| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ABCC3", | |
| "AADACL3", | |
| "ABCA15P", | |
| "A4GALT", | |
| "AADACL4", | |
| "ABCA1", | |
| "AAMDC", | |
| "AADAC", | |
| "ABCA9", | |
| "ABHD12B", | |
| "A3GALT2", | |
| "A4GNT", | |
| "AATK", | |
| "AAGAB", | |
| "ACP6", | |
| "ACOXL", | |
| "ADAMTS10", | |
| "ABCA12", | |
| "ADCY1", | |
| "AASS", | |
| "ADGRG4", | |
| "AARSD1", | |
| "ACOT12", | |
| "ABCA13", | |
| "ACTBP7", | |
| "ABCA10", | |
| "ABCC2", | |
| "ABCC6P1", | |
| "AASDH", | |
| "AMTN", | |
| "ADAM12", | |
| "ABCA2", | |
| "ABCG1", | |
| "ABCA8", | |
| "AADACL2", | |
| "ACKR3", | |
| "AARD", | |
| "ADCY4", | |
| "ADGRB2", | |
| "AARS2", | |
| "ANGPTL7", | |
| "ANKRD29", | |
| "ANKDD1A", | |
| "EFNA1", | |
| "AFF2", | |
| "ACTR5", | |
| "ACOT7", | |
| "ACTR8", | |
| "ACTL9", | |
| "OR4D1", | |
| "ANOS2P", | |
| "ABCC6", | |
| "ABCA5", | |
| "ABHD2", | |
| "CLDN18", | |
| "ACSM6", | |
| "ABCF1", | |
| "ANKRD34B", | |
| "ADGRE3", | |
| "ABCA4", | |
| "ADISSP", | |
| "ALKAL1", | |
| "ADAMTS1", | |
| "ADAM2", | |
| "ADGRG6", | |
| "ANKRD6", | |
| "FABP7", | |
| "ARHGAP20", | |
| "AGXT2", | |
| "ABHD10", | |
| "ACAD11", | |
| "CLDN10", | |
| "B3GALNT2", | |
| "RNU6-867P", | |
| "AMZ2P1", | |
| "ACTA1", | |
| "ADAMDEC1", | |
| "ANKRD13C-DT", | |
| "ACYP2", | |
| "CPB2", | |
| "ATIC", | |
| "ALG2", | |
| "CFAP144P1", | |
| "ADAMTSL1", | |
| "ACOT8", | |
| "CLIC6", | |
| "APIP", | |
| "CD300LD-AS1", | |
| "BAIAP2L1", | |
| "AK7", | |
| "ADGRE4P", | |
| "CFAP126", | |
| "ACBD4", | |
| "ACTN1", | |
| "CASQ2", | |
| "ARPP21", | |
| "CRH", | |
| "BMP2", | |
| "AHSA1", | |
| "CCR8", | |
| "ANGPTL6", | |
| "ACCSL", | |
| "AMELY", | |
| "ABCD2", | |
| "ACTC1", | |
| "ABHD3", | |
| "AAAS", | |
| "RN7SKP258", | |
| "ATP7B", | |
| "CDH10", | |
| "FUT10", | |
| "DUSP5P1", | |
| "AFG3L2", | |
| "ABTB2", | |
| "DNAI7", | |
| "AKR1C2", | |
| "BIRC5", | |
| "ADAT3", | |
| "ACAD9", | |
| "OR10R3P", | |
| "DMRT3", | |
| "AHRR", | |
| "ACOX1", | |
| "CA13", | |
| "RNA5SP197", | |
| "IFNA14", | |
| "AGR2", | |
| "FABP6", | |
| "ABT1", | |
| "ABL2", | |
| "ANKRD13B", | |
| "AKR1C6P", | |
| "CABCOCO1", | |
| "ACP3", | |
| "ACTG1P4", | |
| "ABHD16B", | |
| "ABHD4", | |
| "MIR106A", | |
| "ADGRV1", | |
| "ANKDD1B", | |
| "ANK2", | |
| "ADGRF2P", | |
| "BFSP2", | |
| "AKR1E2", | |
| "TAF5L", | |
| "ATP12A", | |
| "AKR1D1", | |
| "ACACB", | |
| "ADGRE2", | |
| "RNU5F-6P", | |
| "ANKRD20A1", | |
| "CEACAM1", | |
| "ACTL10", | |
| "IGFL3", | |
| "AGBL4", | |
| "ACAT2", | |
| "AMD1", | |
| "CT45A1", | |
| "BMP5", | |
| "ADAM6", | |
| "CFAP97D1", | |
| "C11orf16", | |
| "JPH1", | |
| "ACTG1P1", | |
| "AGER", | |
| "ALCAM", | |
| "GALNT15", | |
| "LYZL1", | |
| "C2orf66", | |
| "ARHGEF10", | |
| "DCDC2", | |
| "CENPK", | |
| "GDF10", | |
| "FGG", | |
| "BEND6", | |
