| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "A1CF", | |
| "A1BG", | |
| "AAAS", | |
| "A4GALT", | |
| "AADACL3", | |
| "A3GALT2", | |
| "AADACL2", | |
| "ABCA1", | |
| "A4GNT", | |
| "AADAT", | |
| "AAA1", | |
| "ABCD1", | |
| "ABI3BP", | |
| "AADAC", | |
| "ABCG2", | |
| "ACBD4", | |
| "A2M", | |
| "ABCC9", | |
| "ABCA11P", | |
| "AADACL4", | |
| "ABTB2", | |
| "ABCA8", | |
| "ACAD8", | |
| "ADAMTS20", | |
| "AAK1", | |
| "ABRA", | |
| "ABCA2", | |
| "AAGAB", | |
| "AATK", | |
| "ACSS2", | |
| "AASDHPPT", | |
| "ABHD14B", | |
| "ABHD15", | |
| "ABCC10", | |
| "ACTL8", | |
| "ABCD4", | |
| "ABCG8", | |
| "ABCA10", | |
| "ABCA4", | |
| "ABLIM2", | |
| "ACVR2B", | |
| "A2ML1", | |
| "ABHD12B", | |
| "ABHD1", | |
| "ABAT", | |
| "ACTG2", | |
| "ABCC6", | |
| "ABCA3", | |
| "ACAP2", | |
| "ABHD17C", | |
| "ABLIM3", | |
| "ABCA13", | |
| "ABHD18", | |
| "AARS2", | |
| "AASS", | |
| "AFG2B", | |
| "ABCA12", | |
| "ABR", | |
| "ABHD16B", | |
| "AAMP", | |
| "ACVRL1", | |
| "ACSM5", | |
| "ACBD3", | |
| "ADAM32", | |
| "ACTBL2", | |
| "ACKR3", | |
| "ABHD6", | |
| "AAMDC", | |
| "ADAMTS17", | |
| "AACSP1", | |
| "ACAT1", | |
| "ACACB", | |
| "ABCC11", | |
| "ABCD3", | |
| "ABCB1", | |
| "ABHD14A", | |
| "ADGRD1", | |
| "ACSL5", | |
| "ABCC2", | |
| "ABCF2", | |
| "ABHD13", | |
| "AEBP1", | |
| "ALKBH1", | |
| "ADIG", | |
| "ACOX2", | |
| "ACRV1", | |
| "ACO1", | |
| "ALDH1B1", | |
| "ACTA2", | |
| "ABHD17A", | |
| "ABCF3", | |
| "ABO", | |
| "ACP6", | |
| "ABHD12", | |
| "ACSBG1", | |
| "ARSF", | |
| "ADCK2", | |
| "ACAT2", | |
| "ABL1", | |
| "ACSL6", | |
| "ACADM", | |
| "ACADS", | |
| "ADGRG1", | |
| "ADGRG2", | |
| "ANKRD20A1", | |
| "ASXL3", | |
| "ACOX3", | |
| "ADPGK", | |
| "ABHD17B", | |
| "AGAP10P", | |
| "AATF", | |
| "ABHD8", | |
| "ADAMTS7", | |
| "ARPC3", | |
| "ADAMTS6", | |
| "ABCB7", | |
| "ANXA10", | |
| "AFMID", | |
| "AMOTL2", | |
| "BANF2", | |
| "ANKRD42", | |
| "ADGRL1", | |
| "ACOT9", | |
| "ADAM18", | |
| "ABRACL", | |
| "AHR", | |
| "ANKRD33", | |
| "ACE", | |
| "ABCB4", | |
| "ALB", | |
| "C1orf220", | |
| "ABCB6", | |
| "ARHGEF19", | |
| "ABCE1", | |
| "ACTR8", | |
| "ABCG5", | |
| "ACTN4", | |
| "DRICH1", | |
| "ADAMTS19", | |
| "ACSF2", | |
| "AGT", | |
| "ANGPTL7", | |
| "ADAP2", | |
| "ALPK1", | |
| "ACSM2B", | |
| "AFF1", | |
| "ADGRL4", | |
| "ACTL7B", | |
| "C1QL2", | |
| "AGBL2", | |
| "ADAM2", | |
| "ACSL3", | |
| "AHCY", | |
| "ADARB2-AS1", | |
| "ABCF1", | |
| "ABI3", | |
| "ANG", | |
| "ABCA6", | |
| "ADGRG3", | |
| "ABHD11", | |
| "ABRAXAS1", | |
| "ACYP2", | |
| "AHSA2P", | |
| "AMDHD1", | |
| "ADRA2B", | |
| "ACOT7", | |
| "C11orf16", | |
| "AMBRA1", | |
| "CASC2", | |
| "ADGRA2", | |
| "ACTR6", | |
| "AASDH", | |
| "CATSPER3", | |
| "ADORA3", | |
| "AGR3", | |
| "ADAM33", | |
| "ADCY2", | |
| "EXTL1", | |
| "AGBL1", | |
| "DPEP3", | |
