -0.5272320642330015, + -0.5247469446434108, + 0.5238135002657777, + 0.514839941581498, + 0.5121284302754168, + -0.5110046774568763, + -0.5035085939014704, + 0.5025964361224744, + 0.4970163665921529, + 0.49195864780298854, + 0.49125739429015997, + -0.4902387197630814, + -0.48979741816585465, + -0.4840258260638846, + -0.48347967315106, + 0.48095519520522495, + -0.478825149789089, + -0.4784035515112761, + -0.4751792971522838, + -0.4726687241042425, + 0.4725351533136063, + 0.47166628737006594, + 0.47121773562288155, + 0.459438296190355, + -0.45538880193785286, + 0.43606539155739027, + -0.43190967871242125, + -0.42575313258885866, + -0.41866064762755273, + -0.4151783894243584, + 0.4126464670373044, + 0.4097185977010474, + -0.4082575514851505, + 0.3994340396792749, + -0.39877168399264346, + -0.39511608771386764, + 0.3885390163529395, + 0.3809840206561564, + -0.38088990557612595, + 0.37501957188959933, + 0.37016454381675085, + -0.36442726257861563, + -0.36081113882975213, + 0.34608280212657, + 0.3450216264469682, + 0.3438455602993308, + 0.341421291204775, + -0.3409803736818878, + 0.3400807356868768, + -0.33793936045397865, + -0.3366034298562464, + -0.33238431064633395, + 0.3276472839205095, + -0.3241762108759469, + 0.3231965092182022, + -0.3208446086121974, + 0.3160960220342104, + -0.3148635841169206, + -0.3131280403192929, + -0.3104197283591978, + -0.3054222908976903, + -0.30500256475665066, + -0.3031801661186801, + 0.2984879601509293, + -0.29778840220633573, + -0.2954776816858098, + -0.2935057441444151, + 0.29031733542132815, + 0.285529458782036, + 0.28256550961504606, + 0.2820279723932778, + -0.2780674647876873, + -0.2766206177666537, + 0.27614324752994895, + -0.27456335035151386, + 0.27189310872967504, + 0.26612314837814743, + -0.2635724554742452, + -0.2634225776767135, + -0.2599477346110854, + 0.25932208770128956, + -0.248024149014006, + 0.24705796158088436, + -0.2470326072483714, + -0.24143094260999517, + -0.24078605522632646, + -0.2284182560266252, + 0.22567794396740815, + 0.2228240504872247, + 0.22128905866911278, + 0.21936907653598064, + -0.21617721933892348, + 0.21509353653395277, + 0.214626529941803, + 0.21440566867950042, + 0.2138096756748198, + -0.21280796864585572, + 0.211180726443481, + 0.20939375826458956, + 0.2090090376684365, + -0.20890361901277857, + -0.2079430902438922, + 0.20715436548918809, + 0.20627562028186444, + 0.20512094490064195, + 0.20371188791991876, + -0.2008670090491914, + 0.19401430832202576, + -0.19382795027843167, + 0.186220916376617, + 0.18548131997076603, + 0.18210195694692377, + 0.18046027098038953, + 0.17930099817102257, + -0.17595975455944363, + -0.1742777378226862, + 0.17334658019066268, + -0.17216095492854333, + 0.16709125865380572, + 0.16617803962924982, + 0.15996921913698417, + 0.15659679761356857, + -0.15366888505368184, + 0.15118801829584003, + -0.15036051423315702, + -0.14980501101598717, + -0.14927870987854747, + 0.14912264540193576, + -0.14902665541226065, + 0.14833979920189622, + 0.14769519946528062, + -0.14156188181491086, + -0.14023724104093974, + -0.13950347324127935, + -0.13238493297531145, + -0.12452622992420684, + 0.12438193189176631, + 0.12373149599271269, + -0.12287656233914968, + -0.12157119772069734, + -0.12103220736295922, + -0.11787322520368257, + -0.11496320341601024, + -0.11326077295470054, + 0.1122685623160261, + 0.11191261674203046, + -0.11132460864903439, + -0.11096116983159358, + -0.11023152471525023, + -0.11006209742203633, + -0.10937240113939165, + -0.10892335486731636, + 0.10886794044834557, + 0.10549827023100858, + 0.10489521487520417, + -0.09877447566429896, + -0.09492472181283886, + -0.09403149193762178, + 0.09259661898853212, + -0.08909128267969019, + 0.08514220232704411, + 0.08473579458860189, + 0.08351428706663772, + -0.08096432059538508, + -0.07840377062048476, + 0.07719230637270313, + 0.07116014932172005, + 0.07014131797155292, + 0.0676881423439983, + 0.0675762341751036, + -0.056938431460025994, + -0.05536569238096999, + -0.05220146613886273, + -0.0508805292442999, + 0.04923232435511925, + -0.048672525062829486, + -0.04776978975418321, + -0.046971806821175945, + -0.04617272256959248, + -0.0450094112202028, + 0.04148370995264276, + -0.041424313857674464, + 0.03743080535796862, + 0.037073538305587, + -0.036075161337513664, + -0.03573028535323574, + -0.033696639953353334, + -0.026087710629370566, + -0.025862971328794032, + -0.02377316593301723, + 0.02355832669723833, + -0.020891886179941765, + -0.018021701273570785, + -0.017028532209069698, + -0.01664481376154878, + -0.01643216441388442, + -0.016297465643890372, + 0.014408292963161914, + 0.013015873524057982, + 0.012406038446953396, + 0.009983673063314559, + -0.0067354221896145615, + 0.006569734778706342, + -0.006170356268357935, + -0.005288210056636794, + -0.004388701441247022, + 0.004371915690368221, + -0.0020827947180811672, + -0.001956047605315768, + -0.0012409260517698979, + 0.0011702216223455108, + 0.0010155048536152963, + 0.000984392653742751, + 0.0008569804933270276, + 0.0003055888935186303, + -0.00028710724647326236, + 0.00014887606312481724, + -6.375438656346162e-15, + 4.02659283558705e-15, + -2.6843952237247e-15, + 1.34219761186235e-15, + -3.355494029655875e-16, + 3.355494029655875e-16 + ], + "Absolute Coefficient": [ + 3.603340359064089, + 2.687778596585974, + 2.1756037505561028, + 2.102739393435909, + 2.088619862402956, + 2.034145522736516, + 1.9343831236907767, + 1.8172547811145443, + 1.813130117797871, + 1.8116388116856523, + 1.7033039888880965, + 1.649550627139421, + 1.6228677810437788, + 1.6114598513075349, + 1.595092868532012, + 1.5875444789516906, + 1.5865850653244788, + 1.5670396492346144, + 1.5668015384479563, + 1.4550732103014032, + 1.4527623177475193, + 1.406924842021516, + 1.3730924081256022, + 1.3255751742170037, + 1.3063004634903836, + 1.290584991401527, + 1.2660538095855625, + 1.2501927931852581, + 1.2474448700910312, + 1.2323457570400989, + 1.230702623196869, + 1.2260464269639082, + 1.2082330613430314, + 1.2024206904802113, + 1.1997562269386552, + 1.1838808860609882, + 1.1618353739950684, + 1.1489000481459473, + 1.1469708845286846, + 1.1447913468636388, + 1.1280136304368604, + 1.1264914294907193, + 1.1070780909640496, + 1.0870162997724495, + 1.06651502554764, + 1.0645242008739095, + 1.0549043123941473, + 1.040084356975351, + 1.030242290158938, + 1.0277452857250633, + 1.0266353705903164, + 1.0108038831653476, + 0.9966227824840871, + 0.9875727391068688, + 0.9838637056751067, + 0.9690736615917267, + 0.9624588602619752, + 0.9368717574340206, + 0.9358478138293623, + 0.9223036243187015, + 0.9184717979076792, + 0.9163539652002802, + 0.9142349442160937, + 0.9074191286072414, + 0.8986933502873533, + 0.8967262169524367, + 0.8828496814915566, + 0.877911075091447, + 0.8569478066345849, + 0.8536272773525247, + 0.853610307786313, + 0.848544981014158, + 0.8123901927850024, + 0.8121811403952359, + 0.8077653857857341, + 0.7985756858496839, + 0.7969717960726712, + 0.7964431381433479, + 0.791555791370744, + 0.7912542294357182, + 0.7908816659593979, + 0.7895364929948196, + 0.7886701280243833, + 0.7784056892580408, + 0.7779722516150248, + 0.7756584521850647, + 0.7736097600635823, + 0.7728729102728188, + 0.7708227897091636, + 0.7682732614387546, + 0.7669102282226851, + 0.7511334617723079, + 0.7479950390688385, + 0.7434715019948729, + 0.7400973441172572, + 0.7376588554543536, + 0.725559230538266, + 0.7250057328807147, + 0.7100340094330663, + 0.7098570078393144, + 0.7098345671169808, + 0.704320702926702, + 0.6930048402106644, + 0.6758595755297819, + 0.667015554791292, + 0.6614266183193098, + 0.655801262120279, + 0.6528235082996028, + 0.6475464404715053, + 0.6457117731535958, + 0.6352710173594541, + 0.6311691476964194, + 0.630107034323012, + 0.627035255738337, + 0.6269227736782822, + 0.6268534151723977, + 0.626817469946395, + 0.6252245121100519, + 0.6198734639583932, + 0.6052691434993284, + 0.6036884725673057, + 0.5883601992157937, + 0.5862817611488186, + 0.5805635324218824, + 0.578982569090134, + 0.5709157022643097, + 0.5692937536374383, + 0.5666109664690996, + 0.5658838498066521, + 0.5596301286040006, + 0.5506114943305721, + 0.5272320642330015, + 0.5247469446434108, + 0.5238135002657777, + 0.514839941581498, + 0.5121284302754168, + 0.5110046774568763, + 0.5035085939014704, + 0.5025964361224744, + 0.4970163665921529, + 0.49195864780298854, + 0.49125739429015997, + 0.4902387197630814, + 0.48979741816585465, + 0.4840258260638846, + 0.48347967315106, + 0.48095519520522495, + 0.478825149789089, + 0.4784035515112761, + 0.4751792971522838, + 0.4726687241042425, + 0.4725351533136063, + 0.47166628737006594, + 0.47121773562288155, + 0.459438296190355, + 0.45538880193785286, + 0.43606539155739027, + 0.43190967871242125, + 0.42575313258885866, + 0.41866064762755273, + 0.4151783894243584, + 0.4126464670373044, + 0.4097185977010474, + 0.4082575514851505, + 0.3994340396792749, + 0.39877168399264346, + 0.39511608771386764, + 0.3885390163529395, + 0.3809840206561564, + 0.38088990557612595, + 0.37501957188959933, + 0.37016454381675085, + 0.36442726257861563, + 0.36081113882975213, + 0.34608280212657, + 0.3450216264469682, + 0.3438455602993308, + 0.341421291204775, + 0.3409803736818878, + 0.3400807356868768, + 0.33793936045397865, + 0.3366034298562464, + 0.33238431064633395, + 0.3276472839205095, + 0.3241762108759469, + 0.3231965092182022, + 0.3208446086121974, + 0.3160960220342104, + 0.3148635841169206, + 0.3131280403192929, + 0.3104197283591978, + 0.3054222908976903, + 0.30500256475665066, + 0.3031801661186801, + 0.2984879601509293, + 0.29778840220633573, + 0.2954776816858098, + 0.2935057441444151, + 0.29031733542132815, + 0.285529458782036, + 0.28256550961504606, + 0.2820279723932778, + 0.2780674647876873, + 0.2766206177666537, + 0.27614324752994895, + 0.27456335035151386, + 0.27189310872967504, + 0.26612314837814743, + 0.2635724554742452, + 0.2634225776767135, + 0.2599477346110854, + 0.25932208770128956, + 0.248024149014006, + 0.24705796158088436, + 0.2470326072483714, + 0.24143094260999517, + 0.24078605522632646, + 0.2284182560266252, + 0.22567794396740815, + 0.2228240504872247, + 0.22128905866911278, + 0.21936907653598064, + 0.21617721933892348, + 0.21509353653395277, + 0.214626529941803, + 0.21440566867950042, + 0.2138096756748198, + 0.21280796864585572, + 0.211180726443481, + 0.20939375826458956, + 0.2090090376684365, + 0.20890361901277857, + 0.2079430902438922, + 0.20715436548918809, + 0.20627562028186444, + 0.20512094490064195, + 0.20371188791991876, + 0.2008670090491914, + 0.19401430832202576, + 0.19382795027843167, + 0.186220916376617, + 0.18548131997076603, + 0.18210195694692377, + 0.18046027098038953, + 0.17930099817102257, + 0.17595975455944363, + 0.1742777378226862, + 0.17334658019066268, + 0.17216095492854333, + 0.16709125865380572, + 0.16617803962924982, + 0.15996921913698417, + 0.15659679761356857, + 0.15366888505368184, + 0.15118801829584003, + 0.15036051423315702, + 0.14980501101598717, + 0.14927870987854747, + 0.14912264540193576, + 0.14902665541226065, + 0.14833979920189622, + 0.14769519946528062, + 0.14156188181491086, + 0.14023724104093974, + 0.13950347324127935, + 0.13238493297531145, + 0.12452622992420684, + 0.12438193189176631, + 0.12373149599271269, + 0.12287656233914968, + 0.12157119772069734, + 0.12103220736295922, + 0.11787322520368257, + 0.11496320341601024, + 0.11326077295470054, + 0.1122685623160261, + 0.11191261674203046, + 0.11132460864903439, + 0.11096116983159358, + 0.11023152471525023, + 0.11006209742203633, + 0.10937240113939165, + 0.10892335486731636, + 0.10886794044834557, + 0.10549827023100858, + 0.10489521487520417, + 0.09877447566429896, + 0.09492472181283886, + 0.09403149193762178, + 0.09259661898853212, + 0.08909128267969019, + 0.08514220232704411, + 0.08473579458860189, + 0.08351428706663772, + 0.08096432059538508, + 0.07840377062048476, + 0.07719230637270313, + 0.07116014932172005, + 0.07014131797155292, + 0.0676881423439983, + 0.0675762341751036, + 0.056938431460025994, + 0.05536569238096999, + 0.05220146613886273, + 0.0508805292442999, + 0.04923232435511925, + 0.048672525062829486, + 0.04776978975418321, + 0.046971806821175945, + 0.04617272256959248, + 0.0450094112202028, + 0.04148370995264276, + 0.041424313857674464, + 0.03743080535796862, + 0.037073538305587, + 0.036075161337513664, + 0.03573028535323574, + 0.033696639953353334, + 0.026087710629370566, + 0.025862971328794032, + 0.02377316593301723, + 0.02355832669723833, + 0.020891886179941765, + 0.018021701273570785, + 0.017028532209069698, + 0.01664481376154878, + 0.01643216441388442, + 0.016297465643890372, + 0.014408292963161914, + 0.013015873524057982, + 0.012406038446953396, + 0.009983673063314559, + 0.0067354221896145615, + 0.006569734778706342, + 0.006170356268357935, + 0.005288210056636794, + 0.004388701441247022, + 0.004371915690368221, + 0.0020827947180811672, + 0.001956047605315768, + 0.0012409260517698979, + 0.0011702216223455108, + 0.0010155048536152963, + 0.000984392653742751, + 0.0008569804933270276, + 0.0003055888935186303, + 0.00028710724647326236, + 0.00014887606312481724, + 6.375438656346162e-15, + 4.02659283558705e-15, + 2.6843952237247e-15, + 1.34219761186235e-15, + 3.355494029655875e-16, + 3.355494029655875e-16 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 90.54545454545453, + "precision": 90.54545454545453, + "recall": 100.0, + "f1": 95.02796661784835 + }, + "selection": { + "precision": 0.6072555720971881, + "recall": 1.0778443113772456, + "f1": 0.7767566655609406, + "jaccard": 0.3901624951909791 + } + } +} \ No newline at end of file diff --git a/output/regress/Prostate_Cancer/significant_genes_condition_Hypertension.json b/output/regress/Prostate_Cancer/significant_genes_condition_Hypertension.json new file mode 100644 index 0000000000000000000000000000000000000000..8bf2b87d64f41b95a9c8f7c415df6d8ef30aa13c --- /dev/null +++ b/output/regress/Prostate_Cancer/significant_genes_condition_Hypertension.json @@ -0,0 +1,1026 @@ +{ + "significant_genes": { + "Variable": [ + "CT47A1", + "COX7A2L", + "ZNF410", + "HYAL6P", + "OR1Q1", + "GTPBP10", + "AASS", + "ZNF878", + "LNP1", + "ZNF578", + "CHRNB1", + "GOLGA8DP", + "SAFB", + "TCERG1L", + "OOSP2", + "MMP7", + "HOXC11", + "WBP2NL", + "TSPY1", + "ANGPTL7", + "SPANXA2", + "RPL23AP7", + "A4GNT", + "C10orf62", + "MAGEA12", + "ALX1", + "OR51L1", + "FKSG29", + "H1-9P", + "GABRR3", + "OARD1", + "H2AC1", + "ADGRA1", + "TSPAN10", + "LCE1C", + "TMCO2", + "HBE1", + "UNC119B", + "FBLN7", + "HMGA2", + "HCN1", + "AVP", + "NFIB", + "C4orf50", + "GRAPL", + "CNPY1", + "SLCO6A1", + "LELP1", + "TAAR8", + "OR1L8", + "NETO1", + "MUC7", + "KLK8", + "CFAP54", + "OPN4", + "FAM106A", + "SLC7A5P1", + "PRSS45P", + "GTSE1-DT", + "SERPINB10", + "OR2T27", + "RPL10", + "ALLC", + "GLT6D1", + "APEX2", + "C17orf78", + "LRIT1", + "IL2", + "OR2J2", + "FERD3L", + "SLC35G6", + "OR7D2", + "NMNAT1", + "RRH", + "GSTT4", + "HTN3", + "PRAMEF4", + "CFHR4", + "SOHLH1", + "OR52A1", + "CD300LD", + "SLC30A3", + "IRGC", + "MTMR7", + "HSD3B1", + "GTF2A1L", + "ANKRD40CL", + "GLIPR1L2", + "ATXN3L", + "NPAP1", + "PDYN", + "CTAG2", + "SLC35F3", + "CPLX4", + "LY6K", + "HTR2C", + "PLAGL1", + "PCDHGC5", + "POU3F2", + "TRIM51", + "SPAG11A", + "INGX", + "NIPA2", + "LIPI", + "OR52K2", + "TXNIP", + "HYKK", + "TDRD3", + "HSP90AB1", + "CRLF2", + "FAIM", + "HIGD2B", + "GSTM1", + "IFNL1", + "SPATA8", + "HK2", + "REG1B", + "KCNQ1DN", + "ARL11", + "SSX7", + "UMOD", + "LOC284009", + "MIR9-1HG", + "TBC1D3P2", + "LINC00518", + "DQX1", + "SBDSP1", + "ANKRD34C", + "H4C6", + "KRTAP10-11", + "GLRA2", + "CYP4F11", + "DEFB113", + "PTENP1", + "GGT8P", + "RYBP", + "CIAO1", + "TTTY8", + "TERB1", + "METTL8", + "TLX1", + "TOB1", + "SLC10A2", + "KIF2B", + "CFAP74", + "HEMGN", + "KIR3DX1", + "SYNGR4", + "DLGAP1", + "WHAMM", + "RPH3AL", + "CASP12", + "DEFB103B", + "PASD1", + "TCHHL1", + "FGF7P6", + "BAGE", + "SCARNA10", + "CDH6", + "HAO2", + "FOXD4L3", + "IL36B", + "SYCP2", + "OR2B11", + "CREG2", + "SNORA79", + "IFNA4", + "KRTAP7-1", + "FAM181A", + "SNORA70B", + "WDR64", + "SART3", + "MYO3B", + "OR51F1", + "TEX13B", + "GSTT2", + "RETN", + "OR13F1", + "BPIFC", + "TICAM2", + "GPR151", + "SAP30", + "SPANXN2", + "ZNF90", + "KRT38", + "BEND2", + "HTR5A", + "P2RX5", + "GATA1", + "NSG2", + "RBM44", + "CRBN", + "DHH", + "HOXA3", + "TMEM88B", + "LRP2", + "PLET1", + "KLHDC8A", + "TMEM242", + "SCEL", + "NEUROD2", + "PPP1R3B", + "TBPL1", + "IL1RAPL1", + "IFNK", + "TCEAL6", + "PDHA2", + "NCOR1P1", + "SLC39A12", + "PAGE5", + "NEUROD4", + "PCDHGA3", + "CDK11A", + "TLCD3B", + "MSX2P1", + "ZNF764", + "KRT37", + "CSAG1", + "CNGA3", + "RIMBP3C", + "NAP1L6P", + "GOLGA8IP", + "C1QTNF3", + "RIT2", + "USP17L6P", + "TBC1D28", + "PPP1R2C", + "RAX", + "OR2M4", + "CCDC70", + "OR7C2", + "PEBP4", + "KIR2DL3", + "NCAN", + "TAS2R30", + "SPANXB1", + "EIF4A2", + "LRRC4B", + "UCP1", + "H3C4", + "ZNF727", + "KREMEN2", + "KRT33A", + "CCNE1", + "SPRR2B", + "GLRX2", + "CST5", + "SIX3", + "FLG2", + "LIN28B", + "GSX2", + "SNORA38B", + "C1orf141", + "CCL15", + "AP3S2", + "RPS28", + "LAIR2", + "GJB6", + "SLC25A23", + "SPP1", + "ZSCAN31", + "TDH", + "GPATCH1", + "LCE6A", + "SMIM8", + "REDIC1", + "SPINK8", + "RBM23", + "OR2AK2", + "ADAM20", + "KRTAP5-11", + "TRAK1", + "PRSS33", + "IL4", + "OR51A4", + "OR10T2", + "MIXL1", + "FAM170B", + "NME7", + "COPS3", + "IQCF2", + "RLN3", + "CRH", + "PTPRT", + "ZCRB1", + "PRL", + "CRYAA", + "TMPRSS11A", + "KRTAP10-10", + "PNPLA3", + "ADCYAP1R1", + "SUPT20HL1", + "TTTY12", + "UPP2", + "ERC2-IT1", + "KRTAP4-1", + "H3C8", + "OR51F2", + "SPTB", + "CELA1", + "PLAT", + "UCA1", + "KHDC1L", + "FAM181A-AS1", + "KRTAP10-9", + "TBC1D29P", + "OPALIN", + "RBMXL3", + "PSG8", + "PAGE2B", + "PLAGL2", + "CLDN6", + "CCDC42", + "FAM25G", + "OR5B17", + "HCRT", + "TSSK2", + "TREML5P", + "PRDM14", + "OR2AG1", + "OXT", + "GAGE2E", + "OR6N2", + "DEFB106A", + "FAM27E5", + "PRR20A", + "SLC4A10", + "RBMY1B", + "SNAR-A13", + "TTTY17A", + "RBMY1F", + "PRR20B", + "CT47A10", + "TTTY17B" + ], + "Coefficient": [ + -3.549479487589417, + 2.7347055690139417, + -2.2216187181662552, + 2.2145358037109313, + -2.213828282925552, + -2.1966194735656064, + -2.1297053726838153, + -1.8370348287588127, + 1.816646891017221, + 1.7945707470777614, + 1.770578086357719, + 1.693024375993581, + 1.6806773100276178, + 1.6552139540232216, + -1.5648273772475971, + 1.5514228803422347, + 1.530073866691741, + -1.4951354803406023, + 1.4905866083707018, + -1.4597821782410405, + -1.456839288367457, + 1.4171519342379033, + 1.412842284694272, + -1.4016987836615749, + 1.390974875794109, + 1.373624944719133, + 1.3210354721113444, + -1.3157255237888852, + 1.2820206625480377, + -1.2814316879366836, + 1.270437139920539, + 1.2683760244639368, + -1.2600730470050592, + 1.2028960254922019, + 1.2008592799392015, + -1.180174540455092, + 1.166861002332575, + 1.1563170682380033, + -1.1466230681782452, + -1.1248840722663211, + -1.0928714718267696, + 1.0908424470168696, + 1.0868188838450268, + 1.0661210442684455, + 1.0536617762955887, + -1.0501259336725943, + -1.0223835712216442, + -1.0178954986792106, + 1.0164963494331685, + -1.0072580659684893, + -0.9925289225308214, + -0.9921604321892916, + -0.9904775225670026, + 0.959972943954756, + 0.9537000257536872, + 0.937818731503042, + 0.9367291394123789, + -0.9251542772301112, + 0.924681902671756, + -0.9181426857067269, + -0.9101217852720365, + 0.9071711648376175, + -0.9040943009991277, + 0.8979852493227963, + 0.896411842177797, + 0.8927149602215347, + -0.8827640175095144, + 0.8759701770906694, + -0.8747234015860361, + -0.8669288970093103, + 0.8640440970188626, + -0.8435764814944644, + 0.833615382999383, + 0.8217174569621181, + 0.8146012818160441, + 0.814105755930618, + -0.8049941153715292, + 0.7968411520097654, + 0.7964564313868673, + 0.7911538678432427, + -0.7814196127667643, + -0.7785604373489492, + -0.7724124014926936, + -0.7691701915761188, + -0.7654049530300558, + 0.7653420078372921, + -0.7652780339478144, + 0.7587459603552128, + 0.7561908741068264, + -0.7531502615586425, + 0.7517241012417623, + 0.735786504956583, + 0.716255481297311, + 0.7075866257076583, + 0.7062572150923626, + 0.7035598956082276, + 0.6961542701224548, + -0.6938486779061137, + -0.6839840710106667, + -0.6750892553710169, + 0.6671661928695695, + -0.6667177219075111, + -0.6650890345894624, + -0.6618812085808734, + 0.6549925881525367, + 0.6547739510701147, + -0.6412936316493187, + -0.6365535550297641, + 0.6342012985419809, + 0.6250349185148638, + 0.6230116522485858, + -0.6208611172199423, + -0.6191515435759908, + 0.6155671941928487, + -0.6117359732984688, + -0.6104684908980648, + -0.6074940676197489, + -0.603261019893668, + 0.5977393731549085, + -0.5964583130554323, + 0.5796853425866443, + -0.5786315326031073, + -0.5773877825644214, + 0.5760817997495473, + 0.5740675645055145, + -0.5731754715145038, + -0.5674076360228705, + -0.5637582372006137, + -0.5620092516436387, + 0.5561384009627223, + -0.5517950288585772, + -0.5493970991269346, + 0.5365368366058908, + -0.5322960670124205, + 0.5319244647773781, + 0.52962461433329, + -0.5211990189254984, + 0.520658231299737, + -0.5182867777619948, + -0.5174438935258803, + -0.5163057928176362, + 0.5094690198191931, + -0.5071647731314152, + 0.49120084553296445, + 0.4863399337066787, + -0.48616366930423355, + 0.47451673620963164, + 0.46366350255053873, + 0.45531335194278283, + 0.4549299185172443, + 0.4548985927419351, + 0.45455416621912237, + 0.45108489946986763, + -0.450438929055532, + 0.44545887196728057, + -0.43299345353362717, + 0.42709239916100983, + 0.42568088578766006, + 0.42340415326093095, + -0.422246914735143, + -0.41923537830394003, + 0.4081914468604189, + -0.4056307918225267, + -0.4018959693033568, + -0.3978564124067297, + -0.3959409880229986, + 0.3939962431164551, + -0.3935306230812299, + -0.3878247156147551, + 0.38474589031829853, + 0.38186846858203766, + 0.37276508529526303, + -0.3650420281544888, + 0.36422058609400776, + -0.3640160036818394, + -0.36212410392432154, + -0.35852782453529364, + 0.3563196405518451, + 0.35570910712555587, + 0.3523587505748965, + -0.35086345778875205, + 0.3491130408681862, + 0.34820636695872287, + -0.3475486634331869, + 0.34719662442881544, + -0.33967264814813575, + -0.3384115509388769, + -0.3366804096703511, + 0.3332690011494982, + -0.32915053102196734, + 0.3289426492159955, + -0.321439106862899, + 0.318179647144958, + 0.316747817766884, + -0.3165877256348208, + -0.3142285495956013, + -0.31361093872913853, + -0.31054322857843064, + 0.30172012793102515, + -0.2999433909209551, + -0.29661014567500615, + -0.290512572817202, + 0.28459081136952147, + -0.2832265452619504, + 0.2717037729276489, + 0.2693039335048254, + 0.26766735697241556, + 0.26490656372069055, + 0.25647559172447776, + 0.2551174617636606, + -0.2542505335728947, + -0.250869901330201, + 0.25068242113341926, + -0.24902361826275973, + -0.24693081906205544, + 0.24304400812215976, + 0.24279612189583033, + 0.23479103433320012, + -0.23330373406945457, + 0.23323594622348567, + 0.2312746025742911, + 0.2310026225308818, + -0.22890437410925252, + 0.22470043144024637, + 0.2182291490277843, + 0.21799703441999316, + -0.21708391550323203, + -0.21225937398002845, + -0.21045289324268743, + 0.20579658260820655, + -0.20478293401258013, + -0.20247534720578234, + -0.20119330026009685, + -0.19486633727687738, + -0.1898979570844304, + -0.18445482256384127, + 0.18104346790238943, + 0.17889322558333115, + 0.17827323189113364, + 0.1713118720444228, + -0.17054508257794415, + 0.17035914037965796, + -0.16953873252639975, + -0.1674470150003766, + -0.16572362123406686, + 0.15830540473977414, + -0.15603881396557578, + 0.15527106605432, + 0.15314950885844417, + -0.15075447491530186, + -0.15035486529704103, + 0.14560643476654356, + 0.14404307983975548, + 0.1435453762293668, + -0.14253162234324568, + 0.1419452351571111, + -0.1417047159402289, + -0.13617047291123133, + -0.13589249007230675, + -0.13493163896475044, + -0.13412107712193, + -0.13060976632762109, + -0.13055061021270567, + 0.1280307065505884, + 0.12764613011316994, + 0.12478185416946236, + -0.12412659019508254, + 0.12393066327874772, + -0.11742652694285166, + 0.11497087571864334, + 0.11461156934252563, + -0.11422476486750262, + -0.11365622150756334, + 0.11360234068618116, + 0.1097413875804685, + -0.10871502775306596, + 0.10746472464466972, + -0.10170026521479576, + 0.10028494580793049, + -0.09983830158425278, + -0.09710500441412052, + 0.09487440670669232, + 0.09350538863723741, + 0.0924159270357371, + -0.09229629111808711, + -0.0850661826940875, + 0.08200432298530781, + 0.07916967697452028, + -0.07730467662992305, + -0.07534922684920094, + -0.07279455058525146, + -0.06599382880268721, + -0.06535462582217687, + -0.06429445405418474, + -0.06061068714359078, + -0.058779750867453934, + -0.05864127208917744, + 0.05544438943273579, + 0.05020667430733775, + -0.0480390036442313, + -0.04509889341756421, + 0.043500669301218854, + -0.04132260842228946, + -0.03972046128752068, + 0.039366026173441704, + 0.03797952688446026, + -0.03309580452485868, + 0.028664435163171582, + -0.028080125466767622, + 0.024368259456955435, + -0.02347267817289783, + -0.023315656856263675, + -0.018274330877539966, + 0.016638806660682168, + -0.011912480277960566, + 0.010383177261623142, + 0.00908085649695572, + -0.006879965664982552, + -0.0068601168341809035, + 0.0028889251430758212, + -0.0022708916461149065, + -0.0022522595111430736, + -0.0017596090384009464, + 0.000874640562752582, + 8.023867839892242e-05, + 7.377605766982868e-05, + 3.9156078790766225e-05, + 2.003400517276796e-05, + -3.9803604237718394e-06, + 1.4277707973658345e-06, + 4.362142238552637e-15, + -1.34219761186235e-15, + 6.71098805931175e-16, + 3.355494029655875e-16 + ], + "Absolute Coefficient": [ + 3.549479487589417, + 2.7347055690139417, + 2.2216187181662552, + 2.2145358037109313, + 2.213828282925552, + 2.1966194735656064, + 2.1297053726838153, + 1.8370348287588127, + 1.816646891017221, + 1.7945707470777614, + 1.770578086357719, + 1.693024375993581, + 1.6806773100276178, + 1.6552139540232216, + 1.5648273772475971, + 1.5514228803422347, + 1.530073866691741, + 1.4951354803406023, + 1.4905866083707018, + 1.4597821782410405, + 1.456839288367457, + 1.4171519342379033, + 1.412842284694272, + 1.4016987836615749, + 1.390974875794109, + 1.373624944719133, + 1.3210354721113444, + 1.3157255237888852, + 1.2820206625480377, + 1.2814316879366836, + 1.270437139920539, + 1.2683760244639368, + 1.2600730470050592, + 1.2028960254922019, + 1.2008592799392015, + 1.180174540455092, + 1.166861002332575, + 1.1563170682380033, + 1.1466230681782452, + 1.1248840722663211, + 1.0928714718267696, + 1.0908424470168696, + 1.0868188838450268, + 1.0661210442684455, + 1.0536617762955887, + 1.0501259336725943, + 1.0223835712216442, + 1.0178954986792106, + 1.0164963494331685, + 1.0072580659684893, + 0.9925289225308214, + 0.9921604321892916, + 0.9904775225670026, + 0.959972943954756, + 0.9537000257536872, + 0.937818731503042, + 0.9367291394123789, + 0.9251542772301112, + 0.924681902671756, + 0.9181426857067269, + 0.9101217852720365, + 0.9071711648376175, + 0.9040943009991277, + 0.8979852493227963, + 0.896411842177797, + 0.8927149602215347, + 0.8827640175095144, + 0.8759701770906694, + 0.8747234015860361, + 0.8669288970093103, + 0.8640440970188626, + 0.8435764814944644, + 0.833615382999383, + 0.8217174569621181, + 0.8146012818160441, + 0.814105755930618, + 0.8049941153715292, + 0.7968411520097654, + 0.7964564313868673, + 0.7911538678432427, + 0.7814196127667643, + 0.7785604373489492, + 0.7724124014926936, + 0.7691701915761188, + 0.7654049530300558, + 0.7653420078372921, + 0.7652780339478144, + 0.7587459603552128, + 0.7561908741068264, + 0.7531502615586425, + 0.7517241012417623, + 0.735786504956583, + 0.716255481297311, + 0.7075866257076583, + 0.7062572150923626, + 0.7035598956082276, + 0.6961542701224548, + 0.6938486779061137, + 0.6839840710106667, + 0.6750892553710169, + 0.6671661928695695, + 0.6667177219075111, + 0.6650890345894624, + 0.6618812085808734, + 0.6549925881525367, + 0.6547739510701147, + 0.6412936316493187, + 0.6365535550297641, + 0.6342012985419809, + 0.6250349185148638, + 0.6230116522485858, + 0.6208611172199423, + 0.6191515435759908, + 0.6155671941928487, + 0.6117359732984688, + 0.6104684908980648, + 0.6074940676197489, + 0.603261019893668, + 0.5977393731549085, + 0.5964583130554323, + 0.5796853425866443, + 0.5786315326031073, + 0.5773877825644214, + 0.5760817997495473, + 0.5740675645055145, + 0.5731754715145038, + 0.5674076360228705, + 0.5637582372006137, + 0.5620092516436387, + 0.5561384009627223, + 0.5517950288585772, + 0.5493970991269346, + 0.5365368366058908, + 0.5322960670124205, + 0.5319244647773781, + 0.52962461433329, + 0.5211990189254984, + 0.520658231299737, + 0.5182867777619948, + 0.5174438935258803, + 0.5163057928176362, + 0.5094690198191931, + 0.5071647731314152, + 0.49120084553296445, + 0.4863399337066787, + 0.48616366930423355, + 0.47451673620963164, + 0.46366350255053873, + 0.45531335194278283, + 0.4549299185172443, + 0.4548985927419351, + 0.45455416621912237, + 0.45108489946986763, + 0.450438929055532, + 0.44545887196728057, + 0.43299345353362717, + 0.42709239916100983, + 0.42568088578766006, + 0.42340415326093095, + 0.422246914735143, + 0.41923537830394003, + 0.4081914468604189, + 0.4056307918225267, + 0.4018959693033568, + 0.3978564124067297, + 0.3959409880229986, + 0.3939962431164551, + 0.3935306230812299, + 0.3878247156147551, + 0.38474589031829853, + 0.38186846858203766, + 0.37276508529526303, + 0.3650420281544888, + 0.36422058609400776, + 0.3640160036818394, + 0.36212410392432154, + 0.35852782453529364, + 0.3563196405518451, + 0.35570910712555587, + 0.3523587505748965, + 0.35086345778875205, + 0.3491130408681862, + 0.34820636695872287, + 0.3475486634331869, + 0.34719662442881544, + 0.33967264814813575, + 0.3384115509388769, + 0.3366804096703511, + 0.3332690011494982, + 0.32915053102196734, + 0.3289426492159955, + 0.321439106862899, + 0.318179647144958, + 0.316747817766884, + 0.3165877256348208, + 0.3142285495956013, + 0.31361093872913853, + 0.31054322857843064, + 0.30172012793102515, + 0.2999433909209551, + 0.29661014567500615, + 0.290512572817202, + 0.28459081136952147, + 0.2832265452619504, + 0.2717037729276489, + 0.2693039335048254, + 0.26766735697241556, + 0.26490656372069055, + 0.25647559172447776, + 0.2551174617636606, + 0.2542505335728947, + 0.250869901330201, + 0.25068242113341926, + 0.24902361826275973, + 0.24693081906205544, + 0.24304400812215976, + 0.24279612189583033, + 0.23479103433320012, + 0.23330373406945457, + 0.23323594622348567, + 0.2312746025742911, + 0.2310026225308818, + 0.22890437410925252, + 0.22470043144024637, + 0.2182291490277843, + 0.21799703441999316, + 0.21708391550323203, + 0.21225937398002845, + 0.21045289324268743, + 0.20579658260820655, + 0.20478293401258013, + 0.20247534720578234, + 0.20119330026009685, + 0.19486633727687738, + 0.1898979570844304, + 0.18445482256384127, + 0.18104346790238943, + 0.17889322558333115, + 0.17827323189113364, + 0.1713118720444228, + 0.17054508257794415, + 0.17035914037965796, + 0.16953873252639975, + 0.1674470150003766, + 0.16572362123406686, + 0.15830540473977414, + 0.15603881396557578, + 0.15527106605432, + 0.15314950885844417, + 0.15075447491530186, + 0.15035486529704103, + 0.14560643476654356, + 0.14404307983975548, + 0.1435453762293668, + 0.14253162234324568, + 0.1419452351571111, + 0.1417047159402289, + 0.13617047291123133, + 0.13589249007230675, + 0.13493163896475044, + 0.13412107712193, + 0.13060976632762109, + 0.13055061021270567, + 0.1280307065505884, + 0.12764613011316994, + 0.12478185416946236, + 0.12412659019508254, + 0.12393066327874772, + 0.11742652694285166, + 0.11497087571864334, + 0.11461156934252563, + 0.11422476486750262, + 0.11365622150756334, + 0.11360234068618116, + 0.1097413875804685, + 0.10871502775306596, + 0.10746472464466972, + 0.10170026521479576, + 0.10028494580793049, + 0.09983830158425278, + 0.09710500441412052, + 0.09487440670669232, + 0.09350538863723741, + 0.0924159270357371, + 0.09229629111808711, + 0.0850661826940875, + 0.08200432298530781, + 0.07916967697452028, + 0.07730467662992305, + 0.07534922684920094, + 0.07279455058525146, + 0.06599382880268721, + 0.06535462582217687, + 0.06429445405418474, + 0.06061068714359078, + 0.058779750867453934, + 0.05864127208917744, + 0.05544438943273579, + 0.05020667430733775, + 0.0480390036442313, + 0.04509889341756421, + 0.043500669301218854, + 0.04132260842228946, + 0.03972046128752068, + 0.039366026173441704, + 0.03797952688446026, + 0.03309580452485868, + 0.028664435163171582, + 0.028080125466767622, + 0.024368259456955435, + 0.02347267817289783, + 0.023315656856263675, + 0.018274330877539966, + 0.016638806660682168, + 0.011912480277960566, + 0.010383177261623142, + 0.00908085649695572, + 0.006879965664982552, + 0.0068601168341809035, + 0.0028889251430758212, + 0.0022708916461149065, + 0.0022522595111430736, + 0.0017596090384009464, + 0.000874640562752582, + 8.023867839892242e-05, + 7.377605766982868e-05, + 3.9156078790766225e-05, + 2.003400517276796e-05, + 3.9803604237718394e-06, + 1.4277707973658345e-06, + 4.362142238552637e-15, + 1.34219761186235e-15, + 6.71098805931175e-16, + 3.355494029655875e-16 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 90.54545454545453, + "precision": 90.54545454545453, + "recall": 100.0, + "f1": 95.02796661784835 + }, + "selection": { + "precision": 0.6768862888026979, + "recall": 1.1976047904191618, + "f1": 0.8648327586922097, + "jaccard": 0.4350581294977431 + } + } +} \ No newline at end of file diff --git a/output/regress/Prostate_Cancer/significant_genes_condition_Liver_cirrhosis.json b/output/regress/Prostate_Cancer/significant_genes_condition_Liver_cirrhosis.json new file mode 100644 index 0000000000000000000000000000000000000000..261b657bbb156ecb56d7905cc8fb13ba7183022f --- /dev/null +++ b/output/regress/Prostate_Cancer/significant_genes_condition_Liver_cirrhosis.json @@ -0,0 +1,1668 @@ +{ + "significant_genes": { + "Variable": [ + "CT47A1", + "ZNF878", + "AASS", + "MAGEA12", + "COX7A2L", + "SERPINB10", + "TCHHL1", + "SAP30", + "SAFB", + "SPATA8", + "H1-9P", + "OR7D2", + "OR1Q1", + "OR51L1", + "NEUROG2", + "A4GNT", + "CDH6", + "ZNF578", + "PRAMEF4", + "CFAP54", + "SPP1", + "TSPAN10", + "NUFIP1", + "CHRNB1", + "NETO1", + "C10orf62", + "KRTAP10-11", + "SLC6A18", + "MMP7", + "ZNF410", + "TOB1", + "TCERG1L", + "REG1B", + "DYRK1B", + "TMEM242", + "LINC00518", + "LOC286359", + "TAF15", + "HTN3", + "TUB", + "LRP2", + "METTL23", + "GSTT2", + "KLK8", + "P2RX5", + "RIMBP3C", + "HSP90AB1", + "GBE1", + "TASP1", + "MTMR7", + "ATXN3L", + "LRIT1", + "HBE1", + "OR2M4", + "FAIM", + "ANKRD34C", + "SART3", + "PLXNB2", + "LELP1", + "PDYN", + "ZPR1", + "PAGE5", + "GTF2IP1", + "PSD2", + "LINC00652", + "VN1R4", + "ASB8", + "TXNIP", + "ETNPPL", + "KCNQ1DN", + "PLPPR1", + "CES2", + "DDX19B", + "SNORA3A", + "SAFB2", + "ACE", + "SPAG11A", + "OR5J2", + "SLC7A5P1", + "POU5F2", + "H2AC1", + "LNP1", + "DHH", + "C4orf50", + "FERD3L", + "OOSP2", + "NDRG1", + "RALB", + "CRBN", + "SPANXN2", + "OR7C2", + "SSX7", + "SPAG6", + "PRL", + "IRGC", + "NIPA2", + "TMPRSS11A", + "HMGB3P1", + "KLHDC8A", + "TBC1D29P", + "PABPC1P2", + "CASTOR2", + "TFAMP1", + "ALLC", + "RYBP", + "KLC4", + "ZIC4", + "SLC4A10", + "CFAP206", + "OR2M3", + "MIXL1", + "ZNF727", + "RNF126P1", + "SND1", + "GLIPR1L2", + "ZSCAN5B", + "PTPRT", + "C1QTNF3", + "LFNG", + "GTF2A1L", + "NELL1", + "HOXC11", + "TBPL1", + "TAS2R7", + "NMNAT1", + "METTL8", + "RPL9", + "TGM2", + "IFNA4", + "DEFB113", + "RFPL1", + "IL36RN", + "GABRR3", + "FAM66C", + "WHAMM", + "YWHAH-AS1", + "FBLN7", + "ATXN7L3", + "PRG1", + "GOLGA8DP", + "NXPH2", + "TAAR8", + "NEUROD2", + "RPH3AL", + "ESPNL", + "EHD1", + "SPANXN4", + "ALPP", + "INGX", + "GAS8", + "SLC22A11", + "TRIM51", + "PASD1", + "ALX1", + "LY6K", + "LCE1C", + "SMIM8", + "PRSS45P", + "CYBRD1", + "POU3F2", + "TMEM42", + "OR51A4", + "ERP44", + "OR1L8", + "UNC119B", + "GTPBP10", + "SREK1IP1", + "TBCC", + "CEACAM8", + "C17orf78", + "MARK1", + "TSPAN6", + "OR2A14", + "SCML1", + "KRTAP7-1", + "ZFAND2A", + "MAGEB1", + "OPN4", + "CEP43", + "MMAA", + "SAGE1", + "RASSF10", + "OARD1", + "DQX1", + "HMGA2", + "SULT1E1", + "TACSTD2", + "IGSF21", + "PP2D1", + "FOXD4L3", + "NXPE2", + "KRT33A", + "GYPA", + "OR51F1", + "HTR2C", + "FBXO43", + "GSX2", + "HSF5", + "GLRA2", + "SH3YL1", + "C1QTNF9B", + "FOXE3", + "LIPI", + "NFIB", + "CD109", + "OR52K2", + "VIL1", + "TEX12", + "APOA4", + "RPL23AP7", + "ZP4", + "SLC8A3", + "NPAP1", + "SNX8", + "ARL5C", + "SCGB1C1", + "AJM1", + "HEXA", + "SOHLH1", + "DEFB136", + "PPP1R1C", + "PIGF", + "FANK1", + "OR51F2", + "LKAAEAR1", + "OR52A1", + "OR2A7", + "C11orf42", + "OR2AG1", + "SLC2A11", + "CIAO1", + "LINC00479", + "H4C12", + "HLA-G", + "TFAP2D", + "TLL2", + "HEMGN", + "PARP15", + "ADGRA1", + "TFB1M", + "UCP1", + "GRB2", + "ADAM21P1", + "SPSB4", + "PKHD1", + "OPALIN", + "HCRT", + "FAM227B", + "GLRX2", + "CRLF2", + "CNGA2", + "HFM1", + "GATA4", + "OR2AK2", + "TEAD2", + "RRP7A", + "GSTT4", + "GALNTL5", + "CHD7", + "SPINK8", + "FXR1", + "H3C4", + "SLC5A12", + "IFNK", + "GLT1D1", + "H1-6", + "SYCP2", + "UTS2R", + "CLHC1", + "GSG1", + "SCML2", + "ANGPTL7", + "ULK4P2", + "IL37", + "ZBTB49", + "SLC25A23", + "SPANXA2", + "CELA1", + "FNTB", + "IL2", + "AP3S2", + "PGLYRP4", + "IQCF5", + "BAALC-AS2", + "OR4D2", + "RBM44", + "NUTM1", + "GLYATL3", + "OR10P1", + "TUBGCP2", + "LCE3A", + "SLC38A8", + "ZSCAN31", + "DDI1", + "ADCYAP1R1", + "SNORA84", + "FAM181A", + "ADGRG4", + "SBDSP1", + "TGIF2LX", + "MACROD2", + "CYP4F11", + "STBD1", + "SLC25A51", + "ROS1", + "NAXD", + "CST5", + "FOLR3", + "LRRC4B", + "SSX1", + "GRAPL", + "SHH", + "RALGPS2", + "PPP1R2C", + "MYO3B", + "H1-3", + "ZSWIM4", + "H3C7", + "ZNF544", + "GABARAPL2", + "OR51A2", + "RFPL3S", + "THAP10", + "MRPS31", + "NSG2", + "MSL2", + "GUCY2EP", + "OR6N2", + "RHO", + "SNORA32", + "BID", + "CCL15", + "MIMT1", + "SIX3", + "OR52B4", + "CRH", + "KIR3DX1", + "KRTAP10-2", + "FGF7P6", + "SPANXB1", + "PELO", + "GABRB1", + "PHOX2B", + "RBM23", + "KRTAP21-2", + "ATP10A", + "KHDC1L", + "BIRC7", + "PAPSS1", + "MOG", + "TAS2R38", + "PMS2P5", + "SOX3", + "KRTAP10-10", + "GHRH", + "IL22", + "SLC13A1", + "HTR5A", + "ABHD17C", + "OR11H1", + "HEXA-AS1", + "LTC4S", + "PSG8", + "FOXN4", + "CITED2", + "CDX2", + "DEDD2", + "AVP", + "BEND2", + "NYAP2", + "CHCT1", + "TBC1D3P2", + "CEP170P1", + "OR2F1", + "FKSG29", + "WBP2NL", + "SSTR4", + "CCDC74A", + "OXT", + "HIVEP2", + "KIR2DL3", + "OR4C45", + "PCDHGA3", + "OR7E37P", + "KLKB1", + "MAP6D1", + "OR51B6", + "C1orf141", + "NBR2", + "REDIC1", + "KRTAP4-1", + "OR5K3", + "PPP1R3B", + "EQTN", + "WDR87", + "CCDC116", + "DNALI1", + "OR9K2", + "PRR5-ARHGAP8", + "UTP11", + "IRX3", + "FSTL4", + "POTEA", + "TAAR6", + "HIGD1C", + "SCARNA10", + "CA12", + "ZNF735", + "NXNL1", + "CBLC", + "TNN", + "MIR9-1HG", + "STH", + "KRT84", + "NXF5", + "RETN", + "OR4C15", + "SLC12A1", + "GAST", + "FOXN3-AS2", + "UGT1A5", + "SLC10A2", + "AACSP1", + "NCAM2", + "GFOD1", + "SNORD23", + "HAO2", + "MAGEA4", + "PLSCR2", + "FAM24A", + "CCDC171", + "GOT1L1", + "LOC284788", + "CDC16", + "SLC35F3", + "OR5C1", + "ST18", + "LIMS3-LOC440895", + "NME5", + "BARX2", + "CCDC177", + "CLC", + "MTUS2", + "COL9A3", + "PRSS3", + "HOXA3", + "TUBB8", + "MUC7", + "EMC9", + "RECQL4", + "RXFP1", + "OR2B11", + "S100A7A", + "C16orf89", + "TGM6", + "HLA-DQA1", + "WRNIP1", + "CPA4", + "SDHAF3", + "BTNL2", + "KRTAP12-4", + "GRP", + "MMP3", + "FSCB", + "CLYBL", + "AKAP4", + "GNAO1-AS1", + "GOLGA2P3Y", + "TUBA3D", + "TMEM151A", + "CFHR4", + "CCL2", + "USP17L6P", + "SLC8A2", + "NONO", + "IL21", + "VSX2", + "LAIR2", + "TYRO3", + "SNORA70B", + "ERC2-IT1", + "TMIGD1", + "ACOT12", + "IMPG2", + "SLCO6A1", + "NR2E1", + "AK7", + "EGR2", + "KLHL34", + "ARHGAP26", + "TEX36", + "HCCAT5", + "EPX", + "HK2", + "FAM197Y2", + "HP", + "THBS1", + "MROH2B", + "H4C3", + "TLX2", + "SNORA29", + "KRTAP12-1", + "RPS28", + "PEBP4", + "HYAL6P", + "C20orf173", + "BCLAF3", + "OR51B5", + "SNORA65", + "SLC25A43", + "OR2T27", + "PSAPL1", + "LOC400940", + "KRTAP19-2", + "PAPOLB", + "OR5B17", + "CCDC42", + "FAM181A-AS1", + "FAM27E5", + "DKKL1", + "GLT6D1", + "MOV10L1", + "OR10A6", + "EN1", + "ACTG1", + "SNORA11B", + "OR52L1", + "DCX", + "GAGE2E", + "DEFB106A", + "GPR151", + "TREML4", + "VPS11", + "AKR7A2P1", + "CPLX4", + "VTRNA1-1", + "PRR20A", + "RBMY1B", + "TSSK2", + "RLN3", + "NSMCE4A", + "OR5H15", + "KRTAP22-1", + "TTTY17A", + "RBMY1F", + "KRTAP19-4", + "PRR20B", + "TTTY17B" + ], + "Coefficient": [ + -4.274690123264894, + -2.628629037174309, + -2.3727888737011393, + 2.254550581905959, + 2.205446270801299, + -2.1664557859148252, + 2.163664632557058, + 2.0817019188969352, + 2.0078989998495502, + -1.9751348032179308, + 1.969558689416914, + -1.968271957069409, + -1.9675784390083446, + 1.8920317560957496, + -1.854780356854588, + 1.854637519242673, + 1.848484044817453, + 1.8417297582013419, + -1.8327824489378517, + 1.8264496314734784, + -1.780676547187918, + 1.7794903317661654, + -1.756068510718938, + 1.75206092454924, + -1.7497504081390396, + -1.7486558366743672, + 1.714292211544182, + 1.6909611135654496, + 1.6891156989131286, + -1.6737662094432872, + 1.6611721481533055, + 1.654299836253803, + -1.6129244701587746, + 1.604470296897949, + 1.596847823342676, + 1.5827054240691074, + 1.5689350356982052, + 1.5592100906433213, + 1.5264901202153525, + -1.5240129466716896, + -1.502680331939404, + 1.4915355284019682, + -1.4744377865739335, + -1.4678657449595092, + -1.4579172897870638, + 1.4318116879696474, + 1.4280827608684352, + 1.4270392362848165, + 1.391207639641502, + -1.3794100147272779, + 1.3751569791520273, + -1.3596657509070915, + 1.3429793020120706, + -1.3369576983162044, + 1.3359084207541423, + -1.326090993115522, + 1.3024612312948458, + 1.2912499217068791, + -1.2810237073266277, + 1.271946970750398, + -1.256144438545395, + 1.246082360031397, + -1.2339060639780317, + -1.2207625651930976, + -1.1978370482854417, + 1.1861016695211006, + 1.1724921451657238, + 1.1670597692535256, + -1.1576803241267308, + -1.156634409169823, + 1.1527277560685245, + -1.09703266556206, + -1.0811041145396205, + 1.0743856301466286, + 1.0643455849967332, + 1.0557280782326532, + 1.0484416702186103, + 1.0432000716832313, + 1.0323453432048573, + -1.0323172912923615, + 1.015750002117779, + 1.0125443280633393, + 1.002639632267872, + 0.9837887251580574, + -0.9775071310566629, + -0.9681008257048616, + 0.9597253100771044, + -0.9594129326947223, + -0.9544825565527918, + 0.9491138260004864, + -0.9447301008350144, + -0.9446012940375723, + 0.9369809280816203, + -0.9331053907374054, + -0.9290554018510998, + -0.9274944956116957, + 0.9260098547064871, + -0.92581367224575, + -0.9198151524391277, + 0.912393670649226, + 0.9056942528592685, + -0.88989159820516, + -0.8863032315819154, + -0.8853163471809621, + 0.8840866417645545, + 0.8817726770944155, + -0.8795108742416049, + 0.877255502085183, + 0.8751881560102086, + 0.8736078463015725, + 0.8709798866758937, + -0.8704491305919421, + -0.8565739803820327, + 0.8556486070490958, + 0.8542332597371133, + 0.8535406323598501, + 0.8506974726354546, + -0.8494577585825086, + -0.8474998038227369, + 0.8398333191402825, + 0.8390093192209981, + 0.8336653269214186, + 0.8296831901675921, + -0.8208470230407635, + 0.818611283795895, + -0.8177424933834373, + -0.8156923377838359, + -0.814463236263105, + 0.8117761603184094, + 0.8114326610703002, + -0.8065727608341178, + -0.7948061655916583, + -0.7946447828756168, + -0.7917891030956363, + 0.7876732075222749, + -0.7826601584062238, + -0.7754799603753495, + -0.774846979055682, + 0.7702232981825147, + 0.769279148093883, + 0.7682735995842661, + 0.768248139041142, + -0.7637530189890108, + 0.7599928131158153, + -0.7592020293836361, + 0.7543217665599233, + -0.7499442236730967, + -0.7473620492210881, + -0.7437100892193914, + -0.7280841192116501, + -0.7272695065170264, + -0.7268057283257403, + -0.7266248852845829, + 0.7265515426639065, + 0.7258476882518112, + 0.7227487573147647, + 0.7128420689684735, + -0.7121168209787364, + -0.7103882681830422, + -0.7060211436287093, + -0.7053971301475999, + 0.7011833059013879, + 0.6981415007875764, + -0.6980673712070236, + 0.6973766336592371, + -0.6923310988902468, + -0.6905294456748199, + 0.6891154397230539, + 0.6881917267562607, + 0.6830332459330853, + 