| "AK1", | |
| "MIR33A", | |
| "EPCAM", | |
| "LDHAL6A", | |
| "GLDN", | |
| "GSDME", | |
| "CCL1", | |
| "SPATA8", | |
| "B3GALT5", | |
| "ABCB11", | |
| "ASCL1", | |
| "HIGD2B", | |
| "CA5BP1", | |
| "MYH15", | |
| "AMDHD1", | |
| "ADAM3A", | |
| "ABHD5", | |
| "ACSS3", | |
| "SV2C", | |
| "CDKL2", | |
| "MLANA", | |
| "AIFM3", | |
| "COLQ", | |
| "ARHGEF40", | |
| "AKR1C1", | |
| "AIFM2", | |
| "ADH7", | |
| "ACAA2", | |
| "CNTN5", | |
| "RNF112", | |
| "ADAMTS13", | |
| "ASB16", | |
| "CD34", | |
| "DONSON", | |
| "CBLN2", | |
| "CDRT15", | |
| "ANKRD18CP", | |
| "RN7SL222P", | |
| "ADAM11", | |
| "FAM118A", | |
| "IFNA7", | |
| "CCDC182", | |
| "ACOT9", | |
| "IDI2", | |
| "FGF10", | |
| "RNU6-843P", | |
| "CDON", | |
| "ACTL6A", | |
| "RNU6-274P", | |
| "KALRN", | |
| "APCDD1", | |
| "H1-0", | |
| "ARHGEF39", | |
| "CNTNAP3", | |
| "CLDN2", | |
| "GBP7", | |
| "C10orf90", | |
| "ACSM2A", | |
| "GSTM3", | |
| "ACTL6B", | |
| "OR10D3", | |
| "CDH5", | |
| "BAALC-AS2", | |
| "RNU4-44P", | |
| "FUNDC2P2", | |
| "ALDH18A1", | |
| "RNU6-1081P", | |
| "HBG1", | |
| "FKBP6", | |
| "SERPINB11", | |
| "ASXL3", | |
| "ASIC5", | |
| "ATP11AUN", | |
| "ARL5C", | |
| "BMERB1", | |
| "INTS4P1", | |
| "RNU6-993P", | |
| "HOXB5", | |
| "C10orf71", | |
| "RAD51C", | |
| "NTN4", | |
| "HOXB1", | |
| "ABHD8", | |
| "ANKRD13A", | |
| "ABCC6P2", | |
| "ANKRD20A2P", | |
| "CT45A2", | |
| "CDRT15P1", | |
| "ANKRD20A3P", | |
| "ANKRD20A4P", | |
| "CT45A3", | |
| "CDRT15P2", | |
| "CT45A6", | |
| "CT45A5" | |
| ], | |
| "Coefficient": [ | |
| -0.0352733551245637, | |
| -0.024758622365825482, | |
| -0.021868055318091884, | |
| 0.021228580110201945, | |
| -0.019624379947744342, | |
| 0.018007473483742865, | |
| -0.015950166369773987, | |
| -0.014897773422596645, | |
| -0.013790159674126837, | |
| -0.013755105382720307, | |
| 0.010719462703085974, | |
| 0.00950388415686164, | |
| -0.00898791032732252, | |
| -0.00872608332837314, | |
| 0.008715854010137702, | |
| -0.008070976007063572, | |
| 0.008017850124271517, | |
| 0.007995541035138115, | |
| 0.007436159104594537, | |
| -0.007231293491754548, | |
| -0.00722812690980682, | |
| -0.006855539723271874, | |
| -0.0065530717682124465, | |
| -0.006468419884995096, | |
| 0.006383814323258728, | |
| -0.006062215578880641, | |
| -0.0059815878006879725, | |
| 0.0056627237796202014, | |
| -0.00549260167320004, | |
| 0.005387051720907284, | |
| 0.005203951852806607, | |
| 0.005163157565008354, | |
| 0.005053492922165004, | |
| 0.004951952429098453, | |
| -0.004279742324325988, | |
| 0.0036473313391039695, | |
| 0.003643676099236457, | |
| -0.00336774335027916, | |
| -0.003308566944184462, | |
| -0.003168374840784862, | |
| 0.003053530667895243, | |
| 0.003017855067318266, | |
| -0.0029245789261635137, | |
