| { | |
| "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", | |
| "ANKRD20A4P", | |
| "ANKRD20A3P" | |
| ], | |
| "Coefficient": [ | |
| 0.2173015793945312, | |
| -0.14796316918029934, | |
| -0.1001848740123243, | |
| 0.07812094715833359, | |
| 0.06604866938145339, | |
| 0.0634818221102846, | |
| -0.0493250910545609, | |
| 0.04568310831765914, | |
| -0.04125846115173281, | |
| -0.036547098224244796, | |
| -0.035097754773702805, | |
| 0.03508613475282103, | |
| -0.03290757741129174, | |
| 0.03190511223560733, | |
| 0.03170584955321741, | |
| 0.030499521147972677, | |
| 0.029471582290673357, | |
| -0.028647689915527075, | |
| -0.02800824173922618, | |
| -0.0275372716832396, | |
| -0.027031994324409742, | |
| -0.026381268649877603, | |
| 0.023826858075225468, | |
| -0.02363402575427189, | |
| -0.023363318913798014, | |
| 0.02301085433719396, | |
| 0.022681810581577998, | |
| -0.022108863124137217, | |
| 0.021947271026832332, | |
| -0.021668581006270164, | |
| -0.021634074432972456, | |
| 0.021375959403693846, | |
| -0.021303519442064614, | |
| -0.020673137273680357, | |
| -0.020488808115078125, | |
| -0.02007419413260365, | |
| -0.01969917147192647, | |
| 0.01895945426471097, | |
| -0.018053530742266583, | |
| -0.017952246317700142, | |
| 0.017810446557113255, | |
| -0.017740166325335097, | |
| 0.017339587487769675, | |
| 0.017199956569609147, | |
| 0.01593205295194459, | |
| 0.01555424578417175, | |
| 0.015450681026945978, | |
| 0.015372406915163176, | |
| -0.015300143092358845, | |
| -0.015074954932945275, | |
| 0.014736223643500282, | |
| -0.014214858220956549, | |
| 0.014210324426678661, | |
| -0.013505625740038303, | |
| 0.012965388941849407, | |
| 0.01264457977305268, | |
| 0.012395543235685992, | |
| -0.01232664535310144, | |
| 0.011982976582593922, | |
| -0.011661024761527182, | |
| -0.011630181138303549, | |
| -0.011568900884507342, | |
| 0.011068903881135187, | |
| -0.011037344513086345, | |
| -0.010749061416035178, | |
| 0.01073367477313734, | |
| 0.01058727675145064, | |
| 0.009770976788471945, | |
| 0.00972951388834438, | |
| -0.009657743141097021, | |
| 0.00964332300511033, | |
| 0.009604987659862011, | |
| 0.009563046915897265, | |
| -0.009546451141822055, | |
| -0.008908250696625191, | |
| -0.008727768385146247, | |
| -0.008673381920497438, | |
| 0.008370550342690219, | |
| -0.008280669535981678, | |
| -0.008236784710863115, | |
| 0.007853180806981682, | |
| 0.007731391870231443, | |
| 0.007690189728640682, | |
| 0.007518417398125943, | |
| -0.007451436439268504, | |
| 0.007213477379690021, | |
| 0.007209169916548377, | |
| -0.006937530806418326, | |
| -0.006856834810666583, | |
| 0.006755597268740751, | |
| 0.006576778643933926, | |
| -0.006509977179322585, | |
| 0.00644276955696199, | |
| 0.00640616940628681, | |
| -0.006393136762414834, | |
| 0.0061783663132107475, | |
| 0.006125078317100962, | |
| -0.006124294343358489, | |
| 0.005904589803834874, | |
| -0.0058596262752282705, | |
| -0.0058323110144773175, | |
| -0.0057784110937282585, | |
| 0.005666766765192534, | |
| 0.005605851116814307, | |
| 0.005533075658301123, | |
| 0.005482415222956706, | |
| -0.005391901211008869, | |
| -0.0053307044459324085, | |
| 0.005276838573831601, | |
| -0.0052310582099237704, | |
| -0.005190664201716234, | |
| -0.0051742047773174855, | |
| 0.005090796973522466, | |
| -0.005061010535327511, | |
| 0.005051563392342709, | |
| 0.005051394194523731, | |
| -0.004984516167458425, | |
| -0.00496882289559622, | |
| -0.004793200087243477, | |
| -0.0046171791686107685, | |
| -0.0046080060236638465, | |
| -0.004597261776160932, | |
| 0.004500806246067504, | |
| 0.0044894833033296, | |
| 0.00441112054592429, | |
| -0.004347441478724035, | |
| 0.004327438788790533, | |
| -0.004189523516910905, | |
| 0.004177787528333479, | |
| 0.004008074691396618, | |
| -0.003994424310763521, | |