0.6817289092869331, + 0.6722234133471648, + 0.6684268181097776, + 0.6669790376616925, + -0.6546392839004985, + -0.65355430764107, + 0.6522877679773584, + 0.6514592239239912, + 0.6504113645321244, + 0.6498065085802317, + -0.6484526589803579, + 0.6436764386936948, + 0.6275161636792567, + -0.6244656257745681, + -0.6185768521358831, + -0.611165214692828, + -0.608378490087494, + -0.6060374880806771, + 0.5954885740236051, + -0.5938493892137261, + -0.593043220650751, + -0.5929021854459273, + 0.5896312523976854, + 0.5887401284898303, + 0.5885430903770501, + 0.5827772794401453, + -0.5814680381058566, + 0.5813793131521271, + -0.5779315425155137, + -0.5754653091998538, + -0.5744410568120585, + -0.5736816434453633, + -0.5701547839147464, + 0.5672843828251067, + 0.567125706308204, + 0.5670823460782974, + -0.5662075740221848, + -0.5637417668666994, + -0.5618066870650646, + 0.560989794187285, + 0.5607887663616745, + 0.5604345782725838, + -0.5598292806160086, + -0.554545402918319, + -0.5503408525162689, + 0.5473061757461014, + 0.5318037460618404, + 0.5280606850203454, + 0.5273526003431683, + 0.5235776886770197, + 0.523186910302141, + 0.5208571611067698, + 0.5185697687221942, + 0.5159873597998543, + 0.5148834894446845, + 0.5067228435474821, + 0.505067612828633, + -0.5014861504419885, + 0.49848775216001645, + 0.49792836818694963, + -0.495517983592193, + 0.4927136694087375, + -0.4901708382346529, + 0.48946943504093093, + 0.4855334008787413, + 0.4853712648242574, + -0.4840562736906568, + 0.4830232940366362, + -0.47955784460194845, + 0.4729835623283834, + 0.4702695941000677, + 0.4656600724888351, + 0.46515499095704643, + 0.4650083096073738, + 0.464908235394813, + -0.46364888946311444, + 0.46257560246795065, + 0.4526790792075601, + 0.45225774735665447, + 0.45072162790376474, + 0.4500387260064, + -0.4381328892873451, + -0.435086724711715, + -0.43285851470623105, + -0.42473878316797925, + 0.42432737891383515, + 0.42264663854188694, + 0.42132322771212044, + 0.4191444509817939, + -0.41876744950519385, + 0.4180677627392214, + 0.41281416742135935, + -0.41013427226081367, + 0.40943728144888686, + -0.4081503465722202, + 0.40105891793295817, + -0.40101644609026466, + 0.3970037304227912, + -0.3965900854931028, + -0.3955025402550016, + 0.3945028000784485, + -0.3910366986799887, + -0.3887867386099789, + -0.38581884518277226, + -0.38515656941386706, + -0.38405783500963625, + -0.3820554194423827, + -0.38059875541237376, + 0.3799093163579444, + 0.37116035064523095, + -0.3683871637861748, + -0.36644288125137325, + -0.3662156587093903, + -0.3651478114422822, + -0.364736761564232, + 0.36346445837994784, + 0.3574361812573058, + -0.35690922424850197, + -0.3523510275725726, + 0.3488203197036824, + -0.3488034439826649, + -0.3480939517845599, + -0.3476802632022088, + -0.3462823305799833, + -0.34614149651601245, + 0.3449497375325737, + -0.34206027462705463, + -0.3384808272351379, + -0.3377621572763249, + 0.3369381643849286, + 0.3366491813989601, + -0.3354994515862038, + -0.33109971344328, + 0.3284879543302015, + 0.3278263990731291, + -0.3275996617008163, + -0.3258074093248155, + -0.323397677373204, + 0.3211521860295637, + 0.31791322881573203, + 0.3172895857491085, + -0.3159060971702869, + 0.3156190115942632, + -0.31343697267314197, + -0.3121943041014267, + 0.3100856551556169, + -0.3093568069894962, + 0.30753671708442565, + -0.3065712502188313, + -0.3008062108885318, + -0.29913014617700795, + -0.29707155083092823, + 0.295148900561063, + -0.29426591122016965, + -0.2899709945993561, + 0.289026575391644, + -0.2882097454850889, + -0.28765017913559565, + 0.2865166756514531, + -0.2849771909563234, + -0.2834352772104785, + 0.28077240451081303, + -0.27999527922103423, + 0.2795118918722668, + 0.27920403867033977, + 0.27905723968473606, + 0.2764154242709659, + -0.2761174189618738, + -0.2754645167539297, + -0.27528736520944824, + 0.27380230413673873, + 0.2697040575629438, + -0.26697288403062697, + 0.2666289255346732, + -0.26609766332913276, + -0.26409727337243377, + -0.26382020235760295, + 0.2612981033709949, + 0.2596015072277699, + -0.2567913688269282, + -0.25610243612950956, + -0.2507507633149718, + -0.2505034198873856, + -0.24646144170734222, + -0.24610207810175513, + -0.245755961679636, + -0.2452722899752612, + -0.24009015122291613, + -0.23959657173843069, + 0.23839431992624455, + 0.23617794551384638, + 0.23370246707996237, + -0.23368692595803078, + -0.23251713481018962, + 0.2324214515987283, + -0.23128216319417086, + 0.23050569309634586, + 0.2277225024165845, + -0.22639080720604293, + -0.22519736084549932, + -0.22381831018097337, + 0.218117717664128, + -0.21681596349686053, + 0.21082748768813825, + -0.2094333068057842, + -0.2090876593235029, + 0.20750308902371703, + 0.2062329492800401, + -0.20566266862964477, + 0.20382372262145226, + -0.201024123192471, + -0.19936031631949214, + -0.19238960734399937, + 0.19222407473531838, + 0.1911995033684442, + -0.18798787291352714, + 0.18348261020449966, + 0.18213218043494486, + -0.17999366126791855, + 0.17768029254616893, + -0.17433377515917164, + -0.17303628401893842, + -0.17138881166662068, + 0.1702452321463442, + 0.16870564211474995, + -0.16768441151976327, + 0.16735425554792416, + -0.16711115152245098, + 0.1606089448199583, + -0.16045122896385827, + 0.16019506542569045, + -0.1601758755070826, + 0.16015276146223986, + -0.16001336122057686, + 0.15933901758030036, + 0.15532968993714105, + -0.1553196222001628, + 0.15290110907976134, + 0.15020690692281938, + -0.14964663899279676, + -0.14851388021772904, + -0.14631689821455282, + -0.14320740884147706, + 0.14147204342908604, + 0.13883791801061954, + -0.13863891794810235, + 0.13568071350677785, + 0.13455387897730448, + 0.13453646609671474, + -0.12907022649061684, + -0.12706650798985986, + -0.12644414418667657, + -0.1247803164998473, + -0.12305556979525661, + 0.12040250895711381, + -0.11817545174613175, + -0.1180462052247311, + -0.11778867905464839, + -0.11774102474045314, + 0.11423596356167383, + 0.11245128197517541, + -0.1100461864216265, + 0.10767195450159778, + -0.10701206405120801, + 0.10504718308680465, + 0.10425731429594413, + 0.10370933444830109, + -0.10346968579043031, + 0.10338995065114903, + 0.10234728696592343, + -0.10179341644714722, + -0.10129402878753624, + 0.10056509271597498, + -0.09993315288116965, + -0.0974200081543367, + 0.09523994707606286, + -0.09463241366177509, + -0.09440346870472761, + 0.09214198617628129, + 0.09185305481495895, + 0.08879274463446235, + -0.08743377628244582, + -0.08697490036452618, + -0.0865408678512656, + 0.08588430785614336, + -0.08585622576572312, + 0.08575392107525082, + -0.08552904735526798, + 0.08409596436514155, + -0.0830453358061455, + 0.07849198152461594, + 0.07511410038708877, + -0.07381235000871268, + -0.07313515664756123, + -0.07282838377241417, + 0.0704918694468069, + -0.0689280851526097, + -0.0689190233459042, + 0.06857131426006137, + -0.06701598901728686, + 0.06565175028880213, + -0.06195430841577444, + 0.05929146036018859, + -0.05914186455905715, + 0.05845900448449997, + 0.057618368836188996, + -0.057341032538036886, + -0.05673857390952634, + -0.05479747584332859, + 0.053843637746118854, + -0.05367887436189541, + -0.05177120264351722, + 0.051656122941763194, + 0.051210140517709835, + -0.05069337743812584, + -0.048265786621056524, + 0.04669455733875765, + -0.045917543944255415, + 0.04390985204997481, + 0.0438216206666381, + 0.04349521777607595, + -0.04294612133728742, + 0.04250641574558897, + -0.0422340312878854, + 0.040747740709636014, + -0.03838303044530087, + -0.035628240001470746, + 0.03557607479939345, + 0.03444108777703696, + -0.03363302302435911, + 0.031349806777031364, + 0.0302646682744025, + 0.028803685862885117, + -0.0287216837051639, + 0.02700912533184091, + 0.026983068378136837, + 0.02636098195975114, + 0.02625202466675149, + -0.025166102745375396, + -0.023830774950030092, + -0.022883379589060563, + -0.02160894001390008, + 0.020717946082800694, + -0.02016056853006432, + 0.0183724442533689, + -0.01800372625249784, + -0.016450375105453677, + -0.014061957329885395, + 0.012234085795042808, + -0.010909364090442545, + 0.009914022632802647, + -0.00889899265632033, + -0.00838011275776559, + -0.006513297358812018, + 0.005183013544960445, + 0.005169549939204426, + 0.005118042066348988, + -0.004851900773043976, + -0.0048112497002099, + 0.00405199910797724, + -0.0033198172687003234, + -0.002986630663131719, + -0.002903101055826444, + 0.0025924174133757564, + 0.0020459088519476066, + -0.0011012843143693655, + 0.0008929931834275271, + 0.0003134340947115159, + 0.00014114545605879125, + 0.00012356622024077297, + 9.769951405583374e-05, + -2.6866013058072673e-05, + 2.6095060608301797e-05, + 9.059833880070863e-15, + 9.227608581553656e-16, + -1.6777470148279374e-16, + -1.258310261120953e-16, + 1.258310261120953e-16 + ], + "Absolute Coefficient": [ + 4.274690123264894, + 2.628629037174309, + 2.3727888737011393, + 2.254550581905959, + 2.205446270801299, + 2.1664557859148252, + 2.163664632557058, + 2.0817019188969352, + 2.0078989998495502, + 1.9751348032179308, + 1.969558689416914, + 1.968271957069409, + 1.9675784390083446, + 1.8920317560957496, + 1.854780356854588, + 1.854637519242673, + 1.848484044817453, + 1.8417297582013419, + 1.8327824489378517, + 1.8264496314734784, + 1.780676547187918, + 1.7794903317661654, + 1.756068510718938, + 1.75206092454924, + 1.7497504081390396, + 1.7486558366743672, + 1.714292211544182, + 1.6909611135654496, + 1.6891156989131286, + 1.6737662094432872, + 1.6611721481533055, + 1.654299836253803, + 1.6129244701587746, + 1.604470296897949, + 1.596847823342676, + 1.5827054240691074, + 1.5689350356982052, + 1.5592100906433213, + 1.5264901202153525, + 1.5240129466716896, + 1.502680331939404, + 1.4915355284019682, + 1.4744377865739335, + 1.4678657449595092, + 1.4579172897870638, + 1.4318116879696474, + 1.4280827608684352, + 1.4270392362848165, + 1.391207639641502, + 1.3794100147272779, + 1.3751569791520273, + 1.3596657509070915, + 1.3429793020120706, + 1.3369576983162044, + 1.3359084207541423, + 1.326090993115522, + 1.3024612312948458, + 1.2912499217068791, + 1.2810237073266277, + 1.271946970750398, + 1.256144438545395, + 1.246082360031397, + 1.2339060639780317, + 1.2207625651930976, + 1.1978370482854417, + 1.1861016695211006, + 1.1724921451657238, + 1.1670597692535256, + 1.1576803241267308, + 1.156634409169823, + 1.1527277560685245, + 1.09703266556206, + 1.0811041145396205, + 1.0743856301466286, + 1.0643455849967332, + 1.0557280782326532, + 1.0484416702186103, + 1.0432000716832313, + 1.0323453432048573, + 1.0323172912923615, + 1.015750002117779, + 1.0125443280633393, + 1.002639632267872, + 0.9837887251580574, + 0.9775071310566629, + 0.9681008257048616, + 0.9597253100771044, + 0.9594129326947223, + 0.9544825565527918, + 0.9491138260004864, + 0.9447301008350144, + 0.9446012940375723, + 0.9369809280816203, + 0.9331053907374054, + 0.9290554018510998, + 0.9274944956116957, + 0.9260098547064871, + 0.92581367224575, + 0.9198151524391277, + 0.912393670649226, + 0.9056942528592685, + 0.88989159820516, + 0.8863032315819154, + 0.8853163471809621, + 0.8840866417645545, + 0.8817726770944155, + 0.8795108742416049, + 0.877255502085183, + 0.8751881560102086, + 0.8736078463015725, + 0.8709798866758937, + 0.8704491305919421, + 0.8565739803820327, + 0.8556486070490958, + 0.8542332597371133, + 0.8535406323598501, + 0.8506974726354546, + 0.8494577585825086, + 0.8474998038227369, + 0.8398333191402825, + 0.8390093192209981, + 0.8336653269214186, + 0.8296831901675921, + 0.8208470230407635, + 0.818611283795895, + 0.8177424933834373, + 0.8156923377838359, + 0.814463236263105, + 0.8117761603184094, + 0.8114326610703002, + 0.8065727608341178, + 0.7948061655916583, + 0.7946447828756168, + 0.7917891030956363, + 0.7876732075222749, + 0.7826601584062238, + 0.7754799603753495, + 0.774846979055682, + 0.7702232981825147, + 0.769279148093883, + 0.7682735995842661, + 0.768248139041142, + 0.7637530189890108, + 0.7599928131158153, + 0.7592020293836361, + 0.7543217665599233, + 0.7499442236730967, + 0.7473620492210881, + 0.7437100892193914, + 0.7280841192116501, + 0.7272695065170264, + 0.7268057283257403, + 0.7266248852845829, + 0.7265515426639065, + 0.7258476882518112, + 0.7227487573147647, + 0.7128420689684735, + 0.7121168209787364, + 0.7103882681830422, + 0.7060211436287093, + 0.7053971301475999, + 0.7011833059013879, + 0.6981415007875764, + 0.6980673712070236, + 0.6973766336592371, + 0.6923310988902468, + 0.6905294456748199, + 0.6891154397230539, + 0.6881917267562607, + 0.6830332459330853, + 0.6817289092869331, + 0.6722234133471648, + 0.6684268181097776, + 0.6669790376616925, + 0.6546392839004985, + 0.65355430764107, + 0.6522877679773584, + 0.6514592239239912, + 0.6504113645321244, + 0.6498065085802317, + 0.6484526589803579, + 0.6436764386936948, + 0.6275161636792567, + 0.6244656257745681, + 0.6185768521358831, + 0.611165214692828, + 0.608378490087494, + 0.6060374880806771, + 0.5954885740236051, + 0.5938493892137261, + 0.593043220650751, + 0.5929021854459273, + 0.5896312523976854, + 0.5887401284898303, + 0.5885430903770501, + 0.5827772794401453, + 0.5814680381058566, + 0.5813793131521271, + 0.5779315425155137, + 0.5754653091998538, + 0.5744410568120585, + 0.5736816434453633, + 0.5701547839147464, + 0.5672843828251067, + 0.567125706308204, + 0.5670823460782974, + 0.5662075740221848, + 0.5637417668666994, + 0.5618066870650646, + 0.560989794187285, + 0.5607887663616745, + 0.5604345782725838, + 0.5598292806160086, + 0.554545402918319, + 0.5503408525162689, + 0.5473061757461014, + 0.5318037460618404, + 0.5280606850203454, + 0.5273526003431683, + 0.5235776886770197, + 0.523186910302141, + 0.5208571611067698, + 0.5185697687221942, + 0.5159873597998543, + 0.5148834894446845, + 0.5067228435474821, + 0.505067612828633, + 0.5014861504419885, + 0.49848775216001645, + 0.49792836818694963, + 0.495517983592193, + 0.4927136694087375, + 0.4901708382346529, + 0.48946943504093093, + 0.4855334008787413, + 0.4853712648242574, + 0.4840562736906568, + 0.4830232940366362, + 0.47955784460194845, + 0.4729835623283834, + 0.4702695941000677, + 0.4656600724888351, + 0.46515499095704643, + 0.4650083096073738, + 0.464908235394813, + 0.46364888946311444, + 0.46257560246795065, + 0.4526790792075601, + 0.45225774735665447, + 0.45072162790376474, + 0.4500387260064, + 0.4381328892873451, + 0.435086724711715, + 0.43285851470623105, + 0.42473878316797925, + 0.42432737891383515, + 0.42264663854188694, + 0.42132322771212044, + 0.4191444509817939, + 0.41876744950519385, + 0.4180677627392214, + 0.41281416742135935, + 0.41013427226081367, + 0.40943728144888686, + 0.4081503465722202, + 0.40105891793295817, + 0.40101644609026466, + 0.3970037304227912, + 0.3965900854931028, + 0.3955025402550016, + 0.3945028000784485, + 0.3910366986799887, + 0.3887867386099789, + 0.38581884518277226, + 0.38515656941386706, + 0.38405783500963625, + 0.3820554194423827, + 0.38059875541237376, + 0.3799093163579444, + 0.37116035064523095, + 0.3683871637861748, + 0.36644288125137325, + 0.3662156587093903, + 0.3651478114422822, + 0.364736761564232, + 0.36346445837994784, + 0.3574361812573058, + 0.35690922424850197, + 0.3523510275725726, + 0.3488203197036824, + 0.3488034439826649, + 0.3480939517845599, + 0.3476802632022088, + 0.3462823305799833, + 0.34614149651601245, + 0.3449497375325737, + 0.34206027462705463, + 0.3384808272351379, + 0.3377621572763249, + 0.3369381643849286, + 0.3366491813989601, + 0.3354994515862038, + 0.33109971344328, + 0.3284879543302015, + 0.3278263990731291, + 0.3275996617008163, + 0.3258074093248155, + 0.323397677373204, + 0.3211521860295637, + 0.31791322881573203, + 0.3172895857491085, + 0.3159060971702869, + 0.3156190115942632, + 0.31343697267314197, + 0.3121943041014267, + 0.3100856551556169, + 0.3093568069894962, + 0.30753671708442565, + 0.3065712502188313, + 0.3008062108885318, + 0.29913014617700795, + 0.29707155083092823, + 0.295148900561063, + 0.29426591122016965, + 0.2899709945993561, + 0.289026575391644, + 0.2882097454850889, + 0.28765017913559565, + 0.2865166756514531, + 0.2849771909563234, + 0.2834352772104785, + 0.28077240451081303, + 0.27999527922103423, + 0.2795118918722668, + 0.27920403867033977, + 0.27905723968473606, + 0.2764154242709659, + 0.2761174189618738, + 0.2754645167539297, + 0.27528736520944824, + 0.27380230413673873, + 0.2697040575629438, + 0.26697288403062697, + 0.2666289255346732, + 0.26609766332913276, + 0.26409727337243377, + 0.26382020235760295, + 0.2612981033709949, + 0.2596015072277699, + 0.2567913688269282, + 0.25610243612950956, + 0.2507507633149718, + 0.2505034198873856, + 0.24646144170734222, + 0.24610207810175513, + 0.245755961679636, + 0.2452722899752612, + 0.24009015122291613, + 0.23959657173843069, + 0.23839431992624455, + 0.23617794551384638, + 0.23370246707996237, + 0.23368692595803078, + 0.23251713481018962, + 0.2324214515987283, + 0.23128216319417086, + 0.23050569309634586, + 0.2277225024165845, + 0.22639080720604293, + 0.22519736084549932, + 0.22381831018097337, + 0.218117717664128, + 0.21681596349686053, + 0.21082748768813825, + 0.2094333068057842, + 0.2090876593235029, + 0.20750308902371703, + 0.2062329492800401, + 0.20566266862964477, + 0.20382372262145226, + 0.201024123192471, + 0.19936031631949214, + 0.19238960734399937, + 0.19222407473531838, + 0.1911995033684442, + 0.18798787291352714, + 0.18348261020449966, + 0.18213218043494486, + 0.17999366126791855, + 0.17768029254616893, + 0.17433377515917164, + 0.17303628401893842, + 0.17138881166662068, + 0.1702452321463442, + 0.16870564211474995, + 0.16768441151976327, + 0.16735425554792416, + 0.16711115152245098, + 0.1606089448199583, + 0.16045122896385827, + 0.16019506542569045, + 0.1601758755070826, + 0.16015276146223986, + 0.16001336122057686, + 0.15933901758030036, + 0.15532968993714105, + 0.1553196222001628, + 0.15290110907976134, + 0.15020690692281938, + 0.14964663899279676, + 0.14851388021772904, + 0.14631689821455282, + 0.14320740884147706, + 0.14147204342908604, + 0.13883791801061954, + 0.13863891794810235, + 0.13568071350677785, + 0.13455387897730448, + 0.13453646609671474, + 0.12907022649061684, + 0.12706650798985986, + 0.12644414418667657, + 0.1247803164998473, + 0.12305556979525661, + 0.12040250895711381, + 0.11817545174613175, + 0.1180462052247311, + 0.11778867905464839, + 0.11774102474045314, + 0.11423596356167383, + 0.11245128197517541, + 0.1100461864216265, + 0.10767195450159778, + 0.10701206405120801, + 0.10504718308680465, + 0.10425731429594413, + 0.10370933444830109, + 0.10346968579043031, + 0.10338995065114903, + 0.10234728696592343, + 0.10179341644714722, + 0.10129402878753624, + 0.10056509271597498, + 0.09993315288116965, + 0.0974200081543367, + 0.09523994707606286, + 0.09463241366177509, + 0.09440346870472761, + 0.09214198617628129, + 0.09185305481495895, + 0.08879274463446235, + 0.08743377628244582, + 0.08697490036452618, + 0.0865408678512656, + 0.08588430785614336, + 0.08585622576572312, + 0.08575392107525082, + 0.08552904735526798, + 0.08409596436514155, + 0.0830453358061455, + 0.07849198152461594, + 0.07511410038708877, + 0.07381235000871268, + 0.07313515664756123, + 0.07282838377241417, + 0.0704918694468069, + 0.0689280851526097, + 0.0689190233459042, + 0.06857131426006137, + 0.06701598901728686, + 0.06565175028880213, + 0.06195430841577444, + 0.05929146036018859, + 0.05914186455905715, + 0.05845900448449997, + 0.057618368836188996, + 0.057341032538036886, + 0.05673857390952634, + 0.05479747584332859, + 0.053843637746118854, + 0.05367887436189541, + 0.05177120264351722, + 0.051656122941763194, + 0.051210140517709835, + 0.05069337743812584, + 0.048265786621056524, + 0.04669455733875765, + 0.045917543944255415, + 0.04390985204997481, + 0.0438216206666381, + 0.04349521777607595, + 0.04294612133728742, + 0.04250641574558897, + 0.0422340312878854, + 0.040747740709636014, + 0.03838303044530087, + 0.035628240001470746, + 0.03557607479939345, + 0.03444108777703696, + 0.03363302302435911, + 0.031349806777031364, + 0.0302646682744025, + 0.028803685862885117, + 0.0287216837051639, + 0.02700912533184091, + 0.026983068378136837, + 0.02636098195975114, + 0.02625202466675149, + 0.025166102745375396, + 0.023830774950030092, + 0.022883379589060563, + 0.02160894001390008, + 0.020717946082800694, + 0.02016056853006432, + 0.0183724442533689, + 0.01800372625249784, + 0.016450375105453677, + 0.014061957329885395, + 0.012234085795042808, + 0.010909364090442545, + 0.009914022632802647, + 0.00889899265632033, + 0.00838011275776559, + 0.006513297358812018, + 0.005183013544960445, + 0.005169549939204426, + 0.005118042066348988, + 0.004851900773043976, + 0.0048112497002099, + 0.00405199910797724, + 0.0033198172687003234, + 0.002986630663131719, + 0.002903101055826444, + 0.0025924174133757564, + 0.0020459088519476066, + 0.0011012843143693655, + 0.0008929931834275271, + 0.0003134340947115159, + 0.00014114545605879125, + 0.00012356622024077297, + 9.769951405583374e-05, + 2.6866013058072673e-05, + 2.6095060608301797e-05, + 9.059833880070863e-15, + 9.227608581553656e-16, + 1.6777470148279374e-16, + 1.258310261120953e-16, + 1.258310261120953e-16 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 91.27272727272728, + "precision": 91.3642541624193, + "recall": 99.80392156862744, + "f1": 95.38598780834545 + }, + "selection": { + "precision": 0.34477920177488264, + "recall": 0.9580838323353295, + "f1": 0.5069879506413046, + "jaccard": 0.2546109642322595 + } + } +} \ No newline at end of file diff --git a/output/regress/Prostate_Cancer/significant_genes_condition_Migraine.json b/output/regress/Prostate_Cancer/significant_genes_condition_Migraine.json new file mode 100644 index 0000000000000000000000000000000000000000..6b9fd36fa575de475fd6372e8257e6a3f8a0f389 --- /dev/null +++ b/output/regress/Prostate_Cancer/significant_genes_condition_Migraine.json @@ -0,0 +1,1089 @@ +{ + "significant_genes": { + "Variable": [ + "CT47A1", + "COX7A2L", + "ZNF578", + "ZNF410", + "OR1Q1", + "HYAL6P", + "ZNF878", + "AASS", + "TCERG1L", + "TSPY1", + "HOXC11", + "SPANXA2", + "MMP7", + "ANGPTL7", + "GTPBP10", + "OOSP2", + "CHRNB1", + "GABRR3", + "LNP1", + "A4GNT", + "RPL23AP7", + "OR51L1", + "GOLGA8DP", + "NFIB", + "C10orf62", + "SAFB", + "PLAGL1", + "HSP90AB1", + "UNC119B", + "GRAPL", + "PRSS45P", + "TAAR8", + "H1-9P", + "SERPINB10", + "OARD1", + "H2AC1", + "C17orf78", + "FKSG29", + "FBLN7", + "HCN1", + "TSPAN10", + "NETO1", + "MTMR7", + "ADGRA1", + "APEX2", + "WBP2NL", + "OR1L8", + "CFHR4", + "ALX1", + "TMCO2", + "C4orf50", + "TRIM51", + "AVP", + "LCE1C", + "GLT6D1", + "CNPY1", + "NPAP1", + "FERD3L", + "MUC7", + "RPL10", + "KLK8", + "OR2T27", + "CFAP54", + "GSTT4", + "LELP1", + "PRAMEF4", + "FAIM", + "OPN4", + "GLIPR1L2", + "SLC30A3", + "CRLF2", + "GLRA2", + "SPATA8", + "FAM106A", + "ALLC", + "MAGEA12", + "SLC7A5P1", + "POU3F2", + "LRIT1", + "SLC35G6", + "SBDSP1", + "DQX1", + "HMGA2", + "IRGC", + "HEMGN", + "SPAG11A", + "PDYN", + "RRH", + "HBE1", + "CPLX4", + "SLCO6A1", + "CTAG2", + "HTN3", + "GSTM1", + "CD300LD", + "ANKRD40CL", + "OR52K2", + "IL2", + "OR52A1", + "SSX7", + "GTF2A1L", + "KCNQ1DN", + "TBC1D3P2", + "DEFB113", + "HYKK", + "HTR2C", + "INGX", + "METTL8", + "HIGD2B", + "OR2J2", + "FGF7P6", + "HSD3B1", + "RYBP", + "CIAO1", + "TXNIP", + "OR7D2", + "UMOD", + "SLC10A2", + "SAP30", + "TOB1", + "MYO3B", + "CYP4F11", + "SYCP2", + "H4C6", + "SLC35F3", + "CDH6", + "FAM181A", + "NMNAT1", + "PTENP1", + "IFNL1", + "ANKRD34C", + "RPH3AL", + "ATXN3L", + "OR51F1", + "KRTAP10-11", + "TTTY8", + "KIR3DX1", + "TICAM2", + "ZNF90", + "CSAG1", + "KRTAP7-1", + "FOXD4L3", + "KLHDC8A", + "UPP2", + "PCDHGC5", + "SNORA79", + "WHAMM", + "SOHLH1", + "LIPI", + "PLET1", + "LY6K", + "P2RX5", + "GLT1D1", + "CHKA", + "TLX1", + "TMEM88B", + "RBM44", + "PEBP4", + "SLC25A23", + "OR51A4", + "GGT8P", + "IFNA4", + "NIPA2", + "BPIFC", + "HTR5A", + "LINC00518", + "CREG2", + "CFAP74", + "HK2", + "KRT38", + "NEUROD2", + "GTSE1-DT", + "SPANXN2", + "MSX2P1", + "WDR64", + "ROBO2", + "HAO2", + "SCEL", + "GSTT2", + "LOC284009", + "KRT37", + "NSG2", + "TERB1", + "SYNGR4", + "SCARNA10", + "OR2B11", + "RETN", + "CASP12", + "REG1B", + "KIF2B", + "PABPC1P2", + "ROS1", + "DEFB103B", + "PDHA2", + "GBE1", + "LRRC4B", + "IL1RAPL1", + "NYAP2", + "PPP1R3B", + "UCP1", + "SART3", + "BEND2", + "PPP1R2C", + "PLAGL2", + "TCHHL1", + "CTSH", + "C1QTNF3", + "HOXA3", + "IL36B", + "RIMBP3C", + "OR2AK2", + "PNPLA3", + "RBMXL3", + "RPS28", + "MIR9-1HG", + "CCDC70", + "CELA1", + "LRP2", + "OR51F2", + "SNORA70B", + "CRBN", + "GPR151", + "OR7C2", + "NCOR1P1", + "H3C6", + "SLC2A11", + "CEP43", + "DLGAP1", + "SSX1", + "PTPRT", + "IQCF2", + "RIT2", + "KRTAP10-9", + "TEX13B", + "PRSS33", + "COLEC11", + "TBC1D28", + "OR13F1", + "CRYAA", + "TBPL1", + "CRH", + "NCAN", + "BAGE", + "SPANXB1", + "MIXL1", + "NEUROD4", + "EIF4A2", + "KRT33A", + "GJB6", + "ZCRB1", + "UCA1", + "TRIM41", + "PASD1", + "TDRD3", + "SNORA38B", + "IFNK", + "ZSCAN31", + "PAGE5", + "ARL11", + "ADAM20", + "SPP1", + "OR1L6", + "ADCYAP1", + "ZNF727", + "KRTAP10-10", + "MYLIP", + "LAIR2", + "IL4", + "KRTAP4-1", + "OR2M4", + "PCDHGA3", + "CLDN6", + "F2RL3", + "LCE6A", + "SOX3", + "ZIC4", + "TMPRSS11A", + "CCL15", + "CST5", + "ERC2-IT1", + "NUFIP1", + "NME5", + "REDIC1", + "FLG2", + "SLC2A12", + "RAX", + "KREMEN2", + "GPATCH1", + "SALL4", + "TFAMP1", + "OR10T2", + "C1orf141", + "DAD1P1", + "FAM66C", + "SLC25A51", + "STATH", + "SERPINB11", + "ZNF764", + "NAALAD2", + "COPS3", + "S100A5", + "SLC39A12", + "CPA4", + "CCDC42", + "TDH", + "USP17L6P", + "ALPP", + "DHH", + "CAGE1", + "CDK11A", + "PSORS1C1", + "C22orf42", + "FNTB", + "OLIG2", + "CNGA2", + "SSB", + "POLR2J2", + "PRDM14", + "OR52B4", + "KRTAP5-11", + "SNORA68", + "FAM181A-AS1", + "ADCYAP1R1", + "SNORA32", + "LIN28B", + "SPINK8", + "PELO", + "ESPNL", + "SNORA29", + "PP2D1", + "OR56A5", + "OR2M3", + "AP3S2", + "MROH2B", + "OR51B5", + "C5AR2", + "SUPT20HL1", + "TSSK2", + "FAM170B", + "NUP43", + "H3C8", + "GAGE2E", + "TREML5P", + "OR5B17", + "PRR20A", + "FAM27E5", + "KRTAP19-2", + "DEFB106A", + "TTTY17A", + "OR5H15", + "PRR20B", + "KRTAP22-1", + "KRTAP19-4", + "KRTAP20-3", + "TTTY17B" + ], + "Coefficient": [ + -3.6249227904528363, + 2.9796177885142665, + 2.12359525738992, + -2.1174729327513306, + -2.0239243177443473, + 1.9313417418660972, + -1.8026181756032238, + -1.7763800739423181, + 1.7569383622144787, + 1.730883682024338, + 1.7034289837744043, + -1.642470498836311, + 1.6369854160338941, + -1.6148586831039513, + -1.6109612802597635, + -1.5473170182982405, + 1.5388958078364663, + -1.5252286492197242, + 1.4756029476136272, + 1.4564244491797704, + 1.4331151826702513, + 1.4096265288679173, + 1.392841505892129, + 1.3877718752394657, + -1.3828261818608631, + 1.3518713000795277, + 1.3119676113549148, + 1.2975624570976114, + 1.2689070526153265, + 1.2576786324364397, + -1.245949166339414, + 1.225766203180198, + 1.1950450042965362, + -1.1871064211603461, + 1.1748991500004442, + 1.1715755459886963, + 1.1665255458199872, + -1.1318339968107105, + -1.1247880086962523, + -1.112928654194288, + 1.1074771128960497, + -1.1057949513372147, + -1.1028045106861881, + -1.0987542221416233, + 1.0978678041636343, + -1.0739116577385797, + -1.073250559221517, + 1.0708464284545283, + 1.0584403104846252, + -1.0525200069182035, + 1.047769416622704, + -1.0324919776294776, + 1.0319811425654688, + 1.0216181060324188, + 0.9871526681715845, + -0.9789221735568332, + -0.9673787587813607, + -0.9519740427834911, + -0.9309860884645121, + 0.9240867626414467, + -0.9166999014003326, + -0.8932013076746933, + 0.8887285844242203, + 0.8869891934570345, + -0.8753088164347563, + -0.8701198012928834, + 0.8537106054144483, + 0.8514884912771419, + 0.8505031023356421, + -0.8357241326511667, + 0.8227242686227682, + -0.8218868565509276, + -0.8055941855346835, + 0.8041055403458321, + -0.7993473786527378, + 0.7982032312555568, + 0.79290978492444, + -0.7895254250653062, + -0.7799285219210325, + 0.774568966032462, + -0.771053030789533, + -0.7668423601500199, + -0.7615427093095115, + -0.75760715520801, + -0.7560700448464208, + 0.752043426250831, + 0.7422809588463898, + 0.7405567388178907, + 0.7388380209264787, + 0.7350757123375913, + -0.734675364939336, + 0.7318255456167525, + 0.7258577458780154, + -0.7216148534366125, + -0.7086688949003412, + -0.7066083658827597, + 0.7061387933656436, + 0.6986656399584711, + 0.6894791531695064, + -0.6834053742159332, + 0.670515165367986, + -0.667241132797663, + 0.665061874163184, + 0.6628068241859978, + -0.6489501266089319, + 0.6475656489045781, + -0.6461366821429022, + -0.6426957966602947, + -0.6424420599074662, + -0.6387079425095952, + -0.6294400556261129, + -0.6197717689986678, + 0.6167493155016559, + -0.6054056243856965, + 0.6000137978853638, + -0.5972450196197179, + 0.5965391313149426, + -0.5964195950000715, + 0.5807465907025533, + 0.5783067658457621, + -0.5754646493336487, + -0.5750013612337292, + -0.573985529325673, + -0.5693110260830336, + 0.5690688914026101, + 0.5681922650626672, + -0.5635601167540463, + 0.562731959224136, + -0.5609926498611206, + 0.5496321950607997, + -0.5413321600188103, + 0.539969585827513, + 0.5342324016629252, + 0.5328028986679957, + 0.5317678065172908, + 0.5316681215168972, + 0.5283399323983099, + 0.5237911969531865, + -0.5227548910913064, + 0.5193562044848921, + -0.518866193556015, + -0.5102712216862654, + -0.5081742275460722, + -0.49350415295220995, + -0.48674135307372807, + -0.48412601557249046, + 0.4829406220726536, + 0.47923192376374013, + -0.47750073484425354, + -0.47582351709098725, + 0.4727068415241669, + -0.4708409821191493, + -0.46690108339389796, + 0.4589811520408623, + -0.4562550902741723, + -0.45158782894132854, + 0.4496363824901403, + -0.4385333368817193, + -0.4352165227075298, + 0.4290342657577844, + 0.42479837718807134, + 0.4230010883227494, + -0.4206416447040218, + 0.4200509383023881, + -0.4118369468874289, + 0.4091865136912806, + -0.3965462909795628, + 0.3925257125050214, + -0.3922455428497061, + 0.38691142542613005, + -0.38572355276312087, + 0.3847587878652072, + 0.38312745363886525, + -0.3809433003660861, + 0.3795433979100857, + -0.37701952937330174, + -0.37624446578264575, + -0.3723885797167197, + -0.36938401030597295, + -0.3683352819840893, + 0.3597615884541145, + -0.3573749653635551, + -0.35712551224719274, + 0.35153981715364113, + 0.35002618373297306, + -0.3472652307915924, + -0.34672308812596164, + 0.34551551032516714, + -0.34056845269467345, + 0.33969250313153326, + 0.33900660936031335, + 0.3326601420875706, + 0.3316625297866682, + 0.3264579566353028, + 0.3214544559770256, + 0.3204309654502117, + -0.3179593283757026, + -0.3174611127877287, + -0.31366601423328944, + 0.31309213940102965, + 0.30566667908006184, + -0.3036925890488885, + -0.303114494314674, + -0.30162062649781735, + 0.2988923122811228, + -0.2974942987898612, + -0.29572727247699326, + 0.2925565621563044, + 0.29016320454987704, + 0.28839639027302966, + -0.27815853330594414, + -0.275240854654675, + 0.2696825932256127, + 0.2675481304483062, + -0.26542724114412763, + 0.25487171235870193, + -0.2504468227680026, + -0.2451543121525623, + 0.2367908778619714, + 0.2307993725206609, + -0.22320819845284948, + -0.21989031544860105, + -0.21835744932592038, + 0.210208848835703, + 0.20968749863971942, + 0.20755803765743994, + 0.20592033664562745, + 0.20479432292446945, + 0.2032083549773386, + 0.2007008913533894, + -0.20029107317879866, + 0.1920321006480673, + 0.18963328378858094, + -0.18367125926543595, + -0.1795614876002374, + -0.17932354836990896, + 0.1778451092087443, + 0.17711197784847257, + 0.17510076680886943, + 0.17330287946127848, + 0.17302470215070354, + -0.17034589834706163, + 0.17027428081299031, + -0.1692288448395837, + 0.16736800446323108, + -0.16650214287482576, + 0.16606230374013267, + -0.16599228263157845, + -0.1639931903631419, + -0.163698430338596, + 0.1625406867144704, + 0.16181562499931929, + -0.16147181202521912, + -0.15645948607341992, + 0.15474799123714866, + 0.15357482559936544, + -0.14777833565035875, + 0.1469670583463129, + 0.14578669189327498, + 0.14404529795670792, + -0.1436090122473272, + -0.14204567947898425, + 0.14198782567817694, + -0.14137819552817202, + -0.13654496364213506, + 0.13241595932840547, + -0.13137763442549075, + 0.12897490944862763, + -0.1268149380581911, + -0.1259623214854033, + -0.12339436808203098, + -0.12336116766819656, + -0.1209302018875503, + 0.11867776362016877, + -0.11653514381083935, + -0.11058825565746068, + 0.10957467335048744, + 0.10955509408776386, + -0.10949375113375144, + -0.10891855419174995, + -0.0996209958186664, + 0.09463820897065556, + 0.0909383658535457, + 0.09033494674431418, + 0.0901354815087572, + -0.08948989539541881, + 0.08933584408540576, + -0.08822250625552272, + -0.0880431958300729, + -0.08793084397162948, + -0.08269728719416555, + 0.08038888073330851, + -0.08033353238880885, + -0.07931250171213712, + 0.07928258869409671, + 0.07909859520336136, + -0.0789074877664475, + 0.07746906215518447, + -0.0713487502790152, + -0.07088448780753567, + -0.07031570049736595, + 0.06551884081383261, + -0.06450894914469131, + -0.05723180642071587, + -0.05680781828449248, + 0.05626336140424362, + -0.054405177023471335, + 0.05425455631043235, + -0.05385150165028632, + 0.05182403201161842, + -0.05056777038054212, + -0.04987432409509756, + 0.048874841075744996, + -0.04859602231396816, + 0.04655126062853351, + -0.04388707664237972, + -0.04298054959410978, + -0.04086013982750545, + 0.04023099111739278, + 0.035625263980418244, + 0.03548207562748305, + -0.031150104281111014, + -0.031017264610880828, + -0.02807116556164622, + -0.026166364595297368, + -0.025102077881787303, + 0.02388337028925876, + -0.023347986000625317, + 0.023329537270365828, + 0.02161126974822252, + -0.020527574423137906, + 0.019020771578103914, + -0.018673723838889666, + 0.013396721344035642, + 0.013065116093545178, + -0.012336750160565617, + -0.010001810856564848, + 0.009993614574136857, + -0.007198054598684023, + 0.004199187507779211, + -0.0031254305655743094, + -0.0019932467997503104, + -0.0010546532478810037, + -0.0010074884619541411, + 0.0009096008753819464, + 0.0005690290206152983, + -0.0005636347927749544, + 0.00041585719004410887, + 1.3757525521589088e-14, + -2.013296417793525e-15, + -1.6777470148279374e-15, + 1.0066482088967625e-15, + -1.0066482088967625e-15, + -1.0066482088967625e-15, + 6.71098805931175e-16 + ], + "Absolute Coefficient": [ + 3.6249227904528363, + 2.9796177885142665, + 2.12359525738992, + 2.1174729327513306, + 2.0239243177443473, + 1.9313417418660972, + 1.8026181756032238, + 1.7763800739423181, + 1.7569383622144787, + 1.730883682024338, + 1.7034289837744043, + 1.642470498836311, + 1.6369854160338941, + 1.6148586831039513, + 1.6109612802597635, + 1.5473170182982405, + 1.5388958078364663, + 1.5252286492197242, + 1.4756029476136272, + 1.4564244491797704, + 1.4331151826702513, + 1.4096265288679173, + 1.392841505892129, + 1.3877718752394657, + 1.3828261818608631, + 1.3518713000795277, + 1.3119676113549148, + 1.2975624570976114, + 1.2689070526153265, + 1.2576786324364397, + 1.245949166339414, + 1.225766203180198, + 1.1950450042965362, + 1.1871064211603461, + 1.1748991500004442, + 1.1715755459886963, + 1.1665255458199872, + 1.1318339968107105, + 1.1247880086962523, + 1.112928654194288, + 1.1074771128960497, + 1.1057949513372147, + 1.1028045106861881, + 1.0987542221416233, + 1.0978678041636343, + 1.0739116577385797, + 1.073250559221517, + 1.0708464284545283, + 1.0584403104846252, + 1.0525200069182035, + 1.047769416622704, + 1.0324919776294776, + 1.0319811425654688, + 1.0216181060324188, + 0.9871526681715845, + 0.9789221735568332, + 0.9673787587813607, + 0.9519740427834911, + 0.9309860884645121, + 0.9240867626414467, + 0.9166999014003326, + 0.8932013076746933, + 0.8887285844242203, + 0.8869891934570345, + 0.8753088164347563, + 0.8701198012928834, + 0.8537106054144483, + 0.8514884912771419, + 0.8505031023356421, + 0.8357241326511667, + 0.8227242686227682, + 0.8218868565509276, + 0.8055941855346835, + 0.8041055403458321, + 0.7993473786527378, + 0.7982032312555568, + 0.79290978492444, + 0.7895254250653062, + 0.7799285219210325, + 0.774568966032462, + 0.771053030789533, + 0.7668423601500199, + 0.7615427093095115, + 0.75760715520801, + 0.7560700448464208, + 0.752043426250831, + 0.7422809588463898, + 0.7405567388178907, + 0.7388380209264787, + 0.7350757123375913, + 0.734675364939336, + 0.7318255456167525, + 0.7258577458780154, + 0.7216148534366125, + 0.7086688949003412, + 0.7066083658827597, + 0.7061387933656436, + 0.6986656399584711, + 0.6894791531695064, + 0.6834053742159332, + 0.670515165367986, + 0.667241132797663, + 0.665061874163184, + 0.6628068241859978, + 0.6489501266089319, + 0.6475656489045781, + 0.6461366821429022, + 0.6426957966602947, + 0.6424420599074662, + 0.6387079425095952, + 0.6294400556261129, + 0.6197717689986678, + 0.6167493155016559, + 0.6054056243856965, + 0.6000137978853638, + 0.5972450196197179, + 0.5965391313149426, + 0.5964195950000715, + 0.5807465907025533, + 0.5783067658457621, + 0.5754646493336487, + 0.5750013612337292, + 0.573985529325673, + 0.5693110260830336, + 0.5690688914026101, + 0.5681922650626672, + 0.5635601167540463, + 0.562731959224136, + 0.5609926498611206, + 0.5496321950607997, + 0.5413321600188103, + 0.539969585827513, + 0.5342324016629252, + 0.5328028986679957, + 0.5317678065172908, + 0.5316681215168972, + 0.5283399323983099, + 0.5237911969531865, + 0.5227548910913064, + 0.5193562044848921, + 0.518866193556015, + 0.5102712216862654, + 0.5081742275460722, + 0.49350415295220995, + 0.48674135307372807, + 0.48412601557249046, + 0.4829406220726536, + 0.47923192376374013, + 0.47750073484425354, + 0.47582351709098725, + 0.4727068415241669, + 0.4708409821191493, + 0.46690108339389796, + 0.4589811520408623, + 0.4562550902741723, + 0.45158782894132854, + 0.4496363824901403, + 0.4385333368817193, + 0.4352165227075298, + 0.4290342657577844, + 0.42479837718807134, + 0.4230010883227494, + 0.4206416447040218, + 0.4200509383023881, + 0.4118369468874289, + 0.4091865136912806, + 0.3965462909795628, + 0.3925257125050214, + 0.3922455428497061, + 0.38691142542613005, + 0.38572355276312087, + 0.3847587878652072, + 0.38312745363886525, + 0.3809433003660861, + 0.3795433979100857, + 0.37701952937330174, + 0.37624446578264575, + 0.3723885797167197, + 0.36938401030597295, + 0.3683352819840893, + 0.3597615884541145, + 0.3573749653635551, + 0.35712551224719274, + 0.35153981715364113, + 0.35002618373297306, + 0.3472652307915924, + 0.34672308812596164, + 0.34551551032516714, + 0.34056845269467345, + 0.33969250313153326, + 0.33900660936031335, + 0.3326601420875706, + 0.3316625297866682, + 0.3264579566353028, + 0.3214544559770256, + 0.3204309654502117, + 0.3179593283757026, + 0.3174611127877287, + 0.31366601423328944, + 0.31309213940102965, + 0.30566667908006184, + 0.3036925890488885, + 0.303114494314674, + 0.30162062649781735, + 0.2988923122811228, + 0.2974942987898612, + 0.29572727247699326, + 0.2925565621563044, + 0.29016320454987704, + 0.28839639027302966, + 0.27815853330594414, + 0.275240854654675, + 0.2696825932256127, + 0.2675481304483062, + 0.26542724114412763, + 0.25487171235870193, + 0.2504468227680026, + 0.2451543121525623, + 0.2367908778619714, + 0.2307993725206609, + 0.22320819845284948, + 0.21989031544860105, + 0.21835744932592038, + 0.210208848835703, + 0.20968749863971942, + 0.20755803765743994, + 0.20592033664562745, + 0.20479432292446945, + 0.2032083549773386, + 0.2007008913533894, + 0.20029107317879866, + 0.1920321006480673, + 0.18963328378858094, + 0.18367125926543595, + 0.1795614876002374, + 0.17932354836990896, + 0.1778451092087443, + 0.17711197784847257, + 0.17510076680886943, + 0.17330287946127848, + 0.17302470215070354, + 0.17034589834706163, + 0.17027428081299031, + 0.1692288448395837, + 0.16736800446323108, + 0.16650214287482576, + 0.16606230374013267, + 0.16599228263157845, + 0.1639931903631419, + 0.163698430338596, + 0.1625406867144704, + 0.16181562499931929, + 0.16147181202521912, + 0.15645948607341992, + 0.15474799123714866, + 0.15357482559936544, + 0.14777833565035875, + 0.1469670583463129, + 0.14578669189327498, + 0.14404529795670792, + 0.1436090122473272, + 0.14204567947898425, + 0.14198782567817694, + 0.14137819552817202, + 0.13654496364213506, + 0.13241595932840547, + 0.13137763442549075, + 0.12897490944862763, + 0.1268149380581911, + 0.1259623214854033, + 0.12339436808203098, + 0.12336116766819656, + 0.1209302018875503, + 0.11867776362016877, + 0.11653514381083935, + 0.11058825565746068, + 0.10957467335048744, + 0.10955509408776386, + 0.10949375113375144, + 0.10891855419174995, + 0.0996209958186664, + 0.09463820897065556, + 0.0909383658535457, + 0.09033494674431418, + 0.0901354815087572, + 0.08948989539541881, + 0.08933584408540576, + 0.08822250625552272, + 0.0880431958300729, + 0.08793084397162948, + 0.08269728719416555, + 0.08038888073330851, + 0.08033353238880885, + 0.07931250171213712, + 0.07928258869409671, + 0.07909859520336136, + 0.0789074877664475, + 0.07746906215518447, + 0.0713487502790152, + 0.07088448780753567, + 0.07031570049736595, + 0.06551884081383261, + 0.06450894914469131, + 0.05723180642071587, + 0.05680781828449248, + 0.05626336140424362, + 0.054405177023471335, + 0.05425455631043235, + 0.05385150165028632, + 0.05182403201161842, + 0.05056777038054212, + 0.04987432409509756, + 0.048874841075744996, + 0.04859602231396816, + 0.04655126062853351, + 0.04388707664237972, + 0.04298054959410978, + 0.04086013982750545, + 0.04023099111739278, + 0.035625263980418244, + 0.03548207562748305, + 0.031150104281111014, + 0.031017264610880828, + 0.02807116556164622, + 0.026166364595297368, + 0.025102077881787303, + 0.02388337028925876, + 0.023347986000625317, + 0.023329537270365828, + 0.02161126974822252, + 0.020527574423137906, + 0.019020771578103914, + 0.018673723838889666, + 0.013396721344035642, + 0.013065116093545178, + 0.012336750160565617, + 0.010001810856564848, + 0.009993614574136857, + 0.007198054598684023, + 0.004199187507779211, + 0.0031254305655743094, + 0.0019932467997503104, + 0.0010546532478810037, + 0.0010074884619541411, + 0.0009096008753819464, + 0.0005690290206152983, + 0.0005636347927749544, + 0.00041585719004410887, + 1.3757525521589088e-14, + 2.013296417793525e-15, + 1.6777470148279374e-15, + 1.0066482088967625e-15, + 1.0066482088967625e-15, + 1.0066482088967625e-15, + 6.71098805931175e-16 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 90.36363636363635, + "precision": 90.53044203502918, + "recall": 99.8019801980198, + "f1": 94.92866623418777 + }, + "selection": { + "precision": 0.6751013029149603, + "recall": 1.1976047904191618, + "f1": 0.8634284869495735, + "jaccard": 0.43470118227069543 + } + } +} \ No newline at end of file diff --git a/output/regress/Prostate_Cancer/significant_genes_condition_None.json b/output/regress/Prostate_Cancer/significant_genes_condition_None.json new file mode 100644 index 0000000000000000000000000000000000000000..26962ae3261468ff29b578a98059365080780625 --- /dev/null +++ b/output/regress/Prostate_Cancer/significant_genes_condition_None.json @@ -0,0 +1,1098 @@ +{ + "significant_genes": { + "Variable": [ + "CT47A1", + "COX7A2L", + "ZNF410", + "OR1Q1", + "HYAL6P", + "AASS", + "GTPBP10", + "LNP1", + "ZNF578", + "TSPY1", + "MMP7", + "ZNF878", + "SPANXA2", + "HOXC11", + "TCERG1L", + "OOSP2", + "RPL23AP7", + "CHRNB1", + "GOLGA8DP", + "ANGPTL7", + "A4GNT", + "C10orf62", + "GABRR3", + "OR51L1", + "MAGEA12", + "H1-9P", + "WBP2NL", + "FBLN7", + "PLAGL1", + "FKSG29", + "SAFB", + "NFIB", + "TSPAN10", + "PRSS45P", + "H2AC1", + "ALX1", + "TAAR8", + "ADGRA1", + "AVP", + "KLK8", + "OR1L8", + "HCN1", + "OARD1", + "LCE1C", + "MTMR7", + "MUC7", + "TMCO2", + "HBE1", + "GRAPL", + "HSP90AB1", + "SERPINB10", + "C4orf50", + "CFHR4", + "GLT6D1", + "OPN4", + "NETO1", + "OR2T27", + "LRIT1", + "PRAMEF4", + "TRIM51", + "ALLC", + "LELP1", + "UNC119B", + "FERD3L", + "C17orf78", + "CNPY1", + "SLC35G6", + "HMGA2", + "GLIPR1L2", + "OR7D2", + "IL2", + "GLRA2", + "SLCO6A1", + "NPAP1", + "CFAP54", + "FAIM", + "CRLF2", + "RRH", + "GSTT4", + "FAM106A", + "SPAG11A", + "HTN3", + "PDYN", + "RPL10", + "POU3F2", + "OR2J2", + "CPLX4", + "IRGC", + "RPH3AL", + "SLC7A5P1", + "HSD3B1", + "SPATA8", + "NMNAT1", + "OR52K2", + "CD300LD", + "GSTM1", + "HIGD2B", + "SOHLH1", + "METTL8", + "TBC1D3P2", + "INGX", + "SLC35F3", + "DQX1", + "APEX2", + "HYKK", + "GTF2A1L", + "SYCP2", + "CTAG2", + "LIPI", + "SBDSP1", + "GTSE1-DT", + "ANKRD40CL", + "OR52A1", + "ATXN3L", + "PCDHGC5", + "SSX7", + "DEFB113", + "IFNL1", + "HTR2C", + "SAP30", + "LY6K", + "RYBP", + "SLC10A2", + "PTENP1", + "KCNQ1DN", + "SLC30A3", + "FGF7P6", + "TXNIP", + "KIR3DX1", + "NIPA2", + "HOXA3", + "FAM181A", + "KRTAP10-11", + "TTTY8", + "LOC284009", + "H4C6", + "HEMGN", + "TLX1", + "OR51F1", + "UMOD", + "ZNF90", + "TERB1", + "FOXD4L3", + "WDR64", + "TICAM2", + "CREG2", + "KRTAP7-1", + "SART3", + "REG1B", + "CYP4F11", + "GGT8P", + "WHAMM", + "CASP12", + "HK2", + "TOB1", + "ANKRD34C", + "GSTT2", + "LINC00518", + "CFAP74", + "MYO3B", + "HAO2", + "NSG2", + "RBM44", + "MIR9-1HG", + "IFNK", + "PPP1R3B", + "NEUROD2", + "IFNA4", + "SNORA79", + "KLHDC8A", + "PAGE5", + "P2RX5", + "TMEM88B", + "KIF2B", + "CEP43", + "PDHA2", + "OR2B11", + "KRT37", + "SNORA70B", + "NCOR1P1", + "PLET1", + "PPP1R2C", + "SCARNA10", + "OR7C2", + "DEFB103B", + "KRT38", + "CHKA", + "RETN", + "C1QTNF3", + "TEX13B", + "CDH6", + "BPIFC", + "SCEL", + "GLT1D1", + "PLAGL2", + "TDRD3", + "HTR5A", + "MSX2P1", + "LRP2", + "IL1RAPL1", + "TCHHL1", + "UPP2", + "OR2M4", + "FAM66C", + "DLGAP1", + "BAGE", + "TBPL1", + "GJB6", + "GPR151", + "PCDHGA3", + "SPANXB1", + "ZCRB1", + "EIF4A2", + "IL36B", + "DHH", + "CSAG1", + "RIMBP3C", + "SYNGR4", + "SPANXN2", + "OR51A4", + "CCDC70", + "PABPC1P2", + "BEND2", + "PNPLA3", + "RBMXL3", + "TDH", + "PEBP4", + "FLG2", + "KRTAP10-9", + "RIT2", + "KREMEN2", + "SNORA38B", + "KRT33A", + "PASD1", + "SLC25A23", + "CST5", + "OR13F1", + "UCP1", + "ROBO2", + "LRRC4B", + "PTPRT", + "LCE6A", + "OPALIN", + "OR51F2", + "NAP1L6P", + "CRH", + "C5AR2", + "NYAP2", + "REDIC1", + "LAIR2", + "TBC1D28", + "RPS28", + "CIAO1", + "PRSS33", + "DAD1P1", + "UCA1", + "CELA1", + "GPATCH1", + "CRBN", + "ADCYAP1", + "COPS3", + "NEUROD4", + "SPINK8", + "TRIM41", + "SSX1", + "SALL4", + "USP17L6P", + "AP3S2", + "TLCD3B", + "LIN28B", + "F8A1", + "GBE1", + "OR10T2", + "CDK11A", + "SLC39A12", + "ARL11", + "SPRR2B", + "IQCF2", + "TMPRSS11A", + "TAS2R30", + "TCEAL6", + "ZNF764", + "CPOX", + "OR2AK2", + "SPP1", + "CRYAA", + "ZSCAN31", + "PP2D1", + "SERPINB11", + "NCAN", + "CLDN6", + "PSORS1C1", + "ERC2-IT1", + "ZNF727", + "GNG3", + "RBM23", + "ADAM20", + "GOLGA8IP", + "SIX3", + "MIXL1", + "GATA1", + "H3C6", + "CNGA2", + "PLAT", + "RAX", + "POLR2J2", + "SUPT20HL1", + "CCNE1", + "OXT", + "ROS1", + "CCDC177", + "CHMP1B", + "CNGA3", + "ZIC4", + "H3C4", + "OR56A5", + "FAM181A-AS1", + "CPA4", + "PRDM14", + "SLC25A51", + "SLC5A12", + "ADCYAP1R1", + "KRTAP4-1", + "OR2AG1", + "KRTAP5-11", + "H3C8", + "TFAMP1", + "KRTAP10-10", + "SEC14L4", + "CCL15", + "SNORA68", + "F2RL3", + "TSSK2", + "IL4", + "S100A5", + "OR1L6", + "OR6N2", + "TREML5P", + "OR5B17", + "ESPNL", + "GAGE2E", + "DEFB106A", + "PRR20A", + "KRTAP19-2", + "FAM27E5", + "RBMY1B", + "CT47A10", + "KRTAP19-4", + "TTTY17A", + "PRR20B", + "KRTAP20-3", + "RBMY1F", + "CT47A11", + "CT47A2", + "KRTAP22-1", + "CT47A9", + "OR5H15", + "TTTY17B" + ], + "Coefficient": [ + -3.6017149611656154, + 2.673875696684048, + -2.159876074302882, + -2.098726978551468, + 2.0596910368974766, + -1.9757630410130473, + -1.8255805399417877, + 1.8048147740121654, + 1.788813570576771, + 1.775172346288417, + 1.7455725238013484, + -1.6617012779701343, + -1.604843640294289, + 1.6020208637716282, + 1.5855639432267716, + -1.5646202117619088, + 1.5335421175329187, + 1.5230284537558259, + 1.5220113024259836, + -1.4740200708105329, + 1.445709789639753, + -1.4294231755407447, + -1.351807043568988, + 1.3291148164168762, + 1.2568736938517275, + 1.2544608369337957, + -1.2425062078997813, + -1.230575966062161, + 1.230031075592377, + -1.2217458989769638, + 1.220626589839725, + 1.2145309434863143, + 1.2059612199008343, + -1.1991365505876677, + 1.1971108467575182, + 1.1862697432076266, + 1.1857501966450248, + -1.154374944350164, + 1.1401371512792844, + -1.135855157447565, + -1.1139316206929741, + -1.0913011136959325, + 1.0898447925645938, + 1.0803047890617772, + -1.0676076226854165, + -1.0622013072708256, + -1.0409672147479487, + 1.0329112805414724, + 1.0202767858251838, + 1.018145489632805, + -1.0135699139226169, + 1.0026319194202247, + 0.9844291408041477, + 0.9833274623391176, + 0.9820456375891922, + -0.9752476712497419, + -0.96087362184277, + -0.9522375326817137, + -0.9389927477395698, + -0.9242746217516958, + -0.922473635629464, + -0.9204946746563131, + 0.9180622955652339, + -0.9094636980182422, + 0.8989028108800816, + -0.8900476838750911, + 0.8743661534995828, + -0.8722030516139091, + 0.8560605656501356, + -0.8494168509115145, + 0.8489779269137757, + -0.8300176051725693, + -0.8275681444578911, + -0.8258478424888086, + 0.8232282310843145, + 0.7873597233664272, + 0.7856569971319233, + 0.7843683133770626, + 0.7826356969887865, + 0.7821857005901528, + 0.7817721798328999, + 0.7798207977998515, + 0.7795385138900424, + 0.7784180711660834, + -0.777290150240274, + -0.7758575587073511, + 0.7746098632893248, + -0.7730906704423125, + 0.761751603207684, + 0.7557153631566008, + -0.7471800465172646, + -0.7421323363186936, + 0.7369314753998161, + 0.7353951328646521, + -0.7262190947403684, + -0.7152831465051457, + -0.7037891107086787, + 0.7032762793054123, + -0.6994131063148845, + 0.6940203132953431, + -0.6918919198266036, + 0.687917566723799, + -0.6877861497877757, + 0.6870129823164267, + -0.6839168166063783, + 0.6819786962355456, + -0.660696167128302, + 0.6598383912408599, + -0.6577659232952083, + -0.6398066872801015, + 0.6309796662581635, + -0.6272302579833525, + 0.6193542070741275, + 0.6140868987207401, + -0.6128781658325685, + -0.6125633234632435, + 0.6065074090646457, + 0.6020253545658685, + 0.5989281996640827, + 0.5985470262056386, + 0.594381792456914, + 0.5872651205089844, + -0.5868956341531159, + -0.5842037726695388, + -0.5788334116418694, + -0.5736263148430624, + -0.5557777322273162, + 0.5507164165763161, + 0.5421351867255341, + -0.5402646041083231, + 0.52764249804318, + -0.5214098212046508, + 0.5211253360229418, + 0.5134726146247457, + -0.5108020935587279, + -0.5100375274446314, + -0.5094851138647247, + -0.4993245370633841, + 0.48916048074615465, + 0.48864704160195765, + -0.48858863914801254, + -0.48785589056836226, + -0.4806996202994329, + 0.4805714338403019, + 0.48022009150326217, + -0.4799270351063317, + -0.47818563233695655, + 0.47757759110584713, + -0.47152076859808184, + -0.46873204896231485, + 0.46829756143168366, + 0.4646502046707447, + 0.4643622841855034, + -0.45568418920185816, + 0.45312167217858623, + -0.43779640374120715, + -0.4343508236837564, + 0.42934646570301205, + 0.4229055488497989, + -0.4190704111827999, + -0.41064725461975876, + -0.4102110045074026, + 0.4060258476784232, + -0.40430450054547845, + 0.4012619193852059, + -0.3909232578774604, + -0.38035917117180157, + 0.379980318752595, + -0.37742079902384346, + -0.3737190907694637, + 0.37307809672220843, + -0.3726068811180117, + -0.37016284785555265, + 0.3674692517022563, + 0.3616605401868803, + 0.35680665171350023, + -0.352418158412414, + 0.35028821368627505, + 0.34248342714913377, + 0.34142753552924016, + -0.3412019707228705, + -0.340925702860951, + 0.34017166445387914, + -0.33359559792499094, + 0.3289829906922324, + 0.32786924276007967, + 0.31916779271494633, + -0.3157494394636496, + -0.31318153204793053, + -0.31113458336304894, + 0.3095683797442305, + 0.3091699832667613, + -0.30627077711118894, + -0.30366931302641936, + -0.30207289552768096, + -0.3004620600644207, + -0.29455862649111586, + -0.2917760338026939, + -0.2897419410157269, + -0.28803324611848824, + 0.2769107907529619, + -0.2752549291759106, + -0.2744842450058106, + -0.26879366274347366, + 0.26735309769360366, + 0.2662955345203916, + 0.26235111781250214, + -0.259322824901483, + -0.258513199994903, + -0.2575609141713491, + -0.25011990988052174, + -0.24952576534081303, + 0.24909208814324427, + 0.24557579880955435, + 0.24516796274052116, + 0.2428622014215266, + 0.23528751572830822, + 0.2344823496480963, + 0.23437020975355752, + 0.23295189928243318, + 0.23288472629769663, + 0.23265039709405344, + -0.22400717300997014, + -0.22383197924240553, + 0.22173189635922474, + -0.2176477658527897, + -0.21639536258187939, + 0.21639363163538158, + 0.21382757955429524, + 0.21338510226347737, + 0.21242647633222572, + 0.21229419318885626, + -0.21067615144706264, + -0.20896048095633807, + -0.20864447512201081, + -0.2080608799807871, + 0.2044785984274227, + 0.20172553121221384, + -0.1989417929208687, + 0.19772850042065748, + 0.19327985064194084, + 0.19302182439302135, + -0.19257095585902814, + 0.18197151312678903, + 0.17963302847537999, + 0.1789189142868218, + -0.177260712565399, + -0.17716336362598475, + 0.17424842201541282, + -0.17376469272714343, + 0.1676342280172284, + 0.1675208180874667, + -0.16229955380005462, + -0.15331380528979713, + -0.15123033569567168, + 0.15121151004604985, + -0.14608676076515856, + -0.14485667973757804, + -0.14433860519125552, + 0.14407349416174606, + -0.14213640061376576, + -0.14209675554357193, + -0.13637303845742343, + 0.1362557607160601, + 0.13475850091592495, + -0.13425086049936258, + 0.1335818664375586, + -0.13099507276128922, + -0.1277789512860255, + -0.12717053607952064, + 0.12670451953262496, + 0.12604030270230301, + -0.12543599447728382, + 0.1227232157879121, + 0.1225840892709717, + 0.12194140178651325, + -0.12097117509295727, + -0.11782656022868507, + 0.11560921487260888, + -0.11514060304560675, + 0.1150767924085059, + 0.11372073963719032, + 0.11273161805562716, + -0.10973506832443455, + -0.10831229047453458, + 0.10818719531061749, + -0.10631562085709206, + 0.10384790888125209, + -0.09761748075152236, + -0.09758405437930943, + -0.09651478343626693, + -0.09613052734135148, + -0.09555037820875383, + -0.09350101469179038, + -0.09212067249310271, + 0.08891183854170065, + 0.08795048755992736, + 0.08461350668043184, + 0.08401657130677131, + 0.0838907830301196, + 0.08267278499403637, + 0.077095846208254, + 0.07679897571151822, + -0.07435444494528497, + -0.07403542108833074, + -0.06860352352350402, + -0.06845818281666341, + -0.06748370834278525, + -0.06721686599633481, + 0.06678895428430787, + -0.06040937956924011, + 0.06007917754089023, + -0.05438157454791656, + -0.05223421535557741, + 0.05213472049412928, + -0.05158697381845474, + -0.05101434855348978, + -0.043556797327254385, + -0.04288460780526316, + 0.042610034581810514, + -0.04133266143270352, + -0.039157592561931874, + -0.036992027384254195, + 0.03632737565517828, + 0.03587623550599149, + -0.03415484135109396, + -0.03217952218637263, + -0.031358430679988676, + 0.019783133437630433, + 0.014900469712724598, + 0.014088036117965, + -0.011550193049100798, + 0.010452614419276479, + 0.009591141540141635, + -0.008850808357412964, + -0.00845562911287311, + -0.007015430469340484, + -0.005477815347790064, + -0.0046942442872235516, + -0.004125471561065377, + -0.0020208115959802985, + 0.0009700016756121207, + 0.0007832690617085335, + -0.0007787815603689114, + 0.0002739694579216488, + 0.00014393488486136503, + 1.1044598536510673e-13, + -6.339799764160205e-15, + 5.672452420564394e-15, + -2.6693893743832444e-15, + -1.3346946871916222e-15, + 1.3346946871916222e-15, + -1.3346946871916222e-15, + -1.3346946871916222e-15, + 1.0010210153937166e-15, + 3.3367367179790555e-16, + -3.3367367179790555e-16, + 3.3367367179790555e-16 + ], + "Absolute Coefficient": [ + 3.6017149611656154, + 2.673875696684048, + 2.159876074302882, + 2.098726978551468, + 2.0596910368974766, + 1.9757630410130473, + 1.8255805399417877, + 1.8048147740121654, + 1.788813570576771, + 1.775172346288417, + 1.7455725238013484, + 1.6617012779701343, + 1.604843640294289, + 1.6020208637716282, + 1.5855639432267716, + 1.5646202117619088, + 1.5335421175329187, + 1.5230284537558259, + 1.5220113024259836, + 1.4740200708105329, + 1.445709789639753, + 1.4294231755407447, + 1.351807043568988, + 1.3291148164168762, + 1.2568736938517275, + 1.2544608369337957, + 1.2425062078997813, + 1.230575966062161, + 1.230031075592377, + 1.2217458989769638, + 1.220626589839725, + 1.2145309434863143, + 1.2059612199008343, + 1.1991365505876677, + 1.1971108467575182, + 1.1862697432076266, + 1.1857501966450248, + 1.154374944350164, + 1.1401371512792844, + 1.135855157447565, + 1.1139316206929741, + 1.0913011136959325, + 1.0898447925645938, + 1.0803047890617772, + 1.0676076226854165, + 1.0622013072708256, + 1.0409672147479487, + 1.0329112805414724, + 1.0202767858251838, + 1.018145489632805, + 1.0135699139226169, + 1.0026319194202247, + 0.9844291408041477, + 0.9833274623391176, + 0.9820456375891922, + 0.9752476712497419, + 0.96087362184277, + 0.9522375326817137, + 0.9389927477395698, + 0.9242746217516958, + 0.922473635629464, + 0.9204946746563131, + 0.9180622955652339, + 0.9094636980182422, + 0.8989028108800816, + 0.8900476838750911, + 0.8743661534995828, + 0.8722030516139091, + 0.8560605656501356, + 0.8494168509115145, + 0.8489779269137757, + 0.8300176051725693, + 0.8275681444578911, + 0.8258478424888086, + 0.8232282310843145, + 0.7873597233664272, + 0.7856569971319233, + 0.7843683133770626, + 0.7826356969887865, + 0.7821857005901528, + 0.7817721798328999, + 0.7798207977998515, + 0.7795385138900424, + 0.7784180711660834, + 0.777290150240274, + 0.7758575587073511, + 0.7746098632893248, + 0.7730906704423125, + 0.761751603207684, + 0.7557153631566008, + 0.7471800465172646, + 0.7421323363186936, + 0.7369314753998161, + 0.7353951328646521, + 0.7262190947403684, + 0.7152831465051457, + 0.7037891107086787, + 0.7032762793054123, + 0.6994131063148845, + 0.6940203132953431, + 0.6918919198266036, + 0.687917566723799, + 0.6877861497877757, + 0.6870129823164267, + 0.6839168166063783, + 0.6819786962355456, + 0.660696167128302, + 0.6598383912408599, + 0.6577659232952083, + 0.6398066872801015, + 0.6309796662581635, + 0.6272302579833525, + 0.6193542070741275, + 0.6140868987207401, + 0.6128781658325685, + 0.6125633234632435, + 0.6065074090646457, + 0.6020253545658685, + 0.5989281996640827, + 0.5985470262056386, + 0.594381792456914, + 0.5872651205089844, + 0.5868956341531159, + 0.5842037726695388, + 0.5788334116418694, + 0.5736263148430624, + 0.5557777322273162, + 0.5507164165763161, + 0.5421351867255341, + 0.5402646041083231, + 0.52764249804318, + 0.5214098212046508, + 0.5211253360229418, + 0.5134726146247457, + 0.5108020935587279, + 0.5100375274446314, + 0.5094851138647247, + 0.4993245370633841, + 0.48916048074615465, + 0.48864704160195765, + 0.48858863914801254, + 0.48785589056836226, + 0.4806996202994329, + 0.4805714338403019, + 0.48022009150326217, + 0.4799270351063317, + 0.47818563233695655, + 0.47757759110584713, + 0.47152076859808184, + 0.46873204896231485, + 0.46829756143168366, + 0.4646502046707447, + 0.4643622841855034, + 0.45568418920185816, + 0.45312167217858623, + 0.43779640374120715, + 0.4343508236837564, + 0.42934646570301205, + 0.4229055488497989, + 0.4190704111827999, + 0.41064725461975876, + 0.4102110045074026, + 0.4060258476784232, + 0.40430450054547845, + 0.4012619193852059, + 0.3909232578774604, + 0.38035917117180157, + 0.379980318752595, + 0.37742079902384346, + 0.3737190907694637, + 0.37307809672220843, + 0.3726068811180117, + 0.37016284785555265, + 0.3674692517022563, + 0.3616605401868803, + 0.35680665171350023, + 0.352418158412414, + 0.35028821368627505, + 0.34248342714913377, + 0.34142753552924016, + 0.3412019707228705, + 0.340925702860951, + 0.34017166445387914, + 0.33359559792499094, + 0.3289829906922324, + 0.32786924276007967, + 0.31916779271494633, + 0.3157494394636496, + 0.31318153204793053, + 0.31113458336304894, + 0.3095683797442305, + 0.3091699832667613, + 0.30627077711118894, + 0.30366931302641936, + 0.30207289552768096, + 0.3004620600644207, + 0.29455862649111586, + 0.2917760338026939, + 0.2897419410157269, + 0.28803324611848824, + 0.2769107907529619, + 0.2752549291759106, + 0.2744842450058106, + 0.26879366274347366, + 0.26735309769360366, + 0.2662955345203916, + 0.26235111781250214, + 0.259322824901483, + 0.258513199994903, + 0.2575609141713491, + 0.25011990988052174, + 0.24952576534081303, + 0.24909208814324427, + 0.24557579880955435, + 0.24516796274052116, + 0.2428622014215266, + 0.23528751572830822, + 0.2344823496480963, + 0.23437020975355752, + 0.23295189928243318, + 0.23288472629769663, + 0.23265039709405344, + 0.22400717300997014, + 0.22383197924240553, + 0.22173189635922474, + 0.2176477658527897, + 0.21639536258187939, + 0.21639363163538158, + 0.21382757955429524, + 0.21338510226347737, + 0.21242647633222572, + 0.21229419318885626, + 0.21067615144706264, + 0.20896048095633807, + 0.20864447512201081, + 0.2080608799807871, + 0.2044785984274227, + 0.20172553121221384, + 0.1989417929208687, + 0.19772850042065748, + 0.19327985064194084, + 0.19302182439302135, + 0.19257095585902814, + 0.18197151312678903, + 0.17963302847537999, + 0.1789189142868218, + 0.177260712565399, + 0.17716336362598475, + 0.17424842201541282, + 0.17376469272714343, + 0.1676342280172284, + 0.1675208180874667, + 0.16229955380005462, + 0.15331380528979713, + 0.15123033569567168, + 0.15121151004604985, + 0.14608676076515856, + 0.14485667973757804, + 0.14433860519125552, + 0.14407349416174606, + 0.14213640061376576, + 0.14209675554357193, + 0.13637303845742343, + 0.1362557607160601, + 0.13475850091592495, + 0.13425086049936258, + 0.1335818664375586, + 0.13099507276128922, + 0.1277789512860255, + 0.12717053607952064, + 0.12670451953262496, + 0.12604030270230301, + 0.12543599447728382, + 0.1227232157879121, + 0.1225840892709717, + 0.12194140178651325, + 0.12097117509295727, + 0.11782656022868507, + 0.11560921487260888, + 0.11514060304560675, + 0.1150767924085059, + 0.11372073963719032, + 0.11273161805562716, + 0.10973506832443455, + 0.10831229047453458, + 0.10818719531061749, + 0.10631562085709206, + 0.10384790888125209, + 0.09761748075152236, + 0.09758405437930943, + 0.09651478343626693, + 0.09613052734135148, + 0.09555037820875383, + 0.09350101469179038, + 0.09212067249310271, + 0.08891183854170065, + 0.08795048755992736, + 0.08461350668043184, + 0.08401657130677131, + 0.0838907830301196, + 0.08267278499403637, + 0.077095846208254, + 0.07679897571151822, + 0.07435444494528497, + 0.07403542108833074, + 0.06860352352350402, + 0.06845818281666341, + 0.06748370834278525, + 0.06721686599633481, + 0.06678895428430787, + 0.06040937956924011, + 0.06007917754089023, + 0.05438157454791656, + 0.05223421535557741, + 0.05213472049412928, + 0.05158697381845474, + 0.05101434855348978, + 0.043556797327254385, + 0.04288460780526316, + 0.042610034581810514, + 0.04133266143270352, + 0.039157592561931874, + 0.036992027384254195, + 0.03632737565517828, + 0.03587623550599149, + 0.03415484135109396, + 0.03217952218637263, + 0.031358430679988676, + 0.019783133437630433, + 0.014900469712724598, + 0.014088036117965, + 0.011550193049100798, + 0.010452614419276479, + 0.009591141540141635, + 0.008850808357412964, + 0.00845562911287311, + 0.007015430469340484, + 0.005477815347790064, + 0.0046942442872235516, + 0.004125471561065377, + 0.0020208115959802985, + 0.0009700016756121207, + 0.0007832690617085335, + 0.0007787815603689114, + 0.0002739694579216488, + 0.00014393488486136503, + 1.1044598536510673e-13, + 6.339799764160205e-15, + 5.672452420564394e-15, + 2.6693893743832444e-15, + 1.3346946871916222e-15, + 1.3346946871916222e-15, + 1.3346946871916222e-15, + 1.3346946871916222e-15, + 1.0010210153937166e-15, + 3.3367367179790555e-16, + 3.3367367179790555e-16, + 3.3367367179790555e-16 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 90.54545454545453, + "precision": 90.54545454545453, + "recall": 100.0, + "f1": 95.02796661784835 + }, + "selection": { + "precision": 0.6720399725834286, + "recall": 1.1976047904191618, + "f1": 0.8608223202552407, + "jaccard": 0.4328564058980847 + } + } +} \ No newline at end of file diff --git a/output/regress/Prostate_Cancer/significant_genes_condition_Obesity.json b/output/regress/Prostate_Cancer/significant_genes_condition_Obesity.json new file mode 100644 index 0000000000000000000000000000000000000000..140a70f3d864388653cd446fafa721bb419a8526 --- /dev/null +++ b/output/regress/Prostate_Cancer/significant_genes_condition_Obesity.json @@ -0,0 +1,1026 @@ +{ + "significant_genes": { + "Variable": [ + "CT47A1", + "HYAL6P", + "ZNF878", + "COX7A2L", + "RPH3AL", + "CHRNB1", + "ZNF578", + "SAFB", + "SPANXA2", + "C10orf62", + "FBLN7", + "ZNF410", + "AASS", + "IRGC", + "PRSS45P", + "OR51L1", + "TCERG1L", + "GLRA2", + "TBPL1", + "A4GNT", + "LELP1", + "GLT6D1", + "GABRR3", + "RPL23AP7", + "MMP7", + "NFIB", + "GRAPL", + "H2AC1", + "DEFB113", + "LNP1", + "OOSP2", + "OARD1", + "H1-9P", + "OR1Q1", + "GTPBP10", + "OR1L8", + "SLC7A5P1", + "MTMR7", + "NETO1", + "TSPAN10", + "HOXC11", + "FKSG29", + "CFHR4", + "PLAGL1", + "C1QTNF3", + "HCN1", + "ANGPTL7", + "KLK8", + "CIAO1", + "OR2J2", + "HTN3", + "LY6K", + "FOXD4L3", + "OR7D2", + "RYBP", + "TSPY1", + "OR52K2", + "SPATA8", + "ZFAND2A", + "FAM66C", + "ALX1", + "SSX7", + "FAIM", + "MAGEA12", + "TRIM51", + "CTAG2", + "PLAGL2", + "FAM181A", + "SERPINB10", + "FGF7P6", + "GOLGA8DP", + "SLC35F3", + "TAAR8", + "LRIT1", + "ATXN3L", + "TXNIP", + "LINC00518", + "ZIC4", + "IFNL1", + "TICAM2", + "GSTT4", + "ANKRD34C", + "NMNAT1", + "CEP43", + "OR2T27", + "C4orf50", + "GSTM1", + "HBE1", + "P2RX5", + "F8A1", + "CYP4F11", + "NPAP1", + "IL2", + "SCEL", + "DQX1", + "NCAN", + "TLCD3B", + "TOB1", + "SLC5A12", + "CRLF2", + "CST5", + "HOXA3", + "RRH", + "KCNQ1DN", + "POU3F2", + "CNPY1", + "FERD3L", + "OR5K2", + "GTF2A1L", + "CPLX4", + "SLC35G6", + "CFAP54", + "PTPRT", + "ADGRA1", + "PRAMEF4", + "CSAG1", + "KIR3DX1", + "C17orf78", + "CRBN", + "GPR78", + "GBE1", + "LIPI", + "OR51B5", + "TTLL13", + "GLIPR1L2", + "HIGD2B", + "TMCO2", + "PLET1", + "PRSS33", + "LCE1C", + "IL36B", + "CASP12", + "METTL8", + "WDR64", + "OR7C2", + "GGT8P", + "TDRD3", + "VN1R4", + "SPAG11A", + "MUC7", + "RBM44", + "OR2M3", + "SBDSP1", + "SLC30A3", + "AVP", + "SCML2", + "RETN", + "SPANXN2", + "SLCO6A1", + "NYAP2", + "CDH6", + "PPP1R3B", + "UPP2", + "CCDC42", + "H3C6", + "OR2B11", + "PABPC1P2", + "WHAMM", + "CCNE1", + "SALL4", + "OR52A1", + "IRX3", + "ANKRD40CL", + "SPANXB1", + "ABCC13", + "EIF4A2", + "LRRC4B", + "CRYAA", + "UCP1", + "IFNK", + "KLC4", + "KRTAP10-11", + "PDCL2", + "LOC284009", + "PDYN", + "KIF2B", + "WBP2NL", + "MSX2P1", + "ALLC", + "OR5J2", + "CACNG3", + "OR2M4", + "CPOX", + "RIMBP3C", + "MAGEB1", + "MCM3", + "CHMP1B", + "GJB6", + "MIXL1", + "IFNA4", + "SNAR-D", + "OPN4", + "IL36RN", + "RBPJL", + "UGT1A5", + "ADAM20", + "SNORA38B", + "ALPG", + "INTS4P1", + "SLC25A23", + "CD1B", + "C1orf141", + "SYNGR4", + "PAGE5", + "HMGA2", + "KRT33A", + "NIPA2", + "NXPH2", + "GPR151", + "H2BW1", + "STBD1", + "LTC4S", + "CFAP74", + "SNORA29", + "SOHLH1", + "GLT1D1", + "SPP1", + "MOG", + "OR10G4", + "HPCAL4", + "DSPP", + "DEFB103B", + "KRT37", + "HK2", + "OR51F1", + "FLG2", + "OR10P1", + "NEUROD2", + "REG1B", + "CAGE1", + "TFAMP1", + "SEBOX", + "TCHHL1", + "H4C6", + "GSTT2", + "SPMIP2", + "ZKSCAN8P1", + "RFPL4A", + "KRTAP7-1", + "SSB", + "OTOP2", + "LRP2", + "H3C8", + "SPRR2G", + "KIR2DL3", + "S100A5", + "SLC25A51", + "ESPNL", + "SNX1", + "MIR9-1HG", + "TAF15", + "TEX13B", + "TAFA3", + "CLDN6", + "CCDC70", + "CD300LD", + "IL4", + "CD109", + "TYRO3", + "IFNA8", + "KRTAP10-9", + "PTENP1", + "TERB1", + "TTTY12", + "PPP1R2C", + "KLHDC8A", + "BEND2", + "GSG1", + "GTF2IP1", + "HTR2C", + "SPRR2B", + "METTL5", + "RPH3A", + "PRAMEF12", + "LINC00575", + "CALHM1", + "ERP44", + "TTTY8", + "SIX3", + "H4C3", + "TAS2R30", + "NKX2-6", + "PPAN-P2RY11", + "PP2D1", + "TUB", + "C22orf42", + "SNORD8", + "HSD3B1", + "MYLIP", + "OR6T1", + "KREMEN2", + "GLRX2", + "HSF5", + "SLC2A7", + "OXT", + "TEX12", + "EQTN", + "COLEC11", + "HTR5A", + "VRTN", + "ECHDC1", + "H2BC10", + "TCTN2", + "OR4F4", + "RPS28", + "SERPINB11", + "NUTM2A", + "SPO11", + "GOLGA8IP", + "OPALIN", + "LINC00471", + "MERTK", + "PPP1R2P1", + "TBC1D29P", + "H1-6", + "OR11H1", + "CELSR3", + "RLN3", + "CNGA2", + "OR5B17", + "DEFB106A", + "KRTAP19-2", + "SIRPD", + "SAP30", + "GAGE2E", + "DEFB121", + "LCE2D", + "EXOC1", + "DEFB122", + "KRTAP19-4", + "KRTAP20-3", + "KRTAP22-1", + "OR5H15", + "CT47A10" + ], + "Coefficient": [ + -3.4359348729821146, + 2.483348726583383, + -2.4027976796060377, + 2.166061246270679, + 2.021225092599733, + 1.8627331242179093, + 1.8011132270372936, + 1.7985366970649546, + -1.7786070847504767, + -1.711818006053197, + -1.641008567902762, + -1.5531524282725402, + -1.5497543422781888, + -1.5210721620564325, + -1.472595640015305, + 1.4701928296344426, + 1.455500131002605, + -1.4433169362351426, + 1.4257595548908593, + 1.4205150764659105, + -1.401808750229138, + 1.4006429138095895, + -1.3997549815133468, + 1.3597500054946603, + 1.3320073194888804, + 1.324452712417368, + 1.2554844840605857, + 1.2419509127065533, + 1.2328225215132493, + 1.2310898807397581, + -1.228717844458508, + 1.2019752546714286, + 1.1790634935592652, + -1.166406064238853, + -1.1582092532353292, + -1.1228233467871875, + 1.1217693193914136, + -1.0853921712681607, + -1.0801397485944955, + 1.0408794119207678, + 1.0294730071437581, + -1.0292848223652769, + 1.0274882637633183, + 1.0233642236488976, + -1.0188008290277182, + -1.0177413384795282, + -0.9956993993933524, + -0.9953687222203546, + -0.9813387912697805, + -0.9796357391848196, + 0.9743288044017894, + 0.9663093449149179, + -0.96503511372065, + -0.9590751641299687, + 0.9573839651812914, + 0.9499428487122522, + 0.9388278399803243, + -0.9377897622718099, + -0.9132707659088607, + -0.8871091134268668, + 0.8796916564954945, + -0.867892720358967, + 0.8638255604816995, + 0.8590219724374147, + -0.847467515246484, + 0.830604315878655, + -0.816041842897498, + -0.8154265139825996, + -0.8093210021734726, + -0.8070825734728976, + 0.8017169541247713, + 0.7931965513754953, + 0.7886561593726824, + -0.7797048234752195, + 0.7697424109364447, + 0.7621312487720651, + 0.7603115111711305, + -0.7488562867941236, + 0.722329253769162, + 0.706843728791126, + 0.7027236095009466, + -0.700620714344537, + 0.6986923773785524, + 0.6974511359445842, + -0.6962785464195208, + 0.6935624640795867, + -0.6840571210793632, + 0.6828244819963085, + -0.6767428653377652, + 0.6761197627548651, + -0.67406882374955, + -0.663007552002838, + 0.6594514984506301, + -0.6582315924024968, + -0.6505843139550254, + -0.6488941571274967, + -0.6488653177178004, + 0.6488620662874479, + -0.6467461441066664, + 0.6393010793315833, + -0.6377328711759302, + 0.6265421793509338, + 0.6227835852103222, + -0.6191797455508216, + -0.6178498408388982, + -0.617324289741159, + -0.6163590804248281, + 0.6142369611616472, + 0.6034796761451404, + 0.5983894449395744, + 0.5945012883296977, + 0.5907669392746335, + 0.5887817422703215, + -0.5874020225641765, + -0.5779644899925461, + 0.5753861360493439, + 0.5679014169924201, + 0.5619366044019967, + -0.5576040059181647, + -0.5507508924126502, + 0.540353258638636, + -0.5391016679064758, + 0.5371266583378942, + -0.5359304898303828, + 0.5328898336316643, + -0.529696195099052, + -0.5251284391374649, + -0.5242783921133888, + -0.5198330154484625, + 0.5197982981307784, + 0.517606614483651, + 0.5069131078027516, + -0.5065867697297531, + 0.5059034435682219, + -0.4860944580359212, + 0.4837478314368945, + -0.4793555261376644, + 0.47732676952568853, + 0.47550293531571125, + -0.4726197045064651, + 0.4689731852888934, + 0.4682684721328786, + -0.4641896235415557, + -0.4602657839230497, + 0.45944551178820053, + 0.45874446277726216, + -0.45568926013783884, + 0.45456943141031364, + -0.45185282309565, + -0.4502523610791647, + 0.44486269719015825, + -0.4419914895690086, + -0.4409456325120201, + -0.4398488319813482, + 0.43670732405676327, + -0.43531340689442377, + 0.43240580166158366, + 0.4293163442715853, + -0.42004270283199824, + -0.4187630260519705, + 0.4168087702455007, + 0.4129413331335229, + -0.41079689320844504, + -0.4074279722926904, + -0.40641732961878335, + 0.40443407559158917, + 0.40240285238742207, + 0.39916857386592336, + 0.3980406984062487, + 0.3950212627448282, + 0.3903255429923308, + 0.38452296128358565, + 0.38349284018324314, + -0.3733285943305574, + 0.3695807139302324, + 0.3556961539193116, + -0.353848902454604, + -0.3478183379372389, + -0.34682892577150765, + 0.34100438378738746, + -0.34079537408134597, + -0.33795331420675384, + 0.33377498095860353, + 0.3309815011736339, + 0.33032602672280376, + 0.3222089859507783, + 0.3192081507949395, + -0.3098413016858269, + 0.30903662708090296, + 0.30706533092228344, + 0.3029452992366699, + 0.2987803536374274, + -0.29853867949427837, + 0.2978207720540862, + -0.2900036856236557, + 0.28978219388359083, + 0.2880547642159982, + -0.2877608293517467, + -0.28573689724640705, + -0.28563082489269204, + -0.2823395170318902, + 0.27812937403168225, + 0.27743267302138697, + 0.2758729759513386, + -0.27364319081138433, + -0.27215509177450725, + -0.2713933741951184, + 0.2677122767911992, + -0.2638745829749537, + -0.26323210675033354, + -0.2618917514615821, + 0.2616536093409671, + 0.2598878757684666, + 0.2563462896627929, + 0.25214499445623517, + -0.24991682831631779, + -0.24859348231379222, + -0.2484104567015052, + -0.24839989459592024, + -0.24727397607463475, + -0.24441984541410225, + 0.2328803170223594, + 0.2287403929754203, + -0.22692500093655907, + 0.21783588866264544, + 0.2124109508605601, + -0.21109041887303223, + -0.20848298278050714, + -0.2059667900431593, + -0.2057922874434382, + -0.2048354982733165, + -0.20359721001741332, + 0.2022571484529754, + -0.1991098825342787, + -0.19833424434692473, + -0.19610901310619547, + 0.19003535571408725, + -0.18431817255543426, + -0.18088225056687773, + -0.17880106916854674, + 0.17366012987851598, + -0.17318842871821127, + -0.1722315316327986, + -0.17000738177108987, + -0.16914047715290356, + -0.1681550991021667, + 0.15959786200150144, + -0.1592938458270328, + 0.15217850610848088, + -0.1506172301170079, + 0.14848881100010647, + -0.14743374852440555, + 0.14258912618669556, + -0.13795828720689632, + 0.13693212357626372, + -0.1369067650597988, + 0.13620075637476892, + 0.1339302058043298, + -0.13283396377234125, + -0.132797699499649, + 0.13011371578805828, + -0.12906455405061956, + -0.12328245802429033, + -0.12192467721000319, + -0.12150138469753165, + -0.11860759406744974, + -0.11812143898064453, + -0.11456613353628527, + -0.11445539105061142, + 0.11422500675984608, + -0.11370549930708043, + -0.11097661109352562, + -0.10870505697004891, + 0.10574337654425196, + 0.10524493469892306, + -0.1040618152157886, + 0.10133833699973195, + 0.10086497695598255, + 0.10065891916798936, + 0.09998900484899144, + -0.0908437222220105, + -0.08937147286858421, + -0.07374028906034716, + 0.07289061829418783, + -0.07181408753592966, + -0.06888972024021457, + 0.06776611375267952, + -0.06773068325125187, + 0.06735929099734336, + 0.06650192526203164, + 0.0635355948009172, + 0.059487259307502795, + 0.05742676825477207, + -0.05580534801391224, + -0.0543077434744929, + -0.05410170197020514, + 0.05398196484319785, + -0.05367780553363284, + -0.05183344123560714, + 0.046756222853965544, + 0.04627945461924368, + 0.044946261482575335, + 0.04425089567077248, + -0.04178387891677834, + 0.037874481272231246, + -0.03555665499879143, + -0.030276575559555624, + -0.029903678181196006, + 0.02784689922981399, + -0.0271619218236197, + -0.02480284524123688, + 0.02394176568393198, + -0.02187257141649174, + 0.020616031278581297, + 0.015903030828654345, + 0.012996391189045072, + -0.012896063913181032, + 0.004811601060649547, + 0.004626094452916176, + -0.0040568307856630745, + 0.0034736553529373317, + -0.002122284696251974, + -0.0016211137374247673, + 0.0011427292497746433, + -0.0007969533148810254, + -0.0005055523347843724, + -0.00010544189182805273, + 6.114585393301556e-05, + -7.382086865242925e-15, + -4.362142238552637e-15, + -1.34219761186235e-15, + 1.0066482088967625e-15, + -1.0066482088967625e-15, + 6.71098805931175e-16 + ], + "Absolute Coefficient": [ + 3.4359348729821146, + 2.483348726583383, + 2.4027976796060377, + 2.166061246270679, + 2.021225092599733, + 1.8627331242179093, + 1.8011132270372936, + 1.7985366970649546, + 1.7786070847504767, + 1.711818006053197, + 1.641008567902762, + 1.5531524282725402, + 1.5497543422781888, + 1.5210721620564325, + 1.472595640015305, + 1.4701928296344426, + 1.455500131002605, + 1.4433169362351426, + 1.4257595548908593, + 1.4205150764659105, + 1.401808750229138, + 1.4006429138095895, + 1.3997549815133468, + 1.3597500054946603, + 1.3320073194888804, + 1.324452712417368, + 1.2554844840605857, + 1.2419509127065533, + 1.2328225215132493, + 1.2310898807397581, + 1.228717844458508, + 1.2019752546714286, + 1.1790634935592652, + 1.166406064238853, + 1.1582092532353292, + 1.1228233467871875, + 1.1217693193914136, + 1.0853921712681607, + 1.0801397485944955, + 1.0408794119207678, + 1.0294730071437581, + 1.0292848223652769, + 1.0274882637633183, + 1.0233642236488976, + 1.0188008290277182, + 1.0177413384795282, + 0.9956993993933524, + 0.9953687222203546, + 0.9813387912697805, + 0.9796357391848196, + 0.9743288044017894, + 0.9663093449149179, + 0.96503511372065, + 0.9590751641299687, + 0.9573839651812914, + 0.9499428487122522, + 0.9388278399803243, + 0.9377897622718099, + 0.9132707659088607, + 0.8871091134268668, + 0.8796916564954945, + 0.867892720358967, + 0.8638255604816995, + 0.8590219724374147, + 0.847467515246484, + 0.830604315878655, + 0.816041842897498, + 0.8154265139825996, + 0.8093210021734726, + 0.8070825734728976, + 0.8017169541247713, + 0.7931965513754953, + 0.7886561593726824, + 0.7797048234752195, + 0.7697424109364447, + 0.7621312487720651, + 0.7603115111711305, + 0.7488562867941236, + 0.722329253769162, + 0.706843728791126, + 0.7027236095009466, + 0.700620714344537, + 0.6986923773785524, + 0.6974511359445842, + 0.6962785464195208, + 0.6935624640795867, + 0.6840571210793632, + 0.6828244819963085, + 0.6767428653377652, + 0.6761197627548651, + 0.67406882374955, + 0.663007552002838, + 0.6594514984506301, + 0.6582315924024968, + 0.6505843139550254, + 0.6488941571274967, + 0.6488653177178004, + 0.6488620662874479, + 0.6467461441066664, + 0.6393010793315833, + 0.6377328711759302, + 0.6265421793509338, + 0.6227835852103222, + 0.6191797455508216, + 0.6178498408388982, + 0.617324289741159, + 0.6163590804248281, + 0.6142369611616472, + 0.6034796761451404, + 0.5983894449395744, + 0.5945012883296977, + 0.5907669392746335, + 0.5887817422703215, + 0.5874020225641765, + 0.5779644899925461, + 0.5753861360493439, + 0.5679014169924201, + 0.5619366044019967, + 0.5576040059181647, + 0.5507508924126502, + 0.540353258638636, + 0.5391016679064758, + 0.5371266583378942, + 0.5359304898303828, + 0.5328898336316643, + 0.529696195099052, + 0.5251284391374649, + 0.5242783921133888, + 0.5198330154484625, + 0.5197982981307784, + 0.517606614483651, + 0.5069131078027516, + 0.5065867697297531, + 0.5059034435682219, + 0.4860944580359212, + 0.4837478314368945, + 0.4793555261376644, + 0.47732676952568853, + 0.47550293531571125, + 0.4726197045064651, + 0.4689731852888934, + 0.4682684721328786, + 0.4641896235415557, + 0.4602657839230497, + 0.45944551178820053, + 0.45874446277726216, + 0.45568926013783884, + 0.45456943141031364, + 0.45185282309565, + 0.4502523610791647, + 0.44486269719015825, + 0.4419914895690086, + 0.4409456325120201, + 0.4398488319813482, + 0.43670732405676327, + 0.43531340689442377, + 0.43240580166158366, + 0.4293163442715853, + 0.42004270283199824, + 0.4187630260519705, + 0.4168087702455007, + 0.4129413331335229, + 0.41079689320844504, + 0.4074279722926904, + 0.40641732961878335, + 0.40443407559158917, + 0.40240285238742207, + 0.39916857386592336, + 0.3980406984062487, + 0.3950212627448282, + 0.3903255429923308, + 0.38452296128358565, + 0.38349284018324314, + 0.3733285943305574, + 0.3695807139302324, + 0.3556961539193116, + 0.353848902454604, + 0.3478183379372389, + 0.34682892577150765, + 0.34100438378738746, + 0.34079537408134597, + 0.33795331420675384, + 0.33377498095860353, + 0.3309815011736339, + 0.33032602672280376, + 0.3222089859507783, + 0.3192081507949395, + 0.3098413016858269, + 0.30903662708090296, + 0.30706533092228344, + 0.3029452992366699, + 0.2987803536374274, + 0.29853867949427837, + 0.2978207720540862, + 0.2900036856236557, + 0.28978219388359083, + 0.2880547642159982, + 0.2877608293517467, + 0.28573689724640705, + 0.28563082489269204, + 0.2823395170318902, + 0.27812937403168225, + 0.27743267302138697, + 0.2758729759513386, + 0.27364319081138433, + 0.27215509177450725, + 0.2713933741951184, + 0.2677122767911992, + 0.2638745829749537, + 0.26323210675033354, + 0.2618917514615821, + 0.2616536093409671, + 0.2598878757684666, + 0.2563462896627929, + 0.25214499445623517, + 0.24991682831631779, + 0.24859348231379222, + 0.2484104567015052, + 0.24839989459592024, + 0.24727397607463475, + 0.24441984541410225, + 0.2328803170223594, + 0.2287403929754203, + 0.22692500093655907, + 0.21783588866264544, + 0.2124109508605601, + 0.21109041887303223, + 0.20848298278050714, + 0.2059667900431593, + 0.2057922874434382, + 0.2048354982733165, + 0.20359721001741332, + 0.2022571484529754, + 0.1991098825342787, + 0.19833424434692473, + 0.19610901310619547, + 0.19003535571408725, + 0.18431817255543426, + 0.18088225056687773, + 0.17880106916854674, + 0.17366012987851598, + 0.17318842871821127, + 0.1722315316327986, + 0.17000738177108987, + 0.16914047715290356, + 0.1681550991021667, + 0.15959786200150144, + 0.1592938458270328, + 0.15217850610848088, + 0.1506172301170079, + 0.14848881100010647, + 0.14743374852440555, + 0.14258912618669556, + 0.13795828720689632, + 0.13693212357626372, + 0.1369067650597988, + 0.13620075637476892, + 0.1339302058043298, + 0.13283396377234125, + 0.132797699499649, + 0.13011371578805828, + 0.12906455405061956, + 0.12328245802429033, + 0.12192467721000319, + 0.12150138469753165, + 0.11860759406744974, + 0.11812143898064453, + 0.11456613353628527, + 0.11445539105061142, + 0.11422500675984608, + 0.11370549930708043, + 0.11097661109352562, + 0.10870505697004891, + 0.10574337654425196, + 0.10524493469892306, + 0.1040618152157886, + 0.10133833699973195, + 0.10086497695598255, + 0.10065891916798936, + 0.09998900484899144, + 0.0908437222220105, + 0.08937147286858421, + 0.07374028906034716, + 0.07289061829418783, + 0.07181408753592966, + 0.06888972024021457, + 0.06776611375267952, + 0.06773068325125187, + 0.06735929099734336, + 0.06650192526203164, + 0.0635355948009172, + 0.059487259307502795, + 0.05742676825477207, + 0.05580534801391224, + 0.0543077434744929, + 0.05410170197020514, + 0.05398196484319785, + 0.05367780553363284, + 0.05183344123560714, + 0.046756222853965544, + 0.04627945461924368, + 0.044946261482575335, + 0.04425089567077248, + 0.04178387891677834, + 0.037874481272231246, + 0.03555665499879143, + 0.030276575559555624, + 0.029903678181196006, + 0.02784689922981399, + 0.0271619218236197, + 0.02480284524123688, + 0.02394176568393198, + 0.02187257141649174, + 0.020616031278581297, + 0.015903030828654345, + 0.012996391189045072, + 0.012896063913181032, + 0.004811601060649547, + 0.004626094452916176, + 0.0040568307856630745, + 0.0034736553529373317, + 0.002122284696251974, + 0.0016211137374247673, + 0.0011427292497746433, + 0.0007969533148810254, + 0.0005055523347843724, + 0.00010544189182805273, + 6.114585393301556e-05, + 7.382086865242925e-15, + 4.362142238552637e-15, + 1.34219761186235e-15, + 1.0066482088967625e-15, + 1.0066482088967625e-15, + 6.71098805931175e-16 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 90.72727272727272, + "precision": 90.70558798999166, + "recall": 100.0, + "f1": 95.11889723589239 + }, + "selection": { + "precision": 0.49615378644501024, + "recall": 0.8383233532934131, + "f1": 0.6233104481843774, + "jaccard": 0.31353853274704935 + } + } +} \ No newline at end of file diff --git a/output/regress/Prostate_Cancer/significant_genes_condition_Obstructive_sleep_apnea.json b/output/regress/Prostate_Cancer/significant_genes_condition_Obstructive_sleep_apnea.json new file mode 100644 index 0000000000000000000000000000000000000000..df08c0e0a48266fdc4f986eb347f75d689c02c35 --- /dev/null +++ b/output/regress/Prostate_Cancer/significant_genes_condition_Obstructive_sleep_apnea.json @@ -0,0 +1,1071 @@ +{ + "significant_genes": { + "Variable": [ + "CT47A1", + "COX7A2L", + "ZNF410", + "OR1Q1", + "HYAL6P", + "LNP1", + "AASS", + "ZNF578", + "TSPY1", + "GTPBP10", + "MMP7", + "ZNF878", + "HOXC11", + "OOSP2", + "SPANXA2", + "TCERG1L", + "GOLGA8DP", + "ANGPTL7", + "RPL23AP7", + "A4GNT", + "CHRNB1", + "GABRR3", + "C10orf62", + "MAGEA12", + "OR51L1", + "WBP2NL", + "SAFB", + "ADGRA1", + "H1-9P", + "H2AC1", + "PRSS45P", + "FKSG29", + "AVP", + "KLK8", + "FBLN7", + "ALX1", + "NFIB", + "PLAGL1", + "TAAR8", + "OARD1", + "TSPAN10", + "MTMR7", + "OR1L8", + "GRAPL", + "HSP90AB1", + "HBE1", + "LCE1C", + "HCN1", + "MUC7", + "CFHR4", + "TMCO2", + "C4orf50", + "LRIT1", + "OPN4", + "GLT6D1", + "PRAMEF4", + "TRIM51", + "LELP1", + "OR2T27", + "NETO1", + "HMGA2", + "SERPINB10", + "RPH3AL", + "FERD3L", + "SLC35G6", + "CNPY1", + "C17orf78", + "ALLC", + "IL2", + "RPL10", + "NPAP1", + "GLIPR1L2", + "FAIM", + "GSTT4", + "OR7D2", + "CPLX4", + "IRGC", + "NMNAT1", + "GLRA2", + "SLC7A5P1", + "PDYN", + "CRLF2", + "UNC119B", + "FAM106A", + "POU3F2", + "SOHLH1", + "CFAP54", + "HIGD2B", + "INGX", + "OR2J2", + "SLCO6A1", + "HTN3", + "OR52K2", + "SPAG11A", + "HSD3B1", + "TBC1D3P2", + "DQX1", + "METTL8", + "CD300LD", + "SPATA8", + "GSTM1", + "CTAG2", + "SLC30A3", + "SYCP2", + "LIPI", + "RRH", + "GTF2A1L", + "SLC35F3", + "HYKK", + "DEFB113", + "ANKRD40CL", + "GTSE1-DT", + "TXNIP", + "FGF7P6", + "APEX2", + "IFNL1", + "SAP30", + "SSX7", + "ATXN3L", + "SBDSP1", + "OR52A1", + "HTR2C", + "ZNF90", + "PTENP1", + "LY6K", + "NIPA2", + "KCNQ1DN", + "WDR64", + "HOXA3", + "TTTY8", + "CASP12", + "REG1B", + "CYP4F11", + "HEMGN", + "FAM181A", + "LOC284009", + "SLC10A2", + "PCDHGC5", + "TERB1", + "CREG2", + "H4C6", + "KRTAP7-1", + "OR51F1", + "GGT8P", + "FOXD4L3", + "KRTAP10-11", + "KIR3DX1", + "KIF2B", + "LINC00518", + "TLX1", + "RYBP", + "SART3", + "PPP1R3B", + "TICAM2", + "CFAP74", + "ANKRD34C", + "TOB1", + "NSG2", + "UMOD", + "IFNA4", + "SNORA79", + "SCARNA10", + "TMEM88B", + "MIR9-1HG", + "P2RX5", + "HK2", + "NEUROD2", + "CHKA", + "GSTT2", + "MYO3B", + "WHAMM", + "CEP43", + "PLAGL2", + "MSX2P1", + "HAO2", + "DEFB103B", + "NCOR1P1", + "RETN", + "TCHHL1", + "SPANXB1", + "IFNK", + "RBM44", + "PLET1", + "PCDHGA3", + "PAGE5", + "OR7C2", + "UPP2", + "KRT37", + "HTR5A", + "PDHA2", + "OR2B11", + "TEX13B", + "GJB6", + "SCEL", + "PPP1R2C", + "SLC25A23", + "LRP2", + "FAM66C", + "TBPL1", + "PNPLA3", + "KLHDC8A", + "BAGE", + "IL1RAPL1", + "BPIFC", + "KRT38", + "SNORA70B", + "RBMXL3", + "KRTAP10-9", + "BEND2", + "IL36B", + "GLT1D1", + "OR2M4", + "SPANXN2", + "TDRD3", + "C1QTNF3", + "KREMEN2", + "SYNGR4", + "OR13F1", + "ZCRB1", + "EIF4A2", + "LRRC4B", + "UCA1", + "CST5", + "DHH", + "PASD1", + "KRT33A", + "IQCF2", + "NAP1L6P", + "OR51F2", + "TDH", + "CCDC70", + "NYAP2", + "FLG2", + "OR10T2", + "DLGAP1", + "UCP1", + "CRBN", + "GPR151", + "CIAO1", + "CSAG1", + "LCE6A", + "RIMBP3C", + "PRSS33", + "SNORA38B", + "PABPC1P2", + "CRH", + "CDH6", + "COPS3", + "REDIC1", + "OPALIN", + "OR51A4", + "CPOX", + "TBC1D28", + "GBE1", + "DAD1P1", + "CRYAA", + "USP17L6P", + "PTPRT", + "OR56A5", + "PSORS1C1", + "ZSCAN31", + "TRIM41", + "ZNF764", + "RPS28", + "OR2AK2", + "LIN28B", + "CDK11A", + "SUPT20HL1", + "NEUROD4", + "SPP1", + "C5AR2", + "LAIR2", + "ROS1", + "RIT2", + "PP2D1", + "CNGA2", + "F8A1", + "AP3S2", + "CELA1", + "RAX", + "MIXL1", + "PEBP4", + "SPRR2B", + "TMPRSS11A", + "ERC2-IT1", + "CLDN6", + "GOLGA8IP", + "SLC39A12", + "H3C6", + "SERPINB11", + "ZNF727", + "NCAN", + "ADCYAP1", + "CCNE1", + "SALL4", + "ADAM20", + "H3C4", + "CCDC177", + "OR1K1", + "CHMP1B", + "CCL15", + "ROBO2", + "GATA1", + "TAS2R30", + "STATH", + "RBM23", + "SLC25A51", + "GPATCH1", + "KRTAP10-10", + "SPINK8", + "TFAMP1", + "SSX1", + "KRTAP5-11", + "POLR2J2", + "TCEAL6", + "FAM181A-AS1", + "RLN3", + "ZKSCAN8P1", + "OXT", + "SLC6A18", + "PRDM14", + "PLAT", + "SNORA32", + "ESPNL", + "GNG3", + "TSSK2", + "ARL5C", + "CDX2", + "TREML5P", + "TLCD3B", + "TCTN2", + "OR5B17", + "F2RL3", + "SPTB", + "GAGE2E", + "DEFB106A", + "FAM27E5", + "PRR20A", + "KRTAP19-2", + "RBMY1B", + "SNAR-A13", + "LCE2D", + "TTTY17A", + "LCE3B", + "OR5H15", + "KRTAP19-4", + "TTTY17B", + "KRTAP20-3", + "PRR20B" + ], + "Coefficient": [ + -3.595012865517178, + 2.724842515721254, + -2.1376659008605237, + -2.1189739465542545, + 2.011484227683563, + 1.8923373427025731, + -1.8792689538931602, + 1.848251087506413, + 1.82656923056667, + -1.7585421735010358, + 1.7390668952819108, + -1.6900581697696277, + 1.6439835397725786, + -1.5792141159227886, + -1.5684547420210804, + 1.535362843672246, + 1.520903800670858, + -1.5204304703115845, + 1.4926798232715737, + 1.4428541807594804, + 1.4126550999169547, + -1.3885158660369255, + -1.3842523855370028, + 1.3823533332290219, + 1.3492576742000963, + -1.3342801589485347, + 1.2924421477339438, + -1.2557921362298992, + 1.250955661078813, + 1.2431131080108293, + -1.2245176662342279, + -1.2191443201073586, + 1.215101775298333, + -1.2076795684582617, + -1.1990390376176685, + 1.198035155790685, + 1.1904989748748775, + 1.1771146339262004, + 1.1725619131555887, + 1.1687917755393322, + 1.1659070993445182, + -1.1352241667337004, + -1.1180087605406523, + 1.1090380906791042, + 1.0868493202329232, + 1.0733873049239382, + 1.0711567768209516, + -1.0674756049587069, + -1.0520227459481946, + 1.0389347744414237, + -1.0380815721616492, + 1.0192413109235408, + -1.000612622999793, + 0.9971161082699435, + 0.9873575934830764, + -0.9872637973160766, + -0.9825831680558322, + -0.9715995319336848, + -0.9490351933130893, + -0.9412117977497283, + -0.9297383502775283, + -0.9169276165654952, + 0.9117502340364818, + -0.9089595254338699, + 0.9002912812910994, + -0.8768343206592522, + 0.8644808491606351, + -0.8591084004981762, + 0.8516522564675381, + 0.8431493853331075, + -0.8407492614719463, + 0.8371954856262622, + 0.8358405960052181, + 0.8224662883433072, + -0.8205438447170098, + 0.8179300017271611, + -0.7982607633561367, + 0.798017616735346, + -0.7979674062696565, + 0.7974120718816629, + 0.7932754498016019, + 0.7899130574417613, + 0.7860142725701244, + 0.7786051333427885, + -0.7771378933486108, + 0.7716567305015086, + 0.7640602349253571, + -0.7594269464993334, + -0.7400806670692133, + -0.7379133687230002, + -0.7356870668428332, + 0.7334132077134252, + 0.7325227350489155, + 0.7274892949322633, + -0.7251196593069946, + 0.7248415309364501, + -0.7206804662977314, + -0.7204534948583021, + -0.719152888627269, + -0.7188190297361341, + -0.715434864474614, + 0.7068614251940905, + -0.6947889844517724, + -0.6945630585963879, + -0.6943184046116535, + 0.6802176535196024, + 0.6682365838928812, + 0.667812398696505, + -0.6622246898695816, + 0.6589987907110184, + -0.6425722434911745, + 0.6417216885007145, + 0.6351160900125218, + -0.6333359937808809, + 0.6203271977517774, + 0.618039523620791, + 0.6143976936210792, + -0.6105461217272926, + 0.6042242788082103, + -0.6033251061082772, + 0.5973228708664047, + 0.5940024733213533, + -0.5764193491953482, + -0.5724458044640669, + 0.5680331477768615, + -0.5611075315145714, + -0.5589485458044542, + 0.545292408973634, + 0.5406709984118584, + 0.5365047780720898, + 0.5294671205096081, + -0.5242318970596059, + -0.5219986892180648, + -0.5195159883966046, + -0.5178023127507567, + -0.5112307435445466, + -0.5060647045585631, + -0.5030275878541083, + -0.5026032439537448, + -0.5025523370286826, + -0.5008181014823374, + -0.500598117786099, + 0.49758493454351116, + 0.4956942531236757, + -0.4949997908495943, + 0.4912528876624898, + 0.48680418496831124, + 0.47806891738646934, + 0.4777783692285084, + -0.4711907550917885, + 0.4576801405074776, + 0.44867897248901406, + -0.4438713891776474, + 0.44385049294916673, + 0.4436675573752193, + -0.4436675467509471, + 0.4302727854507952, + -0.42690217230390975, + 0.41579605126890984, + 0.4110341626959448, + -0.4107670783353491, + 0.40811618768405017, + -0.40333525137991183, + -0.39934487154454057, + -0.3976579196277382, + -0.3972512074847074, + -0.3961977168191382, + 0.3952829787786027, + -0.3909490412049356, + -0.38935578177581937, + 0.38366455310077013, + 0.3771112630263908, + -0.37661759369336806, + -0.37351380731537154, + -0.36666189871744903, + 0.36263582477844747, + 0.3574456736035746, + -0.3520296499158766, + 0.3505154111120226, + -0.34805526379222396, + 0.34393402572532966, + 0.33650617688410744, + -0.33608650397429235, + -0.3355800867362493, + 0.33351792710612316, + -0.33284443160809263, + -0.33202542307385374, + 0.3292713152071626, + -0.32662915784464003, + 0.3241678716775304, + -0.3183669539516451, + -0.31769159393157514, + -0.3125981967862088, + -0.312557886515988, + -0.31192974616381713, + -0.30801751949869965, + -0.3046175335216782, + -0.3030697647031133, + 0.301683903090469, + -0.3016142023765489, + -0.29824953688722633, + 0.2953080176924424, + -0.2940831180787111, + 0.29360942004493856, + 0.28951235849796386, + 0.2680926475784489, + 0.2664752527611081, + 0.263353155454022, + -0.2631223760943758, + 0.2628374919616298, + -0.2581960400245915, + -0.25594822562169867, + 0.2557472562289684, + -0.25544097446958025, + -0.25300081702963545, + 0.24737640422150728, + 0.24256660580509867, + 0.24187781272331782, + -0.24118547006081945, + 0.24084035814168772, + 0.23592194262305896, + 0.23103529155981417, + -0.2286808952269862, + 0.22516169045759438, + -0.22317411169685208, + -0.22081359358149807, + -0.21863282780981977, + 0.21501406178396543, + 0.21223278671523121, + -0.21186321037553024, + 0.20648710845982232, + -0.20635998779968445, + 0.20362394011468157, + -0.20106575511784222, + 0.19970671969812614, + 0.19244726835103285, + -0.1897307327685928, + -0.18887944484892397, + -0.18883412950959794, + 0.18686379993400107, + 0.18434987793041752, + 0.18263516154233198, + -0.17990880784597063, + 0.17726740515415132, + 0.1764476955014157, + 0.1729778249882805, + 0.17230599467061197, + -0.16815796299776006, + 0.16765598289572806, + -0.16440160104123172, + 0.1625069763904324, + 0.15919577357404285, + 0.15645783054365042, + 0.15239374407967474, + -0.15224412871518514, + 0.15148066807157093, + 0.14824036171414257, + 0.14692971898048793, + -0.14685001644188175, + -0.14376509729027015, + -0.1402751342677939, + 0.14005411756444763, + 0.13844100618040928, + 0.13713853608310247, + -0.13666809019572787, + -0.1331480423915845, + 0.13303767449391024, + -0.13057741914231588, + -0.12821857838530037, + -0.12489045382135168, + -0.12412801819696435, + -0.12012668295497352, + 0.11860092676490624, + 0.11811942774140714, + 0.11670028131148373, + 0.11442539578138633, + 0.11438525822956988, + -0.1137507584003728, + -0.11351253914412279, + -0.11239373882176988, + 0.10914652072129129, + -0.10643570877047866, + -0.10514959691388395, + 0.0978781277098773, + -0.0958428399887266, + -0.0949432647033334, + 0.0940483163924437, + 0.0940180717821717, + 0.09304357097983289, + -0.09175917597277332, + -0.08937609274991513, + -0.08861086353912992, + 0.0812567174618299, + -0.07744723854414494, + -0.07699495037944407, + 0.07514143913881988, + 0.07154398909173763, + -0.070074074934104, + 0.06943626936425584, + 0.06362466103027982, + 0.05692883917794503, + -0.05688083851031085, + 0.056659265536174376, + -0.056478100734631616, + 0.05507749827420049, + 0.054375223393719974, + 0.05386462556264837, + -0.05145469126654725, + -0.04890897701107152, + -0.048603829646510666, + -0.044035634108547, + 0.04355562627103818, + 0.04180825021997976, + -0.03880062877501571, + 0.03645946481808594, + -0.0348806126669915, + 0.03377301221239373, + 0.03286341170735612, + -0.02950239594878926, + 0.028929168585198776, + -0.02480498510399625, + -0.020216335462247062, + -0.015200916707012051, + -0.011840309121115116, + -0.011591491445838624, + 0.010336487497041011, + -0.010109439043815725, + -0.009544019499138365, + -0.008225121595672194, + -0.0066870563022712, + 0.005742570147837203, + -0.0053856228228106266, + -0.004739480200338137, + 0.004493762951972608, + -0.002499908513379737, + 0.0009689397949893104, + 0.0008839447049334812, + 0.0007414455585201998, + -0.0004616554035672865, + 0.000250514880480415, + -0.0001264649730522138, + -5.296558462263411e-07, + 6.039889253380575e-15, + 3.355494029655875e-15, + -2.013296417793525e-15, + -1.6777470148279374e-15, + 1.0066482088967625e-15, + -3.355494029655875e-16, + -3.355494029655875e-16 + ], + "Absolute Coefficient": [ + 3.595012865517178, + 2.724842515721254, + 2.1376659008605237, + 2.1189739465542545, + 2.011484227683563, + 1.8923373427025731, + 1.8792689538931602, + 1.848251087506413, + 1.82656923056667, + 1.7585421735010358, + 1.7390668952819108, + 1.6900581697696277, + 1.6439835397725786, + 1.5792141159227886, + 1.5684547420210804, + 1.535362843672246, + 1.520903800670858, + 1.5204304703115845, + 1.4926798232715737, + 1.4428541807594804, + 1.4126550999169547, + 1.3885158660369255, + 1.3842523855370028, + 1.3823533332290219, + 1.3492576742000963, + 1.3342801589485347, + 1.2924421477339438, + 1.2557921362298992, + 1.250955661078813, + 1.2431131080108293, + 1.2245176662342279, + 1.2191443201073586, + 1.215101775298333, + 1.2076795684582617, + 1.1990390376176685, + 1.198035155790685, + 1.1904989748748775, + 1.1771146339262004, + 1.1725619131555887, + 1.1687917755393322, + 1.1659070993445182, + 1.1352241667337004, + 1.1180087605406523, + 1.1090380906791042, + 1.0868493202329232, + 1.0733873049239382, + 1.0711567768209516, + 1.0674756049587069, + 1.0520227459481946, + 1.0389347744414237, + 1.0380815721616492, + 1.0192413109235408, + 1.000612622999793, + 0.9971161082699435, + 0.9873575934830764, + 0.9872637973160766, + 0.9825831680558322, + 0.9715995319336848, + 0.9490351933130893, + 0.9412117977497283, + 0.9297383502775283, + 0.9169276165654952, + 0.9117502340364818, + 0.9089595254338699, + 0.9002912812910994, + 0.8768343206592522, + 0.8644808491606351, + 0.8591084004981762, + 0.8516522564675381, + 0.8431493853331075, + 0.8407492614719463, + 0.8371954856262622, + 0.8358405960052181, + 0.8224662883433072, + 0.8205438447170098, + 0.8179300017271611, + 0.7982607633561367, + 0.798017616735346, + 0.7979674062696565, + 0.7974120718816629, + 0.7932754498016019, + 0.7899130574417613, + 0.7860142725701244, + 0.7786051333427885, + 0.7771378933486108, + 0.7716567305015086, + 0.7640602349253571, + 0.7594269464993334, + 0.7400806670692133, + 0.7379133687230002, + 0.7356870668428332, + 0.7334132077134252, + 0.7325227350489155, + 0.7274892949322633, + 0.7251196593069946, + 0.7248415309364501, + 0.7206804662977314, + 0.7204534948583021, + 0.719152888627269, + 0.7188190297361341, + 0.715434864474614, + 0.7068614251940905, + 0.6947889844517724, + 0.6945630585963879, + 0.6943184046116535, + 0.6802176535196024, + 0.6682365838928812, + 0.667812398696505, + 0.6622246898695816, + 0.6589987907110184, + 0.6425722434911745, + 0.6417216885007145, + 0.6351160900125218, + 0.6333359937808809, + 0.6203271977517774, + 0.618039523620791, + 0.6143976936210792, + 0.6105461217272926, + 0.6042242788082103, + 0.6033251061082772, + 0.5973228708664047, + 0.5940024733213533, + 0.5764193491953482, + 0.5724458044640669, + 0.5680331477768615, + 0.5611075315145714, + 0.5589485458044542, + 0.545292408973634, + 0.5406709984118584, + 0.5365047780720898, + 0.5294671205096081, + 0.5242318970596059, + 0.5219986892180648, + 0.5195159883966046, + 0.5178023127507567, + 0.5112307435445466, + 0.5060647045585631, + 0.5030275878541083, + 0.5026032439537448, + 0.5025523370286826, + 0.5008181014823374, + 0.500598117786099, + 0.49758493454351116, + 0.4956942531236757, + 0.4949997908495943, + 0.4912528876624898, + 0.48680418496831124, + 0.47806891738646934, + 0.4777783692285084, + 0.4711907550917885, + 0.4576801405074776, + 0.44867897248901406, + 0.4438713891776474, + 0.44385049294916673, + 0.4436675573752193, + 0.4436675467509471, + 0.4302727854507952, + 0.42690217230390975, + 0.41579605126890984, + 0.4110341626959448, + 0.4107670783353491, + 0.40811618768405017, + 0.40333525137991183, + 0.39934487154454057, + 0.3976579196277382, + 0.3972512074847074, + 0.3961977168191382, + 0.3952829787786027, + 0.3909490412049356, + 0.38935578177581937, + 0.38366455310077013, + 0.3771112630263908, + 0.37661759369336806, + 0.37351380731537154, + 0.36666189871744903, + 0.36263582477844747, + 0.3574456736035746, + 0.3520296499158766, + 0.3505154111120226, + 0.34805526379222396, + 0.34393402572532966, + 0.33650617688410744, + 0.33608650397429235, + 0.3355800867362493, + 0.33351792710612316, + 0.33284443160809263, + 0.33202542307385374, + 0.3292713152071626, + 0.32662915784464003, + 0.3241678716775304, + 0.3183669539516451, + 0.31769159393157514, + 0.3125981967862088, + 0.312557886515988, + 0.31192974616381713, + 0.30801751949869965, + 0.3046175335216782, + 0.3030697647031133, + 0.301683903090469, + 0.3016142023765489, + 0.29824953688722633, + 0.2953080176924424, + 0.2940831180787111, + 0.29360942004493856, + 0.28951235849796386, + 0.2680926475784489, + 0.2664752527611081, + 0.263353155454022, + 0.2631223760943758, + 0.2628374919616298, + 0.2581960400245915, + 0.25594822562169867, + 0.2557472562289684, + 0.25544097446958025, + 0.25300081702963545, + 0.24737640422150728, + 0.24256660580509867, + 0.24187781272331782, + 0.24118547006081945, + 0.24084035814168772, + 0.23592194262305896, + 0.23103529155981417, + 0.2286808952269862, + 0.22516169045759438, + 0.22317411169685208, + 0.22081359358149807, + 0.21863282780981977, + 0.21501406178396543, + 0.21223278671523121, + 0.21186321037553024, + 0.20648710845982232, + 0.20635998779968445, + 0.20362394011468157, + 0.20106575511784222, + 0.19970671969812614, + 0.19244726835103285, + 0.1897307327685928, + 0.18887944484892397, + 0.18883412950959794, + 0.18686379993400107, + 0.18434987793041752, + 0.18263516154233198, + 0.17990880784597063, + 0.17726740515415132, + 0.1764476955014157, + 0.1729778249882805, + 0.17230599467061197, + 0.16815796299776006, + 0.16765598289572806, + 0.16440160104123172, + 0.1625069763904324, + 0.15919577357404285, + 0.15645783054365042, + 0.15239374407967474, + 0.15224412871518514, + 0.15148066807157093, + 0.14824036171414257, + 0.14692971898048793, + 0.14685001644188175, + 0.14376509729027015, + 0.1402751342677939, + 0.14005411756444763, + 0.13844100618040928, + 0.13713853608310247, + 0.13666809019572787, + 0.1331480423915845, + 0.13303767449391024, + 0.13057741914231588, + 0.12821857838530037, + 0.12489045382135168, + 0.12412801819696435, + 0.12012668295497352, + 0.11860092676490624, + 0.11811942774140714, + 0.11670028131148373, + 0.11442539578138633, + 0.11438525822956988, + 0.1137507584003728, + 0.11351253914412279, + 0.11239373882176988, + 0.10914652072129129, + 0.10643570877047866, + 0.10514959691388395, + 0.0978781277098773, + 0.0958428399887266, + 0.0949432647033334, + 0.0940483163924437, + 0.0940180717821717, + 0.09304357097983289, + 0.09175917597277332, + 0.08937609274991513, + 0.08861086353912992, + 0.0812567174618299, + 0.07744723854414494, + 0.07699495037944407, + 0.07514143913881988, + 0.07154398909173763, + 0.070074074934104, + 0.06943626936425584, + 0.06362466103027982, + 0.05692883917794503, + 0.05688083851031085, + 0.056659265536174376, + 0.056478100734631616, + 0.05507749827420049, + 0.054375223393719974, + 0.05386462556264837, + 0.05145469126654725, + 0.04890897701107152, + 0.048603829646510666, + 0.044035634108547, + 0.04355562627103818, + 0.04180825021997976, + 0.03880062877501571, + 0.03645946481808594, + 0.0348806126669915, + 0.03377301221239373, + 0.03286341170735612, + 0.02950239594878926, + 0.028929168585198776, + 0.02480498510399625, + 0.020216335462247062, + 0.015200916707012051, + 0.011840309121115116, + 0.011591491445838624, + 0.010336487497041011, + 0.010109439043815725, + 0.009544019499138365, + 0.008225121595672194, + 0.0066870563022712, + 0.005742570147837203, + 0.0053856228228106266, + 0.004739480200338137, + 0.004493762951972608, + 0.002499908513379737, + 0.0009689397949893104, + 0.0008839447049334812, + 0.0007414455585201998, + 0.0004616554035672865, + 0.000250514880480415, + 0.0001264649730522138, + 5.296558462263411e-07, + 6.039889253380575e-15, + 3.355494029655875e-15, + 2.013296417793525e-15, + 1.6777470148279374e-15, + 1.0066482088967625e-15, + 3.355494029655875e-16, + 3.355494029655875e-16 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 90.54545454545453, + "precision": 90.54545454545453, + "recall": 100.0, + "f1": 95.02796661784835 + }, + "selection": { + "precision": 0.6121029182971289, + "recall": 1.0778443113772456, + "f1": 0.780701068911908, + "jaccard": 0.3925447253939801 + } + } +} \ No newline at end of file diff --git a/output/regress/Prostate_Cancer/significant_genes_condition_Osteoarthritis.json b/output/regress/Prostate_Cancer/significant_genes_condition_Osteoarthritis.json new file mode 100644 index 0000000000000000000000000000000000000000..6323a7caae952717a80cfaa25a5b65177d6ac022 --- /dev/null +++ b/output/regress/Prostate_Cancer/significant_genes_condition_Osteoarthritis.json @@ -0,0 +1,1689 @@ +{ + "significant_genes": { + "Variable": [ + "CT47A1", + "ZNF410", + "COX7A2L", + "AASS", + "SAFB", + "GOLGA8DP", + "SND1", + "PLAGL1", + "OOSP2", + "MAGEA12", + "CHRNB1", + "KIF2B", + "SPTB", + "HTR2B", + "OR1Q1", + "AMPD2", + "SLC39A12", + "A4GNT", + "PLAGL2", + "FKSG29", + "CIAO1", + "GTPBP10", + "ADGRA1", + "LNP1", + "CCDC74A", + "ZNF578", + "SLC30A3", + "OPN4", + "TCERG1L", + "LRIT1", + "KLK8", + "MMP7", + "SLC35F3", + "GLT1D1", + "SLC2A11", + "GABRR3", + "LCE1C", + "PELO", + "NIBAN2", + "LOC284009", + "SPANXA2", + "NFIB", + "LTC4S", + "TCHHL1", + "KLKB1", + "PRSS45P", + "C17orf78", + "UMOD", + "ZNF878", + "SLC35E2B", + "MCM9", + "KRTAP13-2", + "RHEBL1", + "LIPI", + "OR51L1", + "NUFIP1", + "OR51A4", + "GNG3", + "CFAP74", + "GGT8P", + "CPLX4", + "SLC7A5", + "OR1L8", + "GBE1", + "WBP2NL", + "TRIM51", + "CRBN", + "LRRC8E", + "ARFIP1", + "GLT6D1", + "MICA", + "LINC00518", + "DEFB113", + "IFNL1", + "BCLAF3", + "GARIN5B", + "SSX7", + "HTN3", + "CDH6", + "GSTT2", + "DIS3", + "LELP1", + "FAM227B", + "SERPINB10", + "MINPP1", + "PASD1", + "ZFAND3", + "LAIR2", + "UNC119B", + "OR2M4", + "HTR2C", + "IRGC", + "OARD1", + "NIPA2", + "CNPY1", + "CFHR4", + "RBPJL", + "PTX3", + "OR2B11", + "PCDHGC5", + "H3C6", + "OR5J2", + "GSTM1", + "H4C11", + "FAM181A-AS1", + "LOC100192426", + "H3C4", + "FGF7P6", + "SBDSP1", + "FAIM", + "NCOR1P1", + "HBE1", + "HMGA2", + "COLEC11", + "OR52L1", + "HSD3B1", + "MIR9-1HG", + "H2AC1", + "IL15", + "GLRA2", + "TBC1D28", + "GPR151", + "TAAR8", + "BTN3A3", + "SLC6A3", + "FAM66C", + "PDYN", + "CEP43", + "TOB1", + "CALHM1", + "LRP2", + "RPL23AP7", + "HIGD2B", + "OR52M1", + "TMEM88B", + "PRDM14", + "PTPRT", + "SNORA36B", + "NETO1", + "ANGPTL7", + "C10orf62", + "WRNIP1", + "DQX1", + "OR6N1", + "ZC3H10", + "HK2", + "RETN", + "HOXC11", + "HSP90AB1", + "WDR64", + "LRRC4B", + "SOX3", + "MIXL1", + "TSPAN10", + "ALPP", + "KRTAP10-11", + "RBM23", + "SART3", + "H1-9P", + "TERB1", + "DLGAP1", + "HSF5", + "PPP1R3B", + "MUC7", + "GSTT4", + "BAGE", + "AVP", + "ATXN3L", + "CTAG2", + "RPH3AL", + "ZNF727", + "CREG2", + "SLC25A51", + "SOX8", + "TASP1", + "PIGF", + "TTTY8", + "SCARNA10", + "HYAL6P", + "IGIP", + "FAM170A", + "OR52K2", + "ABCG8", + "GTSE1-DT", + "ECHDC1", + "OR2A14", + "CST5", + "MAGEB1", + "TTTY6B", + "KRT84", + "ATP10A", + "DDRGK1", + "HCRT", + "UQCC1", + "TMCO2", + "SLC10A2", + "LY6K", + "CASP12", + "SSX1", + "SLC35G6", + "ZNF90", + "TFAMP1", + "OR51A2", + "DHRS1", + "SPAG11A", + "TRIM41", + "RBMXL3", + "TTC36", + "OR8H1", + "SYNGR4", + "CETN1", + "ULBP1", + "KLHDC8A", + "H1-6", + "TMPRSS11A", + "SPP1", + "LINC00471", + "TAS2R30", + "NLRP6", + "CIBAR1P2", + "SLC7A5P1", + "TAFA3", + "DIRC1", + "PSORS1C1", + "METTL8", + "PRAMEF4", + "BARX2", + "ZNF35", + "TEX12", + "F2RL3", + "MTMR7", + "SUGCT", + "OR2J2", + "FANK1", + "HAO2", + "RBM44", + "USP17L6P", + "ETNPPL", + "COPS3", + "FBLN7", + "KAAG1", + "IL36B", + "IFNK", + "CACNB3", + "UTP4", + "NEUROD2", + "NMNAT1", + "FAM90A7", + "RAB35", + "SMAP1", + "FAM106A", + "GPR78", + "RLN3", + "SPAG6", + "CPOX", + "RXFP2", + "ERP29", + "SLCO6A1", + "OR2T27", + "OR51F2", + "CHKA", + "GPATCH1", + "OR1L6", + "ADCYAP1R1", + "SERPINE3", + "IL2", + "HYKK", + "GTF2A1L", + "PECR", + "CNGA2", + "KCNMB2", + "ALX1", + "OPALIN", + "TMEM242", + "OR2L3", + "KREMEN2", + "GRIK2", + "PLSCR2", + "FAM174A", + "RO60", + "ARL5C", + "CERS1", + "CD209", + "OR13F1", + "SLC2A7", + "AMBN", + "SPATA8", + "ZFAND2A", + "RPS28", + "C1orf141", + "KLC4", + "GABRB1", + "ADAM20", + "ZIC4", + "ARL11", + "TMEM52", + "ZNF526", + "ABCC13", + "CIRBP-AS1", + "LCE6A", + "MFSD13A", + "FRG1BP", + "LINC00575", + "PKIB", + "LHX3", + "RPL9", + "KRT37", + "GLIPR1L2", + "SLC25A15", + "METTL13", + "IL22", + "OR51F1", + "CHGA", + "PCMT1", + "IQCD", + "ADAMTS20", + "PRKRA", + "OR10T2", + "NEUROG1", + "H4C3", + "TLCD3B", + "KRT38", + "KRTAP5-11", + "MSX2P1", + "TP53TG3B", + "TUBB8", + "VSX2", + "POU3F2", + "CDR1", + "H2BC1", + "HTR5A", + "VN1R4", + "OR4X2", + "TSPY1", + "KRTAP2-2", + "HIVEP2", + "PLAT", + "PRSS3", + "IFNA4", + "PRG1", + "FERD3L", + "RPL10", + "KRTAP7-1", + "CA10", + "ATP4A", + "RIMBP3C", + "OR7C2", + "DDX4", + "APEX2", + "PLET1", + "HCN1", + "CCDC177", + "NRBF2", + "RGR", + "SLC6A18", + "ADIPOQ", + "TFR2", + "PPP1R21", + "LOC284788", + "OR2M3", + "ANKRD34C", + "HLA-G", + "MERTK", + "TGM6", + "FBXO33", + "ACP5", + "ARHGEF33", + "PERP", + "ZSCAN5B", + "GRAPL", + "RRH", + "APOC2", + "PAGE2B", + "HAUS2", + "ALLC", + "BEND2", + "ASB4", + "ANKRD40CL", + "CMTM2", + "C4orf50", + "OR5K3", + "RPH3A", + "SH2D4B", + "KRT33A", + "NAXD", + "SNORA65", + "DDX19B", + "ID4", + "ANAPC10", + "PTENP1", + "METTL5", + "NPLOC4", + "IQCF5", + "NOX3", + "TRPM1", + "AP3S2", + "AKAP7", + "NUP210L", + "PA2G4P4", + "SPATA31E1", + "KCNK16", + "OR2AK2", + "OR2T10", + "IHH", + "OR10A5", + "RADIL", + "LINC00200", + "CCL16", + "OR4F15", + "FAM181A", + "UPP2", + "KIR3DX1", + "AGXT", + "ROS1", + "CFAP54", + "OVOL2", + "C12orf56", + "PPIAL4D", + "SNORA29", + "CLLU1-AS1", + "CYP4F3", + "REDIC1", + "KRTAP20-4", + "C2orf78", + "RYBP", + "LIN28B", + "FAM135B", + "GABRG2", + "LOC153910", + "NHLH2", + "C11orf42", + "MYO15A", + "CCT8L2", + "SPANXB1", + "SLC25A23", + "OR52A1", + "SAGE1", + "SPANXN4", + "OR2B3", + "TAAR2", + "KRTAP4-1", + "VRTN", + "DHX16", + "TCTN2", + "DEFB103B", + "OR51B5", + "TCEAL6", + "HSD3B7", + "ZNF735", + "NBR2", + "MAP3K19", + "EFL1", + "TRAPPC3L", + "MYO3B", + "TGIF2LX", + "INGX", + "HUS1", + "OR5K2", + "TSPY4", + "PCDHGA3", + "OR2AG1", + "DNAI7", + "PEG3-AS1", + "PIGC", + "RNF135", + "CD300LD", + "IGLL3P", + "OR1K1", + "TAF15", + "ALG1L2", + "RPL21P44", + "MAK16", + "NUDT9P1", + "UCA1", + "SYN3", + "TRAK1", + "TSPYL6", + "SLC28A2", + "SLC4A10", + "FNTB", + "OR2C1", + "SIX3", + "TLDC2", + "DCAF12L2", + "CDX2", + "GRB2", + "NEUROD4", + "MCM3", + "ZNF764", + "OR7D2", + "TREML4", + "IL12RB2", + "IL5", + "ASCL4", + "STAG3L1", + "FNDC8", + "UTP11", + "ERICH3", + "SPMIP2", + "VAX1", + "FAM170B", + "TEX13B", + "ADIG", + "RHO", + "TREML5P", + "OR5B17", + "SNORA16B", + "DCAF4", + "GLYATL3", + "PLXNB2", + "LIM2", + "SYCP2", + "IL25", + "LIPJ", + "PP2D1", + "SPATA22", + "LINC01555", + "DEFB106A", + "CCDC70", + "PMCH", + "NELL1", + "H4C6", + "ZMYND12", + "TICAM2", + "SNAR-A13", + "REG1B", + "HSFY1P1", + "PRR20A", + "TSSK2", + "SCGB3A2", + "RBMY1B", + "OR56A4", + "A1BG", + "CRLF2", + "SNORD103A", + "CPO", + "TTTY17A", + "SNORA11C", + "SNORD115-20", + "TTTY17B", + "PRR20B", + "OR5H15", + "RBMY1F", + "SNAR-A3", + "SNORD11B", + "SNORD116-19", + "SNORD16", + "SNORD9", + "SNORD67", + "SNORD88C", + "SNORD90", + "SNAR-G2", + "SNAR-H", + "SNAR-C3", + "TTTY19" + ], + "Coefficient": [ + -5.47041058102745, + -3.217533657216729, + 3.180074296871779, + -3.1335507396910516, + 2.6240056381090606, + 2.3943184176882326, + 2.2798094314496335, + 2.1745360685978485, + -2.126677472608596, + 2.094572101495129, + 2.0786096772712264, + 2.071668562820852, + 1.9605644512366682, + -1.942572411873206, + -1.8623261917923335, + -1.852083578207146, + 1.8228426065029997, + 1.8140390550622574, + -1.8025971473213278, + -1.7424891201580406, + -1.7211631910770249, + -1.70979373091602, + -1.7068943454616565, + 1.7061683161062828, + 1.7015753958056739, + 1.6949104972163798, + -1.674554079188511, + 1.6620606028467293, + 1.6562565630846628, + -1.6389350000156526, + -1.580591807733826, + 1.5768464176699013, + 1.5610045316701828, + -1.5502491993395418, + 1.5359721793675394, + -1.5337366700874573, + 1.5210838262526758, + 1.5057516695293187, + 1.4576877232704633, + -1.4341908205531657, + -1.4236759442375133, + 1.418305006542929, + 1.4039731959639283, + 1.3924132263614444, + 1.3804872542579532, + -1.343045057807937, + 1.325304762648529, + 1.3232856602528575, + -1.32320418155134, + 1.2940932032779113, + 1.2831748049443121, + -1.2759440600955025, + 1.2752012037340366, + -1.2544598999739365, + 1.2404562610676984, + -1.237049507207387, + 1.2310992445809372, + -1.224284432357324, + 1.2233558953431851, + 1.2214680051483253, + 1.2199688692189035, + -1.2097048360234484, + -1.2061005716492936, + 1.2036164132209584, + -1.200059587286253, + -1.1995615990885284, + -1.1790760153596127, + -1.1717803668210567, + 1.1529288598151606, + 1.1478531118139665, + 1.141372133608522, + 1.1408359372449657, + 1.1395224336874807, + 1.1392333216627022, + 1.1244989429607872, + -1.1101409909599431, + -1.1092886295516466, + 1.0724676153795534, + 1.0613156014087226, + -1.0575265805564438, + -1.0527860382151923, + -1.0464349245647415, + 1.0412651944848235, + -1.04068984531252, + -1.038191150094895, + -1.025303914405553, + 1.0243796499935511, + -1.0172156431421604, + 1.0167387035424875, + -1.0150387801618421, + 1.0121715874055799, + -1.00101334889097, + 0.9961238139934537, + -0.9952682866375336, + -0.9948476784171659, + 0.9910285787939517, + 0.9888928886345435, + -0.9797592989900157, + -0.9754992014178313, + -0.9729719896545655, + 0.9715934299839033, + 0.9704191851359157, + -0.9645063624048613, + -0.9543462841639823, + -0.949082044008832, + 0.9458058734692507, + 0.9290620584864977, + -0.9266470186329788, + -0.9233914186759935, + 0.9190533594027568, + 0.9166621552136384, + 0.9156562092273728, + -0.9144172318119532, + -0.9142790170431825, + 0.9132209378904748, + -0.9099098914959244, + -0.90982823120156, + 0.9065890008915125, + 0.9021928385544197, + -0.8984700539696511, + 0.8908466233376386, + -0.8887770744370965, + 0.888560328538812, + 0.8804900038217393, + -0.8797160847295787, + -0.8733728521175849, + 0.8685046451284457, + 0.8669192935417093, + 0.865541789072708, + -0.8575054368733578, + -0.856494899224068, + 0.8526414536037957, + -0.8432510957258353, + 0.840917546809147, + -0.8265356022140478, + -0.8225652075648812, + 0.8188137788933174, + -0.8083150850303549, + -0.8059093294657269, + -0.803545747336147, + -0.8016075228663295, + 0.7997159471263705, + -0.7891716292088669, + 0.784641310361702, + 0.7770572351974127, + -0.772009233681822, + -0.7706215770529704, + 0.7697865540133497, + 0.7674870561928456, + 0.7657702754014585, + 0.7630832151426139, + -0.7609180980070042, + 0.7591697860263976, + 0.7545964956654353, + -0.7535017255480753, + 0.7510108574806016, + 0.7509051707326997, + 0.7470252091768799, + 0.7468323206560079, + -0.7461679616160491, + 0.7402861908529148, + 0.7400120648312477, + -0.7381958528751715, + -0.7375324509293274, + 0.735116296953322, + 0.7316186254906748, + 0.7284079708421062, + 0.7246563381038726, + 0.7244806061202665, + 0.7234860958194264, + -0.7233576441067825, + -0.7170099236978608, + 0.715412866951275, + -0.7125353705117883, + 0.7017245828078243, + 0.6973792558812263, + 0.6934756677215363, + 0.6903006625622884, + 0.6868202696370289, + 0.6756621251986945, + 0.6726888338340943, + 0.6720353081969785, + -0.6711685435862231, + 0.6674487564840196, + 0.6637858825709029, + 0.659985286276365, + -0.6586952481821017, + 0.6520887271996141, + -0.6519947784167482, + 0.648390127524375, + -0.6479766346132163, + 0.6467651807091097, + 0.6403572227046536, + 0.6304904849178186, + -0.6267373538297873, + -0.6195636341213894, + 0.6098912738319575, + 0.604741402911436, + 0.6029519472540443, + 0.6023798526665033, + -0.6019317124284317, + -0.601571294436771, + -0.6006289672929745, + 0.5999238214328707, + 0.5976466052377052, + 0.594604013727696, + 0.5939604989003753, + 0.5920321889502989, + -0.5895930593719761, + 0.5839983585123837, + -0.5786138864184321, + -0.5763618485435594, + -0.5740473786208111, + 0.5633031790872356, + 0.5632108508346286, + -0.5620904842925134, + -0.5607102432244905, + -0.5595095057852213, + -0.5582580988935844, + 0.5509100931821053, + 0.5473902737002685, + 0.544097754145062, + -0.5438784856033838, + -0.5394159363864842, + -0.5380132282281107, + -0.5369916218427958, + 0.5356520616597976, + -0.5354576369835519, + -0.5314881446981207, + -0.5259151970588904, + -0.5248119917048437, + -0.5210762341205375, + -0.5154215208028485, + 0.5118061341250254, + -0.5087358536673454, + 0.5082066375529766, + 0.5052097485180218, + -0.5032315743819691, + -0.4969503273703635, + -0.4967010665064469, + 0.49588366705245657, + 0.4953001963030622, + 0.4941969825583779, + -0.4907886182084892, + -0.4886599802682098, + -0.48734170092399015, + 0.48718036023758404, + -0.4851383320155315, + 0.4838971593580806, + 0.48110161591716105, + 0.48075521846098096, + -0.480297098856553, + 0.480240334572804, + 0.47539388048651293, + 0.4739458678580926, + -0.4694983929119422, + 0.4677946241664379, + -0.4658527210311394, + -0.46581162650956476, + 0.4592260305858848, + 0.45891181375521717, + -0.45825392175631197, + -0.45702585692257663, + -0.4542133662776782, + 0.4521977921355566, + 0.4490555986398546, + -0.4484691920447786, + 0.44053779671171334, + -0.4401181568624352, + 0.43778892276225395, + 0.43720584843936333, + 0.4371701403503246, + -0.43380787128568765, + 0.4282261128046729, + -0.4256903291497439, + 0.42252480707725004, + 0.4194352625988835, + -0.41877393993572604, + 0.4149232785044287, + 0.41304345981469764, + -0.4127786363788417, + -0.412209865797178, + 0.41082080552458156, + 0.4106988353394303, + -0.40752870807294944, + 0.40746577558594305, + -0.406061605877189, + -0.4056896105554324, + 0.40220837473529203, + 0.40196325311549924, + 0.39897374383964485, + 0.3972161739325005, + 0.39681555773733007, + -0.38004335005116036, + 0.3797024261000463, + -0.37803290229101344, + 0.3770546576263482, + -0.3766789375016365, + -0.37586334998327825, + 0.37371422858725395, + -0.36890074991766225, + -0.3663340331510027, + 0.36564724065777515, + 0.362610180610534, + -0.36235948873027507, + -0.3596052314658949, + 0.3585110723357122, + 0.35770293737303716, + -0.3567151417109518, + 0.35666810610558247, + -0.35482800208283916, + 0.3519469962791387, + 0.34871692031830803, + 0.3486194026215384, + 0.34287240050328416, + -0.34253851587548817, + -0.34054854165389303, + -0.3366424324168121, + -0.33531447939930253, + 0.3350812977652236, + -0.33206380590648726, + 0.3305082769617423, + 0.33031596617462666, + -0.32987475077593326, + 0.32886749378226665, + -0.32877863168598404, + -0.328351571668381, + -0.32812794910235277, + -0.3280038136690263, + 0.3247147781529877, + -0.32302715145865946, + 0.3158329664093101, + 0.31566027054604445, + 0.31559353426462766, + -0.3145077271584687, + 0.3145073208799262, + -0.314394971070227, + -0.31336984422441994, + 0.31324228231605483, + 0.31177194099228306, + -0.31110221330304294, + 0.30664398296697387, + -0.3054040265585151, + 0.30299868705906713, + -0.30202137928501915, + 0.29819644182546456, + -0.29595982794170433, + 0.2934386848765579, + 0.29198546845021334, + -0.29178965801370804, + -0.2871673121813147, + -0.2850476087600174, + -0.28364002049355963, + -0.2817082434610638, + 0.27995373489952446, + 0.2798724530009505, + -0.2750013784473834, + -0.2723058098596622, + 0.27198607493154225, + 0.26998569468075284, + -0.2690081907885901, + 0.2659691412630341, + 0.2636460009164148, + 0.2633724288685641, + -0.26210907474758577, + 0.2617437429927143, + 0.26086875826599837, + 0.256576576523639, + 0.25625209122720033, + 0.2547432759993808, + 0.2545008069939337, + 0.251447169164998, + 0.2507745191530027, + -0.24980792776108676, + -0.24947168300093983, + -0.2451790997684793, + 0.2447447157961926, + -0.2381758943883662, + -0.23666752661994966, + 0.23640289463651998, + -0.23606510400023328, + -0.2306872951726431, + -0.23063142010426102, + -0.22717777229649108, + -0.22424653570826772, + -0.2222968111968432, + -0.21820518829588723, + 0.2173202137992804, + 0.21714796626806449, + -0.21702447067086328, + -0.21510445186556076, + 0.21450530143204538, + -0.2133914649532174, + -0.20808601296689594, + -0.20741366801802272, + -0.20693374410179297, + 0.20611168117622825, + -0.19870409590862753, + -0.19822331363236265, + -0.19754153905590527, + 0.19683600381826516, + -0.19279884021330387, + 0.19046717596142448, + 0.18678721132682047, + -0.1858403228316957, + -0.18546659597651677, + 0.18348895975431673, + 0.18134128380807674, + -0.1789861280250052, + -0.1789738780676983, + -0.178870785446672, + 0.1770993166854189, + 0.17682057003277818, + 0.17317821694529437, + 0.17180633913911877, + 0.170175255777211, + 0.1656286760230896, + -0.16533079613881446, + 0.16371794645250204, + -0.16028964554308614, + 0.15893821996076898, + 0.15739490829180317, + 0.1573187532763515, + -0.15603770425512475, + 0.1538895278461777, + -0.14835974307268715, + -0.1467522362334835, + -0.1449825048385707, + -0.14168066508988275, + 0.1393012710363717, + -0.13356109288087142, + -0.13314153815726612, + 0.1317607316688468, + -0.12594731112175278, + -0.12537519347061715, + 0.12428095241213688, + -0.12238417214607851, + -0.12204262581421789, + -0.12203100447429562, + 0.12013714780458792, + -0.11740752407363461, + 0.11724320118617465, + 0.11477202354124241, + 0.11407974382992646, + 0.11294108216369719, + 0.11214726724373217, + 0.11208915937368166, + -0.10523973302012866, + 0.10431797337251231, + -0.10371152675790121, + 0.10231957117683639, + 0.10096136269980406, + 0.1008282254327133, + -0.10037942924474406, + 0.10015968891405354, + -0.09508636768363785, + -0.09124684233415029, + 0.08961459292884938, + -0.08787085604360204, + -0.08758159072961419, + 0.08583502193422272, + 0.08458724250993722, + -0.08426025176107965, + 0.08127905187875735, + 0.08027850184459605, + -0.07980020198564203, + -0.07780724020245891, + 0.07732341812364206, + 0.07663721005563072, + -0.07535806317136545, + 0.0726439446323532, + -0.07162387636488068, + -0.07125121881576847, + 0.07001033021747115, + -0.06804271648063744, + -0.06642833990838184, + 0.0643851572761215, + 0.06318150855374079, + 0.05896211519062326, + 0.057674647212088245, + -0.056069894370748316, + 0.05520477163170628, + 0.05401167853088478, + -0.053808958848836276, + -0.05263617272555069, + 0.0521672130075375, + -0.051037548786597664, + 0.04831811769512993, + 0.04820566682407359, + -0.04686694898214854, + -0.04441961113428919, + -0.04391991102270029, + -0.04181540740852892, + 0.04155439106558087, + -0.039234366823920744, + 0.038899868780649646, + -0.038790496461237924, + 0.0341395953121875, + -0.03272011491522967, + -0.0312481968378582, + -0.02504563184810232, + -0.024879240868054358, + 0.024375282802001862, + 0.023611123685279494, + -0.019719425360984554, + -0.01921070456677896, + -0.01911820013250026, + -0.018627449789109532, + -0.014334131733347227, + 0.013752755255462393, + 0.013615062988230125, + -0.012561389855063254, + -0.011567941844451772, + 0.009650149808461593, + 0.009547679368089975, + 0.009281818667969116, + 0.008587124561717447, + 0.005878871659419498, + 0.005548322274039978, + -0.005261506239945596, + 0.004671391781102574, + -0.004392998445775331, + 0.004236895082847109, + 0.004106799209700278, + -0.0034435747444423103, + -0.0033733964372618603, + -0.0031624393665788896, + 0.003098342158924279, + 0.002756511339916218, + 0.002570702997091523, + 0.002174858814319711, + -0.00181389307227461, + 0.0015986699091709551, + 0.0014875772333782383, + 0.0012977009674400737, + 0.0007775259138481238, + 0.00014395027102298785, + 4.343634601442362e-07, + 1.5099723133451437e-15, + 1.34219761186235e-15, + -1.0066482088967625e-15, + -6.291551305604765e-16, + 5.033241044483812e-16, + -4.613804290776828e-16, + -1.6777470148279374e-16, + -1.6777470148279374e-16, + 1.6777470148279374e-16, + 1.6777470148279374e-16, + -1.6777470148279374e-16, + 1.6777470148279374e-16, + 1.6777470148279374e-16, + -1.258310261120953e-16, + 1.258310261120953e-16, + -4.1943675370698436e-17, + 4.1943675370698436e-17 + ], + "Absolute Coefficient": [ + 5.47041058102745, + 3.217533657216729, + 3.180074296871779, + 3.1335507396910516, + 2.6240056381090606, + 2.3943184176882326, + 2.2798094314496335, + 2.1745360685978485, + 2.126677472608596, + 2.094572101495129, + 2.0786096772712264, + 2.071668562820852, + 1.9605644512366682, + 1.942572411873206, + 1.8623261917923335, + 1.852083578207146, + 1.8228426065029997, + 1.8140390550622574, + 1.8025971473213278, + 1.7424891201580406, + 1.7211631910770249, + 1.70979373091602, + 1.7068943454616565, + 1.7061683161062828, + 1.7015753958056739, + 1.6949104972163798, + 1.674554079188511, + 1.6620606028467293, + 1.6562565630846628, + 1.6389350000156526, + 1.580591807733826, + 1.5768464176699013, + 1.5610045316701828, + 1.5502491993395418, + 1.5359721793675394, + 1.5337366700874573, + 1.5210838262526758, + 1.5057516695293187, + 1.4576877232704633, + 1.4341908205531657, + 1.4236759442375133, + 1.418305006542929, + 1.4039731959639283, + 1.3924132263614444, + 1.3804872542579532, + 1.343045057807937, + 1.325304762648529, + 1.3232856602528575, + 1.32320418155134, + 1.2940932032779113, + 1.2831748049443121, + 1.2759440600955025, + 1.2752012037340366, + 1.2544598999739365, + 1.2404562610676984, + 1.237049507207387, + 1.2310992445809372, + 1.224284432357324, + 1.2233558953431851, + 1.2214680051483253, + 1.2199688692189035, + 1.2097048360234484, + 1.2061005716492936, + 1.2036164132209584, + 1.200059587286253, + 1.1995615990885284, + 1.1790760153596127, + 1.1717803668210567, + 1.1529288598151606, + 1.1478531118139665, + 1.141372133608522, + 1.1408359372449657, + 1.1395224336874807, + 1.1392333216627022, + 1.1244989429607872, + 1.1101409909599431, + 1.1092886295516466, + 1.0724676153795534, + 1.0613156014087226, + 1.0575265805564438, + 1.0527860382151923, + 1.0464349245647415, + 1.0412651944848235, + 1.04068984531252, + 1.038191150094895, + 1.025303914405553, + 1.0243796499935511, + 1.0172156431421604, + 1.0167387035424875, + 1.0150387801618421, + 1.0121715874055799, + 1.00101334889097, + 0.9961238139934537, + 0.9952682866375336, + 0.9948476784171659, + 0.9910285787939517, + 0.9888928886345435, + 0.9797592989900157, + 0.9754992014178313, + 0.9729719896545655, + 0.9715934299839033, + 0.9704191851359157, + 0.9645063624048613, + 0.9543462841639823, + 0.949082044008832, + 0.9458058734692507, + 0.9290620584864977, + 0.9266470186329788, + 0.9233914186759935, + 0.9190533594027568, + 0.9166621552136384, + 0.9156562092273728, + 0.9144172318119532, + 0.9142790170431825, + 0.9132209378904748, + 0.9099098914959244, + 0.90982823120156, + 0.9065890008915125, + 0.9021928385544197, + 0.8984700539696511, + 0.8908466233376386, + 0.8887770744370965, + 0.888560328538812, + 0.8804900038217393, + 0.8797160847295787, + 0.8733728521175849, + 0.8685046451284457, + 0.8669192935417093, + 0.865541789072708, + 0.8575054368733578, + 0.856494899224068, + 0.8526414536037957, + 0.8432510957258353, + 0.840917546809147, + 0.8265356022140478, + 0.8225652075648812, + 0.8188137788933174, + 0.8083150850303549, + 0.8059093294657269, + 0.803545747336147, + 0.8016075228663295, + 0.7997159471263705, + 0.7891716292088669, + 0.784641310361702, + 0.7770572351974127, + 0.772009233681822, + 0.7706215770529704, + 0.7697865540133497, + 0.7674870561928456, + 0.7657702754014585, + 0.7630832151426139, + 0.7609180980070042, + 0.7591697860263976, + 0.7545964956654353, + 0.7535017255480753, + 0.7510108574806016, + 0.7509051707326997, + 0.7470252091768799, + 0.7468323206560079, + 0.7461679616160491, + 0.7402861908529148, + 0.7400120648312477, + 0.7381958528751715, + 0.7375324509293274, + 0.735116296953322, + 0.7316186254906748, + 0.7284079708421062, + 0.7246563381038726, + 0.7244806061202665, + 0.7234860958194264, + 0.7233576441067825, + 0.7170099236978608, + 0.715412866951275, + 0.7125353705117883, + 0.7017245828078243, + 0.6973792558812263, + 0.6934756677215363, + 0.6903006625622884, + 0.6868202696370289, + 0.6756621251986945, + 0.6726888338340943, + 0.6720353081969785, + 0.6711685435862231, + 0.6674487564840196, + 0.6637858825709029, + 0.659985286276365, + 0.6586952481821017, + 0.6520887271996141, + 0.6519947784167482, + 0.648390127524375, + 0.6479766346132163, + 0.6467651807091097, + 0.6403572227046536, + 0.6304904849178186, + 0.6267373538297873, + 0.6195636341213894, + 0.6098912738319575, + 0.604741402911436, + 0.6029519472540443, + 0.6023798526665033, + 0.6019317124284317, + 0.601571294436771, + 0.6006289672929745, + 0.5999238214328707, + 0.5976466052377052, + 0.594604013727696, + 0.5939604989003753, + 0.5920321889502989, + 0.5895930593719761, + 0.5839983585123837, + 0.5786138864184321, + 0.5763618485435594, + 0.5740473786208111, + 0.5633031790872356, + 0.5632108508346286, + 0.5620904842925134, + 0.5607102432244905, + 0.5595095057852213, + 0.5582580988935844, + 0.5509100931821053, + 0.5473902737002685, + 0.544097754145062, + 0.5438784856033838, + 0.5394159363864842, + 0.5380132282281107, + 0.5369916218427958, + 0.5356520616597976, + 0.5354576369835519, + 0.5314881446981207, + 0.5259151970588904, + 0.5248119917048437, + 0.5210762341205375, + 0.5154215208028485, + 0.5118061341250254, + 0.5087358536673454, + 0.5082066375529766, + 0.5052097485180218, + 0.5032315743819691, + 0.4969503273703635, + 0.4967010665064469, + 0.49588366705245657, + 0.4953001963030622, + 0.4941969825583779, + 0.4907886182084892, + 0.4886599802682098, + 0.48734170092399015, + 0.48718036023758404, + 0.4851383320155315, + 0.4838971593580806, + 0.48110161591716105, + 0.48075521846098096, + 0.480297098856553, + 0.480240334572804, + 0.47539388048651293, + 0.4739458678580926, + 0.4694983929119422, + 0.4677946241664379, + 0.4658527210311394, + 0.46581162650956476, + 0.4592260305858848, + 0.45891181375521717, + 0.45825392175631197, + 0.45702585692257663, + 0.4542133662776782, + 0.4521977921355566, + 0.4490555986398546, + 0.4484691920447786, + 0.44053779671171334, + 0.4401181568624352, + 0.43778892276225395, + 0.43720584843936333, + 0.4371701403503246, + 0.43380787128568765, + 0.4282261128046729, + 0.4256903291497439, + 0.42252480707725004, + 0.4194352625988835, + 0.41877393993572604, + 0.4149232785044287, + 0.41304345981469764, + 0.4127786363788417, + 0.412209865797178, + 0.41082080552458156, + 0.4106988353394303, + 0.40752870807294944, + 0.40746577558594305, + 0.406061605877189, + 0.4056896105554324, + 0.40220837473529203, + 0.40196325311549924, + 0.39897374383964485, + 0.3972161739325005, + 0.39681555773733007, + 0.38004335005116036, + 0.3797024261000463, + 0.37803290229101344, + 0.3770546576263482, + 0.3766789375016365, + 0.37586334998327825, + 0.37371422858725395, + 0.36890074991766225, + 0.3663340331510027, + 0.36564724065777515, + 0.362610180610534, + 0.36235948873027507, + 0.3596052314658949, + 0.3585110723357122, + 0.35770293737303716, + 0.3567151417109518, + 0.35666810610558247, + 0.35482800208283916, + 0.3519469962791387, + 0.34871692031830803, + 0.3486194026215384, + 0.34287240050328416, + 0.34253851587548817, + 0.34054854165389303, + 0.3366424324168121, + 0.33531447939930253, + 0.3350812977652236, + 0.33206380590648726, + 0.3305082769617423, + 0.33031596617462666, + 0.32987475077593326, + 0.32886749378226665, + 0.32877863168598404, + 0.328351571668381, + 0.32812794910235277, + 0.3280038136690263, + 0.3247147781529877, + 0.32302715145865946, + 0.3158329664093101, + 0.31566027054604445, + 0.31559353426462766, + 0.3145077271584687, + 0.3145073208799262, + 0.314394971070227, + 0.31336984422441994, + 0.31324228231605483, + 0.31177194099228306, + 0.31110221330304294, + 0.30664398296697387, + 0.3054040265585151, + 0.30299868705906713, + 0.30202137928501915, + 0.29819644182546456, + 0.29595982794170433, + 0.2934386848765579, + 0.29198546845021334, + 0.29178965801370804, + 0.2871673121813147, + 0.2850476087600174, + 0.28364002049355963, + 0.2817082434610638, + 0.27995373489952446, + 0.2798724530009505, + 0.2750013784473834, + 0.2723058098596622, + 0.27198607493154225, + 0.26998569468075284, + 0.2690081907885901, + 0.2659691412630341, + 