| "ADAMTS4", | |
| "EID3", | |
| "ACAP3", | |
| "ADAMTS14", | |
| "ALX3", | |
| "IFNK", | |
| "CCDC7", | |
| "ADAM17", | |
| "ACTL10", | |
| "WDR97", | |
| "ADAM20", | |
| "C1orf115", | |
| "ADCY4", | |
| "ABI1", | |
| "ADAM9", | |
| "ADCY9", | |
| "ADIPOR2", | |
| "ANK1", | |
| "FGFR1", | |
| "AFM", | |
| "ADAM10", | |
| "AARSD1", | |
| "ANO2", | |
| "ADGRL2", | |
| "AARD", | |
| "AKR7A2", | |
| "ABCC13", | |
| "ABCD2", | |
| "ABCA7", | |
| "C1orf35", | |
| "ABHD3", | |
| "ARHGEF26", | |
| "SOX1", | |
| "ADPRH", | |
| "ADRA2A", | |
| "ALLC", | |
| "ACSM1", | |
| "IGFBP1", | |
| "ACSM2A", | |
| "ACKR4", | |
| "AKIRIN2", | |
| "ARFGEF3", | |
| "ACIN1", | |
| "IGFL3", | |
| "BRDT", | |
| "ACOT2", | |
| "C1D", | |
| "C5orf58", | |
| "GPC5", | |
| "ANKRD7", | |
| "ACTA1", | |
| "CHRNA10", | |
| "ABCC12", | |
| "ASGR1", | |
| "ANGPTL2", | |
| "ARHGEF28", | |
| "ABRAXAS2", | |
| "ADAMTSL3", | |
| "ALDH1L1", | |
| "CTNNBL1", | |
| "ADGRG5", | |
| "AFG1L", | |
| "ABITRAM", | |
| "BPIFB1", | |
| "ACTC1", | |
| "ACER1", | |
| "ANGPTL3", | |
| "ALDH3B1", | |
| "PCDHGA6", | |
| "ALDH1A1", | |
| "ADAM19", | |
| "APOA5", | |
| "ACCSL", | |
| "ARL14", | |
| "PRUNE2", | |
| "SNORA37", | |
| "ACBD7", | |
| "ABCC1", | |
| "AKAP10", | |
| "ACTB", | |
| "AKR1D1", | |
| "RBM11", | |
| "ADCY7", | |
| "ACSS3", | |
| "ABHD2", | |
| "DMD", | |
| "BET1L", | |
| "ADGRE1", | |
| "ARL6IP6", | |
| "HLA-DRB3", | |
| "BTNL2", | |
| "ADGRF1", | |
| "C10orf55", | |
| "ADAT3", | |
| "ADORA2B", | |
| "CCDC39", | |
| "ANKRD53", | |
| "HMX3", | |
| "PRR22", | |
| "AGO2", | |
| "ADRA1A", | |
| "GJA9", | |
| "GBA3", | |
| "ADAM21P1", | |
| "CALHM6", | |
| "ADCY6", | |
| "ASB13", | |
| "ADAMTSL4-AS1", | |
| "CFAP144P1", | |
| "ANAPC7", | |
| "ADGRB3", | |
| "C1R", | |
| "AKR1B1", | |
| "BACE1", | |
| "C22orf39", | |
| "ANO8", | |
| "FGG", | |
| "ABHD5", | |
| "APOL3", | |
| "ACTL6A", | |
| "C16orf78", | |
| "ABLIM1", | |
| "ACBD6", | |
| "ANOS1", | |
| "IPO13", | |
| "TMEM230", | |
| "CAPS", | |
| "ANKRD1", | |
| "ARHGAP20", | |
| "FAM47B", | |
| "PLAAT2", | |
| "ALOX12B", | |
| "ALKBH6", | |
| "ANGPT2", | |
| "ACLY", | |
| "C4A", | |
| "ARHGEF17", | |
| "ARHGAP35", | |
| "ABCB11", | |
| "GEMIN8", | |
| "ADAT1", | |
| "ADAMTSL1", | |
| "ABT1", | |
| "ADAM23", | |
| "RNF121", | |
| "F10", | |
| "OR8I2", | |
| "C1orf52", | |
| "EIF1AY", | |
| "ACACA", | |
| "GSTM3", | |
| "ZNF813", | |
| "ARSD", | |
| "DDX3Y", | |
| "MSANTD3", | |
| "ANGEL1", | |
| "CLIP3", | |
| "CCDC149", | |
| "ADAP1", | |
| "MYL7", | |
| "APOH", | |
| "AMER2", | |
| "BRAP", | |
| "ACTR10", | |
| "AGAP9", | |
| "ADGRG4", | |
| "ABCA9", | |
| "ARHGEF9", | |
| "ADGRD2", | |
| "BCL7A", | |
| "CAT", | |
| "ADRA1B", | |
| "ANXA2P1", | |
| "DNAAF11", | |
| "AIRIM", | |
| "ARX", | |
| "AJUBA", | |
| "BOLA2", | |
| "ABCC8", | |
| "AP3D1", | |
