| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "A4GALT", | |
| "AADAC", | |
| "AATK", | |
| "ABCA3", | |
| "ABHD17B", | |
| "ABCD2", | |
| "AANAT", | |
| "AAGAB", | |
| "AAR2", | |
| "ABHD11", | |
| "ABCB8", | |
| "ABCB1", | |
| "ABCB6", | |
| "ABCC10", | |
| "ABCG5", | |
| "ABCC6", | |
| "AAAS", | |
| "AAMP", | |
| "ABCC4", | |
| "ABCA8", | |
| "ABCC6P1", | |
| "ABHD5", | |
| "ABCG1", | |
| "ACHE", | |
| "AACS", | |
| "ACTR5", | |
| "ABCD1", | |
| "ACO1", | |
| "AAMDC", | |
| "ACSF2", | |
| "ADAM19", | |
| "ACBD4", | |
| "ADAM17", | |
| "ABCB7", | |
| "ABHD6", | |
| "ABHD10", | |
| "ABCA11P", | |
| "AATF", | |
| "ABHD18", | |
| "ACTN2", | |
| "ABCB11", | |
| "ABCC2", | |
| "ACVR2A", | |
| "ABLIM3", | |
| "ADPRM", | |
| "ACOT1", | |
| "ABTB2", | |
| "ACOX1", | |
| "ABCA7", | |
| "ACRV1", | |
| "ABCF1", | |
| "AASS", | |
| "ACOXL", | |
| "ABCC9", | |
| "ADARB2", | |
| "ABCA6", | |
| "AARS1", | |
| "ABHD3", | |
| "ABCC1", | |
| "ADRA1B", | |
| "ACSL1", | |
| "ACTR3P2", | |
| "ABRAXAS2", | |
| "ACTL7B", | |
| "ACTG1P4", | |
| "ACAA2", | |
| "AARSD1", | |
| "ACSM2A", | |
| "ACSM1", | |
| "ABCB9", | |
| "ABCC5", | |
| "ABCG2", | |
| "ACAD10", | |
| "ABCD1P2", | |
| "ADAM22", | |
| "ABHD8", | |
| "ADGRV1", | |
| "ACD", | |
| "ADRA1A", | |
| "ADRA2B", | |
| "ACSBG2", | |
| "ACTL7A", | |
| "ACSL4", | |
| "ADAM3A", | |
| "ADH5", | |
| "ABT1", | |
| "ACTA2", | |
| "ADAMTS13", | |
| "ALDH3A1", | |
| "ABCD3", | |
| "ABI3BP", | |
| "ABO", | |
| "ABR", | |
| "ABHD2", | |
| "AIRE", | |
| "ADGRA2", | |
| "ACR", | |
| "ACTR3B", | |
| "ABCA5", | |
| "ADGRA3", | |
| "ABCG4", | |
| "APH1B", | |
| "AMACR", | |
| "ACP6", | |
| "ACTC1", | |
| "ALG8", | |
| "ABITRAM", | |
| "B3GNTL1", | |
| "ADIPOR2", | |
| "BRF1", | |
| "ALG6", | |
| "ACKR3", | |
| "ADGRG1", | |
| "ADPGK", | |
| "AMFR", | |
| "ABCA1", | |
| "ACOT13", | |
| "ADGRG3", | |
| "ABAT", | |
| "ADTRP", | |
| "ACVRL1", | |
| "ADCY6", | |
| "ACSL3", | |
| "ADAMTS20", | |
| "ACTR2", | |
| "ADAP2", | |
| "AKIRIN1", | |
| "ACTBP9", | |
| "ADAM15", | |
| "ACVR1", | |
| "ACKR1", | |
| "ADAMTS3", | |
| "ADH1C", | |
| "ABHD4", | |
| "ADCY7", | |
| "ABHD14A", | |
| "ADA", | |
| "ACOT2", | |
| "AGBL3", | |
| "ALG12", | |
| "ACSS3", | |
| "ACTA1", | |
| "AGFG1", | |
| "AMIGO3", | |
| "AASDHPPT", | |
| "AGRP", | |
| "ANO1", | |
| "ACADSB", | |
| "CH25H", | |
| "ABCC8", | |
| "ADAM5", | |
| "ACTR6", | |
| "ACADL", | |
| "CARS2", | |
| "ACOT11", | |
| "ADCY2", | |
| "ACTR1B", | |
| "ACAT1", | |
| "ACTB", | |
| "ARNT", | |
| "ABCC3", | |
| "ADRA1D", | |
| "CDA", | |
| "ABCE1", | |
| "AFF3", | |
| "APIP", | |
| "ADRA2A", | |
| "AMH", | |
| "AGBL5", | |
| "ACOX3", | |
| "ACSM5", | |
| "ATP13A3", | |
| "ADAM9", | |
| "ACTR8", | |