0.2636460009164148, + 0.2633724288685641, + 0.26210907474758577, + 0.2617437429927143, + 0.26086875826599837, + 0.256576576523639, + 0.25625209122720033, + 0.2547432759993808, + 0.2545008069939337, + 0.251447169164998, + 0.2507745191530027, + 0.24980792776108676, + 0.24947168300093983, + 0.2451790997684793, + 0.2447447157961926, + 0.2381758943883662, + 0.23666752661994966, + 0.23640289463651998, + 0.23606510400023328, + 0.2306872951726431, + 0.23063142010426102, + 0.22717777229649108, + 0.22424653570826772, + 0.2222968111968432, + 0.21820518829588723, + 0.2173202137992804, + 0.21714796626806449, + 0.21702447067086328, + 0.21510445186556076, + 0.21450530143204538, + 0.2133914649532174, + 0.20808601296689594, + 0.20741366801802272, + 0.20693374410179297, + 0.20611168117622825, + 0.19870409590862753, + 0.19822331363236265, + 0.19754153905590527, + 0.19683600381826516, + 0.19279884021330387, + 0.19046717596142448, + 0.18678721132682047, + 0.1858403228316957, + 0.18546659597651677, + 0.18348895975431673, + 0.18134128380807674, + 0.1789861280250052, + 0.1789738780676983, + 0.178870785446672, + 0.1770993166854189, + 0.17682057003277818, + 0.17317821694529437, + 0.17180633913911877, + 0.170175255777211, + 0.1656286760230896, + 0.16533079613881446, + 0.16371794645250204, + 0.16028964554308614, + 0.15893821996076898, + 0.15739490829180317, + 0.1573187532763515, + 0.15603770425512475, + 0.1538895278461777, + 0.14835974307268715, + 0.1467522362334835, + 0.1449825048385707, + 0.14168066508988275, + 0.1393012710363717, + 0.13356109288087142, + 0.13314153815726612, + 0.1317607316688468, + 0.12594731112175278, + 0.12537519347061715, + 0.12428095241213688, + 0.12238417214607851, + 0.12204262581421789, + 0.12203100447429562, + 0.12013714780458792, + 0.11740752407363461, + 0.11724320118617465, + 0.11477202354124241, + 0.11407974382992646, + 0.11294108216369719, + 0.11214726724373217, + 0.11208915937368166, + 0.10523973302012866, + 0.10431797337251231, + 0.10371152675790121, + 0.10231957117683639, + 0.10096136269980406, + 0.1008282254327133, + 0.10037942924474406, + 0.10015968891405354, + 0.09508636768363785, + 0.09124684233415029, + 0.08961459292884938, + 0.08787085604360204, + 0.08758159072961419, + 0.08583502193422272, + 0.08458724250993722, + 0.08426025176107965, + 0.08127905187875735, + 0.08027850184459605, + 0.07980020198564203, + 0.07780724020245891, + 0.07732341812364206, + 0.07663721005563072, + 0.07535806317136545, + 0.0726439446323532, + 0.07162387636488068, + 0.07125121881576847, + 0.07001033021747115, + 0.06804271648063744, + 0.06642833990838184, + 0.0643851572761215, + 0.06318150855374079, + 0.05896211519062326, + 0.057674647212088245, + 0.056069894370748316, + 0.05520477163170628, + 0.05401167853088478, + 0.053808958848836276, + 0.05263617272555069, + 0.0521672130075375, + 0.051037548786597664, + 0.04831811769512993, + 0.04820566682407359, + 0.04686694898214854, + 0.04441961113428919, + 0.04391991102270029, + 0.04181540740852892, + 0.04155439106558087, + 0.039234366823920744, + 0.038899868780649646, + 0.038790496461237924, + 0.0341395953121875, + 0.03272011491522967, + 0.0312481968378582, + 0.02504563184810232, + 0.024879240868054358, + 0.024375282802001862, + 0.023611123685279494, + 0.019719425360984554, + 0.01921070456677896, + 0.01911820013250026, + 0.018627449789109532, + 0.014334131733347227, + 0.013752755255462393, + 0.013615062988230125, + 0.012561389855063254, + 0.011567941844451772, + 0.009650149808461593, + 0.009547679368089975, + 0.009281818667969116, + 0.008587124561717447, + 0.005878871659419498, + 0.005548322274039978, + 0.005261506239945596, + 0.004671391781102574, + 0.004392998445775331, + 0.004236895082847109, + 0.004106799209700278, + 0.0034435747444423103, + 0.0033733964372618603, + 0.0031624393665788896, + 0.003098342158924279, + 0.002756511339916218, + 0.002570702997091523, + 0.002174858814319711, + 0.00181389307227461, + 0.0015986699091709551, + 0.0014875772333782383, + 0.0012977009674400737, + 0.0007775259138481238, + 0.00014395027102298785, + 4.343634601442362e-07, + 1.5099723133451437e-15, + 1.34219761186235e-15, + 1.0066482088967625e-15, + 6.291551305604765e-16, + 5.033241044483812e-16, + 4.613804290776828e-16, + 1.6777470148279374e-16, + 1.6777470148279374e-16, + 1.6777470148279374e-16, + 1.6777470148279374e-16, + 1.6777470148279374e-16, + 1.6777470148279374e-16, + 1.6777470148279374e-16, + 1.258310261120953e-16, + 1.258310261120953e-16, + 4.1943675370698436e-17, + 4.1943675370698436e-17 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 90.54545454545453, + "precision": 90.54545454545453, + "recall": 100.0, + "f1": 95.02796661784835 + }, + "selection": { + "precision": 0.41122437928244143, + "recall": 1.1976047904191618, + "f1": 0.6122156893021028, + "jaccard": 0.3074288330912449 + } + } +} \ No newline at end of file diff --git a/output/regress/Prostate_Cancer/significant_genes_condition_Post-Traumatic_Stress_Disorder.json b/output/regress/Prostate_Cancer/significant_genes_condition_Post-Traumatic_Stress_Disorder.json new file mode 100644 index 0000000000000000000000000000000000000000..e6d718b3461d5f646c5b5ffa24f27bb559bf613c --- /dev/null +++ b/output/regress/Prostate_Cancer/significant_genes_condition_Post-Traumatic_Stress_Disorder.json @@ -0,0 +1,1710 @@ +{ + "significant_genes": { + "Variable": [ + "CT47A1", + "OR1Q1", + "AASS", + "COX7A2L", + "LNP1", + "CHRNB1", + "HSP90AB1", + "MMP7", + "ZNF878", + "ZNF410", + "GOLGA8DP", + "CDH6", + "ZNF578", + "UNC119B", + "HOXC11", + "SPANXA2", + "OOSP2", + "TSPY1", + "HYAL6P", + "PLAGL1", + "SBDSP1", + "OPN4", + "RPH3AL", + "TSPAN10", + "KLK8", + "H1-9P", + "APEX2", + "TCEAL6", + "SLCO6A1", + "C10orf62", + "ANGPTL7", + "GLRA2", + "SLC35F3", + "TMCO2", + "SAFB", + "HOXA3", + "PCDHGC5", + "RPL23AP7", + "CREG2", + "POU3F2", + "TCERG1L", + "TLCD3B", + "ADGRA1", + "SERPINB10", + "CNPY1", + "EFL1", + "WBP2NL", + "A4GNT", + "NPAP1", + "TCHHL1", + "OR7D2", + "HTN3", + "GRAPL", + "INGX", + "OR1L8", + "GLT1D1", + "LCE1C", + "RYBP", + "DQX1", + "GABRR3", + "TAAR8", + "OR52K2", + "PRSS45P", + "OR2T27", + "SLC35G6", + "ALLC", + "GBE1", + "RPL10", + "LELP1", + "FBLN7", + "LRIT1", + "CD55", + "PRAMEF4", + "SLC25A51", + "GTPBP10", + "HCN1", + "HBE1", + "MCM3", + "NIPA2", + "PTENP1", + "FAM181A", + "SPP1", + "SAP30", + "TRIM51", + "HEMGN", + "KLHDC8A", + "CFHR4", + "ALX1", + "CHKA", + "DCAF12L2", + "PPP1R3B", + "C17orf78", + "OR51L1", + "SSX7", + "AVP", + "RRH", + "SLC25A23", + "ERP44", + "CFAP54", + "SLC10A2", + "PABPC1P2", + "FKSG29", + "DLGAP1", + "RBM44", + "TOB1", + "ADCYAP1R1", + "NSG2", + "HMGN3", + "TEX13B", + "OARD1", + "IFNL1", + "CPLX4", + "SPAG11A", + "TERB1", + "FAIM", + "SYCP2", + "TICAM2", + "CTAG2", + "C4orf50", + "NETO1", + "LOC284009", + "FERD3L", + "PLAGL2", + "GTSE1-DT", + "HYKK", + "GLT6D1", + "SLC8A3", + "UMOD", + "GLIPR1L2", + "LIPI", + "DAD1P1", + "SPINK8", + "PASD1", + "NFIB", + "PLET1", + "H2AC1", + "LCE6A", + "ASB8", + "GSTT2", + "RIMBP3C", + "SPRR2B", + "TRIM41", + "SPATA8", + "ASTE1", + "SPTB", + "MUC7", + "TMEM88B", + "HDX", + "TXNIP", + "OTUD7B", + "HEXA-AS1", + "THBS1", + "OR51A4", + "SLC2A11", + "LY6K", + "TBC1D3P2", + "NCOR1P1", + "NIBAN2", + "MAGEA12", + "OR5J2", + "NELFCD", + "HTR2C", + "TPM4", + "PRDM14", + "ALPP", + "RETN", + "PRKRA", + "MIR9-1HG", + "UCA1", + "SDHAF3", + "HAO2", + "SART3", + "DYRK1B", + "CA10", + "KRT37", + "OR13F1", + "OR2J2", + "IL2", + "HIGD2B", + "TBC1D22B", + "CRLF2", + "GSTM1", + "OR51F1", + "CEP43", + "MYO3B", + "PMS2P5", + "F8A1", + "GSTT4", + "PLAT", + "TAF15", + "ST20", + "AP3S2", + "GPR151", + "H3C6", + "NUFIP1", + "NELL1", + "PSORS1C1", + "CDK11A", + "ESPNL", + "CCDC42", + "SNORA68", + "SERPINE3", + "TRPV5", + "FAM227B", + "SPAG6", + "COPS3", + "GGT8P", + "DPPA4", + "ZCRB1", + "PTPRT", + "NMNAT1", + "ATP10A", + "SAGE1", + "GTF2A1L", + "PDYN", + "GPATCH1", + "KRTAP7-1", + "RIT2", + "TTTY8", + "TRAK1", + "ZNF497", + "CNGA2", + "FAM66C", + "ANKRD40CL", + "STBD1", + "EIF4A2", + "CD300LD", + "S100A5", + "FBXO43", + "SIX3", + "BARX2", + "ADAM20", + "OR2B11", + "FLG2", + "CLDN6", + "TDH", + "RXFP2", + "HSD3B1", + "LINC00518", + "SUPT20HL1", + "CSAG1", + "IQCF2", + "ROS1", + "HK2", + "SLC2A12", + "DHH", + "DEFB103B", + "CRYZL1", + "C12orf56", + "OVOL2", + "LOC100192426", + "OR52A1", + "CYP4F11", + "FAM106A", + "USP17L6P", + "HSF5", + "CCDC177", + "SSX1", + "PAGE5", + "H1-3", + "KRTAP10-10", + "DEFB136", + "GLYATL3", + "TEPSIN", + "NEUROD2", + "CRH", + "EQTN", + "PLXNB2", + "AKAP7", + "MRPS18C", + "OPALIN", + "CEP170P1", + "IDI2", + "NAP1L6P", + "SNORA70B", + "ADCYAP1", + "LAIR2", + "TBC1D28", + "NKAIN2", + "GTF2IP1", + "NONO", + "ATXN3L", + "GLRX2", + "IGIP", + "PAPSS1", + "ARL11", + "KRT38", + "MSX2P1", + "ITIH2", + "SOHLH1", + "DEFB113", + "OXT", + "MERTK", + "NTPCR", + "ERC2-IT1", + "CALHM1", + "NUTM1", + "NXF5", + "TYRO3", + "KRTAP10-9", + "CCL15", + "TGM6", + "TCTN2", + "GJB6", + "IFNK", + "H3C4", + "OR1K1", + "P2RX5", + "PPP1R2C", + "KCNQ2", + "FOXD4L3", + "FAM181A-AS1", + "STN1", + "MYLIP", + "RBM23", + "PAGE2B", + "IFNA4", + "PP2D1", + "METTL5", + "SLC35E2B", + "GABRB1", + "OR51B5", + "ADAMTS20", + "GNG3", + "SLC35B2", + "RAMAC", + "RLN3", + "FGF7P6", + "GARIN5B", + "XRCC1", + "LTC4S", + "SLC6A18", + "LOC153910", + "SLC5A12", + "IMPG2", + "RBMXL3", + "MED6", + "NME5", + "CYP46A1", + "ZNF764", + "OR2AG1", + "KHK", + "SNORA29", + "MAGEC2", + "PIK3R3", + "BAGE", + "OR7G1", + "SND1", + "SCARNA10", + "NXPE2", + "VRTN", + "PCDHGA3", + "LIN28B", + "PRSS3", + "TSHR", + "KRTAP4-1", + "KRTAP13-2", + "SCGB1D1", + "OR51F2", + "KCNQ1DN", + "C1QTNF3", + "RPS28", + "HNRNPM", + "C5orf46", + "SLC5A11", + "H4C14", + "CACNA1I", + "IRGC", + "TTC36", + "H2BC1", + "THEM4", + "SLC7A5P1", + "TTLL13", + "IL36B", + "OR2M4", + "PELO", + "REDIC1", + "SERPINB11", + "GATA1", + "FAM209B", + "OR6N2", + "KIR3DX1", + "REG1B", + "SPANXN4", + "OR5M1", + "KREMEN2", + "CIAO1", + "KLC4", + "AJM1", + "IL22", + "PPP2R2C", + "TMEM179", + "MIXL1", + "SPANXB1", + "CHD7", + "SNORA71D", + "CCDC70", + "PPP1R1C", + "CLHC1", + "LINC01565", + "ZFAND2A", + "OR10T2", + "GALNTL5", + "CLYBL", + "SBK2", + "SOX11", + "RNF126P1", + "TYR", + "SOX3", + "OR5F1", + "CSH2", + "MAK16", + "TFAMP1", + "SPANXN2", + "PTER", + "TAS2R30", + "NBR2", + "CCDC116", + "KRTAP10-11", + "F2RL3", + "SNTG1", + "ABCG8", + "TGIF2LX", + "FTSJ3", + "CELA1", + "LOC646813", + "SLC39A12", + "FAM215A", + "PKHD1", + "ATP4A", + "RPH3A", + "METTL8", + "ZIC4", + "SMIM8", + "FAM170A", + "H4C11", + "HDAC9", + "PTPN20", + "KLKB1", + "CYP4F3", + "OR10P1", + "PRAP1", + "HSF2", + "ZNF90", + "LRRC30", + "COLEC11", + "CASP12", + "DEUP1", + "CCNE1", + "SCGB1C1", + "H2BW1", + "RFPL4A", + "KNSTRN", + "SLC7A5", + "TFB1M", + "SEC14L4", + "NKX2-6", + "ZNF727", + "KRTAP9-2", + "ZP4", + "IHH", + "NXF3", + "OR1B1", + "IL1RAPL1", + "RPL9", + "NUP210L", + "KRT33A", + "MAP3K19", + "TBC1D29P", + "WRNIP1", + "LRRC4B", + "WDR64", + "ACOT12", + "SLC12A1", + "SAFB2", + "BTNL2", + "PRAMEF17", + "FAM90A7", + "ZSCAN31", + "OR2M3", + "LINC00200", + "TMPRSS11A", + "FLVCR2", + "PTF1A", + "DIS3", + "CEACAM8", + "RHOXF2B", + "IQCF5", + "VSX2", + "NYAP2", + "PLA2G12B", + "PNPLA3", + "H1-6", + "ZPR1", + "CLLU1-AS1", + "LINC00652", + "CST5", + "TFR2", + "ZNF735", + "FBXO33", + "PAGR1", + "EGR2", + "GPR82", + "LOC407835", + "SLC4A10", + "LY6G6E", + "RRP7A", + "FAS", + "BMX", + "AKR7A2P1", + "ZNF227", + "MAPK10", + "TRPM1", + "OR52M1", + "TUBB8", + "BEND2", + "C5orf47", + "C10orf53", + "IGSF21", + "ECHDC1", + "MTMR7", + "NCR2", + "POU5F2", + "STH", + "CHST4", + "RHEBL1", + "PRR20A", + "GAGE2E", + "ZMYND12", + "CFAP74", + "FAM27E5", + "HAUS2", + "DEFB106A", + "KRTAP19-2", + "SPATA31E1", + "TREML5P", + "RBMY1B", + "OR5H15", + "SNAR-A13", + "OCM2", + "SNORA11C", + "OR2AK2", + "SNORD103A", + "LCE2D", + "KRT32", + "PRR20B", + "RBMY1F", + "LCE3B", + "KRTAP19-4", + "SNAR-A3", + "SNORD115-20", + "SNORD11B", + "SNORD16", + "SNORD67", + "SNORD116-19", + "SNORD88C", + "SNORD9", + "SNAR-G2", + "SNAR-H", + "SNAR-C3", + "KRTAP22-1", + "KRTAP20-3" + ], + "Coefficient": [ + -5.823638792187464, + -3.113588289104541, + -2.9698318820955167, + 2.8522959871540787, + 2.761257647107276, + 2.6456387118326554, + 2.5618231071751545, + 2.3985873010422925, + -2.2642656986839533, + -2.2304070122487425, + 2.216085077517302, + 2.1918844454878434, + 2.0946619682419683, + 2.067737028755857, + 2.028495333926936, + -1.9552600803040483, + -1.899604389805953, + 1.8574429987015353, + 1.8466172778293783, + 1.8034759559310563, + -1.7896124019008322, + 1.7519494262346262, + 1.7416027764026967, + 1.7287988857703407, + -1.716972263018327, + 1.708695107463232, + 1.6597004265344357, + 1.654859738517074, + -1.624121662199359, + -1.6240574164170223, + -1.613195660066011, + -1.5765272927874698, + 1.5721975499474958, + -1.5590269243868407, + 1.5560502619013983, + 1.5419322722406805, + -1.5255582789211284, + 1.5122688793903176, + -1.5057599051742856, + -1.5022154009086806, + 1.4853129226254513, + -1.4744105707752717, + -1.4512965588547333, + -1.4495454604884646, + -1.4488861418911831, + 1.442356096018829, + -1.4234494759469611, + 1.4094637127000607, + -1.4083810297297983, + 1.3882112774208453, + -1.3646429047917177, + 1.3477238844857824, + 1.3464095690671598, + -1.3455690135861331, + -1.3403412438674698, + -1.2908868746564424, + 1.2771932896647877, + 1.2679281695806344, + -1.247372525225592, + -1.2466856647842677, + 1.2422832416943284, + 1.2354340180186147, + -1.233301539131992, + -1.2252270315422875, + 1.1950628041568416, + -1.1935628023631784, + 1.19225331076341, + 1.191056891014654, + -1.1895685060477954, + -1.1875258426567172, + -1.1775992876880754, + -1.172128966618842, + -1.1672571491265122, + 1.1659171951401308, + -1.1633610628614133, + -1.16100731061349, + 1.1604600405970178, + 1.1572641394680407, + -1.1559861229573225, + -1.1516485343120957, + -1.1474070619322727, + -1.1459494538131139, + 1.143914816376153, + -1.130608343294715, + -1.1295138025542595, + -1.1255271578476407, + 1.1236702519656787, + 1.1200642994841512, + 1.111290856749088, + -1.0902547001240128, + -1.0839599537855888, + 1.073587824725173, + 1.0620221180300955, + -1.0616574387251285, + 1.057889500348834, + 1.0570158854103475, + -1.0520936367481724, + 1.0495930324649108, + 1.0486614702004826, + -1.0440721696994957, + 1.0435670559375105, + -1.0431027539719082, + 1.0384672980211662, + 1.0344211042756695, + 1.0329779990010197, + -1.0293276163220657, + -1.0179487942049046, + 1.0175522314298535, + -1.0125397908278793, + 1.0085710419489753, + 1.0074190839572004, + 0.9960987206964376, + 0.9877387230424677, + -0.9861699880298788, + 0.9625082561573758, + -0.952908468770305, + 0.9448365976071486, + 0.9376933435239132, + 0.9371995190320132, + -0.9295206866614525, + -0.9271297714543797, + -0.9265040077456465, + -0.9193097329953658, + 0.9176102617485702, + -0.9134748447867183, + 0.9069603518094768, + 0.9033231926122994, + 0.8991271448920339, + 0.8870307548135188, + -0.8846596423010316, + -0.8816156496297146, + -0.8811176637158318, + -0.878139808963714, + 0.8770589703484853, + -0.8716988434510728, + 0.870706049898382, + 0.8692143518234692, + 0.8657311759482428, + -0.8622456129251003, + 0.8543221530579296, + -0.8407273824461051, + 0.8365380515232752, + -0.8287387277691864, + -0.8275380074709969, + 0.8260366008434844, + -0.8201052905511726, + -0.8171480404301791, + 0.8135889628556067, + 0.7977977862403581, + 0.7962407324778316, + 0.7961864750051232, + -0.7900083581664673, + 0.7891985871358725, + 0.7886640159475117, + 0.7847685582314728, + 0.7767047350593791, + 0.7737191313020804, + 0.7705698059541685, + 0.7702808129712998, + 0.7602154662067777, + 0.7578495068496154, + 0.7552265264357794, + -0.7542414411522276, + -0.7318282851056882, + -0.731106798889463, + -0.7275326734582597, + -0.7261482919805263, + -0.7255858200369211, + 0.7251639176971686, + 0.7243198245238286, + -0.7228762871208019, + 0.7182083110433793, + 0.7159573954247331, + 0.7147756391152683, + 0.7072553549269717, + 0.7068614308951432, + -0.6921481158284201, + 0.6918274629019373, + -0.6893502961882845, + 0.6888661573919848, + 0.6883230213678907, + -0.6725235873106267, + 0.6703568836248105, + 0.6689311009943827, + -0.6674673375345502, + -0.6647380900059262, + 0.6592154937720244, + 0.6578490948920683, + -0.6569323960620859, + 0.6532314851801218, + 0.6519676922922233, + -0.6463316266665364, + -0.6415159463225878, + 0.6388432284754634, + -0.6375696957052338, + 0.6340781123017336, + -0.632291372532165, + 0.6299246942780731, + -0.6271915116989383, + -0.6249778339671312, + 0.6217212553929435, + 0.6210777130690487, + 0.6193311443775219, + 0.615364882648687, + 0.6122953558133825, + -0.6066981722452468, + 0.6062922605739091, + -0.6031992478646309, + -0.5975817028391073, + 0.5965040944554834, + 0.590750611087234, + -0.589369604461169, + -0.5873627434526291, + 0.5868468549067981, + 0.580094099214874, + -0.5706311024395576, + -0.5696313850137912, + 0.5693969326803606, + 0.5673479973961475, + -0.5567622871409397, + 0.5560826660490226, + 0.5547801057548841, + -0.5513063006266314, + -0.5512421811326355, + -0.5498339841794441, + 0.5497684155828328, + -0.5490397437289462, + -0.5474071049408025, + 0.5466483300248163, + 0.5455935579901876, + 0.5432494536452556, + 0.5417880320192392, + -0.5408976840002878, + 0.5382106853068843, + -0.5375320415198901, + -0.5353174779716328, + -0.5313324911385532, + -0.5306254262279464, + 0.5283321132481541, + -0.5234167795028295, + 0.5200663452612293, + -0.5177881390284643, + 0.5176584796458763, + -0.516743205420948, + 0.5152289457813481, + 0.5130513617919001, + 0.5109480636643807, + -0.5104932097627277, + 0.5104169121428542, + 0.5083070023669997, + 0.506067433784595, + 0.5034919855775898, + -0.4975360865348271, + 0.49612741767398433, + 0.4946804882239018, + 0.4936299999332447, + -0.4901196862198842, + 0.48665082810503285, + 0.48627589786319714, + 0.48312073228091373, + -0.47923089122617774, + 0.4791848391646163, + -0.47375762433996477, + 0.47256597947133944, + -0.4724033956030015, + 0.46939622878050663, + 0.46475734256086176, + 0.46049981382570304, + 0.4553909694160454, + -0.45071999128249957, + -0.4493628773979703, + -0.44733062364931825, + -0.44724504377268487, + 0.4432255507628729, + 0.44174401912879024, + 0.44138079222656823, + -0.4363313004685119, + 0.43235251019127496, + 0.431201593036191, + -0.4274058736996909, + 0.4250835713773114, + 0.42489767222985964, + 0.42268968318685063, + 0.422543792868642, + 0.42149033934777846, + 0.4185153719164632, + 0.4152268320143273, + -0.4098754808908998, + 0.4097065919672076, + 0.408251777141221, + 0.4058931082087536, + -0.40489511027405845, + 0.40482560645213705, + -0.4032152539691474, + -0.40060691041886254, + -0.39701460865965543, + 0.3963810520993888, + 0.3956822871616784, + -0.39498019848098814, + 0.39428542340389167, + 0.39078546826066, + 0.3901789225249334, + 0.3874920251182579, + -0.38741789682929917, + 0.38581957579487774, + 0.38449243450140486, + 0.3840483956210588, + -0.3819587577815165, + -0.3783202332671905, + -0.3768947567784194, + -0.37663990133528125, + -0.37245049974230654, + -0.37142743776095044, + 0.3692157565711992, + 0.3670869274730542, + 0.3664458549934269, + 0.3648753886702632, + 0.36478691526082735, + -0.3610060597794182, + 0.36046018862639, + 0.35725866930159195, + 0.3545052831984777, + -0.3501620184650547, + -0.3489923789994874, + 0.348838943212865, + 0.3470764402383946, + 0.3469557801959096, + -0.3384823808342675, + -0.3371906104530031, + 0.33680555029916587, + 0.3327304600454467, + 0.33187871411311115, + -0.33048602650788256, + -0.32616752605925753, + 0.32251566044786023, + 0.3219630169746156, + -0.3201663151269504, + 0.3199538175119128, + -0.31395629637127276, + 0.313644921734189, + 0.31288769453723475, + -0.3103802014161698, + 0.30989424110412445, + 0.3095833250568857, + 0.3057777383259892, + 0.2983452478811668, + -0.2934351078571221, + 0.28542378616538866, + 0.28523425551095555, + -0.28474813302041185, + 0.28465838140338123, + -0.2829485587286775, + -0.28183858978758847, + -0.2773674088338034, + -0.2757753629581156, + -0.2755082119204579, + -0.2734024935913046, + -0.27080102865954553, + 0.2603488304077011, + -0.2566177220507434, + -0.2551210098880193, + 0.25103797079768436, + 0.25079476316670757, + 0.2470852248853276, + 0.2467504184462835, + 0.24594768712084913, + -0.24424711340352095, + -0.23899412273685378, + 0.23738484001195148, + 0.22908961289416002, + -0.22788806886561894, + 0.22774773981387075, + -0.226874314841239, + 0.2260870365237396, + -0.22495625974154618, + 0.2217859645607902, + 0.2193645918811852, + -0.21839968036606483, + 0.21809707519762325, + -0.21533054296269633, + -0.2150804083522452, + 0.213655272906, + -0.2136020826944477, + -0.21076094557121464, + -0.20866091249132723, + 0.20665218407611172, + -0.2055798947549206, + 0.20171954469763584, + 0.20060392417255885, + -0.19843388726891004, + -0.19820588715884715, + -0.1979550485991164, + 0.19794500885923785, + -0.19720661970231365, + 0.19571949122017177, + 0.1956372818172111, + 0.19523391852487776, + 0.19438144474370628, + -0.19110964172046516, + -0.19081009401951884, + -0.1865825628409122, + -0.18127709564966565, + 0.18092295872556746, + -0.17993655902371616, + 0.17986273337705905, + 0.17774702550526117, + -0.17760021574277227, + -0.17703638869654229, + -0.17504409064058227, + -0.1733485808538541, + -0.17111580578560917, + -0.16934797459870288, + -0.16595334970874243, + 0.16547307869986339, + 0.16138856461020928, + -0.1608523873521285, + -0.16054450708962967, + -0.1582813444002942, + 0.1572164126902312, + -0.15229379258731732, + 0.15133126552171325, + -0.147684127152191, + 0.14376628007003656, + 0.14373473829576933, + -0.14350423017299385, + 0.1394308446797348, + 0.13894092725677634, + -0.13468566885976457, + 0.13443097429671322, + -0.1322040501984442, + -0.13132176585813848, + -0.1311653560284662, + -0.13088491443281944, + 0.13072809799158802, + 0.12987685169735533, + -0.1284274282044725, + 0.12819015237571357, + 0.12734856878708933, + 0.12578901603888445, + 0.12470872577994704, + -0.12416809501593538, + -0.11928911908008319, + 0.11730121789676373, + -0.11562616378063865, + 0.10996170573802026, + -0.10831180932366162, + 0.1074751392578185, + 0.107469490119437, + -0.10305714962795313, + 0.10238675256820282, + -0.10169287622913925, + -0.10034645789357345, + 0.09822085757255762, + -0.09774221186015711, + 0.09762232148507309, + 0.09740904648179781, + -0.09491737813761363, + -0.09433452640285746, + -0.0940599521043302, + 0.09385259265492392, + 0.09385060583533927, + -0.09263872888506347, + 0.0920591099319579, + -0.09029198873251591, + -0.08976917256242303, + -0.08954942494263268, + -0.08454024560476049, + 0.08055896012519859, + 0.0799097783846349, + 0.07875758600359048, + 0.0765781744183032, + 0.0756109233637719, + 0.07391021437580912, + 0.07256015678087192, + 0.07175531743325762, + -0.06986070135067304, + 0.06840147316602765, + -0.06782961666754399, + -0.06760093940145862, + 0.06659633803185833, + 0.06494726045208564, + 0.0638020362376685, + -0.06293909840344235, + -0.06267821331975106, + -0.06250706113959553, + 0.06147439188233975, + -0.06097002269450242, + -0.0608827230319837, + -0.05986815244469263, + -0.058420130105353865, + -0.05072905109940604, + -0.050415966901753685, + 0.05040738206162244, + -0.04957225603490838, + -0.048318916497879984, + -0.04648227556189088, + -0.04570078436428473, + -0.04129406460133755, + 0.04016744405749903, + -0.039559558518449285, + 0.03526272009620624, + -0.03384584675424518, + 0.031159740107729476, + -0.030419185965275094, + 0.029084210057463217, + -0.028724551842933387, + 0.027243043613202702, + -0.026714194684086468, + -0.026601856434363864, + 0.024664205561991163, + 0.0233860276108645, + -0.023318369424322815, + -0.022946797998009208, + 0.021374499130582342, + -0.020992267785999247, + -0.017482291084939792, + 0.01728496785030666, + -0.01717260168547158, + -0.01632735161264248, + 0.014381664179696121, + -0.01388792785584435, + 0.013631259960418654, + -0.013483045490629286, + -0.01313112988653506, + -0.011451130707544839, + 0.00868296430296314, + 0.006701473057428002, + -0.00593136213126003, + 0.005229725525083844, + 0.004596950642625684, + 0.004399416019383986, + -0.002000628877451144, + 0.001875104729064604, + -0.0011376404027909153, + -0.0009708011463359249, + -0.0008782439096467691, + 0.0004920956599428581, + -0.0002910825405760615, + -0.00018730290646223262, + 0.00010182420373294438, + 8.095077199613208e-05, + -7.20358130642814e-05, + 2.884742967687558e-05, + -1.4601539005334623e-05, + 1.4077532611873192e-05, + -2.4327331715005095e-15, + 1.6358033394572391e-15, + 1.1744229103795562e-15, + -7.969298320432703e-16, + -5.452677798190797e-16, + 3.355494029655875e-16, + -1.6777470148279374e-16, + 1.6777470148279374e-16, + -1.6777470148279374e-16, + -1.6777470148279374e-16, + 1.6777470148279374e-16, + 1.6777470148279374e-16, + -1.258310261120953e-16, + 1.258310261120953e-16, + -1.258310261120953e-16, + 1.258310261120953e-16, + -1.258310261120953e-16 + ], + "Absolute Coefficient": [ + 5.823638792187464, + 3.113588289104541, + 2.9698318820955167, + 2.8522959871540787, + 2.761257647107276, + 2.6456387118326554, + 2.5618231071751545, + 2.3985873010422925, + 2.2642656986839533, + 2.2304070122487425, + 2.216085077517302, + 2.1918844454878434, + 2.0946619682419683, + 2.067737028755857, + 2.028495333926936, + 1.9552600803040483, + 1.899604389805953, + 1.8574429987015353, + 1.8466172778293783, + 1.8034759559310563, + 1.7896124019008322, + 1.7519494262346262, + 1.7416027764026967, + 1.7287988857703407, + 1.716972263018327, + 1.708695107463232, + 1.6597004265344357, + 1.654859738517074, + 1.624121662199359, + 1.6240574164170223, + 1.613195660066011, + 1.5765272927874698, + 1.5721975499474958, + 1.5590269243868407, + 1.5560502619013983, + 1.5419322722406805, + 1.5255582789211284, + 1.5122688793903176, + 1.5057599051742856, + 1.5022154009086806, + 1.4853129226254513, + 1.4744105707752717, + 1.4512965588547333, + 1.4495454604884646, + 1.4488861418911831, + 1.442356096018829, + 1.4234494759469611, + 1.4094637127000607, + 1.4083810297297983, + 1.3882112774208453, + 1.3646429047917177, + 1.3477238844857824, + 1.3464095690671598, + 1.3455690135861331, + 1.3403412438674698, + 1.2908868746564424, + 1.2771932896647877, + 1.2679281695806344, + 1.247372525225592, + 1.2466856647842677, + 1.2422832416943284, + 1.2354340180186147, + 1.233301539131992, + 1.2252270315422875, + 1.1950628041568416, + 1.1935628023631784, + 1.19225331076341, + 1.191056891014654, + 1.1895685060477954, + 1.1875258426567172, + 1.1775992876880754, + 1.172128966618842, + 1.1672571491265122, + 1.1659171951401308, + 1.1633610628614133, + 1.16100731061349, + 1.1604600405970178, + 1.1572641394680407, + 1.1559861229573225, + 1.1516485343120957, + 1.1474070619322727, + 1.1459494538131139, + 1.143914816376153, + 1.130608343294715, + 1.1295138025542595, + 1.1255271578476407, + 1.1236702519656787, + 1.1200642994841512, + 1.111290856749088, + 1.0902547001240128, + 1.0839599537855888, + 1.073587824725173, + 1.0620221180300955, + 1.0616574387251285, + 1.057889500348834, + 1.0570158854103475, + 1.0520936367481724, + 1.0495930324649108, + 1.0486614702004826, + 1.0440721696994957, + 1.0435670559375105, + 1.0431027539719082, + 1.0384672980211662, + 1.0344211042756695, + 1.0329779990010197, + 1.0293276163220657, + 1.0179487942049046, + 1.0175522314298535, + 1.0125397908278793, + 1.0085710419489753, + 1.0074190839572004, + 0.9960987206964376, + 0.9877387230424677, + 0.9861699880298788, + 0.9625082561573758, + 0.952908468770305, + 0.9448365976071486, + 0.9376933435239132, + 0.9371995190320132, + 0.9295206866614525, + 0.9271297714543797, + 0.9265040077456465, + 0.9193097329953658, + 0.9176102617485702, + 0.9134748447867183, + 0.9069603518094768, + 0.9033231926122994, + 0.8991271448920339, + 0.8870307548135188, + 0.8846596423010316, + 0.8816156496297146, + 0.8811176637158318, + 0.878139808963714, + 0.8770589703484853, + 0.8716988434510728, + 0.870706049898382, + 0.8692143518234692, + 0.8657311759482428, + 0.8622456129251003, + 0.8543221530579296, + 0.8407273824461051, + 0.8365380515232752, + 0.8287387277691864, + 0.8275380074709969, + 0.8260366008434844, + 0.8201052905511726, + 0.8171480404301791, + 0.8135889628556067, + 0.7977977862403581, + 0.7962407324778316, + 0.7961864750051232, + 0.7900083581664673, + 0.7891985871358725, + 0.7886640159475117, + 0.7847685582314728, + 0.7767047350593791, + 0.7737191313020804, + 0.7705698059541685, + 0.7702808129712998, + 0.7602154662067777, + 0.7578495068496154, + 0.7552265264357794, + 0.7542414411522276, + 0.7318282851056882, + 0.731106798889463, + 0.7275326734582597, + 0.7261482919805263, + 0.7255858200369211, + 0.7251639176971686, + 0.7243198245238286, + 0.7228762871208019, + 0.7182083110433793, + 0.7159573954247331, + 0.7147756391152683, + 0.7072553549269717, + 0.7068614308951432, + 0.6921481158284201, + 0.6918274629019373, + 0.6893502961882845, + 0.6888661573919848, + 0.6883230213678907, + 0.6725235873106267, + 0.6703568836248105, + 0.6689311009943827, + 0.6674673375345502, + 0.6647380900059262, + 0.6592154937720244, + 0.6578490948920683, + 0.6569323960620859, + 0.6532314851801218, + 0.6519676922922233, + 0.6463316266665364, + 0.6415159463225878, + 0.6388432284754634, + 0.6375696957052338, + 0.6340781123017336, + 0.632291372532165, + 0.6299246942780731, + 0.6271915116989383, + 0.6249778339671312, + 0.6217212553929435, + 0.6210777130690487, + 0.6193311443775219, + 0.615364882648687, + 0.6122953558133825, + 0.6066981722452468, + 0.6062922605739091, + 0.6031992478646309, + 0.5975817028391073, + 0.5965040944554834, + 0.590750611087234, + 0.589369604461169, + 0.5873627434526291, + 0.5868468549067981, + 0.580094099214874, + 0.5706311024395576, + 0.5696313850137912, + 0.5693969326803606, + 0.5673479973961475, + 0.5567622871409397, + 0.5560826660490226, + 0.5547801057548841, + 0.5513063006266314, + 0.5512421811326355, + 0.5498339841794441, + 0.5497684155828328, + 0.5490397437289462, + 0.5474071049408025, + 0.5466483300248163, + 0.5455935579901876, + 0.5432494536452556, + 0.5417880320192392, + 0.5408976840002878, + 0.5382106853068843, + 0.5375320415198901, + 0.5353174779716328, + 0.5313324911385532, + 0.5306254262279464, + 0.5283321132481541, + 0.5234167795028295, + 0.5200663452612293, + 0.5177881390284643, + 0.5176584796458763, + 0.516743205420948, + 0.5152289457813481, + 0.5130513617919001, + 0.5109480636643807, + 0.5104932097627277, + 0.5104169121428542, + 0.5083070023669997, + 0.506067433784595, + 0.5034919855775898, + 0.4975360865348271, + 0.49612741767398433, + 0.4946804882239018, + 0.4936299999332447, + 0.4901196862198842, + 0.48665082810503285, + 0.48627589786319714, + 0.48312073228091373, + 0.47923089122617774, + 0.4791848391646163, + 0.47375762433996477, + 0.47256597947133944, + 0.4724033956030015, + 0.46939622878050663, + 0.46475734256086176, + 0.46049981382570304, + 0.4553909694160454, + 0.45071999128249957, + 0.4493628773979703, + 0.44733062364931825, + 0.44724504377268487, + 0.4432255507628729, + 0.44174401912879024, + 0.44138079222656823, + 0.4363313004685119, + 0.43235251019127496, + 0.431201593036191, + 0.4274058736996909, + 0.4250835713773114, + 0.42489767222985964, + 0.42268968318685063, + 0.422543792868642, + 0.42149033934777846, + 0.4185153719164632, + 0.4152268320143273, + 0.4098754808908998, + 0.4097065919672076, + 0.408251777141221, + 0.4058931082087536, + 0.40489511027405845, + 0.40482560645213705, + 0.4032152539691474, + 0.40060691041886254, + 0.39701460865965543, + 0.3963810520993888, + 0.3956822871616784, + 0.39498019848098814, + 0.39428542340389167, + 0.39078546826066, + 0.3901789225249334, + 0.3874920251182579, + 0.38741789682929917, + 0.38581957579487774, + 0.38449243450140486, + 0.3840483956210588, + 0.3819587577815165, + 0.3783202332671905, + 0.3768947567784194, + 0.37663990133528125, + 0.37245049974230654, + 0.37142743776095044, + 0.3692157565711992, + 0.3670869274730542, + 0.3664458549934269, + 0.3648753886702632, + 0.36478691526082735, + 0.3610060597794182, + 0.36046018862639, + 0.35725866930159195, + 0.3545052831984777, + 0.3501620184650547, + 0.3489923789994874, + 0.348838943212865, + 0.3470764402383946, + 0.3469557801959096, + 0.3384823808342675, + 0.3371906104530031, + 0.33680555029916587, + 0.3327304600454467, + 0.33187871411311115, + 0.33048602650788256, + 0.32616752605925753, + 0.32251566044786023, + 0.3219630169746156, + 0.3201663151269504, + 0.3199538175119128, + 0.31395629637127276, + 0.313644921734189, + 0.31288769453723475, + 0.3103802014161698, + 0.30989424110412445, + 0.3095833250568857, + 0.3057777383259892, + 0.2983452478811668, + 0.2934351078571221, + 0.28542378616538866, + 0.28523425551095555, + 0.28474813302041185, + 0.28465838140338123, + 0.2829485587286775, + 0.28183858978758847, + 0.2773674088338034, + 0.2757753629581156, + 0.2755082119204579, + 0.2734024935913046, + 0.27080102865954553, + 0.2603488304077011, + 0.2566177220507434, + 0.2551210098880193, + 0.25103797079768436, + 0.25079476316670757, + 0.2470852248853276, + 0.2467504184462835, + 0.24594768712084913, + 0.24424711340352095, + 0.23899412273685378, + 0.23738484001195148, + 0.22908961289416002, + 0.22788806886561894, + 0.22774773981387075, + 0.226874314841239, + 0.2260870365237396, + 0.22495625974154618, + 0.2217859645607902, + 0.2193645918811852, + 0.21839968036606483, + 0.21809707519762325, + 0.21533054296269633, + 0.2150804083522452, + 0.213655272906, + 0.2136020826944477, + 0.21076094557121464, + 0.20866091249132723, + 0.20665218407611172, + 0.2055798947549206, + 0.20171954469763584, + 0.20060392417255885, + 0.19843388726891004, + 0.19820588715884715, + 0.1979550485991164, + 0.19794500885923785, + 0.19720661970231365, + 0.19571949122017177, + 0.1956372818172111, + 0.19523391852487776, + 0.19438144474370628, + 0.19110964172046516, + 0.19081009401951884, + 0.1865825628409122, + 0.18127709564966565, + 0.18092295872556746, + 0.17993655902371616, + 0.17986273337705905, + 0.17774702550526117, + 0.17760021574277227, + 0.17703638869654229, + 0.17504409064058227, + 0.1733485808538541, + 0.17111580578560917, + 0.16934797459870288, + 0.16595334970874243, + 0.16547307869986339, + 0.16138856461020928, + 0.1608523873521285, + 0.16054450708962967, + 0.1582813444002942, + 0.1572164126902312, + 0.15229379258731732, + 0.15133126552171325, + 0.147684127152191, + 0.14376628007003656, + 0.14373473829576933, + 0.14350423017299385, + 0.1394308446797348, + 0.13894092725677634, + 0.13468566885976457, + 0.13443097429671322, + 0.1322040501984442, + 0.13132176585813848, + 0.1311653560284662, + 0.13088491443281944, + 0.13072809799158802, + 0.12987685169735533, + 0.1284274282044725, + 0.12819015237571357, + 0.12734856878708933, + 0.12578901603888445, + 0.12470872577994704, + 0.12416809501593538, + 0.11928911908008319, + 0.11730121789676373, + 0.11562616378063865, + 0.10996170573802026, + 0.10831180932366162, + 0.1074751392578185, + 0.107469490119437, + 0.10305714962795313, + 0.10238675256820282, + 0.10169287622913925, + 0.10034645789357345, + 0.09822085757255762, + 0.09774221186015711, + 0.09762232148507309, + 0.09740904648179781, + 0.09491737813761363, + 0.09433452640285746, + 0.0940599521043302, + 0.09385259265492392, + 0.09385060583533927, + 0.09263872888506347, + 0.0920591099319579, + 0.09029198873251591, + 0.08976917256242303, + 0.08954942494263268, + 0.08454024560476049, + 0.08055896012519859, + 0.0799097783846349, + 0.07875758600359048, + 0.0765781744183032, + 0.0756109233637719, + 0.07391021437580912, + 0.07256015678087192, + 0.07175531743325762, + 0.06986070135067304, + 0.06840147316602765, + 0.06782961666754399, + 0.06760093940145862, + 0.06659633803185833, + 0.06494726045208564, + 0.0638020362376685, + 0.06293909840344235, + 0.06267821331975106, + 0.06250706113959553, + 0.06147439188233975, + 0.06097002269450242, + 0.0608827230319837, + 0.05986815244469263, + 0.058420130105353865, + 0.05072905109940604, + 0.050415966901753685, + 0.05040738206162244, + 0.04957225603490838, + 0.048318916497879984, + 0.04648227556189088, + 0.04570078436428473, + 0.04129406460133755, + 0.04016744405749903, + 0.039559558518449285, + 0.03526272009620624, + 0.03384584675424518, + 0.031159740107729476, + 0.030419185965275094, + 0.029084210057463217, + 0.028724551842933387, + 0.027243043613202702, + 0.026714194684086468, + 0.026601856434363864, + 0.024664205561991163, + 0.0233860276108645, + 0.023318369424322815, + 0.022946797998009208, + 0.021374499130582342, + 0.020992267785999247, + 0.017482291084939792, + 0.01728496785030666, + 0.01717260168547158, + 0.01632735161264248, + 0.014381664179696121, + 0.01388792785584435, + 0.013631259960418654, + 0.013483045490629286, + 0.01313112988653506, + 0.011451130707544839, + 0.00868296430296314, + 0.006701473057428002, + 0.00593136213126003, + 0.005229725525083844, + 0.004596950642625684, + 0.004399416019383986, + 0.002000628877451144, + 0.001875104729064604, + 0.0011376404027909153, + 0.0009708011463359249, + 0.0008782439096467691, + 0.0004920956599428581, + 0.0002910825405760615, + 0.00018730290646223262, + 0.00010182420373294438, + 8.095077199613208e-05, + 7.20358130642814e-05, + 2.884742967687558e-05, + 1.4601539005334623e-05, + 1.4077532611873192e-05, + 2.4327331715005095e-15, + 1.6358033394572391e-15, + 1.1744229103795562e-15, + 7.969298320432703e-16, + 5.452677798190797e-16, + 3.355494029655875e-16, + 1.6777470148279374e-16, + 1.6777470148279374e-16, + 1.6777470148279374e-16, + 1.6777470148279374e-16, + 1.6777470148279374e-16, + 1.6777470148279374e-16, + 1.258310261120953e-16, + 1.258310261120953e-16, + 1.258310261120953e-16, + 1.258310261120953e-16, + 1.258310261120953e-16 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 90.54545454545453, + "precision": 90.54545454545453, + "recall": 100.0, + "f1": 95.02796661784835 + }, + "selection": { + "precision": 0.5835546640040763, + "recall": 1.6766467065868262, + "f1": 0.8657137341406205, + "jaccard": 0.43516100692990173 + } + } +} \ No newline at end of file diff --git a/output/regress/Prostate_Cancer/significant_genes_condition_Psoriasis.json b/output/regress/Prostate_Cancer/significant_genes_condition_Psoriasis.json new file mode 100644 index 0000000000000000000000000000000000000000..31ecfe306b04d3f7bfcc0c987b5762d07841a9fb --- /dev/null +++ b/output/regress/Prostate_Cancer/significant_genes_condition_Psoriasis.json @@ -0,0 +1,1047 @@ +{ + "significant_genes": { + "Variable": [ + "CT47A1", + "COX7A2L", + "HYAL6P", + "AASS", + "ZNF410", + "OR1Q1", + "GTPBP10", + "MMP7", + "NETO1", + "HOXC11", + "ZNF878", + "ZNF578", + "SPANXA2", + "TSPY1", + "TCERG1L", + "GABRR3", + "PLAGL1", + "CHRNB1", + "GOLGA8DP", + "HCN1", + "CTAG2", + "OR51L1", + "RPL23AP7", + "C10orf62", + "OOSP2", + "FKSG29", + "CFHR4", + "ANGPTL7", + "A4GNT", + "OR2J2", + "H1-9P", + "CD300LD", + "GLT6D1", + "CFAP54", + "CEP43", + "LNP1", + "H2AC1", + "ALX1", + "KIR3DX1", + "LIPI", + "TXNIP", + "PRSS45P", + "LCE1C", + "HSD3B1", + "DEFB113", + "GSTT4", + "TMCO2", + "SERPINB10", + "GLT1D1", + "SLC35G6", + "FBLN7", + "SOHLH1", + "OR2T27", + "LRIT1", + "ZNF727", + "TAAR8", + "FOXD4L3", + "GRAPL", + "DEFB103B", + "NPAP1", + "TRIM51", + "MCM3", + "UNC119B", + "ANKRD34C", + "ADGRA1", + "LINC00518", + "MUC7", + "NEUROD2", + "GTSE1-DT", + "PDYN", + "TBPL1", + "OR51F1", + "REG1B", + "LY6K", + "INGX", + "SBK2", + "TTTY8", + "IL2", + "DQX1", + "AVP", + "GSTM1", + "H3C8", + "CSAG1", + "NFIB", + "C4orf50", + "GPR151", + "OR7C2", + "PRDM14", + "TICAM2", + "BTN3A3", + "SAFB", + "HAO2", + "OARD1", + "HOXA3", + "HTN3", + "OPN4", + "CFAP74", + "OR2AK2", + "TSPAN10", + "LFNG", + "HYKK", + "ATXN3L", + "KLC4", + "SLCO6A1", + "UGT1A5", + "ZMYND12", + "FAM181A", + "H1-3", + "RPL10", + "C17orf78", + "RRH", + "GSTT2", + "SNORA70B", + "BPIFC", + "RLN3", + "HBE1", + "FAM106A", + "POU3F2", + "C1QTNF3", + "ERC2-IT1", + "HIGD2B", + "SNORA32", + "CRLF2", + "H4C6", + "OR1L8", + "SYCP2", + "NIPA2", + "LIN28B", + "SPAG11A", + "MAGEA12", + "KRT37", + "NEUROD4", + "H3C6", + "HMGA2", + "DAD1P1", + "NCOR1P1", + "FERD3L", + "HTR2C", + "SBDSP1", + "OPALIN", + "PDHA2", + "SPANXN2", + "UPP2", + "OR13F1", + "PRAMEF4", + "APEX2", + "GLRA2", + "CNPY1", + "PLET1", + "KRTAP10-9", + "GGT8P", + "FAIM", + "GTF2A1L", + "SART3", + "SNORA29", + "HSF5", + "WBP2NL", + "AP3S2", + "RBM44", + "OR2B11", + "RYBP", + "LELP1", + "UMOD", + "LRRC4B", + "CASP12", + "CREG2", + "IFNL1", + "SLC5A12", + "SERHL", + "PCDHGA3", + "SYNGR4", + "RPS28", + "ALLC", + "KRT76", + "OR2F1", + "KCNQ1DN", + "USP17L6P", + "ARL11", + "RPH3AL", + "PLAT", + "TYRO3", + "TBC1D29P", + "SLC7A5P1", + "KLHDC8A", + "MAPK10", + "PELO", + "OR52K2", + "METTL8", + "TFAMP1", + "GLIPR1L2", + "IRGC", + "OR51F2", + "SERPINB11", + "MROH2B", + "MYO3B", + "FNTB", + "CDH6", + "SSX7", + "TBC1D3P2", + "CYP4F11", + "LOC284009", + "KIF2B", + "OR2A14", + "HEMGN", + "OR52A1", + "MIXL1", + "FGF7P6", + "TRAK1", + "WHAMM", + "SLC35F3", + "FTSJ3", + "CACNG6", + "LAIR2", + "PNPLA3", + "CNGA2", + "SLC35E2B", + "TERB1", + "LCE6A", + "ZNF764", + "OR51A4", + "SPATA8", + "CST5", + "SNORA38B", + "CPA4", + "BARX2", + "TRIM41", + "TLCD3B", + "RETN", + "SP7", + "CPLX4", + "WDR64", + "TOB1", + "NSG2", + "REDIC1", + "PPP1R1C", + "STATH", + "IFNA4", + "NBR2", + "NAP1L6P", + "COL20A1", + "TSHR", + "KRTAP12-1", + "RBMXL3", + "ADCYAP1", + "KREMEN2", + "CETN1", + "TAS2R30", + "TEX36", + "EQTN", + "IFNK", + "PAPSS1", + "HDX", + "SCARNA18", + "COLEC11", + "CCDC177", + "PCDHGC5", + "SPATA16", + "SLC10A2", + "CLDN6", + "PAGE5", + "CCDC70", + "OR7D2", + "PSG8", + "CTSH", + "LINC00575", + "ARL17B", + "TLX1", + "KRTAP10-11", + "VAX1", + "ANKRD40CL", + "EIF4A2", + "TMEM88B", + "OR5J2", + "HCCAT5", + "ZNF90", + "ARL5C", + "SPINK8", + "CIMIP4", + "CDK11A", + "GPR78", + "RBPJL", + "SNORA68", + "GRXCR2", + "GREM2", + "ZFAND2A", + "CFAP206", + "CCDC102B", + "DHH", + "H3C4", + "PRAMEF1", + "STBD1", + "FLG2", + "C12orf56", + "CPOX", + "PLAGL2", + "NYAP2", + "LRP2", + "NMNAT1", + "SPATA31E1", + "MTMR7", + "CACNA1I", + "SPAG6", + "RXFP2", + "TRPM1", + "ARIH2", + "H4C12", + "BAGE", + "TMEM174", + "H3C2", + "OR10T2", + "OXCT2", + "GOLGA8IP", + "CD1B", + "NUP210L", + "C22orf42", + "OR52B4", + "R3HDML", + "SLC30A3", + "H2BC10", + "SLC2A11", + "RFPL4A", + "ZAR1L", + "VRTN", + "ATP13A5", + "ZSCAN31", + "MSX2P1", + "TRIML2", + "SNORA58", + "SPRR2B", + "SEBOX", + "PRSS33", + "OR5B17", + "KRTAP19-2", + "PRR20A", + "DEFB106A", + "GAGE2E", + "TREML5P", + "KRTAP19-4", + "PRR20B", + "KRTAP20-3", + "OR5H15" + ], + "Coefficient": [ + -3.150562933189031, + 2.705348810926132, + 2.608767354812341, + -2.4600713936075955, + -2.319802804740552, + -2.2021570771734624, + -2.1285378467655662, + 1.9801881036586475, + -1.7948277414719036, + 1.7324571444724166, + -1.7306758132852817, + 1.7126309162931643, + -1.623067240136324, + 1.6057388138112176, + 1.5901814110569636, + -1.5899529522838831, + 1.5307691298894468, + 1.4443538389538035, + 1.4170071735817777, + -1.4167054378401822, + 1.387792627720118, + 1.367108334070059, + 1.3545702954482266, + -1.3531371240713554, + -1.3274656765940172, + -1.2782882071686983, + 1.2705374466848935, + -1.2176087808024871, + 1.2116784866457124, + -1.2087511703479739, + 1.198923966189961, + -1.1802620291538188, + 1.1670245096047225, + 1.158804766715283, + 1.1516391251422875, + 1.1442229758516311, + 1.1441278384892053, + 1.142979656710577, + 1.1404389106020776, + -1.1165217125407512, + 1.0950592414449116, + -1.0807533388198955, + 1.0570374051564368, + -1.0157497522544723, + 0.9909295538482823, + 0.9733107667705653, + -0.9612378539765611, + -0.9502275918554406, + -0.9485612602911925, + 0.9451625724083321, + -0.930110628108924, + 0.9212383778046099, + -0.910379635884377, + -0.9059090137378446, + -0.9018649462751812, + 0.9009974951003268, + -0.8848569744333507, + 0.874865768429145, + 0.8507575532440156, + -0.8495576119511364, + -0.8434822046978604, + 0.8422961111278991, + 0.8332502314703257, + -0.8254779110339663, + -0.8098468893714725, + 0.8079049159460067, + -0.7966916316001795, + -0.7840239455086735, + 0.7698041426896749, + 0.7597866938790167, + 0.7577837718057855, + 0.753679243953253, + -0.7464302057218728, + 0.7354110491414155, + -0.7349251658059567, + 0.729072569375643, + 0.7160395815822446, + 0.7125594458071324, + -0.7033195357215127, + 0.6960445499855588, + -0.6661145031045688, + -0.6658246810520358, + 