| "C3orf36", | |
| "ADGRF4", | |
| "ATP2A1", | |
| "SNTG2", | |
| "HRNR", | |
| "CFAP92", | |
| "ALDH8A1", | |
| "MTNR1B", | |
| "ESRP2", | |
| "SV2B", | |
| "ERAP2", | |
| "BTBD9", | |
| "AREL1", | |
| "ANKRD24", | |
| "KLC4", | |
| "CCDC102B", | |
| "HLA-DRB4", | |
| "BHLHA15", | |
| "BAGE", | |
| "GFOD1", | |
| "DCN", | |
| "ADAMTS3", | |
| "AMER3", | |
| "ARHGEF6", | |
| "ACSS1", | |
| "CEP250", | |
| "ANKS3", | |
| "AP2B1", | |
| "CCDC144BP", | |
| "AP1B1", | |
| "ARID1A", | |
| "BTG3", | |
| "CCDC185", | |
| "DNAJC16", | |
| "CASP7", | |
| "CHST14", | |
| "ABHD17AP3", | |
| "ANKRD20A2P", | |
| "C4B" | |
| ], | |
| "Coefficient": [ | |
| 0.21730157939453076, | |
| -0.1479631691802988, | |
| -0.10018487401232483, | |
| 0.07812094715833338, | |
| 0.0660486693814533, | |
| 0.06348182211028496, | |
| -0.0493250910545606, | |
| 0.045683108317659094, | |
| -0.04125846115173263, | |
| -0.03654709822424463, | |
| -0.03509775477370279, | |
| 0.03508613475282092, | |
| -0.03290757741129183, | |
| 0.031905112235607234, | |
| 0.03170584955321735, | |
| 0.030499521147972775, | |
| 0.029471582290673665, | |
| -0.028647689915526738, | |
| -0.028008241739226846, | |
| -0.027537271683239533, | |
| -0.02703199432441001, | |
| -0.026381268649877523, | |
| 0.02382685807522566, | |
| -0.02363402575427198, | |
| -0.023363318913798024, | |
| 0.02301085433719392, | |
| 0.02268181058157813, | |
| -0.02210886312413735, | |
| 0.02194727102683233, | |
| -0.021668581006269984, | |
| -0.021634074432972175, | |
| 0.02137595940369337, | |
| -0.02130351944206466, | |
| -0.02067313727368063, | |
| -0.020488808115078288, | |
| -0.020074194132603664, | |
| -0.019699171471926617, | |
| 0.018959454264710664, | |
| -0.018053530742266594, | |
| -0.017952246317700062, | |
| 0.017810446557113075, | |
| -0.017740166325334896, | |
| 0.01733958748776975, | |
| 0.0171999565696093, | |
| 0.01593205295194464, | |
| 0.015554245784171803, | |
| 0.015450681026945783, | |
| 0.015372406915163343, | |
| -0.01530014309235876, | |
| -0.015074954932945132, | |
| 0.014736223643500607, | |
| -0.014214858220956831, | |
| 0.014210324426678387, | |
| -0.013505625740038042, | |
| 0.012965388941849279, | |
| 0.01264457977305261, | |
| 0.012395543235686134, | |
| -0.01232664535310162, | |
| 0.011982976582593731, | |
| -0.011661024761527305, | |
| -0.01163018113830345, | |
| -0.011568900884507311, | |
| 0.011068903881135189, | |
| -0.011037344513086455, | |
| -0.010749061416035254, | |
| 0.010733674773137228, | |
| 0.010587276751450644, | |
| 0.009770976788472007, | |
| 0.00972951388834439, | |
| -0.009657743141097333, | |
| 0.009643323005110407, | |
| 0.009604987659862296, | |
| 0.00956304691589729, | |
| -0.009546451141822168, | |
| -0.008908250696625227, | |
| -0.008727768385146094, | |
| -0.008673381920497342, | |
| 0.008370550342690292, | |