| -0.0026132059708378714, | |
| 0.002573655254127012, | |
| -0.002571579715509889, | |
| 0.0024921924691841462, | |
| -0.0023322392418087486, | |
| 0.002307214220571316, | |
| -0.0022950135574381593, | |
| 0.002216481876963002, | |
| 0.0021757882727909223, | |
| -0.002137315090232632, | |
| -0.0021190519809678424, | |
| 0.0020749448831249347, | |
| -0.002037364621428218, | |
| -0.0019997373258203006, | |
| 0.0019903805639101446, | |
| 0.0018813865049933283, | |
| 0.0018420906494480919, | |
| -0.001834677437758126, | |
| 0.001795746828355424, | |
| 0.0015508122006544214, | |
| 0.0014703012637037164, | |
| 0.0014659860444478168, | |
| 0.001341419001929061, | |
| 0.0013212650227041117, | |
| -0.0013062506745342118, | |
| 0.001294570344980498, | |
| 0.0012075324378081752, | |
| -0.0011884353259622028, | |
| 0.0011882547086555573, | |
| 0.001164705675809186, | |
| -0.0011614339103939103, | |
| 0.0011575642054391412, | |
| 0.00115029800747012, | |
| 0.0011447337183358606, | |
| -0.0011336354907237954, | |
| -0.0011226116452286914, | |
| 0.001113471925522727, | |
| -0.00109323692795691, | |
| -0.0010851217381417546, | |
| 0.0010544996586178443, | |
| 0.0010456259751034601, | |
| 0.001041141552594296, | |
| -0.0010259280542043053, | |
| -0.0010097025504652516, | |
| 0.0010015949107887103, | |
| -0.0009741486909645965, | |
| -0.0008950799482489076, | |
| -0.0008579461325104726, | |
| -0.0008566550118725765, | |
| 0.0008479012596928355, | |
| 0.0008428613515907331, | |
| 0.0008177781925588909, | |
| 0.0008151293892547854, | |
| -0.0008148856258957405, | |
| 0.0008115508417934007, | |
| -0.0008074965718811311, | |
| -0.000793202290709993, | |
| -0.0007851519857117723, | |
| 0.0007800210715397749, | |
| -0.0007703136766989353, | |
| -0.0007281432816525174, | |
| 0.0006957799468888987, | |
| -0.0006531420803859633, | |
| 0.000652799472677788, | |
| 0.0005977165049393501, | |
| 0.0005968126666468519, | |
| 0.0005960370512742603, | |
| -0.0005718133133172413, | |
| -0.0005709542944634841, | |
| -0.0005659948983566027, | |
| 0.0005627142034972663, | |
| 0.0005531055445765322, | |
| 0.0005359880474088181, | |
| -0.0005171334038759203, | |
| -0.0005110588831503412, | |
| 0.0004998923778837498, | |
| 0.0004968834429727907, | |
| 0.0004935512672926605, | |
| -0.00048214340300132077, | |
| -0.0004700686062327701, | |
| 0.0004382913082986899, | |
| -0.0004375989012111585, | |
| -0.00042968857204886293, | |
| 0.000420817014196052, | |
| -0.00041302400977292624, | |
| 0.00040274441450223263, | |
| -0.00039546338073894306, | |
| -0.0003896754772803652, | |
| 0.000387317199602717, | |
| -0.0003826559547807352, | |
| -0.0003804736405034314, | |
| -0.0003759320642500207, | |
| -0.0003704128183973901, | |
| 0.0003696733793597024, | |
| -0.0003631175606826707, | |
| -0.0003587140934843215, | |