0.6590346479050326, + 0.6583840663920495, + 0.6484499265681554, + -0.6477943632663871, + -0.6472309798489393, + -0.6462992482268329, + 0.6454450778473906, + 0.6453696601718721, + 0.6335169012411186, + -0.6312887409169048, + 0.6122139979498213, + 0.6079616083316649, + 0.597598791053033, + 0.5953043276095625, + 0.5936120554174986, + -0.5873477280559016, + 0.585717496385798, + -0.5820341669820919, + -0.5762261345248154, + 0.5759401481947277, + 0.5753696738985815, + -0.5742915699631819, + -0.5742158929530425, + 0.5627782770753829, + -0.5627680840999507, + 0.5624434532011899, + 0.5596324883411923, + 0.5591808290348689, + 0.5571483660104307, + -0.5558800961636301, + 0.554311499584206, + 0.5502758845263915, + 0.5470270609536709, + 0.5444835420421168, + 0.539895638056109, + -0.5396899563941375, + -0.5381661543758802, + -0.5333127906579533, + -0.5328832355733333, + -0.5302893417766139, + 0.5253764364493523, + -0.5247571558688776, + -0.5242683155881857, + -0.523761068014418, + -0.5224577475961969, + -0.5170276402526034, + 0.5117984825393119, + 0.5015547483090923, + 0.4998776480790661, + -0.49975031030093875, + 0.4994830145546061, + -0.4979590106160192, + -0.49655961888258277, + 0.49653651442783, + -0.49507264111725224, + 0.49115718218912086, + -0.48693284499190725, + -0.48574278144983546, + 0.4841507531199368, + 0.48408229238698186, + -0.479929928736349, + 0.47960187235075186, + -0.4727492706587702, + 0.4716214476319677, + -0.4710044272003182, + -0.47099723194440474, + -0.46447799652911265, + 0.4644040945159556, + 0.4636376357597243, + 0.4615291446318427, + 0.4610729737726249, + 0.45707852243723374, + 0.4561501355342361, + 0.4532937422995348, + -0.4500079905194757, + -0.43876828552274627, + 0.43527783672293263, + -0.4328289840805019, + 0.42811880708467087, + -0.42642444799869883, + 0.42413665791568284, + 0.42179116911817294, + 0.4206559258806069, + -0.4102661315139606, + 0.40566868688227914, + -0.404275564175135, + -0.3997448134447686, + -0.39903028443691657, + 0.3969533777630668, + 0.39457069844727516, + -0.3935089275080814, + -0.3934276452067185, + 0.39290262681129734, + -0.38749446025916273, + 0.38193045841346474, + 0.3791278045210412, + 0.37484066369530117, + -0.3745539199856911, + -0.36808979635002526, + 0.3655363263106726, + 0.3654242907511695, + -0.3610253716504905, + -0.3586303204609898, + 0.3537035330804011, + 0.35326116322317436, + -0.351865878773746, + -0.35030042440712206, + 0.34983118403027347, + -0.3483635765337016, + 0.34820729037105796, + -0.34534482246690446, + 0.3353759944653134, + -0.3256851951773294, + 0.3193843225139208, + 0.31809169020587064, + -0.3165745948339818, + 0.31532638107266314, + -0.31175954408243906, + -0.30933844129464133, + 0.30271743040074, + 0.30240866685432694, + -0.3018814731173748, + 0.29954646378285543, + 0.29476780399608965, + -0.2935076701716199, + -0.29349298337366436, + 0.2928587030508812, + 0.28879789080670715, + 0.2878158691242281, + 0.2864408545460846, + -0.28468301981995, + -0.27859007034705396, + 0.27613536352301893, + 0.2751826000020711, + -0.26831996717744705, + 0.2674191962638826, + 0.267245574194, + 0.2655695200594021, + -0.26176390535750854, + -0.25963662696283524, + 0.25841528607044173, + -0.25719198816141703, + 0.2569083139578335, + 0.2564499183113914, + -0.2548976601436094, + -0.25104908203640897, + -0.2476853604900587, + 0.24501989209258737, + 0.23820036668196648, + 0.23788112625235483, + -0.2326569169373723, + 0.2287118103489212, + 0.22870707150129369, + 0.22846446992949648, + 0.2258887717033798, + -0.22438513919827724, + 0.22199370860205836, + 0.22169518395546842, + -0.22030380850279357, + 0.21618764441782237, + 0.21107140282969217, + 0.20741701700034942, + 0.20457842517783728, + -0.1993331465677555, + -0.19050231127820058, + 0.18439917034932773, + 0.1842997670057501, + 0.183156712947338, + 0.17759632857582983, + 0.17744869954416229, + 0.17670556881370353, + -0.17203117165414408, + -0.17001899420927996, + -0.16979965254603183, + -0.1677064469300859, + -0.1642825801389883, + -0.16300213964451848, + 0.15284145170383812, + 0.1521693786718128, + -0.15048523168863015, + -0.1479903285890276, + -0.1443709868360957, + 0.140642416632304, + -0.13858440393715804, + -0.13454628848827843, + 0.13394969306190482, + -0.13367996835614085, + -0.13305392997946666, + 0.12950553159184594, + -0.12943809460242064, + 0.12570100020761668, + -0.12238084205811425, + -0.12189091014777763, + -0.1149233222938115, + -0.11269177433982491, + -0.11165724076651484, + 0.10927524989302675, + -0.1066375162060008, + 0.10577993750779499, + 0.1052692972573686, + 0.10375181637884213, + 0.09932033205965982, + -0.09773713745697658, + 0.09713041806892851, + 0.0910303945373963, + 0.0852000995702585, + 0.08328086453821577, + -0.08084877711884576, + -0.08035930074456128, + 0.08001526154177505, + 0.07813167161892227, + 0.07744069748800549, + -0.07680263372804115, + -0.07590037486176705, + -0.07205864386298337, + 0.07150617136356589, + -0.07025970697109356, + -0.0701506293116211, + -0.06400944248446681, + 0.06325284318962136, + -0.06146331769160643, + -0.05778596503428774, + -0.05430569460519465, + -0.05284830156556462, + 0.052221961738468374, + -0.052183025229030615, + 0.047423899889622576, + -0.03906653493315063, + -0.036890476889391705, + 0.035508483636971414, + -0.03314749442197106, + -0.028454195410521924, + -0.026524159737626517, + 0.025569959415942034, + 0.024986174265045638, + -0.02412660456022785, + 0.020414856335870545, + 0.01925782361368197, + -0.01828690173242446, + 0.01740738506556485, + 0.01716313636438978, + 0.016409445958264025, + -0.013796311064527916, + -0.009218728037904236, + -0.00764254247684396, + -0.0070758847388128834, + -0.00533731477145525, + -0.002593035154638932, + -0.0025665161956513966, + -0.0017397804672648377, + -0.001667311273215853, + 0.0015473951729560842, + 0.0007321315949122962, + -0.0006036849482716746, + -2.6269135846138502e-05, + -4.362142238552637e-15, + -1.34219761186235e-15, + -6.71098805931175e-16, + -6.71098805931175e-16 + ], + "Absolute Coefficient": [ + 3.150562933189031, + 2.705348810926132, + 2.608767354812341, + 2.4600713936075955, + 2.319802804740552, + 2.2021570771734624, + 2.1285378467655662, + 1.9801881036586475, + 1.7948277414719036, + 1.7324571444724166, + 1.7306758132852817, + 1.7126309162931643, + 1.623067240136324, + 1.6057388138112176, + 1.5901814110569636, + 1.5899529522838831, + 1.5307691298894468, + 1.4443538389538035, + 1.4170071735817777, + 1.4167054378401822, + 1.387792627720118, + 1.367108334070059, + 1.3545702954482266, + 1.3531371240713554, + 1.3274656765940172, + 1.2782882071686983, + 1.2705374466848935, + 1.2176087808024871, + 1.2116784866457124, + 1.2087511703479739, + 1.198923966189961, + 1.1802620291538188, + 1.1670245096047225, + 1.158804766715283, + 1.1516391251422875, + 1.1442229758516311, + 1.1441278384892053, + 1.142979656710577, + 1.1404389106020776, + 1.1165217125407512, + 1.0950592414449116, + 1.0807533388198955, + 1.0570374051564368, + 1.0157497522544723, + 0.9909295538482823, + 0.9733107667705653, + 0.9612378539765611, + 0.9502275918554406, + 0.9485612602911925, + 0.9451625724083321, + 0.930110628108924, + 0.9212383778046099, + 0.910379635884377, + 0.9059090137378446, + 0.9018649462751812, + 0.9009974951003268, + 0.8848569744333507, + 0.874865768429145, + 0.8507575532440156, + 0.8495576119511364, + 0.8434822046978604, + 0.8422961111278991, + 0.8332502314703257, + 0.8254779110339663, + 0.8098468893714725, + 0.8079049159460067, + 0.7966916316001795, + 0.7840239455086735, + 0.7698041426896749, + 0.7597866938790167, + 0.7577837718057855, + 0.753679243953253, + 0.7464302057218728, + 0.7354110491414155, + 0.7349251658059567, + 0.729072569375643, + 0.7160395815822446, + 0.7125594458071324, + 0.7033195357215127, + 0.6960445499855588, + 0.6661145031045688, + 0.6658246810520358, + 0.6590346479050326, + 0.6583840663920495, + 0.6484499265681554, + 0.6477943632663871, + 0.6472309798489393, + 0.6462992482268329, + 0.6454450778473906, + 0.6453696601718721, + 0.6335169012411186, + 0.6312887409169048, + 0.6122139979498213, + 0.6079616083316649, + 0.597598791053033, + 0.5953043276095625, + 0.5936120554174986, + 0.5873477280559016, + 0.585717496385798, + 0.5820341669820919, + 0.5762261345248154, + 0.5759401481947277, + 0.5753696738985815, + 0.5742915699631819, + 0.5742158929530425, + 0.5627782770753829, + 0.5627680840999507, + 0.5624434532011899, + 0.5596324883411923, + 0.5591808290348689, + 0.5571483660104307, + 0.5558800961636301, + 0.554311499584206, + 0.5502758845263915, + 0.5470270609536709, + 0.5444835420421168, + 0.539895638056109, + 0.5396899563941375, + 0.5381661543758802, + 0.5333127906579533, + 0.5328832355733333, + 0.5302893417766139, + 0.5253764364493523, + 0.5247571558688776, + 0.5242683155881857, + 0.523761068014418, + 0.5224577475961969, + 0.5170276402526034, + 0.5117984825393119, + 0.5015547483090923, + 0.4998776480790661, + 0.49975031030093875, + 0.4994830145546061, + 0.4979590106160192, + 0.49655961888258277, + 0.49653651442783, + 0.49507264111725224, + 0.49115718218912086, + 0.48693284499190725, + 0.48574278144983546, + 0.4841507531199368, + 0.48408229238698186, + 0.479929928736349, + 0.47960187235075186, + 0.4727492706587702, + 0.4716214476319677, + 0.4710044272003182, + 0.47099723194440474, + 0.46447799652911265, + 0.4644040945159556, + 0.4636376357597243, + 0.4615291446318427, + 0.4610729737726249, + 0.45707852243723374, + 0.4561501355342361, + 0.4532937422995348, + 0.4500079905194757, + 0.43876828552274627, + 0.43527783672293263, + 0.4328289840805019, + 0.42811880708467087, + 0.42642444799869883, + 0.42413665791568284, + 0.42179116911817294, + 0.4206559258806069, + 0.4102661315139606, + 0.40566868688227914, + 0.404275564175135, + 0.3997448134447686, + 0.39903028443691657, + 0.3969533777630668, + 0.39457069844727516, + 0.3935089275080814, + 0.3934276452067185, + 0.39290262681129734, + 0.38749446025916273, + 0.38193045841346474, + 0.3791278045210412, + 0.37484066369530117, + 0.3745539199856911, + 0.36808979635002526, + 0.3655363263106726, + 0.3654242907511695, + 0.3610253716504905, + 0.3586303204609898, + 0.3537035330804011, + 0.35326116322317436, + 0.351865878773746, + 0.35030042440712206, + 0.34983118403027347, + 0.3483635765337016, + 0.34820729037105796, + 0.34534482246690446, + 0.3353759944653134, + 0.3256851951773294, + 0.3193843225139208, + 0.31809169020587064, + 0.3165745948339818, + 0.31532638107266314, + 0.31175954408243906, + 0.30933844129464133, + 0.30271743040074, + 0.30240866685432694, + 0.3018814731173748, + 0.29954646378285543, + 0.29476780399608965, + 0.2935076701716199, + 0.29349298337366436, + 0.2928587030508812, + 0.28879789080670715, + 0.2878158691242281, + 0.2864408545460846, + 0.28468301981995, + 0.27859007034705396, + 0.27613536352301893, + 0.2751826000020711, + 0.26831996717744705, + 0.2674191962638826, + 0.267245574194, + 0.2655695200594021, + 0.26176390535750854, + 0.25963662696283524, + 0.25841528607044173, + 0.25719198816141703, + 0.2569083139578335, + 0.2564499183113914, + 0.2548976601436094, + 0.25104908203640897, + 0.2476853604900587, + 0.24501989209258737, + 0.23820036668196648, + 0.23788112625235483, + 0.2326569169373723, + 0.2287118103489212, + 0.22870707150129369, + 0.22846446992949648, + 0.2258887717033798, + 0.22438513919827724, + 0.22199370860205836, + 0.22169518395546842, + 0.22030380850279357, + 0.21618764441782237, + 0.21107140282969217, + 0.20741701700034942, + 0.20457842517783728, + 0.1993331465677555, + 0.19050231127820058, + 0.18439917034932773, + 0.1842997670057501, + 0.183156712947338, + 0.17759632857582983, + 0.17744869954416229, + 0.17670556881370353, + 0.17203117165414408, + 0.17001899420927996, + 0.16979965254603183, + 0.1677064469300859, + 0.1642825801389883, + 0.16300213964451848, + 0.15284145170383812, + 0.1521693786718128, + 0.15048523168863015, + 0.1479903285890276, + 0.1443709868360957, + 0.140642416632304, + 0.13858440393715804, + 0.13454628848827843, + 0.13394969306190482, + 0.13367996835614085, + 0.13305392997946666, + 0.12950553159184594, + 0.12943809460242064, + 0.12570100020761668, + 0.12238084205811425, + 0.12189091014777763, + 0.1149233222938115, + 0.11269177433982491, + 0.11165724076651484, + 0.10927524989302675, + 0.1066375162060008, + 0.10577993750779499, + 0.1052692972573686, + 0.10375181637884213, + 0.09932033205965982, + 0.09773713745697658, + 0.09713041806892851, + 0.0910303945373963, + 0.0852000995702585, + 0.08328086453821577, + 0.08084877711884576, + 0.08035930074456128, + 0.08001526154177505, + 0.07813167161892227, + 0.07744069748800549, + 0.07680263372804115, + 0.07590037486176705, + 0.07205864386298337, + 0.07150617136356589, + 0.07025970697109356, + 0.0701506293116211, + 0.06400944248446681, + 0.06325284318962136, + 0.06146331769160643, + 0.05778596503428774, + 0.05430569460519465, + 0.05284830156556462, + 0.052221961738468374, + 0.052183025229030615, + 0.047423899889622576, + 0.03906653493315063, + 0.036890476889391705, + 0.035508483636971414, + 0.03314749442197106, + 0.028454195410521924, + 0.026524159737626517, + 0.025569959415942034, + 0.024986174265045638, + 0.02412660456022785, + 0.020414856335870545, + 0.01925782361368197, + 0.01828690173242446, + 0.01740738506556485, + 0.01716313636438978, + 0.016409445958264025, + 0.013796311064527916, + 0.009218728037904236, + 0.00764254247684396, + 0.0070758847388128834, + 0.00533731477145525, + 0.002593035154638932, + 0.0025665161956513966, + 0.0017397804672648377, + 0.001667311273215853, + 0.0015473951729560842, + 0.0007321315949122962, + 0.0006036849482716746, + 2.6269135846138502e-05, + 4.362142238552637e-15, + 1.34219761186235e-15, + 6.71098805931175e-16, + 6.71098805931175e-16 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 90.54545454545453, + "precision": 90.54545454545453, + "recall": 100.0, + "f1": 95.02796661784835 + }, + "selection": { + "precision": 0.6234604761300322, + "recall": 1.0778443113772456, + "f1": 0.7899315060667669, + "jaccard": 0.3969964398125764 + } + } +} \ No newline at end of file diff --git a/output/regress/Prostate_Cancer/significant_genes_condition_Schizophrenia.json b/output/regress/Prostate_Cancer/significant_genes_condition_Schizophrenia.json new file mode 100644 index 0000000000000000000000000000000000000000..70068f4d16549549fc0ad2946ea2c8288fa22c73 --- /dev/null +++ b/output/regress/Prostate_Cancer/significant_genes_condition_Schizophrenia.json @@ -0,0 +1,1680 @@ +{ + "significant_genes": { + "Variable": [ + "CT47A1", + "COX7A2L", + "ZNF410", + "ZFAND3", + "OOSP2", + "MMP7", + "SBDSP1", + "AASS", + "ARL11", + "UNC119B", + "LRIT1", + "OR1Q1", + "HYKK", + "PLAGL1", + "TSPY1", + "CHRNB1", + "NETO1", + "OR51L1", + "SPANXA2", + "NPAP1", + "A4GNT", + "GOLGA8DP", + "TAF15", + "ZNF878", + "HTN3", + "LCE1C", + "MAGEA12", + "FKSG29", + "CFHR4", + "TCERG1L", + "H1-9P", + "HYAL6P", + "LNP1", + "COLEC11", + "SLCO6A1", + "HBE1", + "CPLX4", + "PTENP1", + "ZNF578", + "RPH3AL", + "MERTK", + "GLRX2", + "GTPBP10", + "PRSS45P", + "H2AC1", + "LAIR2", + "GLT1D1", + "TBPL1", + "SAFB", + "TRIM41", + "NIBAN2", + "FERD3L", + "KLHDC8A", + "HOXC11", + "OR7D2", + "GLRA2", + "RBMXL3", + "NSG2", + "EFCAB6", + "PRAMEF4", + "POU3F2", + "SLC25A51", + "LIPI", + "LINC00518", + "C4orf50", + "SART3", + "DLGAP1", + "TSPAN10", + "OR1L8", + "PRSS33", + "SNORA32", + "PELO", + "H3C6", + "CNPY1", + "OR2B11", + "HEMGN", + "PRKRA", + "FAM227B", + "PMS2P5", + "HAO2", + "C10orf62", + "SCGB3A2", + "HSP90AB1", + "HCN1", + "OR5J2", + "SPAG11A", + "LOC284009", + "RBM44", + "HCG26", + "CD300LD", + "SNORA70B", + "HK2", + "OPN4", + "C17orf78", + "TTC36", + "LCE6A", + "GABRR3", + "SLC39A12", + "SSX7", + "ANGPTL7", + "IL2", + "DQX1", + "PTPRT", + "HIGD2B", + "FBLN7", + "GSTT4", + "OR52K2", + "LY6K", + "GRAPL", + "PPP1R3B", + "LELP1", + "GPR151", + "GLYATL3", + "H3C4", + "SLC10A2", + "SLC35B2", + "ALPP", + "TCHHL1", + "SLC30A3", + "SPAG6", + "ATXN3L", + "CTAG2", + "PEBP4", + "RXFP1", + "SREK1IP1", + "TERB1", + "BOLA1", + "CELA1", + "IFNA4", + "TRIM51", + "RBM23", + "PRDM14", + "OR13F1", + "FAM181A", + "PLAGL2", + "GTF2IP1", + "UMOD", + "GTSE1-DT", + "PAPSS1", + "KIF2B", + "TXNIP", + "KRTAP13-2", + "TBC1D29P", + "SERPINB10", + "TMPRSS11A", + "PPP2R2C", + "KRTAP7-1", + "FGF7P6", + "ZNF90", + "SBK2", + "KCNH8", + "H1-6", + "CCDC74A", + "PIGC", + "IFNL1", + "ROS1", + "ZAR1", + "OR51F1", + "PABPC1P2", + "CEP43", + "PRG1", + "OR2J2", + "ALX1", + "GPATCH1", + "F8A1", + "CRLF2", + "USP17L6P", + "CDH6", + "COPS3", + "CLHC1", + "SYNGR4", + "OR10G4", + "KRTAP10-9", + "LINC00471", + "SERPINE3", + "DAD1P1", + "EHD1", + "SYCP2", + "CFAP74", + "NEIL3", + "OR5B3", + "OR52A1", + "IRGC", + "C5AR2", + "FAIM", + "OR4F15", + "TTTY8", + "AVP", + "FLG2", + "CNGA2", + "SLC28A2", + "COMMD8", + "METTL8", + "SPATA8", + "RIMBP3C", + "SPP1", + "HSF5", + "H2BC1", + "GPR82", + "SNORA38B", + "SLC2A11", + "SPINK8", + "LOC153910", + "OR52M1", + "SALL4", + "GSTM1", + "SPANXN2", + "SDHAF3", + "DGCR5", + "SLC35G6", + "TAAR8", + "SND1", + "GARIN5B", + "PCDHGA3", + "FRMD1", + "FAM106A", + "ZNF764", + "ABCG8", + "KLK8", + "RETN", + "SSX1", + "ID4", + "OTUD7B", + "NEUROD2", + "CSMD1", + "SCARNA18", + "TSPYL1", + "SPANXB1", + "GRIK2", + "KRT37", + "SLC6A18", + "DPPA4", + "SLC7A5", + "TICAM2", + "SLC7A5P1", + "ANKRD40CL", + "REDIC1", + "PDHA2", + "REG1B", + "RPS28", + "CCDC116", + "HSD3B1", + "NIPA2", + "TMCO2", + "TEX13B", + "SLC35F3", + "IQCF2", + "P2RX5", + "HCRT", + "DEFB113", + "SLC25A23", + "ERP44", + "INGX", + "MYO3B", + "GLT6D1", + "IL21", + "GJB6", + "KRTAP5-11", + "DIS3", + "MSX2P1", + "XRCC1", + "ZNF334", + "NUTM1", + "PLET1", + "AIPL1", + "DEFB103B", + "TCTN2", + "FOXD4L3", + "OR2T27", + "OARD1", + "KIAA0040", + "RXFP2", + "SOX3", + "A1BG", + "TCEAL6", + "HTR2C", + "GRXCR2", + "NME5", + "OR56A4", + "RPL10", + "H1-3", + "HAUS2", + "CRH", + "LRRC4B", + "SPRYD3", + "ADCYAP1R1", + "IL1RAPL1", + "MIXL1", + "LRIT2", + "SHH", + "KRT76", + "OR6N2", + "OR51F2", + "CCNE1", + "OR10P1", + "NBR2", + "FLVCR2", + "FAM181A-AS1", + "PMCH", + "KCNK18", + "ADO", + "GGT8P", + "TASP1", + "ZSCAN2", + "PAGE2B", + "RPL9", + "RAX", + "PLXNB2", + "GRIA4", + "ETNPPL", + "POLR2J2", + "TLCD3B", + "EFHD1", + "SESN1", + "ATP4A", + "APEX2", + "MUC7", + "TRAK1", + "PP2D1", + "PKIB", + "IFNK", + "RNF135", + "SLC5A12", + "NPFFR1", + "UGT3A2", + "PPP1R2C", + "ZMYND12", + "TPD52L1", + "TUB", + "GLIPR1L2", + "ATXN7L3", + "OR2T12", + "LEMD1", + "MICA", + "CHKA", + "KRT35", + "TFAMP1", + "OR2T10", + "RPS26P11", + "RRH", + "TENT5D", + "ADAM20", + "PGPEP1", + "ARRDC4", + "ARMT1", + "GTF2A1L", + "NFIB", + "IFNA16", + "LOC646813", + "KRTAP4-1", + "KRT33A", + "TRAPPC3L", + "CASP12", + "TUBB8", + "WRNIP1", + "DIRC1", + "NUDT9P1", + "NXPE2", + "H3C7", + "OR1B1", + "WEE2", + "GBE1", + "PRL", + "MIR9-1HG", + "ADGRA1", + "H4C3", + "IFNA7", + "NYAP2", + "MAPK10", + "TREML4", + "CCDC70", + "HPYR1", + "GPR32", + "GOLGA8IP", + "SP7", + "NAA50", + "DNAAF4", + "TAS2R30", + "CHRNA9", + "CYP8B1", + "IL12RB2", + "MCM9", + "NTPCR", + "ABCA7", + "SLC35E2B", + "PPP1R1C", + "C20orf141", + "BEND2", + "MINDY4", + "SPMIP2", + "GPR78", + "CACNB3", + "NKAIN2", + "SYN3", + "CCL15", + "SIX3", + "MCM3", + "SLC6A3", + "MAGEB1", + "GUCY1B2", + "SLC66A1LP", + "HMGN3", + "PPP1R21", + "LINC00158", + "PNPLA3", + "RABL2A", + "GSTT2", + "WDR64", + "SLC22A6", + "KHDRBS2", + "GUCY2EP", + "OLAH", + "DCDC1", + "HLA-DQA1", + "FAM170A", + "GABRB1", + "FRG1BP", + "FNTB", + "ZNF326", + "IQCD", + "OR2M3", + "S100A5", + "SLC4A10", + "SOHLH1", + "HNRNPUL2", + "PSORS1C1", + "RAET1L", + "LINC00200", + "LOC100192426", + "GATA4", + "TOB1", + "ZFAND2A", + "FBXO43", + "SCGB1C1", + "HIVEP2", + "UCP1", + "OR2AK2", + "CEACAM8", + "OR51A4", + "SKINT1L", + "OR10T2", + "IGFL2", + "KLKB1", + "SPATA31E1", + "TBCC", + "PDYN", + "FAM180A", + "LRRC10", + "CYP4F11", + "H4C6", + "BAGE", + "FAM25G", + "DHH", + "CDK11A", + "TDH", + "ZNF497", + "THUMPD1", + "IL36B", + "OR52E6", + "ERC2-IT1", + "SAGE1", + "OR2T11", + "TACR1", + "TRPV5", + "NPLOC4", + "NAP1L6P", + "RLN3", + "SPATA45", + "NOTO", + "DEFB136", + "CETN1", + "ZFAT-AS1", + "ZUP1", + "LIPH", + "KRTAP9-2", + "CEP170P1", + "ZCRB1", + "CST5", + "TPM4", + "GRIPAP1", + "FBXO33", + "C2orf78", + "TMEM215", + "LRP2", + "OR51B5", + "ECHDC1", + "SNORA68", + "APOL4", + "HEXA-AS1", + "LINC00589", + "OR5F1", + "BAALC-AS2", + "RNF186", + "PRSS3", + "PGLYRP1", + "ZNF17", + "SAP30", + "RFPL4A", + "OR5D16", + "TBC1D3P2", + "TGM2", + "NUFIP1", + "SCARNA10", + "SSTR5", + "SNORD8", + "VSTM1", + "ANKRD34C", + "NCR2", + "HSD11B2", + "OR1K1", + "KRTAP19-2", + "OR5B17", + "ADAMTS20", + "C11orf42", + "SEC16B", + "OR2F1", + "OR5K4", + "RWDD2B", + "RBMY1B", + "DEFB106A", + "RBPJL", + "PRR20A", + "CFAP206", + "GAGE2E", + "KRTAP20-3", + "TSSK2", + "TREML5P", + "SNAR-A13", + "OR5H15", + "BID", + "FAM27E5", + "EQTN", + "CPO", + "LCE2D", + "SPACA7", + "TTTY17A", + "SNORD103A", + "SNORD88C", + "KRTAP22-1", + "SNORD115-20", + "LCE3B", + "KRTAP19-4", + "PRR20B", + "RBMY1F", + "TTTY17B", + "SNORD116-19", + "SNORD11B", + "SNAR-H", + "SNAR-A3", + "SNAR-C3", + "SNAR-G2", + "SNORD16" + ], + "Coefficient": [ + -5.382157792116981, + 3.9865884837003325, + -3.347343240895014, + 2.3137671682944942, + -2.2932175808348716, + 2.240524225840999, + -2.1839190050320214, + -2.1281590508456123, + 2.0972953947584827, + 1.986258970422577, + -1.9769593494095459, + -1.9769162573582169, + -1.9737412901496671, + 1.9636417866194504, + 1.9603820039888944, + 1.9549364859354204, + -1.9390988995364618, + 1.93888226543538, + -1.897923688524026, + -1.8895073268466707, + 1.8445441888728649, + 1.8425428301982907, + 1.833706696005012, + -1.7954520868324886, + 1.790379474832654, + 1.7186194409394389, + 1.7148977002013013, + -1.704648017325542, + 1.701669571215836, + 1.66694834285103, + 1.6517494832295574, + 1.6399547305195248, + 1.6234206971869531, + -1.615673223728751, + -1.5449981381674827, + 1.525138541713987, + 1.5157970643270386, + -1.5053054127334975, + 1.475736752953569, + 1.4678615202871852, + 1.46568244383376, + 1.45782288755334, + -1.4457732227593814, + -1.4027538916661277, + 1.3997117620030024, + -1.3792113888183548, + -1.3778853992967002, + 1.3654693751212519, + 1.347190498903421, + 1.3428339180489852, + 1.3409498630674528, + -1.3361224329962904, + -1.3331971640670015, + 1.3300763371049422, + -1.3042385115498505, + -1.3041653573230176, + 1.292620274520457, + -1.2770843137691166, + 1.274132487599264, + -1.2662433156407555, + -1.2623041555646914, + 1.24773758344718, + -1.24169030691328, + 1.2368333289244817, + 1.2323932792924224, + 1.2198046262020448, + 1.2181152004873543, + 1.217371745696084, + -1.2073021801768278, + -1.2037570358797745, + -1.201073040343592, + 1.1930225418637532, + 1.1860361170681832, + -1.1751309506702754, + -1.1630986236994012, + -1.1603005922206568, + -1.157250121970792, + 1.1542976615070397, + -1.150788654993696, + -1.1410538879355931, + -1.1370513448882826, + 1.1325575810567459, + 1.1165713919354998, + -1.092691932459412, + 1.0898582165173258, + 1.0884710787759428, + -1.0728037129207588, + 1.0722073411080013, + 1.0717325376088418, + -1.0686023233593764, + 1.0568615814361373, + -1.047787839816222, + 1.0466868561767975, + 1.043568429817304, + 1.04160137276795, + 1.039191012349473, + -1.0376999094610218, + 1.0189531040735684, + -1.0131359141776024, + -1.0118763858815056, + 1.0096293722444725, + -1.0089966359806484, + 1.0050915400353406, + -0.9986743043955313, + -0.9974431810957372, + 0.9912285229800094, + 0.9765975110544329, + 0.9763502528383553, + 0.971212963424984, + -0.956978514745609, + -0.9532152812880421, + -0.9465889988425098, + -0.9457903372039572, + 0.9420781644119443, + -0.9343170543842151, + 0.9307094405953943, + -0.9294887395615753, + 0.9261223155272551, + -0.9222625803649889, + 0.9206037003795114, + 0.9187331466603527, + 0.9143877373872258, + -0.8999825254453095, + 0.8987922632540802, + -0.8929462446119858, + -0.8913503174226338, + 0.8902179662327122, + -0.8888161545065663, + 0.8866563151974124, + -0.8843314138944632, + 0.8839477460391462, + -0.8789324096827132, + 0.8760069002529635, + -0.8743956570844896, + -0.8712965569328168, + -0.8675730258526784, + 0.867096156398043, + 0.8666374993185773, + 0.85877758371526, + 0.8539619344173287, + 0.851973239543873, + -0.8462259350430966, + 0.8430568693219, + -0.8360421778494922, + 0.828556797705251, + -0.8237433349557138, + -0.8160510909730012, + -0.8076506677152788, + -0.8037834997644487, + 0.7955856515976553, + 0.788629905236105, + 0.7826666878047361, + 0.773462574997618, + 0.7683571774601374, + 0.7679202118514463, + 0.7652433516640436, + -0.7646507187099639, + 0.7614293675366312, + 0.7466876245214631, + 0.7466614686599489, + 0.7460375436915931, + -0.7439373748758951, + 0.7420892137510793, + -0.7383460322985936, + 0.7352687427475554, + 0.7299708454263809, + 0.7265961176356833, + 0.7221604165414798, + -0.7210819214112816, + -0.7129877677613885, + 0.7041094320051681, + -0.7036974109400704, + 0.7031760217163624, + -0.7026248467838814, + 0.7023090010196734, + -0.7002201663926164, + 0.6984180167037038, + -0.6955475644383498, + 0.6955468041260875, + 0.6927162455878171, + 0.6908758729849143, + 0.6888807032032368, + -0.6847730267625751, + -0.6833019822026304, + 0.681634875512139, + -0.6777600696690602, + 0.6765283802221479, + 0.6753950031177357, + 0.6740434772651838, + 0.6687154045039232, + 0.668119128372153, + 0.6680084914122189, + -0.6654275413522102, + -0.6635577510334816, + 0.6601724473195696, + -0.6589208571297477, + 0.6589022598549545, + 0.6568282048269323, + 0.655769495874295, + 0.6540340760925399, + 0.6474421606582514, + -0.6474364932226422, + -0.6452801851906041, + 0.6449720753864897, + -0.6447950279742444, + -0.6428389737433895, + 0.6422730337802167, + 0.6379974694443961, + -0.6365482183437444, + 0.6311767220440951, + 0.6307307337711154, + 0.6306113504753104, + -0.6223154074658352, + -0.618128982142686, + 0.6161601159405212, + 0.6132711594250057, + 0.6120157519133202, + -0.6109553155071041, + -0.6107728533957728, + -0.6083334988562047, + 0.601638100882538, + 0.5999246313958779, + 0.5985235026549504, + -0.5965523067598398, + -0.5941949612252009, + 0.5901735669442458, + 0.5899482862567567, + -0.5861184613913467, + 0.5836903318774389, + 0.580402097633568, + 0.5795075026996408, + -0.5781462511392528, + -0.5725651181016802, + 0.5685355885643947, + 0.5650347803717629, + -0.5645593786237318, + 0.5625565476637061, + 0.5586567653257851, + -0.5578471251939097, + 0.5530913563350305, + -0.5484676448941337, + -0.548456189129413, + -0.5478809517096964, + -0.5412413826667215, + -0.5366700851302945, + 0.5359234270619734, + -0.532784946341891, + -0.5271981721870103, + 0.5267912649085646, + 0.5225274474696953, + -0.5167315122430158, + 0.5156027278443467, + -0.5130724730460575, + -0.5051253398377925, + 0.5028718448175676, + 0.5021337765259364, + -0.49882396885830427, + 0.49043481407801237, + -0.49039382826110506, + -0.48569370850496607, + 0.4845333119189161, + 0.4836846510110852, + 0.4833195865176285, + -0.482825754790854, + -0.4794369938321231, + 0.4770096878699309, + 0.4753572818702111, + -0.4746208020847884, + -0.4695948273207464, + 0.4656421683138285, + -0.4645427275855744, + -0.4609706304818392, + -0.4502561980464174, + 0.4401658040802318, + 0.43663951610672985, + 0.43573137682429, + 0.4287767523190649, + 0.4164800222897783, + -0.4126650115068483, + 0.4115915804651546, + 0.4064228697304897, + -0.4049189339994005, + 0.3957626014819122, + 0.39515734924546814, + 0.39288550307303705, + -0.39186136295785184, + -0.3918286245931171, + 0.38394816214221567, + 0.38227663292943687, + -0.38001002642015763, + -0.3718763124521404, + -0.37138675914146074, + 0.37060362159167753, + -0.3685346119793484, + -0.36721753144883, + -0.36720181059561685, + -0.3663567587635621, + -0.3634301692668399, + -0.3612151865436363, + 0.3589526927831493, + -0.35729945547055086, + 0.35393800383900376, + 0.35073794235078004, + 0.3500946505520367, + 0.34679673766672964, + -0.3424264498733414, + -0.3422438555006584, + 0.34066924439329765, + -0.33986709399709614, + -0.3385680780778853, + -0.33706153971268976, + -0.33111570473467805, + 0.32749583572618063, + 0.3270575348546988, + -0.32131322376861343, + 0.31809397625401653, + -0.31622880079168114, + -0.31599386474002295, + 0.3140369111985904, + 0.3110329300770208, + 0.3109959768486806, + 0.3105664869966932, + -0.30975839157153995, + 0.30653548424598115, + -0.30508359241018695, + -0.303094368890465, + 0.3021017677697226, + 0.3002900779764953, + -0.2941511758972398, + 0.29196021016259877, + -0.2905455384124196, + -0.2837345760660969, + -0.28266899199982226, + 0.28159684266111196, + 0.28134218941339045, + 0.28107368995598997, + -0.2806310343041183, + 0.28001767540298406, + -0.27908692639427457, + 0.2772501916383747, + 0.27444865276230995, + 0.27282628977196727, + 0.270713813004515, + 0.2694659326011848, + 0.2689764763611454, + 0.2656107125891015, + 0.26512804434354104, + 0.26494178248034805, + 0.26256090905356305, + -0.2615781767848022, + -0.26119954525083766, + 0.25883536330759427, + 0.25443107728159486, + -0.25432189933381066, + 0.2517669175448163, + -0.25153148161917377, + -0.25140890318657527, + -0.24730213901065876, + 0.24616594521837135, + 0.24558822971746994, + 0.24363357316087622, + 0.24344644619531955, + -0.24294518890471253, + -0.24245063232785152, + -0.2412307123236542, + 0.2374512459173618, + -0.23426722273666017, + -0.23087344902547496, + -0.2302819382748014, + -0.23003057640521157, + 0.22481494371813232, + -0.22345360412800042, + 0.2214486119595546, + 0.22108885616647914, + -0.220457364834419, + -0.21731059154370863, + 0.21348893621808349, + -0.21260178919575387, + -0.21176113981041664, + 0.21038270285835464, + -0.20962165148205514, + 0.20767822213069165, + -0.20646469381499793, + 0.20517315708012332, + 0.2041307432044137, + 0.201300819501747, + -0.20097031726546857, + -0.20063616353772828, + -0.20029966526941378, + -0.1961232138303315, + -0.19582456209542987, + -0.19516567745273344, + 0.19382366389832653, + -0.1929341300094218, + 0.19280709520332018, + 0.19254102574408577, + 0.19127734175873334, + -0.19005538277230832, + 0.1892400230250057, + -0.18630373136733283, + -0.18532596264075746, + 0.18489434975388014, + -0.18342376341368916, + 0.17732932302643775, + -0.17611708701041587, + 0.17472706845404323, + -0.17396582325794355, + 0.17354038980444816, + -0.17109831879148157, + 0.16995823031350316, + -0.16594120074484783, + 0.1656295934477514, + 0.16501706710947792, + -0.16432181347447256, + 0.16390126850305126, + 0.1624435025557239, + -0.1592050076269803, + 0.159130014427142, + 0.15912663284050035, + 0.15780385492887083, + 0.15185717195932216, + -0.15002297888413713, + 0.14850991974314348, + 0.14519839124476536, + 0.1437714839174722, + -0.1423891251079893, + -0.14002140809859479, + 0.13945050291435893, + 0.13361878083089457, + -0.13100874416134362, + 0.13074755586164166, + -0.12499070610804953, + 0.12448651009784471, + 0.12386711672099669, + 0.12148768746689656, + 0.12100438822287432, + -0.12043653461958209, + 0.11939766768283847, + 0.1177472448102846, + 0.11558267926164506, + -0.11448618660898997, + -0.11335322642150658, + 0.11309314734990655, + -0.11293513628619133, + 0.11200408908117816, + 0.10979779883196471, + -0.10861869661103014, + -0.1072557008998022, + -0.10543487832900576, + -0.10535247234339991, + 0.10359373653076878, + 0.10358649348173746, + 0.10294671194332804, + 0.1025700705453732, + -0.09973556196913475, + 0.09917022771873757, + 0.09777076529754647, + 0.09736974266959122, + -0.09680336648855878, + -0.09599297350296551, + -0.09277681042344134, + 0.09192481586144766, + 0.091649184499478, + 0.09115208460563869, + 0.09079336538145462, + 0.08990539154095424, + 0.08927683763024635, + 0.08358943907792052, + -0.08066052969942365, + 0.07949076677930585, + -0.07711579216015763, + 0.0766292978447954, + 0.07376711415493546, + -0.06520896102525213, + -0.06371320339415373, + -0.06356699207503869, + -0.0622144847051943, + -0.06174499139952908, + -0.06144659706576993, + 0.06053186237298154, + -0.059546503862354584, + -0.05951999327355246, + -0.05904100638294537, + -0.05637045711235983, + 0.05415372616917124, + 0.05266934464254558, + 0.05213800732029278, + -0.05021793275039936, + 0.04944495938907215, + -0.04677173285333551, + -0.04661718288507845, + -0.04466782531599613, + 0.043895797158597656, + -0.04113900839939777, + 0.03648151194535732, + 0.034923451051988345, + 0.032928605043587106, + -0.03231624882665537, + -0.03160127744248556, + 0.024813504069097006, + -0.024759586067885767, + -0.024738538307461796, + 0.02451253522498348, + -0.021899279587030977, + 0.02182735541839309, + -0.020356827252223323, + -0.019762997774812684, + 0.016686894386407046, + -0.015425849154755767, + 0.014115253555542585, + -0.012624428477293509, + -0.012481901588816884, + -0.012067655491207401, + -0.011019488321781633, + 0.008780440496106904, + 0.007437358508175199, + -0.0032870779013019482, + 0.0031923189533691497, + 0.0026008172751375218, + 0.0022820014828176414, + 0.002177175111610804, + 0.001883090007629818, + 0.0017486483835977456, + -0.0014780142412471925, + -0.0012231040673172787, + 0.0008877163882835636, + -0.0007180842167883015, + -0.0003840868599092183, + -0.00031953632266366335, + -0.00024732799610494976, + 0.00020225785000737589, + 0.00012988031900271457, + 4.754896082865801e-05, + -4.1511067189949625e-05, + 1.7406154015222544e-05, + 1.9269754122522486e-06, + 1.1849958389440542e-06, + 3.30223718494697e-07, + 1.5099723133451437e-15, + 5.452677798190797e-16, + 5.033241044483812e-16, + -4.1943675370698436e-16, + -4.1943675370698436e-16, + 2.0971837685349218e-16, + 1.6777470148279374e-16, + -1.6777470148279374e-16, + -1.6777470148279374e-16, + 1.258310261120953e-16, + -1.258310261120953e-16, + -1.258310261120953e-16, + -1.258310261120953e-16, + 8.388735074139687e-17 + ], + "Absolute Coefficient": [ + 5.382157792116981, + 3.9865884837003325, + 3.347343240895014, + 2.3137671682944942, + 2.2932175808348716, + 2.240524225840999, + 2.1839190050320214, + 2.1281590508456123, + 2.0972953947584827, + 1.986258970422577, + 1.9769593494095459, + 1.9769162573582169, + 1.9737412901496671, + 1.9636417866194504, + 1.9603820039888944, + 1.9549364859354204, + 1.9390988995364618, + 1.93888226543538, + 1.897923688524026, + 1.8895073268466707, + 1.8445441888728649, + 1.8425428301982907, + 1.833706696005012, + 1.7954520868324886, + 1.790379474832654, + 1.7186194409394389, + 1.7148977002013013, + 1.704648017325542, + 1.701669571215836, + 1.66694834285103, + 1.6517494832295574, + 1.6399547305195248, + 1.6234206971869531, + 1.615673223728751, + 1.5449981381674827, + 1.525138541713987, + 1.5157970643270386, + 1.5053054127334975, + 1.475736752953569, + 1.4678615202871852, + 1.46568244383376, + 1.45782288755334, + 1.4457732227593814, + 1.4027538916661277, + 1.3997117620030024, + 1.3792113888183548, + 1.3778853992967002, + 1.3654693751212519, + 1.347190498903421, + 1.3428339180489852, + 1.3409498630674528, + 1.3361224329962904, + 1.3331971640670015, + 1.3300763371049422, + 1.3042385115498505, + 1.3041653573230176, + 1.292620274520457, + 1.2770843137691166, + 1.274132487599264, + 1.2662433156407555, + 1.2623041555646914, + 1.24773758344718, + 1.24169030691328, + 1.2368333289244817, + 1.2323932792924224, + 1.2198046262020448, + 1.2181152004873543, + 1.217371745696084, + 1.2073021801768278, + 1.2037570358797745, + 1.201073040343592, + 1.1930225418637532, + 1.1860361170681832, + 1.1751309506702754, + 1.1630986236994012, + 1.1603005922206568, + 1.157250121970792, + 1.1542976615070397, + 1.150788654993696, + 1.1410538879355931, + 1.1370513448882826, + 1.1325575810567459, + 1.1165713919354998, + 1.092691932459412, + 1.0898582165173258, + 1.0884710787759428, + 1.0728037129207588, + 1.0722073411080013, + 1.0717325376088418, + 1.0686023233593764, + 1.0568615814361373, + 1.047787839816222, + 1.0466868561767975, + 1.043568429817304, + 1.04160137276795, + 1.039191012349473, + 1.0376999094610218, + 1.0189531040735684, + 1.0131359141776024, + 1.0118763858815056, + 1.0096293722444725, + 1.0089966359806484, + 1.0050915400353406, + 0.9986743043955313, + 0.9974431810957372, + 0.9912285229800094, + 0.9765975110544329, + 0.9763502528383553, + 0.971212963424984, + 0.956978514745609, + 0.9532152812880421, + 0.9465889988425098, + 0.9457903372039572, + 0.9420781644119443, + 0.9343170543842151, + 0.9307094405953943, + 0.9294887395615753, + 0.9261223155272551, + 0.9222625803649889, + 0.9206037003795114, + 0.9187331466603527, + 0.9143877373872258, + 0.8999825254453095, + 0.8987922632540802, + 0.8929462446119858, + 0.8913503174226338, + 0.8902179662327122, + 0.8888161545065663, + 0.8866563151974124, + 0.8843314138944632, + 0.8839477460391462, + 0.8789324096827132, + 0.8760069002529635, + 0.8743956570844896, + 0.8712965569328168, + 0.8675730258526784, + 0.867096156398043, + 0.8666374993185773, + 0.85877758371526, + 0.8539619344173287, + 0.851973239543873, + 0.8462259350430966, + 0.8430568693219, + 0.8360421778494922, + 0.828556797705251, + 0.8237433349557138, + 0.8160510909730012, + 0.8076506677152788, + 0.8037834997644487, + 0.7955856515976553, + 0.788629905236105, + 0.7826666878047361, + 0.773462574997618, + 0.7683571774601374, + 0.7679202118514463, + 0.7652433516640436, + 0.7646507187099639, + 0.7614293675366312, + 0.7466876245214631, + 0.7466614686599489, + 0.7460375436915931, + 0.7439373748758951, + 0.7420892137510793, + 0.7383460322985936, + 0.7352687427475554, + 0.7299708454263809, + 0.7265961176356833, + 0.7221604165414798, + 0.7210819214112816, + 0.7129877677613885, + 0.7041094320051681, + 0.7036974109400704, + 0.7031760217163624, + 0.7026248467838814, + 0.7023090010196734, + 0.7002201663926164, + 0.6984180167037038, + 0.6955475644383498, + 0.6955468041260875, + 0.6927162455878171, + 0.6908758729849143, + 0.6888807032032368, + 0.6847730267625751, + 0.6833019822026304, + 0.681634875512139, + 0.6777600696690602, + 0.6765283802221479, + 0.6753950031177357, + 0.6740434772651838, + 0.6687154045039232, + 0.668119128372153, + 0.6680084914122189, + 0.6654275413522102, + 0.6635577510334816, + 0.6601724473195696, + 0.6589208571297477, + 0.6589022598549545, + 0.6568282048269323, + 0.655769495874295, + 0.6540340760925399, + 0.6474421606582514, + 0.6474364932226422, + 0.6452801851906041, + 0.6449720753864897, + 0.6447950279742444, + 0.6428389737433895, + 0.6422730337802167, + 0.6379974694443961, + 0.6365482183437444, + 0.6311767220440951, + 0.6307307337711154, + 0.6306113504753104, + 0.6223154074658352, + 0.618128982142686, + 0.6161601159405212, + 0.6132711594250057, + 0.6120157519133202, + 0.6109553155071041, + 0.6107728533957728, + 0.6083334988562047, + 0.601638100882538, + 0.5999246313958779, + 0.5985235026549504, + 0.5965523067598398, + 0.5941949612252009, + 0.5901735669442458, + 0.5899482862567567, + 0.5861184613913467, + 0.5836903318774389, + 0.580402097633568, + 0.5795075026996408, + 0.5781462511392528, + 0.5725651181016802, + 0.5685355885643947, + 0.5650347803717629, + 0.5645593786237318, + 0.5625565476637061, + 0.5586567653257851, + 0.5578471251939097, + 0.5530913563350305, + 0.5484676448941337, + 0.548456189129413, + 0.5478809517096964, + 0.5412413826667215, + 0.5366700851302945, + 0.5359234270619734, + 0.532784946341891, + 0.5271981721870103, + 0.5267912649085646, + 0.5225274474696953, + 0.5167315122430158, + 0.5156027278443467, + 0.5130724730460575, + 0.5051253398377925, + 0.5028718448175676, + 0.5021337765259364, + 0.49882396885830427, + 0.49043481407801237, + 0.49039382826110506, + 0.48569370850496607, + 0.4845333119189161, + 0.4836846510110852, + 0.4833195865176285, + 0.482825754790854, + 0.4794369938321231, + 0.4770096878699309, + 0.4753572818702111, + 0.4746208020847884, + 0.4695948273207464, + 0.4656421683138285, + 0.4645427275855744, + 0.4609706304818392, + 0.4502561980464174, + 0.4401658040802318, + 0.43663951610672985, + 0.43573137682429, + 0.4287767523190649, + 0.4164800222897783, + 0.4126650115068483, + 0.4115915804651546, + 0.4064228697304897, + 0.4049189339994005, + 0.3957626014819122, + 0.39515734924546814, + 0.39288550307303705, + 0.39186136295785184, + 0.3918286245931171, + 0.38394816214221567, + 0.38227663292943687, + 0.38001002642015763, + 0.3718763124521404, + 0.37138675914146074, + 0.37060362159167753, + 0.3685346119793484, + 0.36721753144883, + 0.36720181059561685, + 0.3663567587635621, + 0.3634301692668399, + 0.3612151865436363, + 0.3589526927831493, + 0.35729945547055086, + 0.35393800383900376, + 0.35073794235078004, + 0.3500946505520367, + 0.34679673766672964, + 0.3424264498733414, + 0.3422438555006584, + 0.34066924439329765, + 0.33986709399709614, + 0.3385680780778853, + 0.33706153971268976, + 0.33111570473467805, + 0.32749583572618063, + 0.3270575348546988, + 0.32131322376861343, + 0.31809397625401653, + 0.31622880079168114, + 0.31599386474002295, + 0.3140369111985904, + 0.3110329300770208, + 0.3109959768486806, + 0.3105664869966932, + 0.30975839157153995, + 0.30653548424598115, + 0.30508359241018695, + 0.303094368890465, + 0.3021017677697226, + 0.3002900779764953, + 0.2941511758972398, + 0.29196021016259877, + 0.2905455384124196, + 0.2837345760660969, + 0.28266899199982226, + 0.28159684266111196, + 0.28134218941339045, + 0.28107368995598997, + 0.2806310343041183, + 0.28001767540298406, + 0.27908692639427457, + 0.2772501916383747, + 0.27444865276230995, + 0.27282628977196727, + 0.270713813004515, + 0.2694659326011848, + 0.2689764763611454, + 0.2656107125891015, + 0.26512804434354104, + 0.26494178248034805, + 0.26256090905356305, + 0.2615781767848022, + 0.26119954525083766, + 0.25883536330759427, + 0.25443107728159486, + 0.25432189933381066, + 0.2517669175448163, + 0.25153148161917377, + 0.25140890318657527, + 0.24730213901065876, + 0.24616594521837135, + 0.24558822971746994, + 0.24363357316087622, + 0.24344644619531955, + 0.24294518890471253, + 0.24245063232785152, + 0.2412307123236542, + 0.2374512459173618, + 0.23426722273666017, + 0.23087344902547496, + 0.2302819382748014, + 0.23003057640521157, + 0.22481494371813232, + 0.22345360412800042, + 0.2214486119595546, + 0.22108885616647914, + 0.220457364834419, + 0.21731059154370863, + 0.21348893621808349, + 0.21260178919575387, + 0.21176113981041664, + 0.21038270285835464, + 0.20962165148205514, + 0.20767822213069165, + 0.20646469381499793, + 0.20517315708012332, + 0.2041307432044137, + 0.201300819501747, + 0.20097031726546857, + 0.20063616353772828, + 0.20029966526941378, + 0.1961232138303315, + 0.19582456209542987, + 0.19516567745273344, + 0.19382366389832653, + 0.1929341300094218, + 0.19280709520332018, + 0.19254102574408577, + 0.19127734175873334, + 0.19005538277230832, + 0.1892400230250057, + 0.18630373136733283, + 0.18532596264075746, + 0.18489434975388014, + 0.18342376341368916, + 0.17732932302643775, + 0.17611708701041587, + 0.17472706845404323, + 0.17396582325794355, + 0.17354038980444816, + 0.17109831879148157, + 0.16995823031350316, + 0.16594120074484783, + 0.1656295934477514, + 0.16501706710947792, + 0.16432181347447256, + 0.16390126850305126, + 0.1624435025557239, + 0.1592050076269803, + 0.159130014427142, + 0.15912663284050035, + 0.15780385492887083, + 0.15185717195932216, + 0.15002297888413713, + 0.14850991974314348, + 0.14519839124476536, + 0.1437714839174722, + 0.1423891251079893, + 0.14002140809859479, + 0.13945050291435893, + 0.13361878083089457, + 0.13100874416134362, + 0.13074755586164166, + 0.12499070610804953, + 0.12448651009784471, + 0.12386711672099669, + 0.12148768746689656, + 0.12100438822287432, + 0.12043653461958209, + 0.11939766768283847, + 0.1177472448102846, + 0.11558267926164506, + 0.11448618660898997, + 0.11335322642150658, + 0.11309314734990655, + 0.11293513628619133, + 0.11200408908117816, + 0.10979779883196471, + 0.10861869661103014, + 0.1072557008998022, + 0.10543487832900576, + 0.10535247234339991, + 0.10359373653076878, + 0.10358649348173746, + 0.10294671194332804, + 0.1025700705453732, + 0.09973556196913475, + 0.09917022771873757, + 0.09777076529754647, + 0.09736974266959122, + 0.09680336648855878, + 0.09599297350296551, + 0.09277681042344134, + 0.09192481586144766, + 0.091649184499478, + 0.09115208460563869, + 0.09079336538145462, + 0.08990539154095424, + 0.08927683763024635, + 0.08358943907792052, + 0.08066052969942365, + 0.07949076677930585, + 0.07711579216015763, + 