| -0.008280669535981515, | |
| -0.008236784710863355, | |
| 0.007853180806981837, | |
| 0.007731391870231496, | |
| 0.007690189728640771, | |
| 0.007518417398125994, | |
| -0.007451436439268906, | |
| 0.007213477379690046, | |
| 0.0072091699165483655, | |
| -0.0069375308064183044, | |
| -0.0068568348106663925, | |
| 0.006755597268740667, | |
| 0.006576778643934079, | |
| -0.006509977179322783, | |
| 0.0064427695569619714, | |
| 0.006406169406286906, | |
| -0.006393136762414822, | |
| 0.006178366313210781, | |
| 0.006125078317100792, | |
| -0.0061242943433585705, | |
| 0.005904589803834904, | |
| -0.005859626275228247, | |
| -0.005832311014477319, | |
| -0.0057784110937284154, | |
| 0.00566676676519257, | |
| 0.005605851116814271, | |
| 0.005533075658301108, | |
| 0.005482415222956765, | |
| -0.005391901211008681, | |
| -0.005330704445932488, | |
| 0.005276838573831452, | |
| -0.0052310582099236915, | |
| -0.005190664201715957, | |
| -0.005174204777317282, | |
| 0.005090796973522495, | |
| -0.005061010535327612, | |
| 0.0050515633923429015, | |
| 0.005051394194523843, | |
| -0.004984516167458381, | |
| -0.004968822895596187, | |
| -0.004793200087243413, | |
| -0.004617179168610836, | |
| -0.004608006023663901, | |
| -0.004597261776160807, | |
| 0.004500806246067412, | |
| 0.004489483303329582, | |
| 0.004411120545924574, | |
| -0.004347441478724046, | |
| 0.004327438788790476, | |
| -0.004189523516910896, | |
| 0.004177787528333538, | |
| 0.004008074691396628, | |
| -0.003994424310763459, | |
| 0.003992628462602717, | |
| 0.003974442954391736, | |
| 0.003968997709274782, | |
| -0.003940224971706738, | |
| 0.003892693786508392, | |
| 0.0038891636214160277, | |
| -0.003834623869835654, | |
| 0.0038191265604225377, | |
| 0.0037895789613785536, | |
| 0.0037772747742059807, | |
| 0.0037631442644828947, | |
| -0.0037108900394899414, | |
| -0.003703740442222022, | |
| -0.003621713177943153, | |
| -0.0036065927722983486, | |
| -0.00353105335973807, | |
| -0.0035064221733900657, | |
| 0.003495182784525023, | |
| -0.003464739984499138, | |
| 0.003428284179227472, | |
| -0.003378671041860488, | |
| 0.0033425469023330543, | |
| 0.0033407543480900503, | |
| -0.003339292346606732, | |
| -0.003316540720245589, | |
| 0.0032961277409462174, | |
| 0.003164788454588059, | |
| 0.0031340561993260384, | |
| -0.0030809855788528767, | |
| -0.003049904496772371, | |
| -0.003047105051405465, | |
| 0.00290662779779174, | |
| 0.002885295516363584, | |
| -0.0028383207350570873, | |
| -0.002832048297532466, | |
| -0.0026909006780794715, | |
| 0.002684873916190159, | |
| -0.0026842347938621693, | |
| -0.00265713983728837, | |
| -0.002589411796849021, | |
| 0.0025183236585689496, | |
| 0.002447754430518725, | |
| -0.0023225224539189953, | |
| -0.002319007818077757, | |
| 0.0023166212446837074, | |