| -0.0003523767225560103, | |
| -0.00034977951555049817, | |
| 0.0003486479257425409, | |
| 0.0003236116896224201, | |
| 0.00032246076892893414, | |
| 0.0003205556439734213, | |
| 0.0003114476403995734, | |
| 0.00030359591141835256, | |
| 0.0002874950227354791, | |
| 0.0002869092505698197, | |
| 0.000280935013945283, | |
| 0.0002747875603184073, | |
| -0.00027449386116672577, | |
| 0.00027251514472349076, | |
| -0.00026826788806697335, | |
| 0.00025358409256357844, | |
| -0.00024773527774126896, | |
| 0.00024538842134025384, | |
| 0.00024094094183196046, | |
| 0.00023423026023003689, | |
| 0.00021379401479480897, | |
| -0.0002112011610903458, | |
| -0.00021016060111007066, | |
| -0.00020792641598220432, | |
| -0.0002051250064051486, | |
| 0.00020477033796547037, | |
| 0.00020225452526675668, | |
| -0.00019297912776743725, | |
| -0.00019206680453009675, | |
| -0.00018678801539746473, | |
| 0.00017931925335237095, | |
| 0.00017894877833782386, | |
| -0.00017801026559338868, | |
| -0.0001696410290957444, | |
| 0.00016372785006729272, | |
| 0.0001629090547987781, | |
| -0.00015886992665071464, | |
| 0.000152247118618525, | |
| 0.0001440565306603482, | |
| 0.00012937957729841675, | |
| -0.0001288658909665476, | |
| 0.0001247289704382202, | |
| -0.0001227861931396856, | |
| 0.00012225223867365904, | |
| 0.00012208128048939846, | |
| -0.00012148833566471914, | |
| -0.00012031217214960757, | |
| -0.00011907529205648992, | |
| -0.000113596690379699, | |
| -0.00011115187758263775, | |
| -0.0001076655360068359, | |
| -9.586924165883618e-05, | |
| -9.216436223924069e-05, | |
| 9.08179862503149e-05, | |
| -8.913709499965107e-05, | |
| -8.351099756983992e-05, | |
| -8.329622835562375e-05, | |
| 8.245989225204687e-05, | |
| 8.142092044392884e-05, | |
| 7.155292672265053e-05, | |
| 7.111543167436951e-05, | |
| -7.081981634589029e-05, | |
| -6.504516513971417e-05, | |
| -6.493511265971985e-05, | |
| 6.287043436268449e-05, | |
| 6.248781465471704e-05, | |
| 6.227357077645014e-05, | |
| -5.906043666255572e-05, | |
| 5.8848889557986154e-05, | |
| 5.623791688564333e-05, | |
| -5.618517681053933e-05, | |
| 4.7888521392247525e-05, | |
| 4.695418558116474e-05, | |
| 4.5549851243819974e-05, | |
| 4.4282408735679695e-05, | |
| -3.896675237514338e-05, | |
| -3.875265372465154e-05, | |
| -3.8666473792356096e-05, | |
| -3.640649793398008e-05, | |
| -3.5854383469664604e-05, | |
| -3.477096719277302e-05, | |
| 3.436349429465274e-05, | |
| -3.420473758891017e-05, | |
| -3.314827021856752e-05, | |
| -2.8769736251667975e-05, | |
| 2.375342722590902e-05, | |
| -2.30563520783393e-05, | |
| -2.2727217520536035e-05, | |
| -2.2592951084690767e-05, | |
| -2.2116533295811106e-05, | |
| -1.9522834349140478e-05, | |
| -1.8377953302183433e-05, | |
| 1.3917108823995326e-05, | |