0.0766292978447954, + 0.07376711415493546, + 0.06520896102525213, + 0.06371320339415373, + 0.06356699207503869, + 0.0622144847051943, + 0.06174499139952908, + 0.06144659706576993, + 0.06053186237298154, + 0.059546503862354584, + 0.05951999327355246, + 0.05904100638294537, + 0.05637045711235983, + 0.05415372616917124, + 0.05266934464254558, + 0.05213800732029278, + 0.05021793275039936, + 0.04944495938907215, + 0.04677173285333551, + 0.04661718288507845, + 0.04466782531599613, + 0.043895797158597656, + 0.04113900839939777, + 0.03648151194535732, + 0.034923451051988345, + 0.032928605043587106, + 0.03231624882665537, + 0.03160127744248556, + 0.024813504069097006, + 0.024759586067885767, + 0.024738538307461796, + 0.02451253522498348, + 0.021899279587030977, + 0.02182735541839309, + 0.020356827252223323, + 0.019762997774812684, + 0.016686894386407046, + 0.015425849154755767, + 0.014115253555542585, + 0.012624428477293509, + 0.012481901588816884, + 0.012067655491207401, + 0.011019488321781633, + 0.008780440496106904, + 0.007437358508175199, + 0.0032870779013019482, + 0.0031923189533691497, + 0.0026008172751375218, + 0.0022820014828176414, + 0.002177175111610804, + 0.001883090007629818, + 0.0017486483835977456, + 0.0014780142412471925, + 0.0012231040673172787, + 0.0008877163882835636, + 0.0007180842167883015, + 0.0003840868599092183, + 0.00031953632266366335, + 0.00024732799610494976, + 0.00020225785000737589, + 0.00012988031900271457, + 4.754896082865801e-05, + 4.1511067189949625e-05, + 1.7406154015222544e-05, + 1.9269754122522486e-06, + 1.1849958389440542e-06, + 3.30223718494697e-07, + 1.5099723133451437e-15, + 5.452677798190797e-16, + 5.033241044483812e-16, + 4.1943675370698436e-16, + 4.1943675370698436e-16, + 2.0971837685349218e-16, + 1.6777470148279374e-16, + 1.6777470148279374e-16, + 1.6777470148279374e-16, + 1.258310261120953e-16, + 1.258310261120953e-16, + 1.258310261120953e-16, + 1.258310261120953e-16, + 8.388735074139687e-17 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 90.54545454545453, + "precision": 90.54545454545453, + "recall": 100.0, + "f1": 95.02796661784835 + }, + "selection": { + "precision": 0.5095007240527102, + "recall": 1.437125748502994, + "f1": 0.7521786698262092, + "jaccard": 0.37793517710055025 + } + } +} \ No newline at end of file diff --git a/output/regress/Prostate_Cancer/significant_genes_condition_Stroke.json b/output/regress/Prostate_Cancer/significant_genes_condition_Stroke.json new file mode 100644 index 0000000000000000000000000000000000000000..53335bea626e2dc41b4145f65651082e9bc49fd5 --- /dev/null +++ b/output/regress/Prostate_Cancer/significant_genes_condition_Stroke.json @@ -0,0 +1,1680 @@ +{ + "significant_genes": { + "Variable": [ + "CT47A1", + "COX7A2L", + "APEX2", + "TSPY1", + "OR1Q1", + "UNC119B", + "SERPINB10", + "ZNF578", + "LNP1", + "ZNF410", + "SPANXA2", + "GOLGA8DP", + "TSPAN10", + "CHRNB1", + "ZNF878", + "MMP7", + "AASS", + "ADGRA1", + "ANGPTL7", + "C10orf62", + "RPL10", + "OARD1", + "OR51L1", + "CREG2", + "GLT1D1", + "GSTT2", + "HOXC11", + "AKAP7", + "COLEC11", + "UPP2", + "TCHHL1", + "SBDSP1", + "A4GNT", + "CEP43", + "SLC25A23", + "FERD3L", + "HEMGN", + "TCERG1L", + "OOSP2", + "SAFB", + "SLC25A51", + "SLC7A5P1", + "FAIM", + "TAAR8", + "DQX1", + "PRAMEF4", + "HEXA-AS1", + "OR1L8", + "DLGAP1", + "SPATA8", + "KLHDC8A", + "H3C6", + "FKSG29", + "CDH6", + "GLRA2", + "NEUROD2", + "PLAGL1", + "TMCO2", + "NETO1", + "SLC35F3", + "HAO2", + "CPLX4", + "GSTT4", + "MAGEA12", + "RPL23AP7", + "SBK2", + "SPP1", + "TLX1", + "RIMBP3C", + "TBC1D3P2", + "GABRR3", + "INGX", + "CFHR4", + "ROBO2", + "LCE1C", + "NUFIP1", + "C17orf78", + "KLC4", + "CHKA", + "OPN4", + "HYKK", + "GTF2A1L", + "SYCP2", + "GBE1", + "HSP90AB1", + "FBLN7", + "GRAPL", + "NME5", + "HYAL6P", + "SLC10A2", + "HBE1", + "CRBN", + "RBM44", + "FXR1", + "STBD1", + "FAM181A", + "IQCF2", + "HCN1", + "CCNE1", + "ZPR1", + "SOHLH1", + "SNORA79", + "DYRK1B", + "AVP", + "CFAP54", + "SLC8A3", + "PLAGL2", + "KLK8", + "MYLIP", + "NFIB", + "NCOR1P1", + "OR51F1", + "AJM1", + "PPP1R2C", + "SAP30", + "GGT8P", + "CCDC70", + "FAM106A", + "H1-9P", + "MYO3B", + "ZNF764", + "CNPY1", + "PIK3R3", + "CDK11A", + "EFL1", + "SLC2A12", + "HDX", + "POU3F2", + "KRTAP10-9", + "PLET1", + "WBP2NL", + "TFR2", + "IFNA4", + "IL1RAPL1", + "OR2M4", + "RPH3AL", + "LIN28B", + "FAM180A", + "GLIPR1L2", + "KIF2B", + "RBPJL", + "SLC6A18", + "OR13F1", + "OR7D2", + "KRT37", + "SCARNA10", + "PRSS33", + "TBC1D29P", + "ANKRD40CL", + "H2AC1", + "HTN3", + "KREMEN2", + "SLCO6A1", + "CYP4F11", + "P2RX5", + "PTENP1", + "IFNL1", + "PPP1R3B", + "NPAP1", + "CANX", + "BEND2", + "OR52K2", + "IRGC", + "LELP1", + "CDR1", + "SNORA68", + "DEFB103B", + "RHEBL1", + "OR2T27", + "PRKRA", + "CIAO1", + "C1orf141", + "RXFP2", + "ERC2-IT1", + "SPTB", + "DEDD2", + "ATXN3L", + "PPP1R1C", + "IL2", + "SYNGR4", + "HSD3B1", + "TERB1", + "NBR2", + "H4C12", + "DEFB136", + "PEBP4", + "TXNIP", + "ADAMTS20", + "ATP10A", + "LRIT1", + "CYP8B1", + "CA10", + "TTTY6B", + "EGR2", + "HMGA2", + "HSPB9", + "PAPSS1", + "TASP1", + "FBXO33", + "PABPC1P2", + "TICAM2", + "TBPL1", + "OR5J2", + "TPM4", + "KLKB1", + "PPP2R2C", + "FTSJ3", + "HYAL3", + "UMOD", + "HTR5A", + "HOXA3", + "TRIM51", + "OR2J2", + "PRSS3", + "TFAMP1", + "S100A5", + "MCM3", + "SNAR-B2", + "SNORA38B", + "NELL1", + "ISOC1", + "CCDC177", + "DEFB113", + "HIGD2B", + "RYBP", + "IDI2", + "ARSF", + "OR2AK2", + "CTAG2", + "MUC7", + "HMGB4", + "TAAR2", + "C10orf53", + "CCDC74A", + "SERPINE3", + "GUCY2EP", + "C22orf42", + "CFAP74", + "C4orf50", + "GSTM1", + "TRPV5", + "CYBRD1", + "SART3", + "PTPRT", + "LAIR2", + "OR6N2", + "RETN", + "KRTAP7-1", + "REG1B", + "SLC30A3", + "H1-3", + "TTTY8", + "DHH", + "TFB1M", + "CLYBL", + "PIGC", + "RIT2", + "TBC1D22B", + "ALPP", + "OR1L6", + "CNGA2", + "TBC1D28", + "C11orf42", + "COPS3", + "SSX1", + "METTL8", + "SIX3", + "CCDC116", + "LCE6A", + "ZNF90", + "RD3", + "HK2", + "TMEM88B", + "BMX", + "OR52A1", + "NSG2", + "MC2R", + "SLC39A12", + "HPCAL4", + "CLDN6", + "OR52H1", + "IFNA17", + "CASP12", + "GLT6D1", + "GYPA", + "MERTK", + "OR51A4", + "KRT84", + "MCM9", + "H4C4", + "DAD1P1", + "PRSS45P", + "TRIM49", + "SPAG6", + "CEP170P1", + "BIRC7", + "PP2D1", + "GTPBP10", + "NKX2-6", + "SLC7A5", + "ADCYAP1R1", + "SUPT20HL1", + "MRI1", + "ZKSCAN8P1", + "ZMYND12", + "FAM66C", + "NIBAN2", + "VRTN", + "PTGDR", + "PELO", + "PDYN", + "KHDC1L", + "IDO2", + "SOX3", + "WHAMM", + "TRIM41", + "SLC35E2B", + "ADCYAP1", + "GABRB1", + "KRT76", + "TREML4", + "GRB2", + "H2BC10", + "OR2F1", + "GPATCH1", + "OPALIN", + "PCDHGA3", + "TOB1", + "RAX", + "ERICH3", + "XRCC1", + "CD300LD", + "BARX2", + "ZBED10P", + "RNF135", + "NCR1", + "C5orf46", + "MIXL1", + "HMGN3", + "OR51B5", + "UCA1", + "BID", + "GJB6", + "PAGE5", + "MAPK10", + "RBMXL3", + "TRAK1", + "H3C2", + "PASD1", + "IGSF21", + "NAP1L6P", + "ST13P4", + "IFNK", + "TAF15", + "HMGB3P1", + "MCM3AP-AS1", + "SALL4", + "LOC153910", + "MIR9-1HG", + "ZSCAN31", + "GRIA4", + "ARL5C", + "KRT33A", + "ASTE1", + "CHMP1B", + "MAK16", + "KRTAP10-11", + "ERP44", + "FAM25G", + "PNPLA3", + "DBX2", + "FAM90A7", + "SSTR5", + "TRPC5", + "OR10R2", + "CBLC", + "TCTN2", + "FAM136BP", + "CDX2", + "KRTAP4-1", + "POTEA", + "MED20", + "EFCAB6", + "HCG26", + "LINC00518", + "FAM66D", + "SLC66A1LP", + "OR52N2", + "SEC14L4", + "FAM74A1", + "PLXNB2", + "TCEAL6", + "ALX1", + "CRH", + "SPINK8", + "C12orf56", + "LRIT2", + "PMS2P5", + "CD55", + "OR2AG1", + "GATA4", + "PDHA2", + "CELA1", + "ST20", + "DNAI7", + "CHST4", + "ZNF140", + "CALHM1", + "ALLC", + "PAGE2B", + "HTR2C", + "SCAND3", + "POU5F2", + "AMPD2", + "NMNAT1", + "MSX2P1", + "OOEP", + "SLC35G6", + "HSF5", + "LCE3E", + "TUB", + "KRTAP13-2", + "TEX13B", + "LIM2", + "ACOT12", + "OR5K3", + "FAM181A-AS1", + "TMT1B", + "HMX3", + "TRPM1", + "CAGE1", + "SPRR2B", + "CD109", + "CA7", + "H4C3", + "H2BW1", + "CLDND2", + "NYAP2", + "TRAPPC3L", + "SPATS1", + "TAS2R7", + "CRLF2", + "TTC36", + "FUOM", + "RPL9", + "OR2G3", + "CRYBA1", + "PRL", + "SPATA31E1", + "LOC646813", + "MTMR7", + "LRRC4B", + "OXT", + "CCN4", + "KRTAP19-5", + "GALNTL5", + "MDS2", + "GTSE1-DT", + "LOC644669", + "DPPA4", + "GFOD3P", + "RAMAC", + "LOC284009", + "CELSR3", + "SPAG11A", + "CHCT1", + "ZIC4", + "PNLIPRP1", + "OR7E24", + "FLG2", + "ANKRD34C", + "PDGFRL", + "GPR50", + "OR51T1", + "ZNF17", + "NXPH2", + "RNF186", + "ASAP1-IT1", + "ROS1", + "RAB41", + "KRT25", + "RRH", + "SYT5", + "SND1", + "RLN3", + "OR10P1", + "MARK1", + "SPANXN4", + "OR1K1", + "PGA3", + "KIR3DX1", + "SLC4A10", + "ABHD17C", + "EQTN", + "OR52B4", + "HDAC9", + "LINC00575", + "HNRNPA2B1", + "TSPYL6", + "GNG3", + "SNORD8", + "SLC2A11", + "LOC400940", + "RPH3A", + "EIF4A2", + "KRT38", + "SPANXB1", + "TREX2", + "MBD3L1", + "LOC100192426", + "ERAS", + "MROH2B", + "AGXT", + "FGF7P3", + "PCDHGC5", + "CACNA1E", + "GATA1", + "GRIPAP1", + "NEUROG2", + "POM121L9P", + "CPOX", + "SERHL", + "LIPI", + "PKHD1", + "VAX1", + "H1-6", + "ALPG", + "TYR", + "PRAP1", + "ZSCAN5B", + "FAM43B", + "DIS3", + "DHODH", + "TSSK2", + "SLC22A20P", + "OR10T2", + "HAUS2", + "CMTM2", + "OR9K2", + "WDR64", + "VTRNA1-1", + "FAM27E5", + "DEFB106A", + "GUCY1B2", + "GAGE2E", + "GLYATL3", + "DEFB121", + "TTTY17A", + "TTTY17B", + "DEFB122", + "DEFB128", + "DEFB130A" + ], + "Coefficient": [ + -6.004284673614901, + 2.9520866044677248, + 2.8252597232220156, + 2.7679247124941857, + -2.764466403335162, + 2.74899239541376, + -2.617213020413671, + 2.5696063361501253, + 2.4757295501345107, + -2.402908572977538, + -2.352959532748405, + 2.222904208822321, + 2.158841880993925, + 2.156496121019313, + -2.057190464386334, + 1.9671575315260608, + -1.9670304296524028, + -1.8577409052310692, + -1.809571140466875, + -1.760289265684741, + 1.7109660732241387, + 1.7015448893222098, + 1.6929303346696867, + -1.6415013128785982, + -1.631557291376141, + -1.6304288601536472, + 1.6193401445263491, + 1.5963217015792273, + -1.5909164169164485, + -1.5875743487209346, + 1.5875044545543586, + -1.5714427856742126, + 1.5628671281298236, + 1.5553223231078157, + -1.5459555221977275, + -1.5455519269244549, + -1.512095923169138, + 1.504829432296378, + -1.499634844558939, + 1.4972487741816343, + 1.485551809651154, + 1.4836736201413536, + 1.4819063741986216, + 1.4679417671475978, + -1.465990051153671, + -1.4549326626995767, + 1.4444329172933053, + -1.4358004173710475, + 1.4341484548908419, + -1.429359193717175, + -1.425039684926825, + 1.424853003837331, + -1.415008096571518, + 1.4093682755849175, + -1.3920222877555226, + -1.3872373087982017, + 1.3764690101137995, + -1.3427752760801441, + -1.3407390200500646, + 1.32841689795034, + -1.3223989314643576, + 1.315312376056899, + 1.301783130467854, + 1.290261220144629, + 1.2880149053227266, + 1.2839474277550154, + -1.2788161858042904, + -1.2787358284706305, + 1.2660865324536847, + 1.2628659604709314, + -1.261556973601091, + -1.2598197209577773, + 1.2480683508044184, + -1.246371338979071, + 1.2452967973897997, + -1.2250041136585041, + 1.2225964964480265, + 1.2208252071920924, + 1.2168495094709353, + 1.1931356280301924, + -1.192330736228751, + 1.1920821258984626, + -1.1855202175532429, + 1.1799332956871091, + 1.179104142917669, + -1.1720373467103746, + 1.164168597481306, + 1.1559405624712307, + 1.1494195208817994, + -1.1449967769813254, + 1.0980899360314564, + -1.0917989889881574, + 1.0892635875983843, + 1.082373511197744, + -1.0801110235722722, + -1.0731183672707385, + -1.0678506080032886, + -1.066992882832878, + -1.0573951531405457, + -1.05467272150946, + 1.0535858674062981, + -1.0374252501991374, + 1.0359891651644426, + 1.023293311867339, + 1.0168176083239737, + 1.0164976104268597, + -1.01299280514482, + -1.0024680424795305, + 0.9924578836545747, + 0.9810763788243623, + 0.9785679025205708, + 0.97543952891579, + 0.9746725273078799, + -0.9735878062981675, + 0.9581070984868125, + 0.9472791860165374, + 0.9295991994977648, + 0.9242076066484781, + 0.9187536102694754, + -0.9083760927440969, + 0.9020775351056712, + -0.8967881133817978, + 0.8950698079265367, + 0.8870737050164668, + 0.8848624606472987, + 0.8796203315908082, + 0.8742728059586934, + -0.8732542110780861, + 0.8671035858520043, + -0.8491138876409617, + -0.8453176983309837, + -0.8362585750779162, + 0.8354252463530246, + -0.831889085048755, + -0.8189485580751039, + 0.818042071788852, + -0.8170915917911865, + -0.8148896751215312, + 0.8138455661396913, + 0.8116410438965593, + 0.7883730278307733, + 0.7850888424529895, + 0.7847573538597533, + -0.7726860160568298, + 0.7704479883876099, + 0.7652831292829307, + -0.7533311747661962, + 0.7532849706271583, + -0.7501774408864178, + 0.7443795612034105, + 0.7430113651651307, + 0.736530256322002, + -0.7364077760627867, + -0.7352634939770303, + -0.734435616687853, + -0.7338739107704553, + 0.729529594812114, + -0.7282494627310002, + -0.7227377469646913, + 0.7226689074751335, + -0.7110813582398744, + 0.7094923112855763, + -0.7073755504078252, + -0.7018734308401229, + -0.7006323948433434, + 0.6974654793059468, + 0.6920677668287153, + 0.6869793430390725, + -0.685026937838066, + -0.6780489000629463, + -0.672324709618767, + 0.6646604864212233, + -0.6609270266537364, + -0.6570403701543055, + 0.65271710274865, + 0.6456613440150626, + 0.6442921173562568, + 0.6436018948161892, + 0.6419523907756141, + 0.6395879496788007, + -0.6393653674034949, + -0.6366418252566809, + -0.635160367927351, + -0.630632053482619, + 0.630414684012078, + -0.6287543597861913, + 0.626372941794948, + -0.623914982189825, + -0.623624412096334, + -0.6166243389076298, + 0.6135449394727702, + 0.6114769347450465, + -0.6095128540397926, + -0.6050056964090293, + -0.6049283805949992, + 0.6040286915926996, + 0.6039854198541977, + 0.6017307212785616, + -0.5990796255741171, + 0.5951759813449772, + 0.590076863417347, + 0.5889908666371951, + 0.5845828419516048, + -0.5829198704454659, + 0.5810206099861054, + -0.5757478926593107, + 0.5746435695196036, + -0.5724583230246333, + 0.5716759720728505, + -0.5676999850673272, + 0.5648770879687821, + -0.564491867574431, + -0.5600048361472812, + -0.5594411641027945, + -0.5594152696831329, + -0.5578643162125785, + 0.5569580621363919, + -0.550180113114793, + 0.5427574071307333, + 0.5401020497547371, + 0.5392183902441802, + -0.5369871711028978, + 0.5359829792390386, + -0.534468991101734, + 0.534282732261818, + -0.5329548091575597, + 0.5324257402733873, + -0.5313221424845325, + 0.5290494880710206, + -0.5260425708863112, + -0.5217545574697501, + 0.5187431587864919, + -0.5182038034347624, + 0.5168121063394923, + 0.5130461061572623, + -0.5126385670792833, + -0.5065271115928963, + 0.5056335913415181, + 0.49723122044657025, + -0.49428131681516435, + 0.4922539766476242, + -0.4916779752089205, + 0.48993539827818255, + 0.4897731440535187, + -0.487489962551956, + -0.48702630284835663, + -0.48651198343660046, + -0.4852703804602996, + -0.47998876262965734, + -0.47823125980939146, + 0.47020983281412626, + 0.46712497890096366, + 0.46490093423464524, + 0.4635020973130431, + -0.4633754146318878, + 0.4587131316148158, + 0.4580328574832176, + 0.4496373484143325, + -0.4476449343782648, + -0.44730487959969684, + 0.44646660316301384, + 0.44536779026882556, + -0.44523968373323997, + -0.44428956266648373, + 0.4366625800756028, + -0.43470362565826653, + 0.43304589055094006, + -0.4309819410883652, + 0.4254053558507813, + -0.4249260871955143, + -0.42393045391630024, + -0.42111082436410974, + -0.4191770435872729, + -0.4160090021352083, + 0.41493323977957375, + -0.4116337997001792, + -0.41101817585728845, + 0.41096392438044477, + -0.4107657061147481, + -0.410240215556305, + 0.4098829348355558, + 0.4088744790505943, + 0.4066891718565449, + 0.40299194432637214, + 0.40230915595365957, + 0.40186570638608266, + 0.39814224547011207, + 0.39506512455548093, + 0.39456407933566173, + 0.3919757567210179, + -0.3848587750885968, + -0.38138601006726386, + 0.3782835122624339, + 0.3781273451543695, + -0.3755394156219022, + 0.3730775796240747, + 0.3695080930085926, + -0.36560720338166725, + -0.3643198338481823, + -0.36389076184770097, + -0.3629946394709839, + -0.36267195921703654, + 0.36241323369786993, + 0.3604139542258165, + 0.35861142859639156, + -0.35853161594791005, + 0.3556763078132413, + 0.35099455617136605, + 0.34896384844192485, + 0.34854341332502814, + 0.3470163248959914, + -0.3456467892198515, + -0.3451174429073984, + -0.3450993797876876, + 0.34494391226439663, + 0.34330378078585305, + 0.3417326158781793, + 0.34039244034042443, + 0.33633719073743107, + -0.333015109655414, + -0.33293701112505036, + 0.33013387116254256, + 0.3280097197349967, + 0.3265371727647228, + -0.32607024685681596, + -0.3250196854443945, + -0.31934068147925615, + 0.3187213018809438, + -0.3143556174020141, + 0.31248888523363205, + 0.31128673796529005, + -0.3104445139711125, + 0.3094091093915156, + -0.3087727211766082, + 0.3087113428735972, + 0.3081185492517948, + 0.30111824262474435, + 0.29639947516593557, + 0.29633454261558156, + 0.2945597747393968, + 0.29416435203302743, + -0.28763620474849777, + -0.28371095595065493, + 0.28322534788319437, + -0.2818589970970971, + 0.2814675879091361, + -0.28115725626353455, + 0.28012268107605476, + -0.28003471032639354, + -0.27944098051015137, + 0.2792729308512033, + 0.2777654058505827, + 0.2771633112732229, + 0.27661093229015327, + -0.27564633688546486, + -0.27527796217632267, + -0.2747346362720339, + -0.2725420458491148, + -0.27172745661849595, + -0.270595402375522, + -0.2671692803291765, + -0.2664297797524563, + -0.2646020727185157, + -0.2625273447971514, + 0.25927072821224695, + -0.2589443211748459, + 0.25745566388141, + 0.25548607685282954, + 0.25384895082366266, + -0.25236991755130994, + -0.2519154367660441, + -0.25116136412081413, + -0.25034918133012346, + -0.24952997485670392, + -0.2427211931486463, + -0.23775507438535876, + 0.23750269445604677, + 0.23633174984985486, + -0.23375936507967787, + -0.23218492989937822, + 0.229101951586406, + 0.22431089619199096, + 0.22370130142022152, + 0.22297882012922918, + 0.22293051641909645, + -0.22120070760216068, + -0.22095234387021961, + 0.21987056477018735, + 0.21004050718051537, + 0.20938051920486844, + 0.20737759089821448, + 0.20372407333984816, + 0.20282605764158074, + 0.19917337439284313, + -0.19814604420409654, + 0.19723788502417944, + 0.19642435380305223, + -0.19474928766595462, + -0.19453619437680406, + 0.19409285606308369, + -0.19290305390435192, + 0.18952138730616055, + -0.18891542481228513, + 0.18849654090358567, + 0.1880139307392995, + -0.18775183930732697, + -0.18290718121816543, + -0.18232246657478896, + -0.17751261474634936, + 0.17651222340072872, + 0.17625509576790602, + 0.17610792824996388, + -0.1759279397605998, + -0.17360650520588944, + 0.17339812795873172, + -0.17262273224124886, + -0.17067907196112028, + 0.16835993857323692, + 0.16658084653402214, + -0.16656649852726105, + -0.16591785634913175, + -0.16525891016682592, + -0.16275719982550121, + 0.16147989468028412, + 0.15905380710499967, + -0.15774063540773917, + -0.15581587663240193, + -0.15579606753203357, + 0.15502757508067122, + -0.1515989091395743, + -0.15126551039922806, + -0.15071262144728806, + 0.14815083140253135, + -0.14526354069989775, + 0.1397211673173661, + -0.1385958170850006, + -0.13759857448912066, + -0.1373549487867394, + 0.13685414288937167, + 0.13441343691192822, + -0.13364096326833486, + 0.1322947882504819, + 0.1316811309350386, + -0.13011571278502837, + -0.12979449217658337, + 0.12970798654640509, + 0.12840128659436117, + -0.1279760918916562, + -0.12678846088619894, + 0.12546707152878284, + -0.1238711265064428, + 0.12257673666707672, + -0.12195709354284767, + -0.11905736608813391, + -0.1161115533428884, + 0.11470324809517017, + 0.10861712039661926, + 0.10843577252162045, + 0.10777574142236554, + -0.10724158403134038, + -0.10589535516351634, + 0.10260448137298288, + -0.10051017009351854, + -0.09956247327621283, + 0.09848016175622808, + -0.09765110515989689, + -0.09363419798161775, + -0.09308678839424761, + 0.09303763574390399, + 0.09210730703950143, + -0.090204237458163, + -0.08855662535732334, + 0.08808116697681444, + 0.08745868483223813, + 0.08412451503428037, + 0.0817500104274718, + 0.08001324225963746, + 0.07909478996254413, + 0.07731530727489712, + -0.0762820677927448, + -0.07566237302316212, + 0.07464284668021849, + -0.07383343686284717, + 0.06996959898153973, + 0.06879084659243287, + -0.06863898758030185, + 0.06808677356031032, + -0.06796050633620214, + 0.06658798983340064, + -0.06603414158342298, + 0.06346780272776381, + 0.0634414515171385, + -0.06259597391278936, + 0.06115265593955631, + 0.06094436364302348, + 0.06093509539454741, + 0.05991968280657883, + 0.059530763694691416, + 0.05946593668723592, + -0.058118488513449196, + 0.05723493171294112, + 0.05415203226182612, + 0.05324731462034461, + -0.05160505661080266, + 0.049464908808497625, + 0.04817432770690226, + -0.0451942653894665, + 0.04493421670483723, + -0.04441458159213811, + 0.04349318750219954, + 0.040768037068706575, + 0.038605442141397626, + 0.03486135811350855, + 0.03287210400958238, + -0.029813984614294603, + -0.029583978444059113, + 0.02633776376604121, + 0.024697163746571094, + -0.024329431010690333, + -0.024002646230202835, + 0.023290000828876382, + -0.022878930610972844, + -0.020723432491666197, + 0.020046389880748486, + -0.019023774540702167, + 0.017813694822834552, + -0.017636954663854357, + -0.016522467960722473, + -0.015988876363339573, + 0.013311657708784324, + -0.01296390611252667, + -0.012756932719135161, + -0.011194575340010771, + 0.010343562901703374, + 0.00936132826331645, + -0.009047311968345363, + -0.008975065493525822, + -0.008136958182497897, + -0.007512919667443532, + 0.004602191941292784, + -0.004006521654803567, + 0.0036157154396538114, + 0.0032816369072322963, + -0.002561172520896213, + -0.0018532276323057564, + -0.0008408156739424786, + -9.770838204397476e-05, + 7.335225564639493e-06, + 1.4260849626037468e-15, + -1.1744229103795562e-15, + 1.258310261120953e-16, + 1.258310261120953e-16 + ], + "Absolute Coefficient": [ + 6.004284673614901, + 2.9520866044677248, + 2.8252597232220156, + 2.7679247124941857, + 2.764466403335162, + 2.74899239541376, + 2.617213020413671, + 2.5696063361501253, + 2.4757295501345107, + 2.402908572977538, + 2.352959532748405, + 2.222904208822321, + 2.158841880993925, + 2.156496121019313, + 2.057190464386334, + 1.9671575315260608, + 1.9670304296524028, + 1.8577409052310692, + 1.809571140466875, + 1.760289265684741, + 1.7109660732241387, + 1.7015448893222098, + 1.6929303346696867, + 1.6415013128785982, + 1.631557291376141, + 1.6304288601536472, + 1.6193401445263491, + 1.5963217015792273, + 1.5909164169164485, + 1.5875743487209346, + 1.5875044545543586, + 1.5714427856742126, + 1.5628671281298236, + 1.5553223231078157, + 1.5459555221977275, + 1.5455519269244549, + 1.512095923169138, + 1.504829432296378, + 1.499634844558939, + 1.4972487741816343, + 1.485551809651154, + 1.4836736201413536, + 1.4819063741986216, + 1.4679417671475978, + 1.465990051153671, + 1.4549326626995767, + 1.4444329172933053, + 1.4358004173710475, + 1.4341484548908419, + 1.429359193717175, + 1.425039684926825, + 1.424853003837331, + 1.415008096571518, + 1.4093682755849175, + 1.3920222877555226, + 1.3872373087982017, + 1.3764690101137995, + 1.3427752760801441, + 1.3407390200500646, + 1.32841689795034, + 1.3223989314643576, + 1.315312376056899, + 1.301783130467854, + 1.290261220144629, + 1.2880149053227266, + 1.2839474277550154, + 1.2788161858042904, + 1.2787358284706305, + 1.2660865324536847, + 1.2628659604709314, + 1.261556973601091, + 1.2598197209577773, + 1.2480683508044184, + 1.246371338979071, + 1.2452967973897997, + 1.2250041136585041, + 1.2225964964480265, + 1.2208252071920924, + 1.2168495094709353, + 1.1931356280301924, + 1.192330736228751, + 1.1920821258984626, + 1.1855202175532429, + 1.1799332956871091, + 1.179104142917669, + 1.1720373467103746, + 1.164168597481306, + 1.1559405624712307, + 1.1494195208817994, + 1.1449967769813254, + 1.0980899360314564, + 1.0917989889881574, + 1.0892635875983843, + 1.082373511197744, + 1.0801110235722722, + 1.0731183672707385, + 1.0678506080032886, + 1.066992882832878, + 1.0573951531405457, + 1.05467272150946, + 1.0535858674062981, + 1.0374252501991374, + 1.0359891651644426, + 1.023293311867339, + 1.0168176083239737, + 1.0164976104268597, + 1.01299280514482, + 1.0024680424795305, + 0.9924578836545747, + 0.9810763788243623, + 0.9785679025205708, + 0.97543952891579, + 0.9746725273078799, + 0.9735878062981675, + 0.9581070984868125, + 0.9472791860165374, + 0.9295991994977648, + 0.9242076066484781, + 0.9187536102694754, + 0.9083760927440969, + 0.9020775351056712, + 0.8967881133817978, + 0.8950698079265367, + 0.8870737050164668, + 0.8848624606472987, + 0.8796203315908082, + 0.8742728059586934, + 0.8732542110780861, + 0.8671035858520043, + 0.8491138876409617, + 0.8453176983309837, + 0.8362585750779162, + 0.8354252463530246, + 0.831889085048755, + 0.8189485580751039, + 0.818042071788852, + 0.8170915917911865, + 0.8148896751215312, + 0.8138455661396913, + 0.8116410438965593, + 0.7883730278307733, + 0.7850888424529895, + 0.7847573538597533, + 0.7726860160568298, + 0.7704479883876099, + 0.7652831292829307, + 0.7533311747661962, + 0.7532849706271583, + 0.7501774408864178, + 0.7443795612034105, + 0.7430113651651307, + 0.736530256322002, + 0.7364077760627867, + 0.7352634939770303, + 0.734435616687853, + 0.7338739107704553, + 0.729529594812114, + 0.7282494627310002, + 0.7227377469646913, + 0.7226689074751335, + 0.7110813582398744, + 0.7094923112855763, + 0.7073755504078252, + 0.7018734308401229, + 0.7006323948433434, + 0.6974654793059468, + 0.6920677668287153, + 0.6869793430390725, + 0.685026937838066, + 0.6780489000629463, + 0.672324709618767, + 0.6646604864212233, + 0.6609270266537364, + 0.6570403701543055, + 0.65271710274865, + 0.6456613440150626, + 0.6442921173562568, + 0.6436018948161892, + 0.6419523907756141, + 0.6395879496788007, + 0.6393653674034949, + 0.6366418252566809, + 0.635160367927351, + 0.630632053482619, + 0.630414684012078, + 0.6287543597861913, + 0.626372941794948, + 0.623914982189825, + 0.623624412096334, + 0.6166243389076298, + 0.6135449394727702, + 0.6114769347450465, + 0.6095128540397926, + 0.6050056964090293, + 0.6049283805949992, + 0.6040286915926996, + 0.6039854198541977, + 0.6017307212785616, + 0.5990796255741171, + 0.5951759813449772, + 0.590076863417347, + 0.5889908666371951, + 0.5845828419516048, + 0.5829198704454659, + 0.5810206099861054, + 0.5757478926593107, + 0.5746435695196036, + 0.5724583230246333, + 0.5716759720728505, + 0.5676999850673272, + 0.5648770879687821, + 0.564491867574431, + 0.5600048361472812, + 0.5594411641027945, + 0.5594152696831329, + 0.5578643162125785, + 0.5569580621363919, + 0.550180113114793, + 0.5427574071307333, + 0.5401020497547371, + 0.5392183902441802, + 0.5369871711028978, + 0.5359829792390386, + 0.534468991101734, + 0.534282732261818, + 0.5329548091575597, + 0.5324257402733873, + 0.5313221424845325, + 0.5290494880710206, + 0.5260425708863112, + 0.5217545574697501, + 0.5187431587864919, + 0.5182038034347624, + 0.5168121063394923, + 0.5130461061572623, + 0.5126385670792833, + 0.5065271115928963, + 0.5056335913415181, + 0.49723122044657025, + 0.49428131681516435, + 0.4922539766476242, + 0.4916779752089205, + 0.48993539827818255, + 0.4897731440535187, + 0.487489962551956, + 0.48702630284835663, + 0.48651198343660046, + 0.4852703804602996, + 0.47998876262965734, + 0.47823125980939146, + 0.47020983281412626, + 0.46712497890096366, + 0.46490093423464524, + 0.4635020973130431, + 0.4633754146318878, + 0.4587131316148158, + 0.4580328574832176, + 0.4496373484143325, + 0.4476449343782648, + 0.44730487959969684, + 0.44646660316301384, + 0.44536779026882556, + 0.44523968373323997, + 0.44428956266648373, + 0.4366625800756028, + 0.43470362565826653, + 0.43304589055094006, + 0.4309819410883652, + 0.4254053558507813, + 0.4249260871955143, + 0.42393045391630024, + 0.42111082436410974, + 0.4191770435872729, + 0.4160090021352083, + 0.41493323977957375, + 0.4116337997001792, + 0.41101817585728845, + 0.41096392438044477, + 0.4107657061147481, + 0.410240215556305, + 0.4098829348355558, + 0.4088744790505943, + 0.4066891718565449, + 0.40299194432637214, + 0.40230915595365957, + 0.40186570638608266, + 0.39814224547011207, + 0.39506512455548093, + 0.39456407933566173, + 0.3919757567210179, + 0.3848587750885968, + 0.38138601006726386, + 0.3782835122624339, + 0.3781273451543695, + 0.3755394156219022, + 0.3730775796240747, + 0.3695080930085926, + 0.36560720338166725, + 0.3643198338481823, + 0.36389076184770097, + 0.3629946394709839, + 0.36267195921703654, + 0.36241323369786993, + 0.3604139542258165, + 0.35861142859639156, + 0.35853161594791005, + 0.3556763078132413, + 0.35099455617136605, + 0.34896384844192485, + 0.34854341332502814, + 0.3470163248959914, + 0.3456467892198515, + 0.3451174429073984, + 0.3450993797876876, + 0.34494391226439663, + 0.34330378078585305, + 0.3417326158781793, + 0.34039244034042443, + 0.33633719073743107, + 0.333015109655414, + 0.33293701112505036, + 0.33013387116254256, + 0.3280097197349967, + 0.3265371727647228, + 0.32607024685681596, + 0.3250196854443945, + 0.31934068147925615, + 0.3187213018809438, + 0.3143556174020141, + 0.31248888523363205, + 0.31128673796529005, + 0.3104445139711125, + 0.3094091093915156, + 0.3087727211766082, + 0.3087113428735972, + 0.3081185492517948, + 0.30111824262474435, + 0.29639947516593557, + 0.29633454261558156, + 0.2945597747393968, + 0.29416435203302743, + 0.28763620474849777, + 0.28371095595065493, + 0.28322534788319437, + 0.2818589970970971, + 0.2814675879091361, + 0.28115725626353455, + 0.28012268107605476, + 0.28003471032639354, + 0.27944098051015137, + 0.2792729308512033, + 0.2777654058505827, + 0.2771633112732229, + 0.27661093229015327, + 0.27564633688546486, + 0.27527796217632267, + 0.2747346362720339, + 0.2725420458491148, + 0.27172745661849595, + 0.270595402375522, + 0.2671692803291765, + 0.2664297797524563, + 0.2646020727185157, + 0.2625273447971514, + 0.25927072821224695, + 0.2589443211748459, + 0.25745566388141, + 0.25548607685282954, + 0.25384895082366266, + 0.25236991755130994, + 0.2519154367660441, + 0.25116136412081413, + 0.25034918133012346, + 0.24952997485670392, + 0.2427211931486463, + 0.23775507438535876, + 0.23750269445604677, + 0.23633174984985486, + 0.23375936507967787, + 0.23218492989937822, + 0.229101951586406, + 0.22431089619199096, + 0.22370130142022152, + 0.22297882012922918, + 0.22293051641909645, + 0.22120070760216068, + 0.22095234387021961, + 0.21987056477018735, + 0.21004050718051537, + 0.20938051920486844, + 0.20737759089821448, + 0.20372407333984816, + 0.20282605764158074, + 0.19917337439284313, + 0.19814604420409654, + 0.19723788502417944, + 0.19642435380305223, + 0.19474928766595462, + 0.19453619437680406, + 0.19409285606308369, + 0.19290305390435192, + 0.18952138730616055, + 0.18891542481228513, + 0.18849654090358567, + 0.1880139307392995, + 0.18775183930732697, + 0.18290718121816543, + 0.18232246657478896, + 0.17751261474634936, + 0.17651222340072872, + 0.17625509576790602, + 0.17610792824996388, + 0.1759279397605998, + 0.17360650520588944, + 0.17339812795873172, + 0.17262273224124886, + 0.17067907196112028, + 0.16835993857323692, + 0.16658084653402214, + 0.16656649852726105, + 0.16591785634913175, + 0.16525891016682592, + 0.16275719982550121, + 0.16147989468028412, + 0.15905380710499967, + 0.15774063540773917, + 0.15581587663240193, + 0.15579606753203357, + 0.15502757508067122, + 0.1515989091395743, + 0.15126551039922806, + 0.15071262144728806, + 0.14815083140253135, + 0.14526354069989775, + 0.1397211673173661, + 0.1385958170850006, + 0.13759857448912066, + 0.1373549487867394, + 0.13685414288937167, + 0.13441343691192822, + 0.13364096326833486, + 0.1322947882504819, + 0.1316811309350386, + 0.13011571278502837, + 0.12979449217658337, + 0.12970798654640509, + 0.12840128659436117, + 0.1279760918916562, + 0.12678846088619894, + 0.12546707152878284, + 0.1238711265064428, + 0.12257673666707672, + 0.12195709354284767, + 0.11905736608813391, + 0.1161115533428884, + 0.11470324809517017, + 0.10861712039661926, + 0.10843577252162045, + 0.10777574142236554, + 0.10724158403134038, + 0.10589535516351634, + 0.10260448137298288, + 0.10051017009351854, + 0.09956247327621283, + 0.09848016175622808, + 0.09765110515989689, + 0.09363419798161775, + 0.09308678839424761, + 0.09303763574390399, + 0.09210730703950143, + 0.090204237458163, + 0.08855662535732334, + 0.08808116697681444, + 0.08745868483223813, + 0.08412451503428037, + 0.0817500104274718, + 0.08001324225963746, + 0.07909478996254413, + 0.07731530727489712, + 0.0762820677927448, + 0.07566237302316212, + 0.07464284668021849, + 0.07383343686284717, + 0.06996959898153973, + 0.06879084659243287, + 0.06863898758030185, + 0.06808677356031032, + 0.06796050633620214, + 0.06658798983340064, + 0.06603414158342298, + 0.06346780272776381, + 0.0634414515171385, + 0.06259597391278936, + 0.06115265593955631, + 0.06094436364302348, + 0.06093509539454741, + 0.05991968280657883, + 0.059530763694691416, + 0.05946593668723592, + 0.058118488513449196, + 0.05723493171294112, + 0.05415203226182612, + 0.05324731462034461, + 0.05160505661080266, + 0.049464908808497625, + 0.04817432770690226, + 0.0451942653894665, + 0.04493421670483723, + 0.04441458159213811, + 0.04349318750219954, + 0.040768037068706575, + 0.038605442141397626, + 0.03486135811350855, + 0.03287210400958238, + 0.029813984614294603, + 0.029583978444059113, + 0.02633776376604121, + 0.024697163746571094, + 0.024329431010690333, + 0.024002646230202835, + 0.023290000828876382, + 0.022878930610972844, + 0.020723432491666197, + 0.020046389880748486, + 0.019023774540702167, + 0.017813694822834552, + 0.017636954663854357, + 0.016522467960722473, + 0.015988876363339573, + 0.013311657708784324, + 0.01296390611252667, + 0.012756932719135161, + 0.011194575340010771, + 0.010343562901703374, + 0.00936132826331645, + 0.009047311968345363, + 0.008975065493525822, + 0.008136958182497897, + 0.007512919667443532, + 0.004602191941292784, + 0.004006521654803567, + 0.0036157154396538114, + 0.0032816369072322963, + 0.002561172520896213, + 0.0018532276323057564, + 0.0008408156739424786, + 9.770838204397476e-05, + 7.335225564639493e-06, + 1.4260849626037468e-15, + 1.1744229103795562e-15, + 1.258310261120953e-16, + 1.258310261120953e-16 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 90.54545454545453, + "precision": 90.69724770642202, + "recall": 99.80392156862744, + "f1": 95.02069614766894 + }, + "selection": { + "precision": 0.46474962551749116, + "recall": 1.3173652694610778, + "f1": 0.6870242607959078, + "jaccard": 0.34491947847398896 + } + } +} \ No newline at end of file diff --git a/output/regress/Prostate_Cancer/significant_genes_condition_Type_1_Diabetes.json b/output/regress/Prostate_Cancer/significant_genes_condition_Type_1_Diabetes.json new file mode 100644 index 0000000000000000000000000000000000000000..da4f1e3a8e482493e341a0a471cd6955fb848e5c --- /dev/null +++ b/output/regress/Prostate_Cancer/significant_genes_condition_Type_1_Diabetes.json @@ -0,0 +1,1698 @@ +{ + "significant_genes": { + "Variable": [ + "CT47A1", + "COX7A2L", + "OR1Q1", + "TSPY1", + "CHRNB1", + "UNC119B", + "LNP1", + "ANGPTL7", + "AASS", + "OOSP2", + "APEX2", + "MMP7", + "ZNF578", + "HSP90AB1", + "CFAP54", + "MCM3", + "ZNF410", + "ZNF878", + "TRIM41", + "HOXC11", + "GOLGA8DP", + "HYAL6P", + "SPANXA2", + "TCERG1L", + "HEMGN", + "ALLC", + "C10orf62", + "SAFB", + "TSPAN10", + "CDH6", + "FAIM", + "OPN4", + "RPL10", + "PRAMEF4", + "PLAGL1", + "OR1L8", + "OR51L1", + "TMCO2", + "FERD3L", + "H1-9P", + "SPAG11A", + "A4GNT", + "THBS1", + "NFIB", + "TAAR8", + "FAM181A", + "GABRR3", + "SERPINB10", + "CNPY1", + "C4orf50", + "H2AC1", + "NPAP1", + "HBE1", + "INGX", + "C17orf78", + "SLCO6A1", + "OR7D2", + "RIMBP3C", + "SBDSP1", + "RPL23AP7", + "GBE1", + "FBLN7", + "GRAPL", + "FKSG29", + "HYKK", + "CFHR4", + "DQX1", + "CHKA", + "HTN3", + "SLC35F3", + "CREG2", + "CTAG2", + "NETO1", + "NIPA2", + "KLK8", + "LELP1", + "DLGAP1", + "DAD1P1", + "PRSS45P", + "ADGRA1", + "WBP2NL", + "GLT1D1", + "SPP1", + "PCDHGC5", + "POU3F2", + "ALX1", + "GLRA2", + "SLC10A2", + "PLAGL2", + "LRIT1", + "OR2T27", + "KLHDC8A", + "ERP44", + "OR52K2", + "LCE1C", + "MYO3B", + "SLC25A23", + "HAO2", + "CFAP74", + "CRLF2", + "SAP30", + "RRH", + "SNORA68", + "SSX7", + "AVP", + "OXT", + "TTC36", + "SPATA8", + "OR51F1", + "NEUROD2", + "PPP1R3B", + "LOC100192426", + "S100A5", + "GTSE1-DT", + "LCE6A", + "EIF4A2", + "RYBP", + "PPP1R1C", + "KRTAP7-1", + "SLC35G6", + "UMOD", + "NCOR1P1", + "TXNIP", + "CPLX4", + "TOB1", + "STBD1", + "TCHHL1", + "COPS3", + "SPTB", + "PABPC1P2", + "KRTAP10-11", + "LAIR2", + "SDHAF3", + "TTTY8", + "GSTM1", + "SSX1", + "SPRR2B", + "RIT2", + "NSG2", + "TEX13B", + "PTENP1", + "PLXNB2", + "KLC4", + "MUC7", + "PLET1", + "GLIPR1L2", + "SART3", + "HTR2C", + "TRIM51", + "IFNL1", + "LINC00518", + "CIAO1", + "DEDD2", + "HOXA3", + "PTPRT", + "EFL1", + "TLCD3B", + "PCDHGA3", + "SLC2A11", + "H3C6", + "NUFIP1", + "SYCP2", + "ADCYAP1R1", + "RPH3AL", + "GTF2A1L", + "GTPBP10", + "ARL11", + "OR51A4", + "SLC8A3", + "GSTT4", + "IQCF2", + "SLC7A5P1", + "SUPT20HL1", + "PRKRA", + "OR2J2", + "MYLIP", + "RAMAC", + "RETN", + "TMEM88B", + "GPATCH1", + "DHH", + "TLX1", + "GGT8P", + "SIX3", + "CSAG1", + "CRBN", + "ROS1", + "OR13F1", + "HK2", + "EXOC2", + "PELO", + "MERTK", + "MTMR7", + "RNF135", + "TICAM2", + "TMPRSS11A", + "ANKRD40CL", + "CD300LD", + "GSTT2", + "OTUD7B", + "KRT37", + "SND1", + "HCN1", + "OR2B11", + "TCEAL6", + "DEFB113", + "PEBP4", + "NELL1", + "PPP1R2C", + "TBC1D3P2", + "TFB1M", + "RBM44", + "HDX", + "SLC2A12", + "GPR151", + "PDYN", + "PRDM14", + "GLT6D1", + "PPP2R2C", + "MIR9-1HG", + "IL2", + "TBPL1", + "SLC25A51", + "FBXO33", + "LY6K", + "GABRB1", + "LOC284009", + "F8A1", + "SLC35E2B", + "SYNGR4", + "KRT38", + "CD55", + "SOX3", + "AKAP7", + "CYP4F11", + "FAM66C", + "MIXL1", + "CELA1", + "SALL4", + "RLN3", + "SPAG6", + "AP3S2", + "DEFB103B", + "ATXN3L", + "OR5J2", + "FGF7P6", + "WHAMM", + "PAPSS1", + "CEP43", + "CCDC70", + "CNGA2", + "OR2M3", + "PASD1", + "IMPG2", + "HIGD2B", + "PMS2P5", + "DCAF12L2", + "CHST14", + "DLGAP2", + "MED20", + "ZNF764", + "SNORA70B", + "TRPM1", + "KCNQ1DN", + "SCGB1C1", + "C5AR2", + "NUP43", + "ACTG1", + "FAM106A", + "TRPV5", + "LIPI", + "OR6N2", + "OR52A1", + "CCDC177", + "P2RX5", + "RBM23", + "RNF186", + "OR51F2", + "NTPCR", + "ST20", + "H1-3", + "ITIH2", + "CCNE1", + "BEND2", + "SOHLH1", + "TRAK1", + "ASTE1", + "LOC153910", + "ZNF90", + "METTL8", + "GNG3", + "HSD3B1", + "FBXO43", + "MFSD13A", + "TGIF2LX", + "AJM1", + "TBC1D29P", + "CCDC116", + "LIN28B", + "CCDC42", + "OR51B5", + "OR2M4", + "CACNG3", + "WDR64", + "GALNTL5", + "TERB1", + "RPH3A", + "CCDC74A", + "MED6", + "MSX2P1", + "RBMXL3", + "PIK3R3", + "ACOT12", + "LFNG", + "CRH", + "CCL15", + "C11orf42", + "CLDN6", + "GRIA4", + "IFNA4", + "PP2D1", + "HCRT", + "ZNF727", + "BAGE", + "EGR2", + "SERPINB11", + "CDK11A", + "ANKRD34C", + "SLC30A3", + "NXF5", + "H1-6", + "OR52H1", + "IRGC", + "EQTN", + "BPIFC", + "ADAM20", + "DEFB136", + "BTNL2", + "SPANXN2", + "SAGE1", + "SLC39A12", + "TEX29", + "COLEC11", + "KRTAP4-1", + "SERPINE3", + "EFCAB6", + "ZIC4", + "GYPA", + "NBR2", + "PRSS3", + "SMIM8", + "HSF5", + "HPCAL4", + "NMNAT1", + "OR10P1", + "KIAA0040", + "ALPP", + "FUOM", + "KREMEN2", + "REG1B", + "TFR2", + "STH", + "ZPR1", + "HEXA-AS1", + "NME5", + "SPINK8", + "XRCC1", + "CA10", + "RPS28", + "PLAT", + "MC2R", + "GARIN5B", + "IDI2", + "RAB41", + "KRTAP10-9", + "ATP4A", + "KIR3DX1", + "OR11H1", + "ZCRB1", + "SCARNA10", + "SLC6A18", + "FLG2", + "RXFP2", + "TBC1D28", + "ZNF497", + "ESPNL", + "MAGEA12", + "KNSTRN", + "SAFB2", + "SEC14L4", + "SPANXB1", + "DPPA4", + "OR2AK2", + "NEIL3", + "UPP2", + "GPR32", + "IGSF21", + "TAS2R30", + "PAGE5", + "PIGC", + "KRT33A", + "ASB8", + "SBK2", + "MYH7B", + "TTTY6B", + "SPANXN4", + "ADAMTS20", + "UTP11", + "OXCT2", + "SNORA84", + "FAM181A-AS1", + "PKHD1", + "TDH", + "CYP46A1", + "ALPG", + "OR10G4", + "BID", + "HMGN3", + "H4C6", + "KLHL3", + "MIMT1", + "SNORA32", + "CELSR3", + "SNORA29", + "PDHA2", + "TFAMP1", + "TYR", + "YWHAH-AS1", + "KLF14", + "APOL4", + "IQCF5", + "LINC00575", + "CTSL3P", + "IL36B", + "SLC4A10", + "OR1K1", + "OPALIN", + "PSORS1C1", + "NCR1", + "ARGFXP2", + "NAP1L6P", + "CLYBL", + "CEP170P1", + "PAGE2B", + "OARD1", + "TREML4", + "USP17L6P", + "FAM136BP", + "SNORA38B", + "KCNK18", + "ZNF17", + "SH3YL1", + "C5orf47", + "RBPJL", + "MAPK10", + "BOLA1", + "H3C4", + "SETD6", + "ISOC1", + "XKR9", + "FTSJ3", + "MINPP1", + "NKX2-6", + "DIS3", + "OR5M1", + "IL1RAPL1", + "ZNF735", + "COL20A1", + "OR7G1", + "NUDT9P1", + "TUBB8", + "GJB6", + "GLRX2", + "TMEM174", + "TRAPPC3L", + "LRP2", + "ARL5C", + "IFNK", + "CDX2", + "SCEL", + "PNLIPRP3", + "POM121L9P", + "FOXD4L3", + "HMGB3P1", + "GOLGA8IP", + "MAK16", + "UCA1", + "NIBAN2", + "LINC01565", + "ERC2-IT1", + "H2BC1", + "CNGA3", + "SLC39A5", + "ATP10A", + "REDIC1", + "TPM4", + "KLKB1", + "GUCY1B2", + "ZMYND12", + "NCR2", + "H4C12", + "FLVCR2", + "ZNF227", + "F2RL3", + "ADCYAP1", + "C10orf53", + "TAS2R7", + "AKR7A2P1", + "RNU11", + "NXNL1", + "LINC00471", + "TTLL13", + "HNRNPM", + "RPL9", + "OR2A14", + "VCY", + "FAM215A", + "OR56A5", + "KRTAP19-2", + "PGA3", + "ZNF140", + "OR5B17", + "NEUROD4", + "SYT5", + "KRT35", + "CHCT1", + "OR5K3", + "FAM27E5", + "ABHD17C", + "CHMP1B", + "CYBRD1", + "RHEBL1", + "GAGE2E", + "PRR20A", + "OR2AG1", + "KRT76", + "BTN3A3", + "HTR5A", + "KRT25", + "TSSK2", + "DEFB106A", + "NAALAD2", + "TREML5P", + "ABCG8", + "NKAIN2", + "OR1B1", + "VTRNA1-1", + "TTTY17A", + "LCE2D", + "DEFB121", + "PRR20B", + "TTTY17B", + "LCE3B", + "DEFB128", + "KRTAP19-4", + "KRTAP22-1", + "OR5H15", + "KRTAP20-3" + ], + "Coefficient": [ + -5.970914415782464, + 3.6747700212171073, + -2.783574618921125, + 2.4909521739725853, + 2.4364257768424253, + 2.404030977567101, + 2.356245319847816, + -2.3371348632591284, + -2.2703455288494667, + -2.2405807890277334, + 2.224799284004922, + 2.1840341814760103, + 2.1537499000454874, + 2.145976487398717, + 2.096374229882274, + 2.045182210199211, + -2.0309654083835293, + -2.0018654349016547, + 1.991812021511617, + 1.986994116763403, + 1.9567931450282536, + 1.9244329233007984, + -1.9243963211665462, + 1.9200838219057266, + -1.9011485636244005, + -1.8752640026637564, + -1.8746099613782485, + 1.8525333521323455, + 1.7568495482149247, + 1.7448908948427992, + 1.6498520264106873, + 1.6316275574543633, + 1.6288962306317647, + -1.606580892088575, + 1.5845756889478022, + -1.5712659657397645, + 1.5253239206323215, + -1.4741121416905782, + -1.4660158613099774, + 1.458738916112014, + 1.435560889064049, + 1.4345938453976896, + -1.427084134767502, + 1.4177070118468582, + 1.4138890848331371, + -1.407506518031481, + -1.4053055087771564, + -1.4005118643816576, + -1.3969687609706873, + 1.3958866999985755, + 1.3626618839612765, + -1.3547804009628757, + 1.3504029379121965, + -1.3302899694153658, + 1.3200310890620768, + -1.3131301304986152, + -1.31158526152928, + 1.3105196155538894, + -1.3068394418704674, + 1.3067521781299076, + 1.3030936559287172, + -1.299206641825789, + 1.2936977772566725, + -1.2857192158438098, + -1.282113061083036, + 1.2571946150488045, + -1.2538010739557075, + 1.2476168786387238, + 1.2334966291864464, + 1.2251397778549318, + -1.2103314830239496, + 1.2079458756749974, + -1.201937653625448, + -1.197815839702392, + -1.195754259523366, + -1.1954744342129788, + 1.189423470876529, + -1.187820214896864, + -1.1616393793095947, + -1.1521456722540853, + -1.1423680249961874, + -1.1371168605324842, + -1.124075059662794, + -1.1239178186372425, + -1.1197697069424892, + 1.1189482181574835, + -1.1182993376175783, + -1.1173730232213206, + -1.1166471839864018, + -1.1129631903438493, + -1.0962317557776289, + -1.0829597446405808, + 1.0790564756845948, + 1.0770223669316814, + 1.069656164336056, + -1.0676019140186384, + -1.051772314923672, + -1.0502646689470307, + 1.0432993682880543, + 1.0362802673073468, + 1.034386060976338, + 1.0341090853190613, + 1.0242360293429453, + -1.0173353573951809, + 1.0028438253257086, + -0.996364957141968, + 0.995037404065106, + -0.9947334782403888, + 0.9896551199050498, + -0.9882668278088873, + -0.9838713736058983, + 0.9780579048087767, + -0.9777957419450967, + 0.9752861141434407, + 0.9607920337832402, + 