| 0.003992628462602607, | |
| 0.003974442954391761, | |
| 0.003968997709274821, | |
| -0.003940224971706824, | |
| 0.003892693786508391, | |
| 0.003889163621416077, | |
| -0.003834623869835668, | |
| 0.0038191265604226275, | |
| 0.003789578961378602, | |
| 0.0037772747742059643, | |
| 0.003763144264482856, | |
| -0.0037108900394898885, | |
| -0.0037037404422220234, | |
| -0.0036217131779431757, | |
| -0.0036065927722982796, | |
| -0.003531053359738115, | |
| -0.003506422173390364, | |
| 0.003495182784525065, | |
| -0.0034647399844992093, | |
| 0.0034282841792274243, | |
| -0.003378671041860375, | |
| 0.003342546902333007, | |
| 0.0033407543480899605, | |
| -0.003339292346606956, | |
| -0.003316540720245325, | |
| 0.0032961277409462976, | |
| 0.003164788454587799, | |
| 0.0031340561993261655, | |
| -0.0030809855788529175, | |
| -0.003049904496772321, | |
| -0.0030471050514054286, | |
| 0.0029066277977916814, | |
| 0.002885295516363593, | |
| -0.0028383207350571116, | |
| -0.0028320482975323783, | |
| -0.0026909006780794498, | |
| 0.0026848739161902274, | |
| -0.0026842347938621967, | |
| -0.002657139837288399, | |
| -0.0025894117968490718, | |
| 0.0025183236585691873, | |
| 0.0024477544305187607, | |
| -0.002322522453918913, | |
| -0.0023190078180777905, | |
| 0.002316621244683732, | |
| -0.0022979209375411053, | |
| 0.0022937030081067954, | |
| -0.002229823229497216, | |
| 0.0022238720117163597, | |
| 0.002166412328297332, | |
| 0.002140805413820768, | |
| -0.0021284760033910676, | |
| -0.002116932562816843, | |
| 0.002108140248489883, | |
| -0.0020795515132246197, | |
| -0.0020675251103163144, | |
| -0.00200223942114145, | |
| -0.001979560921582513, | |
| -0.001974072271202239, | |
| 0.001944604667653969, | |
| 0.001900369235409814, | |
| -0.0018964154410636435, | |
| 0.0018713960665562978, | |
| -0.0018366397489565183, | |
| -0.0018118364343832282, | |
| 0.0017935342748181655, | |
| 0.0017520007502042296, | |
| -0.0017156863379253233, | |
| 0.0016927220757980998, | |
| -0.0016787442905634032, | |
| -0.0016472777625629919, | |
| -0.0016354359731962584, | |
| -0.0015850151104016665, | |
| -0.0015831946951184608, | |
| -0.001582665056683202, | |
| -0.0015562204466190279, | |
| -0.0015554590346904484, | |
| 0.001513170361563959, | |
| 0.00149748004058793, | |
| 0.0014861028727478438, | |
| -0.0014481992549695616, | |
| 0.0014426654837002544, | |
| -0.001424625284073241, | |
| 0.001419227342287307, | |
| 0.0013729585494817091, | |
| -0.0013297451159204165, | |
| 0.0013193985622047338, | |
| 0.0013189231240786686, | |
| -0.0012898775118617397, | |
| 0.0012751186433417301, | |
| 0.001246321670900405, | |
| 0.001226330912552686, | |
| 0.0011576152200339716, | |
| 0.0011428407718965974, | |
| -0.0011015948372065884, | |
| 0.0010938218912244213, | |
| 0.0010926740440781089, | |
| 0.001088563257904646, | |
| -0.0010846664642574142, | |
| 0.0010702915646106366, | |
| 0.0010477710091210282, | |
| -0.0010360959959937008, | |
| -0.0010236358458950957, | |
| -0.0010221647698291435, | |
| -0.001018941018893304, | |
| -0.0009722266294720605, | |
| 0.000960874803633559, | |
| 0.0008814541390546826, | |
| 0.000877029145517797, | |
| 0.0008473895977933896, | |
| -0.000842213182768235, | |
| 0.0008391449658451018, | |
| -0.0008358020540713656, | |
| 0.0008354650344929918, | |
| -0.0008238448255495646, | |
| 0.0008061928617099021, | |
| -0.0008027215002194676, | |
| 0.0008025523769478715, | |
| 0.0007929695250566163, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| 8.340016711426959e-21 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 100.0, | |
| "precision": 100.0, | |
| "recall": 100.0, | |
| "f1": 100.0 | |
| }, | |
| "selection": { | |
| "precision": 0.30882654775323254, | |
| "recall": 2.2222222222222223, | |
| "f1": 0.5422208402739392, | |
| "jaccard": 0.2721576105260896 | |
| } | |
| } | |
| } |