| -1.2968540907722527e-05, | |
| -9.842698444974318e-06, | |
| 8.865401033541323e-06, | |
| 8.54303959616295e-06, | |
| -8.176834267935126e-06, | |
| 7.889764592684574e-06, | |
| 7.0236450745567e-06, | |
| 6.898715539416399e-06, | |
| -6.755487807197953e-06, | |
| -5.71623786396902e-06, | |
| -4.259204819807276e-06, | |
| 4.194735831562135e-06, | |
| -3.3414260431296172e-06, | |
| 2.75457459131972e-06, | |
| -2.520642527920805e-06, | |
| 2.3774183194340662e-06, | |
| -1.9911939747347342e-06, | |
| -1.9083642252570524e-06, | |
| 1.8481753582814658e-06, | |
| 1.7517373838521722e-06, | |
| -1.560858718403859e-06, | |
| -1.1641047824747111e-06, | |
| -1.0726072295293509e-06, | |
| 8.081116905872522e-07, | |
| -6.119496336836905e-07, | |
| 3.8072288676581273e-07, | |
| -1.4641633133691603e-07, | |
| 8.342325853553934e-16, | |
| 8.17217387510949e-18, | |
| 4.851804721872632e-19, | |
| 1.463672932855431e-19, | |
| 4.336808689942018e-20, | |
| 3.117081245895825e-20, | |
| 1.0842021724855042e-20, | |
| 6.776263578034403e-21, | |
| 4.065758146820641e-21, | |
| 4.065758146820641e-21 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.0352733551245637, | |
| 0.024758622365825482, | |
| 0.021868055318091884, | |
| 0.021228580110201945, | |
| 0.019624379947744342, | |
| 0.018007473483742865, | |
| 0.015950166369773987, | |
| 0.014897773422596645, | |
| 0.013790159674126837, | |
| 0.013755105382720307, | |
| 0.010719462703085974, | |
| 0.00950388415686164, | |
| 0.00898791032732252, | |
| 0.00872608332837314, | |
| 0.008715854010137702, | |
| 0.008070976007063572, | |
| 0.008017850124271517, | |
| 0.007995541035138115, | |
| 0.007436159104594537, | |
| 0.007231293491754548, | |
| 0.00722812690980682, | |
| 0.006855539723271874, | |
| 0.0065530717682124465, | |
| 0.006468419884995096, | |
| 0.006383814323258728, | |
| 0.006062215578880641, | |
| 0.0059815878006879725, | |
| 0.0056627237796202014, | |
| 0.00549260167320004, | |
| 0.005387051720907284, | |
| 0.005203951852806607, | |
| 0.005163157565008354, | |
| 0.005053492922165004, | |
| 0.004951952429098453, | |
| 0.004279742324325988, | |
| 0.0036473313391039695, | |
| 0.003643676099236457, | |
| 0.00336774335027916, | |
| 0.003308566944184462, | |
| 0.003168374840784862, | |
| 0.003053530667895243, | |
| 0.003017855067318266, | |
| 0.0029245789261635137, | |
| 0.0026132059708378714, | |
| 0.002573655254127012, | |
| 0.002571579715509889, | |
| 0.0024921924691841462, | |
| 0.0023322392418087486, | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "nmse": 0.999921494790522, | |
| "r_squared": 7.85052094780525e-05 | |
| }, | |
| "selection": { | |
| "precision": 12.466404499908132, | |
| "recall": 1.1020036429872495, | |
| "f1": 2.0247626030867947, | |
| "jaccard": 1.022806399122362 | |
| } | |
| } | |
| } |