0.9573129518406351, + 0.9446684579019561, + 0.9403511738026181, + -0.931348791820512, + 0.9307022741336738, + 0.9304755681229953, + 0.9235591260014562, + 0.912390706258728, + 0.9063820825559966, + 0.9051298804248671, + -0.9010996928225309, + 0.8999595537799794, + -0.8964130766795386, + 0.8959043428536988, + 0.8804386401560873, + 0.879158837363152, + -0.8765772736342018, + 0.8753936465072609, + 0.8739005819578217, + -0.8696112385512879, + 0.8651851174121044, + -0.8609697421147819, + 0.8544269608409378, + -0.8512084888599593, + -0.8505470159633942, + -0.8498764067785691, + 0.845538884662856, + 0.8393150092839732, + -0.8378690862472887, + -0.8355625625697591, + 0.8252656865689499, + 0.816498452884172, + 0.8160479563321859, + -0.8153752959332622, + 0.8111138546302882, + 0.8075023657994224, + -0.8043448399441842, + 0.8016367053905444, + 0.7945919716991835, + 0.7892539196874127, + 0.7792901479490904, + -0.7749545771464154, + -0.7739014986534427, + 0.7714459886295237, + 0.768033648204192, + -0.7653450720640059, + -0.7653284488834726, + -0.7582473761781241, + 0.7581296321856427, + 0.757260615937663, + -0.7476760815917922, + 0.7470843029603387, + 0.745116583202714, + 0.7423745131718826, + 0.7386739917326833, + -0.7373171661025947, + 0.7348566079752783, + -0.7346938392690242, + -0.7289754515398795, + -0.7289408909511609, + 0.7266213184662672, + 0.7252409482368355, + -0.7203902864225601, + -0.7178632987769928, + -0.7172580920237498, + 0.7054927810212598, + -0.6999769141829172, + 0.699331786509774, + 0.6941350399603065, + 0.6927130182751501, + -0.6918787503743871, + 0.6911462743914725, + 0.6862245797114335, + -0.6850924604780118, + 0.6829859938182824, + 0.6815055672182861, + 0.6789006926097068, + -0.678208184443027, + 0.6755017518973938, + 0.6699626003122295, + 0.6613682416254655, + -0.6613610380891944, + -0.6570324969996459, + -0.655653308153367, + 0.6515552797956037, + 0.6493455448848677, + 0.6447528753610278, + -0.6444172424733556, + -0.6433653974587823, + 0.6377364061785065, + 0.6369480696430997, + -0.6332505606078412, + 0.6318913603961778, + -0.6270052287788012, + 0.6223308907877994, + 0.6133402936912492, + 0.6121555166457656, + 0.6085283160510593, + 0.607164197135579, + -0.6026128862534379, + 0.6014102575065453, + -0.6012147724534582, + 0.6006262075773791, + -0.5952498842449816, + -0.5945750533934352, + 0.5937180855470963, + 0.5926304615002377, + 0.588835127171458, + -0.5882422681279655, + 0.5836258213501259, + 0.579337997959669, + -0.5784017429939233, + 0.5769578984149001, + 0.575064229787563, + 0.5668510835563086, + 0.5655454553647562, + -0.5651331625087964, + -0.5642959309063166, + 0.5633751887060032, + -0.5633310391001258, + -0.5586820700429549, + 0.5574378294500656, + -0.5501648791865347, + -0.5482198176932114, + 0.5396170555379729, + 0.5393868967512819, + -0.5390374543174087, + 0.5363653313583512, + 0.5358400585257656, + 0.5256497899033061, + -0.5236374777382156, + 0.5180432066759948, + 0.5165646494764877, + 0.5154269575282766, + 0.5075333700720194, + 0.5064601418262247, + 0.5059289505270399, + -0.5033792090399171, + 0.5026471475393638, + -0.49799957839360776, + -0.49731650192667276, + -0.4952648206086556, + -0.4943019193320074, + -0.4935228755256063, + 0.4841508959643004, + 0.48236651938396985, + 0.4775505490836892, + -0.47039594036990245, + -0.4696366017868722, + 0.46373777014262285, + -0.4636899431766257, + 0.4619887858269807, + 0.4549641696004083, + 0.4539970756553757, + 0.4496810995715375, + -0.4490503923407271, + -0.4488487893235513, + 0.4454773873706748, + -0.4427314218917837, + -0.44166282609462953, + 0.4412513833740512, + 0.43948157616190314, + 0.4394528050636251, + -0.43634750049204496, + 0.4362391860291361, + 0.43428312958839793, + 0.4297046575103857, + -0.42907654533770095, + -0.4279902012489272, + 0.4274226805892446, + -0.42198454595146406, + -0.420239081480757, + -0.41302841733309686, + -0.4126093225050011, + -0.40677050846852103, + -0.40455643717720036, + -0.4029120500611968, + 0.40018635336424174, + -0.39762988513053593, + 0.3943094934075843, + 0.3894347774711372, + 0.3876654571767111, + -0.3872919679581897, + -0.3844782588336825, + -0.3815369001766935, + 0.3789672431942259, + -0.37737108747125403, + -0.3751344617031868, + 0.366992171394658, + 0.3610567099399541, + -0.3561723710221423, + -0.3554308462514645, + 0.35249717875777126, + -0.3524252741370567, + -0.3514971880968166, + 0.35134117542924054, + 0.34934663906862135, + 0.3484883803408621, + -0.3480274401365763, + 0.345769482650966, + 0.34445542767351484, + -0.34006515549440874, + -0.3384482985824299, + -0.33595484447727353, + 0.3354892409523467, + 0.3353099924740088, + 0.33438262985826717, + -0.33428102220327155, + 0.33355090582919455, + -0.3320820299927701, + -0.32978788093169925, + 0.32918267790240996, + -0.32898617214864895, + -0.3248515523044138, + 0.3232017433612433, + 0.3191150722585749, + 0.317951519560181, + -0.3178902781038687, + 0.3165924780127204, + 0.31648520720950074, + 0.31263169451078787, + 0.30457215913288616, + -0.3012028942255975, + 0.29990805288564226, + -0.2974892793394723, + 0.29163472766861737, + 0.28927076203171764, + -0.28918102577858656, + -0.28538080000030464, + 0.2852635651060002, + 0.28063180335614973, + -0.27710523400644105, + 0.27647143709206506, + -0.27481877616177075, + -0.27034637273474077, + 0.26931242108337977, + 0.26800399848811174, + -0.26780429420927476, + 0.26450084545751174, + -0.26187404253927343, + -0.2618308655923885, + -0.2556301453006784, + -0.2523116788392096, + 0.2521749002781851, + -0.2478580733274348, + -0.24576329101022162, + -0.2417005037196072, + -0.24169749980804703, + 0.2411015331225872, + 0.24070188150192412, + -0.2400253934326154, + 0.23964693994146805, + 0.237804186475, + 0.234890267927982, + -0.23328867502372902, + -0.2327142637001033, + -0.23038105385174212, + -0.22896965441213124, + -0.2255141636290884, + 0.22171161891092123, + -0.22000411600279918, + 0.21820631768081855, + 0.2172491127380567, + -0.21692210220074695, + 0.21644593019893768, + 0.21434374004773246, + 0.213750785665281, + -0.2137268505909222, + 0.21188305400770457, + 0.21145204182565386, + -0.20997248405814226, + 0.20946555898398478, + 0.20926231398917905, + 0.20923260835841098, + 0.20685530819343517, + -0.2058219458205149, + -0.2049276242055925, + -0.20313964269603202, + 0.20119458374872548, + -0.20024759521910315, + 0.19903284169514926, + -0.19890611211270529, + -0.1985743009267547, + 0.19794795603006587, + 0.19490599460162442, + -0.19450629140054992, + 0.1944930480999908, + 0.19295416464330517, + 0.19174483406790008, + -0.19164344748210943, + -0.18829511679698135, + -0.18721755876176635, + -0.1823625561314024, + -0.18191733039676744, + 0.18169911078461098, + -0.17556200270788996, + 0.17399202358331642, + -0.17368383127983694, + -0.17344512875670393, + -0.17216225225766804, + -0.171304604963868, + -0.1704674339553359, + 0.17036016567963533, + -0.16880130064327967, + 0.16611365864831928, + -0.16221267592898705, + -0.15996215914943634, + -0.15355991391576804, + 0.15006504290190767, + 0.1476278362040367, + -0.14612322893004814, + -0.14509765399885527, + -0.14142490920651205, + -0.13687575898249196, + -0.1353052184323352, + -0.13428342864112705, + 0.13259176980236567, + 0.13151542301410682, + 0.13106755060346142, + 0.13004320811046033, + 0.12568583503026665, + -0.11962064566138907, + -0.11127195497580554, + 0.11022241795353933, + 0.11018251151558224, + 0.10913937296627706, + -0.10639315269862928, + -0.10218548934660078, + 0.10024273809888005, + 0.095164846816259, + -0.09462607577291789, + 0.09460483247607124, + 0.09447163162565665, + 0.09148007051113272, + 0.09139807715028764, + 0.0903561757869153, + -0.09004321650490187, + 0.08853150129966689, + 0.08737113560513485, + -0.08558778101858898, + 0.08473880439111388, + 0.08430484950175413, + 0.0842471902783667, + 0.08413991354569056, + 0.08406806650016399, + 0.08372211171734868, + -0.08090277011566285, + -0.07784783148227696, + -0.07743546825237725, + -0.07617770651889279, + -0.07490260789540214, + 0.07357091181371862, + 0.07045015737597629, + -0.06892264142774662, + -0.06802411668500279, + -0.06662345853415773, + -0.0656157813580178, + 0.06401296941480956, + -0.06330345623233259, + 0.06243506555329072, + -0.0612498346575637, + -0.06015482200089354, + 0.05961019618970143, + -0.05861569714941334, + -0.05810474435460095, + -0.05493027364865803, + -0.05417166777705066, + -0.05377234391988582, + -0.053649338787236184, + 0.050745031079067145, + -0.05066973993150222, + 0.05001829221119438, + 0.04979156343276604, + -0.047777432356298034, + -0.04708591550033504, + 0.045604586552272036, + -0.04313177410808914, + -0.042845035831761934, + -0.04073850768966246, + 0.0393046675783243, + -0.03810667926028516, + 0.03600412908857165, + -0.03466860435623173, + 0.03405551120161435, + 0.03381341783998703, + -0.03325104744795533, + -0.030781171201235313, + 0.030080345947929115, + -0.028838541164675886, + 0.02880726376844651, + -0.0282545407051661, + -0.023438204487872056, + 0.023360552489492994, + -0.02295005436255596, + 0.02255529355898983, + -0.022432012030187038, + -0.02168417162722387, + 0.020580988773412676, + -0.02034801793767433, + 0.01996288045939279, + 0.015191983921774404, + -0.013630360150481743, + -0.012699118396802747, + -0.011009434290363643, + -0.010903925461611811, + -0.01085143808141291, + -0.010092447119757262, + -0.00967739438353697, + -0.009650579793544469, + 0.008582786335721886, + -0.00851898790401008, + -0.007132319936736593, + 0.006419852878271031, + -0.006375744112436032, + 0.0056179080123131605, + -0.0053297778574645065, + 0.004572949009877896, + -0.003734148520632327, + 0.003580079337763836, + 0.0034965291543792784, + -0.0033261852353361344, + 0.0030120941848639847, + -0.0025658280365246098, + -0.002458472038843246, + 0.0024178163578768876, + 0.0021069706967128616, + -0.0018049321886370643, + -0.0016213954121929606, + -0.0005813439881796595, + 0.00045887971602242905, + 0.0003995013519026804, + -8.621207808867888e-05, + 7.448337323056695e-05, + -2.974720711499804e-05, + -2.3611953525061025e-05, + -1.048591884267461e-15, + 6.291551305604765e-16, + 4.1943675370698436e-16, + 1.6777470148279374e-16, + -1.6777470148279374e-16, + 1.6777470148279374e-16, + -1.258310261120953e-16, + -4.1943675370698436e-17 + ], + "Absolute Coefficient": [ + 5.970914415782464, + 3.6747700212171073, + 2.783574618921125, + 2.4909521739725853, + 2.4364257768424253, + 2.404030977567101, + 2.356245319847816, + 2.3371348632591284, + 2.2703455288494667, + 2.2405807890277334, + 2.224799284004922, + 2.1840341814760103, + 2.1537499000454874, + 2.145976487398717, + 2.096374229882274, + 2.045182210199211, + 2.0309654083835293, + 2.0018654349016547, + 1.991812021511617, + 1.986994116763403, + 1.9567931450282536, + 1.9244329233007984, + 1.9243963211665462, + 1.9200838219057266, + 1.9011485636244005, + 1.8752640026637564, + 1.8746099613782485, + 1.8525333521323455, + 1.7568495482149247, + 1.7448908948427992, + 1.6498520264106873, + 1.6316275574543633, + 1.6288962306317647, + 1.606580892088575, + 1.5845756889478022, + 1.5712659657397645, + 1.5253239206323215, + 1.4741121416905782, + 1.4660158613099774, + 1.458738916112014, + 1.435560889064049, + 1.4345938453976896, + 1.427084134767502, + 1.4177070118468582, + 1.4138890848331371, + 1.407506518031481, + 1.4053055087771564, + 1.4005118643816576, + 1.3969687609706873, + 1.3958866999985755, + 1.3626618839612765, + 1.3547804009628757, + 1.3504029379121965, + 1.3302899694153658, + 1.3200310890620768, + 1.3131301304986152, + 1.31158526152928, + 1.3105196155538894, + 1.3068394418704674, + 1.3067521781299076, + 1.3030936559287172, + 1.299206641825789, + 1.2936977772566725, + 1.2857192158438098, + 1.282113061083036, + 1.2571946150488045, + 1.2538010739557075, + 1.2476168786387238, + 1.2334966291864464, + 1.2251397778549318, + 1.2103314830239496, + 1.2079458756749974, + 1.201937653625448, + 1.197815839702392, + 1.195754259523366, + 1.1954744342129788, + 1.189423470876529, + 1.187820214896864, + 1.1616393793095947, + 1.1521456722540853, + 1.1423680249961874, + 1.1371168605324842, + 1.124075059662794, + 1.1239178186372425, + 1.1197697069424892, + 1.1189482181574835, + 1.1182993376175783, + 1.1173730232213206, + 1.1166471839864018, + 1.1129631903438493, + 1.0962317557776289, + 1.0829597446405808, + 1.0790564756845948, + 1.0770223669316814, + 1.069656164336056, + 1.0676019140186384, + 1.051772314923672, + 1.0502646689470307, + 1.0432993682880543, + 1.0362802673073468, + 1.034386060976338, + 1.0341090853190613, + 1.0242360293429453, + 1.0173353573951809, + 1.0028438253257086, + 0.996364957141968, + 0.995037404065106, + 0.9947334782403888, + 0.9896551199050498, + 0.9882668278088873, + 0.9838713736058983, + 0.9780579048087767, + 0.9777957419450967, + 0.9752861141434407, + 0.9607920337832402, + 0.9573129518406351, + 0.9446684579019561, + 0.9403511738026181, + 0.931348791820512, + 0.9307022741336738, + 0.9304755681229953, + 0.9235591260014562, + 0.912390706258728, + 0.9063820825559966, + 0.9051298804248671, + 0.9010996928225309, + 0.8999595537799794, + 0.8964130766795386, + 0.8959043428536988, + 0.8804386401560873, + 0.879158837363152, + 0.8765772736342018, + 0.8753936465072609, + 0.8739005819578217, + 0.8696112385512879, + 0.8651851174121044, + 0.8609697421147819, + 0.8544269608409378, + 0.8512084888599593, + 0.8505470159633942, + 0.8498764067785691, + 0.845538884662856, + 0.8393150092839732, + 0.8378690862472887, + 0.8355625625697591, + 0.8252656865689499, + 0.816498452884172, + 0.8160479563321859, + 0.8153752959332622, + 0.8111138546302882, + 0.8075023657994224, + 0.8043448399441842, + 0.8016367053905444, + 0.7945919716991835, + 0.7892539196874127, + 0.7792901479490904, + 0.7749545771464154, + 0.7739014986534427, + 0.7714459886295237, + 0.768033648204192, + 0.7653450720640059, + 0.7653284488834726, + 0.7582473761781241, + 0.7581296321856427, + 0.757260615937663, + 0.7476760815917922, + 0.7470843029603387, + 0.745116583202714, + 0.7423745131718826, + 0.7386739917326833, + 0.7373171661025947, + 0.7348566079752783, + 0.7346938392690242, + 0.7289754515398795, + 0.7289408909511609, + 0.7266213184662672, + 0.7252409482368355, + 0.7203902864225601, + 0.7178632987769928, + 0.7172580920237498, + 0.7054927810212598, + 0.6999769141829172, + 0.699331786509774, + 0.6941350399603065, + 0.6927130182751501, + 0.6918787503743871, + 0.6911462743914725, + 0.6862245797114335, + 0.6850924604780118, + 0.6829859938182824, + 0.6815055672182861, + 0.6789006926097068, + 0.678208184443027, + 0.6755017518973938, + 0.6699626003122295, + 0.6613682416254655, + 0.6613610380891944, + 0.6570324969996459, + 0.655653308153367, + 0.6515552797956037, + 0.6493455448848677, + 0.6447528753610278, + 0.6444172424733556, + 0.6433653974587823, + 0.6377364061785065, + 0.6369480696430997, + 0.6332505606078412, + 0.6318913603961778, + 0.6270052287788012, + 0.6223308907877994, + 0.6133402936912492, + 0.6121555166457656, + 0.6085283160510593, + 0.607164197135579, + 0.6026128862534379, + 0.6014102575065453, + 0.6012147724534582, + 0.6006262075773791, + 0.5952498842449816, + 0.5945750533934352, + 0.5937180855470963, + 0.5926304615002377, + 0.588835127171458, + 0.5882422681279655, + 0.5836258213501259, + 0.579337997959669, + 0.5784017429939233, + 0.5769578984149001, + 0.575064229787563, + 0.5668510835563086, + 0.5655454553647562, + 0.5651331625087964, + 0.5642959309063166, + 0.5633751887060032, + 0.5633310391001258, + 0.5586820700429549, + 0.5574378294500656, + 0.5501648791865347, + 0.5482198176932114, + 0.5396170555379729, + 0.5393868967512819, + 0.5390374543174087, + 0.5363653313583512, + 0.5358400585257656, + 0.5256497899033061, + 0.5236374777382156, + 0.5180432066759948, + 0.5165646494764877, + 0.5154269575282766, + 0.5075333700720194, + 0.5064601418262247, + 0.5059289505270399, + 0.5033792090399171, + 0.5026471475393638, + 0.49799957839360776, + 0.49731650192667276, + 0.4952648206086556, + 0.4943019193320074, + 0.4935228755256063, + 0.4841508959643004, + 0.48236651938396985, + 0.4775505490836892, + 0.47039594036990245, + 0.4696366017868722, + 0.46373777014262285, + 0.4636899431766257, + 0.4619887858269807, + 0.4549641696004083, + 0.4539970756553757, + 0.4496810995715375, + 0.4490503923407271, + 0.4488487893235513, + 0.4454773873706748, + 0.4427314218917837, + 0.44166282609462953, + 0.4412513833740512, + 0.43948157616190314, + 0.4394528050636251, + 0.43634750049204496, + 0.4362391860291361, + 0.43428312958839793, + 0.4297046575103857, + 0.42907654533770095, + 0.4279902012489272, + 0.4274226805892446, + 0.42198454595146406, + 0.420239081480757, + 0.41302841733309686, + 0.4126093225050011, + 0.40677050846852103, + 0.40455643717720036, + 0.4029120500611968, + 0.40018635336424174, + 0.39762988513053593, + 0.3943094934075843, + 0.3894347774711372, + 0.3876654571767111, + 0.3872919679581897, + 0.3844782588336825, + 0.3815369001766935, + 0.3789672431942259, + 0.37737108747125403, + 0.3751344617031868, + 0.366992171394658, + 0.3610567099399541, + 0.3561723710221423, + 0.3554308462514645, + 0.35249717875777126, + 0.3524252741370567, + 0.3514971880968166, + 0.35134117542924054, + 0.34934663906862135, + 0.3484883803408621, + 0.3480274401365763, + 0.345769482650966, + 0.34445542767351484, + 0.34006515549440874, + 0.3384482985824299, + 0.33595484447727353, + 0.3354892409523467, + 0.3353099924740088, + 0.33438262985826717, + 0.33428102220327155, + 0.33355090582919455, + 0.3320820299927701, + 0.32978788093169925, + 0.32918267790240996, + 0.32898617214864895, + 0.3248515523044138, + 0.3232017433612433, + 0.3191150722585749, + 0.317951519560181, + 0.3178902781038687, + 0.3165924780127204, + 0.31648520720950074, + 0.31263169451078787, + 0.30457215913288616, + 0.3012028942255975, + 0.29990805288564226, + 0.2974892793394723, + 0.29163472766861737, + 0.28927076203171764, + 0.28918102577858656, + 0.28538080000030464, + 0.2852635651060002, + 0.28063180335614973, + 0.27710523400644105, + 0.27647143709206506, + 0.27481877616177075, + 0.27034637273474077, + 0.26931242108337977, + 0.26800399848811174, + 0.26780429420927476, + 0.26450084545751174, + 0.26187404253927343, + 0.2618308655923885, + 0.2556301453006784, + 0.2523116788392096, + 0.2521749002781851, + 0.2478580733274348, + 0.24576329101022162, + 0.2417005037196072, + 0.24169749980804703, + 0.2411015331225872, + 0.24070188150192412, + 0.2400253934326154, + 0.23964693994146805, + 0.237804186475, + 0.234890267927982, + 0.23328867502372902, + 0.2327142637001033, + 0.23038105385174212, + 0.22896965441213124, + 0.2255141636290884, + 0.22171161891092123, + 0.22000411600279918, + 0.21820631768081855, + 0.2172491127380567, + 0.21692210220074695, + 0.21644593019893768, + 0.21434374004773246, + 0.213750785665281, + 0.2137268505909222, + 0.21188305400770457, + 0.21145204182565386, + 0.20997248405814226, + 0.20946555898398478, + 0.20926231398917905, + 0.20923260835841098, + 0.20685530819343517, + 0.2058219458205149, + 0.2049276242055925, + 0.20313964269603202, + 0.20119458374872548, + 0.20024759521910315, + 0.19903284169514926, + 0.19890611211270529, + 0.1985743009267547, + 0.19794795603006587, + 0.19490599460162442, + 0.19450629140054992, + 0.1944930480999908, + 0.19295416464330517, + 0.19174483406790008, + 0.19164344748210943, + 0.18829511679698135, + 0.18721755876176635, + 0.1823625561314024, + 0.18191733039676744, + 0.18169911078461098, + 0.17556200270788996, + 0.17399202358331642, + 0.17368383127983694, + 0.17344512875670393, + 0.17216225225766804, + 0.171304604963868, + 0.1704674339553359, + 0.17036016567963533, + 0.16880130064327967, + 0.16611365864831928, + 0.16221267592898705, + 0.15996215914943634, + 0.15355991391576804, + 0.15006504290190767, + 0.1476278362040367, + 0.14612322893004814, + 0.14509765399885527, + 0.14142490920651205, + 0.13687575898249196, + 0.1353052184323352, + 0.13428342864112705, + 0.13259176980236567, + 0.13151542301410682, + 0.13106755060346142, + 0.13004320811046033, + 0.12568583503026665, + 0.11962064566138907, + 0.11127195497580554, + 0.11022241795353933, + 0.11018251151558224, + 0.10913937296627706, + 0.10639315269862928, + 0.10218548934660078, + 0.10024273809888005, + 0.095164846816259, + 0.09462607577291789, + 0.09460483247607124, + 0.09447163162565665, + 0.09148007051113272, + 0.09139807715028764, + 0.0903561757869153, + 0.09004321650490187, + 0.08853150129966689, + 0.08737113560513485, + 0.08558778101858898, + 0.08473880439111388, + 0.08430484950175413, + 0.0842471902783667, + 0.08413991354569056, + 0.08406806650016399, + 0.08372211171734868, + 0.08090277011566285, + 0.07784783148227696, + 0.07743546825237725, + 0.07617770651889279, + 0.07490260789540214, + 0.07357091181371862, + 0.07045015737597629, + 0.06892264142774662, + 0.06802411668500279, + 0.06662345853415773, + 0.0656157813580178, + 0.06401296941480956, + 0.06330345623233259, + 0.06243506555329072, + 0.0612498346575637, + 0.06015482200089354, + 0.05961019618970143, + 0.05861569714941334, + 0.05810474435460095, + 0.05493027364865803, + 0.05417166777705066, + 0.05377234391988582, + 0.053649338787236184, + 0.050745031079067145, + 0.05066973993150222, + 0.05001829221119438, + 0.04979156343276604, + 0.047777432356298034, + 0.04708591550033504, + 0.045604586552272036, + 0.04313177410808914, + 0.042845035831761934, + 0.04073850768966246, + 0.0393046675783243, + 0.03810667926028516, + 0.03600412908857165, + 0.03466860435623173, + 0.03405551120161435, + 0.03381341783998703, + 0.03325104744795533, + 0.030781171201235313, + 0.030080345947929115, + 0.028838541164675886, + 0.02880726376844651, + 0.0282545407051661, + 0.023438204487872056, + 0.023360552489492994, + 0.02295005436255596, + 0.02255529355898983, + 0.022432012030187038, + 0.02168417162722387, + 0.020580988773412676, + 0.02034801793767433, + 0.01996288045939279, + 0.015191983921774404, + 0.013630360150481743, + 0.012699118396802747, + 0.011009434290363643, + 0.010903925461611811, + 0.01085143808141291, + 0.010092447119757262, + 0.00967739438353697, + 0.009650579793544469, + 0.008582786335721886, + 0.00851898790401008, + 0.007132319936736593, + 0.006419852878271031, + 0.006375744112436032, + 0.0056179080123131605, + 0.0053297778574645065, + 0.004572949009877896, + 0.003734148520632327, + 0.003580079337763836, + 0.0034965291543792784, + 0.0033261852353361344, + 0.0030120941848639847, + 0.0025658280365246098, + 0.002458472038843246, + 0.0024178163578768876, + 0.0021069706967128616, + 0.0018049321886370643, + 0.0016213954121929606, + 0.0005813439881796595, + 0.00045887971602242905, + 0.0003995013519026804, + 8.621207808867888e-05, + 7.448337323056695e-05, + 2.974720711499804e-05, + 2.3611953525061025e-05, + 1.048591884267461e-15, + 6.291551305604765e-16, + 4.1943675370698436e-16, + 1.6777470148279374e-16, + 1.6777470148279374e-16, + 1.6777470148279374e-16, + 1.258310261120953e-16, + 4.1943675370698436e-17 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 90.54545454545453, + "precision": 90.54545454545453, + "recall": 100.0, + "f1": 95.02796661784835 + }, + "selection": { + "precision": 0.6253210300244867, + "recall": 1.7964071856287425, + "f1": 0.9275441656494948, + "jaccard": 0.46620488617277794 + } + } +} \ No newline at end of file diff --git a/output/regress/Psoriasis/significant_genes_condition_Huntingtons_Disease.json b/output/regress/Psoriasis/significant_genes_condition_Huntingtons_Disease.json new file mode 100644 index 0000000000000000000000000000000000000000..99454a5b4301de8022de996efb787ccf6491cc1b --- /dev/null +++ b/output/regress/Psoriasis/significant_genes_condition_Huntingtons_Disease.json @@ -0,0 +1,57 @@ +{ + "significant_genes": { + "Variable": [ + "AGR3", + "FAM234B", + "FRMD4A", + "TAC1", + "DIRAS2", + "CACHD1", + "CACNB4", + "CLDN4", + "AQP9", + "TRIB2", + "NRTN" + ], + "Coefficient": [ + -0.06434016178265008, + -0.04302205210630615, + -0.0410009368712962, + -0.021879903096952837, + -0.021011892432819427, + 0.019725254178741047, + 0.01210347302982488, + -0.008560923265389809, + -0.004940341294108328, + 0.00380109262426369, + -0.002907678337174282 + ], + "Absolute Coefficient": [ + 0.06434016178265008, + 0.04302205210630615, + 0.0410009368712962, + 0.021879903096952837, + 0.021011892432819427, + 0.019725254178741047, + 0.01210347302982488, + 0.008560923265389809, + 0.004940341294108328, + 0.00380109262426369, + 0.002907678337174282 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 85.55555555555557, + "precision": 88.63133640552996, + "recall": 93.70034447898743, + "f1": 91.04242376905033 + }, + "selection": { + "precision": 4.5054945054945055, + "recall": 0.20338983050847456, + "f1": 0.389190097927962, + "jaccard": 0.19565401918343095 + } + } +} \ No newline at end of file diff --git a/output/regress/Psoriasis/significant_genes_condition_Hypertension.json b/output/regress/Psoriasis/significant_genes_condition_Hypertension.json new file mode 100644 index 0000000000000000000000000000000000000000..c178cc0fd8bbc7b558f944499c494facbed1dca2 --- /dev/null +++ b/output/regress/Psoriasis/significant_genes_condition_Hypertension.json @@ -0,0 +1,447 @@ +{ + "significant_genes": { + "Variable": [ + "AGR3", + "ZNF385C", + "NRTN", + "DDX50", + "DIRAS2", + "FRMD4A", + "TAC1", + "ITGA7", + "AOPEP", + "PLXNA2", + "NPHS1", + "FCER2", + "ACTL9", + "ASPHD2", + "HTRA4", + "GRM6", + "FAM98A", + "PRKCB", + "KLHL13", + "C11orf16", + "ODAPH", + "IL17RB", + "ABCC5", + "KCNN3", + "LMO2", + "ZC3H4", + "NPFF", + "CST9L", + "LIM2", + "PHAF1", + "INSM1", + "MCTP1", + "KPTN", + "TBX4", + "POLR2E", + "ZC3HC1", + "ST6GAL2", + "EMILIN1", + "SLC13A5", + "SLC44A3", + "OSBPL6", + "ERVH48-1", + "KRT13", + "RASGEF1C", + "ATP5PB", + "KCNA4", + "TMEM174", + "BCL2L13", + "FOXN3-AS2", + "VCF2", + "TPTE", + "HORMAD2", + "CDKL3", + "ESRG", + "SH3YL1", + "LINC02877", + "LGI1", + "RPL13AP17", + "KLHL36", + "PCDH20", + "LHFPL4", + "SEPTIN3", + "EBF4", + "MMEL1", + "BFSP2", + "CDK13", + "CXXC1P1", + "SPINDOC", + "BRPF1", + "KCNIP4", + "WNT8B", + "CCDC62", + "HADH", + "TRPM6", + "CCDC27", + "YY2", + "ELMO1", + "PCYT1A", + "EPHB3", + "TREH", + "DLG5", + "ZNF570", + "OSCAR", + "TFR2", + "PMP2", + "HYDIN", + "CECR9", + "COL3A1", + "SAMD10", + "PPCDC", + "LRP12", + "STRC", + "GDF1", + "HEY1", + "NDRG4", + "TENM4", + "CCDC163", + "VRK3", + "RIMS4", + "NUP160", + "SLC15A2", + "KCNU1", + "ABRA", + "IQUB", + "WFDC2", + "KLHDC8A", + "C1orf226", + "TRAF3", + "FAM219B", + "ATOH7", + "SOHLH1", + "MS4A15", + "IFNL2", + "AMHR2", + "CACNB4", + "MPIG6B", + "PANK4", + "LINC02873", + "RNF144B", + "SLC12A4", + "ZFP57", + "POU5F1P4", + "GLIS2", + "RFPL1", + "GATD1-DT", + "TMEM52", + "ST6GALNAC5", + "SCFD2", + "LILRA6", + "OR3A2", + "GZMM", + "LDHD", + "TTTY15", + "BRAF", + "SHROOM4", + "SMCR8", + "LRRC36", + "KRT84", + "PERM1", + "ZNF438", + "DLEU7" + ], + "Coefficient": [ + -0.0719868277491411, + -0.050155274324620996, + -0.04463718190630248, + 0.03704104435927687, + -0.03575832263247847, + -0.03511302852429726, + -0.033251384913503754, + -0.030528035479096376, + 0.028386101004991778, + -0.02675854616800069, + 0.02579797214567854, + -0.02362003208127721, + 0.023282673704494928, + -0.022907359069625304, + 0.022073407897022054, + 0.021514708339537454, + 0.02049141185926968, + -0.02033211145165935, + 0.01964652799049718, + -0.019040880216757664, + 0.01855755864258539, + -0.01741001153340928, + 0.016954403778461767, + 0.01625012359610747, + 0.016210238389551188, + 0.015635578568651515, + 0.01541680979977469, + 0.014975648932764743, + 0.014848013807233471, + 0.014468489892800777, + -0.014413891409541194, + 0.014328714748163204, + 0.014122667825933107, + 0.014095665218773819, + -0.013784818899094133, + -0.013694030335199094, + -0.013684110620094747, + 0.013527261193710314, + -0.013292527773052227, + -0.01242905111139612, + -0.011866937154041347, + -0.01173912190259494, + 0.01156392308931903, + -0.011474472745789218, + -0.011468466754775315, + 0.011438205784856726, + -0.011291639896159274, + -0.011244061831908578, + -0.010812646339563617, + -0.010726016384152236, + -0.010557885910552418, + 0.010176924938083637, + 0.010056124803598562, + -0.00986339245354922, + -0.009310845272190718, + 0.009241017416060596, + -0.009030112299915188, + -0.008863171480587977, + -0.008576082934277009, + -0.008517095159746899, + 0.008503942054500408, + 0.00816180961130714, + -0.0077701099868396845, + -0.007654299162732933, + -0.0076129029730965855, + 0.0075047412733034195, + 0.007388012982827158, + 0.007310780628064416, + 0.007234181563090543, + 0.007077525440428172, + -0.006995406380474268, + 0.0068843116862758276, + -0.0068119786287130345, + -0.006792666731345565, + -0.006707588427477898, + -0.006607093573466933, + 0.006531574450764469, + -0.006327118409267211, + -0.006251817494117165, + -0.006189889473392448, + -0.00598482911678476, + 0.005932173415444158, + 0.0055311001670398175, + -0.005413840187246967, + -0.005389000441301466, + -0.004991870580161855, + 0.004903742641388705, + 0.004852505638503399, + -0.004798830893183771, + -0.004606135090693275, + 0.0045313250084245554, + 0.004491057001447897, + 0.00414400402973625, + 0.00404711205176195, + 0.004004704975857148, + -0.003869935074176887, + 0.0038654977528375244, + -0.0036615939796134493, + -0.0036339145954126435, + 0.003433828537109971, + 0.003308787142282129, + 0.003251850608916604, + -0.0030638460735708125, + -0.003018540860353942, + -0.002945973178757226, + -0.002830170961686194, + -0.002678909713452892, + 0.002652379985347317, + -0.0026486042042353514, + 0.002617300797745101, + -0.0026007777445142396, + 0.002568989077629331, + -0.002521358068833895, + -0.0024262590345323714, + 0.002246322328675912, + -0.002067008173609392, + 0.00191714343437535, + -0.001909676287428288, + -0.0018264759526277863, + -0.0017103411830600454, + -0.001667820221603573, + -0.0016365048063791486, + 0.0015318319493638362, + 0.0014304161764276293, + -0.001397764564480667, + -0.001365367175649301, + -0.001348517629189627, + -0.0012895326512576822, + -0.001119307955725516, + -0.0010973374395815663, + -0.000925072695707213, + -0.0007163827265655905, + -0.0005033090781330773, + 0.000418159013953468, + 0.00032402693651260135, + -0.00028213255636648396, + -0.00023032496074242337, + -0.00018973455560798445, + -0.0001649314039727157, + -8.74808793901799e-05, + 5.655428862688998e-05 + ], + "Absolute Coefficient": [ + 0.0719868277491411, + 0.050155274324620996, + 0.04463718190630248, + 0.03704104435927687, + 0.03575832263247847, + 0.03511302852429726, + 0.033251384913503754, + 0.030528035479096376, + 0.028386101004991778, + 0.02675854616800069, + 0.02579797214567854, + 0.02362003208127721, + 0.023282673704494928, + 0.022907359069625304, + 0.022073407897022054, + 0.021514708339537454, + 0.02049141185926968, + 0.02033211145165935, + 0.01964652799049718, + 0.019040880216757664, + 0.01855755864258539, + 0.01741001153340928, + 0.016954403778461767, + 0.01625012359610747, + 0.016210238389551188, + 0.015635578568651515, + 0.01541680979977469, + 0.014975648932764743, + 0.014848013807233471, + 0.014468489892800777, + 0.014413891409541194, + 0.014328714748163204, + 0.014122667825933107, + 0.014095665218773819, + 0.013784818899094133, + 0.013694030335199094, + 0.013684110620094747, + 0.013527261193710314, + 0.013292527773052227, + 0.01242905111139612, + 0.011866937154041347, + 0.01173912190259494, + 0.01156392308931903, + 0.011474472745789218, + 0.011468466754775315, + 0.011438205784856726, + 0.011291639896159274, + 0.011244061831908578, + 0.010812646339563617, + 0.010726016384152236, + 0.010557885910552418, + 0.010176924938083637, + 0.010056124803598562, + 0.00986339245354922, + 0.009310845272190718, + 0.009241017416060596, + 0.009030112299915188, + 0.008863171480587977, + 0.008576082934277009, + 0.008517095159746899, + 0.008503942054500408, + 0.00816180961130714, + 0.0077701099868396845, + 0.007654299162732933, + 0.0076129029730965855, + 0.0075047412733034195, + 0.007388012982827158, + 0.007310780628064416, + 0.007234181563090543, + 0.007077525440428172, + 0.006995406380474268, + 0.0068843116862758276, + 0.0068119786287130345, + 0.006792666731345565, + 0.006707588427477898, + 0.006607093573466933, + 0.006531574450764469, + 0.006327118409267211, + 0.006251817494117165, + 0.006189889473392448, + 0.00598482911678476, + 0.005932173415444158, + 0.0055311001670398175, + 0.005413840187246967, + 0.005389000441301466, + 0.004991870580161855, + 0.004903742641388705, + 0.004852505638503399, + 0.004798830893183771, + 0.004606135090693275, + 0.0045313250084245554, + 0.004491057001447897, + 0.00414400402973625, + 0.00404711205176195, + 0.004004704975857148, + 0.003869935074176887, + 0.0038654977528375244, + 0.0036615939796134493, + 0.0036339145954126435, + 0.003433828537109971, + 0.003308787142282129, + 0.003251850608916604, + 0.0030638460735708125, + 0.003018540860353942, + 0.002945973178757226, + 0.002830170961686194, + 0.002678909713452892, + 0.002652379985347317, + 0.0026486042042353514, + 0.002617300797745101, + 0.0026007777445142396, + 0.002568989077629331, + 0.002521358068833895, + 0.0024262590345323714, + 0.002246322328675912, + 0.002067008173609392, + 0.00191714343437535, + 0.001909676287428288, + 0.0018264759526277863, + 0.0017103411830600454, + 0.001667820221603573, + 0.0016365048063791486, + 0.0015318319493638362, + 0.0014304161764276293, + 0.001397764564480667, + 0.001365367175649301, + 0.001348517629189627, + 0.0012895326512576822, + 0.001119307955725516, + 0.0010973374395815663, + 0.000925072695707213, + 0.0007163827265655905, + 0.0005033090781330773, + 0.000418159013953468, + 0.00032402693651260135, + 0.00028213255636648396, + 0.00023032496074242337, + 0.00018973455560798445, + 0.0001649314039727157, + 8.74808793901799e-05, + 5.655428862688998e-05 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 86.66666666666667, + "precision": 90.04029304029304, + "recall": 93.76743390091555, + "f1": 91.64172988568653 + }, + "selection": { + "precision": 2.2118519488708692, + "recall": 0.8813559322033898, + "f1": 1.2599678748473135, + "jaccard": 0.6343549194951683 + } + } +} \ No newline at end of file diff --git a/output/regress/Psoriasis/significant_genes_condition_Liver_Cancer.json b/output/regress/Psoriasis/significant_genes_condition_Liver_Cancer.json new file mode 100644 index 0000000000000000000000000000000000000000..50cad3652aad75b9375cbd5a50acb4cf68c418b6 --- /dev/null +++ b/output/regress/Psoriasis/significant_genes_condition_Liver_Cancer.json @@ -0,0 +1,51 @@ +{ + "significant_genes": { + "Variable": [ + "AGR3", + "FAM234B", + "FRMD4A", + "TAC1", + "CACHD1", + "DIRAS2", + "CACNB4", + "AQP9", + "CLDN4" + ], + "Coefficient": [ + -0.06002038228096221, + -0.05119234031994341, + -0.042234758183598446, + -0.024507073884590145, + 0.023107179116630454, + -0.01754400121780421, + 0.01174505368700848, + -0.006448030167026266, + -0.0032118216158170247 + ], + "Absolute Coefficient": [ + 0.06002038228096221, + 0.05119234031994341, + 0.042234758183598446, + 0.024507073884590145, + 0.023107179116630454, + 0.01754400121780421, + 0.01174505368700848, + 0.006448030167026266, + 0.0032118216158170247 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 86.11111111111111, + "precision": 88.79405615292713, + "recall": 94.44108521972817, + "f1": 91.37139105902212 + }, + "selection": { + "precision": 6.395604395604396, + "recall": 0.2711864406779661, + "f1": 0.519917347229141, + "jaccard": 0.2612292130978913 + } + } +} \ No newline at end of file diff --git a/output/regress/Psoriasis/significant_genes_condition_Migraine.json b/output/regress/Psoriasis/significant_genes_condition_Migraine.json new file mode 100644 index 0000000000000000000000000000000000000000..00905d7ba2c9bff83ad9942bf3b00557d2a2055d --- /dev/null +++ b/output/regress/Psoriasis/significant_genes_condition_Migraine.json @@ -0,0 +1,60 @@ +{ + "significant_genes": { + "Variable": [ + "FAM234B", + "AGR3", + "FRMD4A", + "CACHD1", + "TAC1", + "NRTN", + "CACNB4", + "DIRAS2", + "AQP9", + "CLDN4", + "TRIB2", + "AASS" + ], + "Coefficient": [ + -0.051972730101104835, + -0.049913188370505845, + -0.04083685781543056, + 0.02309142534874137, + -0.018336787792069643, + -0.010113802054439494, + 0.00964429489218091, + -0.009144295343389335, + -0.008426362200767739, + -0.005805512022219603, + 0.004089432708502106, + 0.0024069335069548357 + ], + "Absolute Coefficient": [ + 0.051972730101104835, + 0.049913188370505845, + 0.04083685781543056, + 0.02309142534874137, + 0.018336787792069643, + 0.010113802054439494, + 0.00964429489218091, + 0.009144295343389335, + 0.008426362200767739, + 0.005805512022219603, + 0.004089432708502106, + 0.0024069335069548357 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 86.11111111111111, + "precision": 89.7123015873016, + "recall": 92.9821992780836, + "f1": 91.19903584096853 + }, + "selection": { + "precision": 5.833333333333333, + "recall": 0.2711864406779661, + "f1": 0.5178210459063439, + "jaccard": 0.2605973791713089 + } + } +} \ No newline at end of file diff --git a/output/regress/Psoriasis/significant_genes_condition_None.json b/output/regress/Psoriasis/significant_genes_condition_None.json new file mode 100644 index 0000000000000000000000000000000000000000..bbb452c1500023aa251fed73ab076b0a52cab90d --- /dev/null +++ b/output/regress/Psoriasis/significant_genes_condition_None.json @@ -0,0 +1,57 @@ +{ + "significant_genes": { + "Variable": [ + "AGR3", + "FAM234B", + "FRMD4A", + "TAC1", + "CACHD1", + "DIRAS2", + "CACNB4", + "CLDN4", + "NRTN", + "AQP9", + "TRIB2" + ], + "Coefficient": [ + -0.05824242151392729, + -0.04854277118753522, + -0.04177895346102828, + -0.023178366786702848, + 0.021137051914423208, + -0.017601286886895523, + 0.011315102970507139, + -0.008804099056488109, + -0.0059243523415073536, + -0.004916520268441339, + 0.002012808557041637 + ], + "Absolute Coefficient": [ + 0.05824242151392729, + 0.04854277118753522, + 0.04177895346102828, + 0.023178366786702848, + 0.021137051914423208, + 0.017601286886895523, + 0.011315102970507139, + 0.008804099056488109, + 0.0059243523415073536, + 0.004916520268441339, + 0.002012808557041637 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 86.11111111111111, + "precision": 89.15694687218603, + "recall": 93.72294001882435, + "f1": 91.29991834683752 + }, + "selection": { + "precision": 5.0678733031674215, + "recall": 0.2711864406779661, + "f1": 0.5144855144855145, + "jaccard": 0.25932133708611366 + } + } +} \ No newline at end of file diff --git a/output/regress/Psoriasis/significant_genes_condition_Obesity.json b/output/regress/Psoriasis/significant_genes_condition_Obesity.json new file mode 100644 index 0000000000000000000000000000000000000000..b98eb5150e7f2a36711d2cf91c50220d50121519 --- /dev/null +++ b/output/regress/Psoriasis/significant_genes_condition_Obesity.json @@ -0,0 +1,57 @@ +{ + "significant_genes": { + "Variable": [ + "AGR3", + "FAM234B", + "FRMD4A", + "TAC1", + "CACHD1", + "DIRAS2", + "CACNB4", + "CLDN4", + "NRTN", + "AQP9", + "TRIB2" + ], + "Coefficient": [ + -0.05695826932729764, + -0.04981182156770051, + -0.042232917397190546, + -0.023390237393792753, + 0.021540776116663465, + -0.016698740133897435, + 0.011086577910422904, + -0.008638306134658722, + -0.00695845179499167, + -0.004942826461180287, + 0.0009165560730423373 + ], + "Absolute Coefficient": [ + 0.05695826932729764, + 0.04981182156770051, + 0.042232917397190546, + 0.023390237393792753, + 0.021540776116663465, + 0.016698740133897435, + 0.011086577910422904, + 0.008638306134658722, + 0.00695845179499167, + 0.004942826461180287, + 0.0009165560730423373 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 85.55555555555557, + "precision": 88.5722694528312, + "recall": 93.72294001882435, + "f1": 90.98297845612713 + }, + "selection": { + "precision": 5.467032967032967, + "recall": 0.2711864406779661, + "f1": 0.516554694745935, + "jaccard": 0.25953148292732753 + } + } +} \ No newline at end of file diff --git a/output/regress/Psoriasis/significant_genes_condition_Osteoarthritis.json b/output/regress/Psoriasis/significant_genes_condition_Osteoarthritis.json new file mode 100644 index 0000000000000000000000000000000000000000..a861d2616c5cdf21d58f7fdd3daf132a19f89e68 --- /dev/null +++ b/output/regress/Psoriasis/significant_genes_condition_Osteoarthritis.json @@ -0,0 +1,51 @@ +{ + "significant_genes": { + "Variable": [ + "AGR3", + "FRMD4A", + "FAM234B", + "TAC1", + "CACHD1", + "CLDN4", + "CACNB4", + "ASAP1", + "DIRAS2" + ], + "Coefficient": [ + -0.054896554446387136, + -0.038051885918287155, + -0.03773298665474624, + -0.02564183405049712, + 0.02151615034591327, + -0.016339731064787966, + 0.011257915617987604, + 0.008045806663717509, + -0.006373367865899256 + ], + "Absolute Coefficient": [ + 0.054896554446387136, + 0.038051885918287155, + 0.03773298665474624, + 0.02564183405049712, + 0.02151615034591327, + 0.016339731064787966, + 0.011257915617987604, + 0.008045806663717509, + 0.006373367865899256 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 85.55555555555556, + "precision": 88.26855643944076, + "recall": 94.41259519123813, + "f1": 91.0377591736661 + }, + "selection": { + "precision": 6.023310023310023, + "recall": 0.2711864406779661, + "f1": 0.518653600247528, + "jaccard": 0.26059048016649344 + } + } +} \ No newline at end of file diff --git a/output/regress/Psoriasis/significant_genes_condition_Polycystic_Ovary_Syndrome.json b/output/regress/Psoriasis/significant_genes_condition_Polycystic_Ovary_Syndrome.json new file mode 100644 index 0000000000000000000000000000000000000000..9df4e86750e65ff4f987d00f647b17563c082b46 --- /dev/null +++ b/output/regress/Psoriasis/significant_genes_condition_Polycystic_Ovary_Syndrome.json @@ -0,0 +1,57 @@ +{ + "significant_genes": { + "Variable": [ + "CACHD1", + "AGR3", + "FAM234B", + "TAC1", + "FRMD4A", + "CLDN4", + "DIRAS2", + "CACNB4", + "AQP9", + "GPD2", + "NRTN" + ], + "Coefficient": [ + 0.04481856880716237, + -0.04461070928940747, + -0.03841391782009748, + -0.028612407519916803, + -0.026239426399356874, + -0.018351299126054044, + -0.00987001111775522, + 0.0042754217683580635, + -0.003908062327203658, + -0.0011274561153613951, + -0.0002106291724124771 + ], + "Absolute Coefficient": [ + 0.04481856880716237, + 0.04461070928940747, + 0.03841391782009748, + 0.028612407519916803, + 0.026239426399356874, + 0.018351299126054044, + 0.00987001111775522, + 0.0042754217683580635, + 0.003908062327203658, + 0.0011274561153613951, + 0.0002106291724124771 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 86.66666666666666, + "precision": 89.33104904920812, + "recall": 94.44108521972817, + "f1": 91.68949919894551 + }, + "selection": { + "precision": 8.715728715728716, + "recall": 0.3389830508474576, + "f1": 0.6519165322405576, + "jaccard": 0.3274473012527931 + } + } +} \ No newline at end of file diff --git a/output/regress/Psoriasis/significant_genes_condition_Prostate_Cancer.json b/output/regress/Psoriasis/significant_genes_condition_Prostate_Cancer.json new file mode 100644 index 0000000000000000000000000000000000000000..2b2c2b0db1d40fcd39627e0b8bb0f5ff4e5e7362 --- /dev/null +++ b/output/regress/Psoriasis/significant_genes_condition_Prostate_Cancer.json @@ -0,0 +1,57 @@ +{ + "significant_genes": { + "Variable": [ + "AGR3", + "FAM234B", + "FRMD4A", + "TAC1", + "CACHD1", + "DIRAS2", + "CACNB4", + "CLDN4", + "NRTN", + "TRIB2", + "AQP9" + ], + "Coefficient": [ + -0.05830302850224821, + -0.04728085508769554, + -0.04659789618598338, + -0.02594880732337323, + 0.018624571197432414, + -0.016392440392388657, + 0.011076739162711112, + -0.009978302978629932, + -0.004423507453870838, + 0.002326497553704826, + -0.002039041683062609 + ], + "Absolute Coefficient": [ + 0.05830302850224821, + 0.04728085508769554, + 0.04659789618598338, + 0.02594880732337323, + 0.018624571197432414, + 0.016392440392388657, + 0.011076739162711112, + 0.009978302978629932, + 0.004423507453870838, + 0.002326497553704826, + 0.002039041683062609 + ] + }, + "cv_performance": { + "prediction": { + "accuracy": 85.55555555555557, + "precision": 88.63133640552996, + "recall": 93.70034447898743, + "f1": 91.04242376905033 + }, + "selection": { + "precision": 2.7884615384615388, + "recall": 0.13559322033898305, + "f1": 0.2584874932141813, + "jaccard": 0.12966270883681835 + } + } +} \ No newline at end of file