| -0.002297920937540965, | |
| 0.0022937030081067573, | |
| -0.0022298232294972985, | |
| 0.002223872011716375, | |
| 0.002166412328297441, | |
| 0.002140805413820789, | |
| -0.002128476003390977, | |
| -0.002116932562816782, | |
| 0.0021081402484898495, | |
| -0.0020795515132246414, | |
| -0.0020675251103162854, | |
| -0.002002239421141574, | |
| -0.0019795609215825668, | |
| -0.001974072271202182, | |
| 0.0019446046676538603, | |
| 0.0019003692354097725, | |
| -0.0018964154410636262, | |
| 0.0018713960665562334, | |
| -0.0018366397489565328, | |
| -0.0018118364343833338, | |
| 0.0017935342748182474, | |
| 0.0017520007502041751, | |
| -0.0017156863379253066, | |
| 0.0016927220757981581, | |
| -0.0016787442905634822, | |
| -0.0016472777625631146, | |
| -0.0016354359731962885, | |
| -0.0015850151104016285, | |
| -0.001583194695118318, | |
| -0.0015826650566831706, | |
| -0.0015562204466189114, | |
| -0.0015554590346903634, | |
| 0.0015131703615639282, | |
| 0.0014974800405879285, | |
| 0.0014861028727478898, | |
| -0.001448199254969613, | |
| 0.0014426654837002386, | |
| -0.0014246252840732, | |
| 0.0014192273422872794, | |
| 0.0013729585494817369, | |
| -0.0013297451159206297, | |
| 0.001319398562204733, | |
| 0.0013189231240785964, | |
| -0.0012898775118618108, | |
| 0.0012751186433417126, | |
| 0.0012463216709003874, | |
| 0.0012263309125527288, | |
| 0.0011576152200339625, | |
| 0.0011428407718966141, | |
| -0.001101594837206775, | |
| 0.0010938218912244842, | |
| 0.0010926740440781468, | |
| 0.0010885632579046489, | |
| -0.0010846664642573851, | |
| 0.0010702915646106379, | |
| 0.0010477710091210315, | |
| -0.0010360959959937728, | |
| -0.0010236358458951152, | |
| -0.0010221647698290938, | |
| -0.001018941018893264, | |
| -0.0009722266294721213, | |
| 0.0009608748036335286, | |
| 0.0008814541390546487, | |
| 0.0008770291455178659, | |
| 0.0008473895977933086, | |
| -0.0008422131827682255, | |
| 0.000839144965845146, | |
| -0.0008358020540713229, | |
| 0.0008354650344930347, | |
| -0.0008238448255495767, | |
| 0.0008061928617098514, | |
| -0.0008027215002194298, | |
| 0.0008025523769478612, | |
| 0.0007929695250566041, | |
| 0.0007817848346101121, | |
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| 1.5561150680876724e-15, | |
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| 6.305052633838779e-18 | |
| ], | |
| "Absolute Coefficient": [ | |
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| 1.041112086143132e-17, | |
| 6.305052633838779e-18 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 100.0, | |
| "precision": 100.0, | |
| "recall": 100.0, | |
| "f1": 100.0 | |
| }, | |
| "selection": { | |
| "precision": 0.30904749246098523, | |
| "recall": 2.2222222222222223, | |
| "f1": 0.5425557243608532, | |
| "jaccard": 0.27232774980442004 | |
| } | |
| } | |
| } |