| "ACTL6B", | |
| "AGTPBP1", | |
| "AFF1", | |
| "ACOT8", | |
| "ABL1", | |
| "ANGEL2", | |
| "ACTN4", | |
| "AGPAT4", | |
| "ADAM30", | |
| "ACAP1", | |
| "AMN", | |
| "ATP5MC2P1", | |
| "ADD3", | |
| "ADCYAP1R1", | |
| "ADAMTS8", | |
| "ACAA1", | |
| "DAO", | |
| "BTF3P13", | |
| "AGAP10P", | |
| "ALG11", | |
| "CD24", | |
| "AKAP10", | |
| "GSTT1", | |
| "ACSBG1", | |
| "ANGPT4", | |
| "ADAMTSL2", | |
| "ACP2", | |
| "ADRB1", | |
| "DNAJC28", | |
| "CA5BP1", | |
| "BHMT2", | |
| "ACADS", | |
| "CRLF3", | |
| "ADCY1", | |
| "ASCL1", | |
| "ADD1", | |
| "KCND1", | |
| "ADGRG2", | |
| "STAT5B", | |
| "DACH1", | |
| "API5", | |
| "ADAM28", | |
| "ENO3", | |
| "ANGPTL3", | |
| "TTR", | |
| "OPN1SW", | |
| "ALDH3A2", | |
| "ACSL6", | |
| "AIDA", | |
| "ARL4D", | |
| "ADD2", | |
| "ABI1", | |
| "ARSF", | |
| "ATP6V1B1", | |
| "ADAR", | |
| "ARSA", | |
| "CDH6", | |
| "BAHCC1", | |
| "ABCF3", | |
| "ANKRD1", | |
| "ACYP2", | |
| "ASPN", | |
| "ADH7", | |
| "ART3", | |
| "ADAP1", | |
| "ABCF2", | |
| "ABCB4", | |
| "ANKRD49", | |
| "APOM", | |
| "BRS3", | |
| "ACAD8", | |
| "CLCNKA", | |
| "ALOX15", | |
| "ATP2C2", | |
| "AKAP17A", | |
| "CHP2", | |
| "ADAM23", | |
| "AHSG", | |
| "ARL15", | |
| "ANKRD2", | |
| "ADAT1", | |
| "ALG13", | |
| "ACP5", | |
| "ARB2A", | |
| "ALDH1A3", | |
| "BACE1", | |
| "DARS2", | |
| "BDKRB2", | |
| "APBB1IP", | |
| "ARC", | |
| "BMAL2", | |
| "ASPHD1", | |
| "ADAMTS1", | |
| "ADIPOQ", | |
| "ADARB1", | |
| "ARL3", | |
| "LNPEP", | |
| "KDM4D", | |
| "MYBPC2", | |
| "CD226", | |
| "ANGPTL4", | |
| "ACACB", | |
| "GASK1B", | |
| "ARHGAP1", | |
| "COIL", | |
| "DSC1", | |
| "ADAM21", | |
| "C3orf36", | |
| "CRYZ", | |
| "APPL2", | |
| "GCFC2", | |
| "APOBR", | |
| "BCAS4", | |
| "CRTAM", | |
| "ACTR3", | |
| "ALS2CL", | |
| "ACOT9", | |
| "AGBL2", | |
| "ADISSP", | |
| "SP3P", | |
| "BCAT2", | |
| "ADAMTS12", | |
| "ACACA", | |
| "AKR1C3", | |
| "ACYP1", | |
| "ASTN2", | |
| "ASH1L", | |
| "ABHD17A", | |
| "ASF1B", | |
| "ADAMDEC1", | |
| "AIMP2", | |
| "MTNR1A", | |
| "KCNC4", | |
| "AMIGO2", | |
| "CLIP4", | |
| "B4GALT4", | |
| "ALOXE3", | |
| "HSPB2", | |
| "AGAP9", | |
| "CDH11", | |
| "AGAP5", | |
| "MANEA", | |
| "ADCY10", | |
| "BCKDHB", | |
| "ARHGAP25", | |
| "DKKL1", | |
| "XIAP", | |
| "ADAM2", | |
| "ADORA3", | |
| "AKR1C2", | |
| "EPN3", | |
| "GNMT", | |
| "BTN3A2", | |
| "CA12", | |
| "ANKFY1", | |
| "ACSL5", | |
| "CCPG1", | |
| "BDNF", | |
| "ANXA8", | |
| "ACTG2", | |
| "ARG1", | |
| "AOAH", | |
| "ACADM", | |
| "AGK", | |
| "DDX60", | |
| "AGFG2", | |
| "DNAI7", | |
| "FAM114A1", | |
| "ADAM3B", | |
| "EXOC6B", | |
| "GEMIN8", | |
| "OAS1", | |
| "GAL3ST4", | |
| "AEBP1", | |
| "CD82", | |
| "BIN3-IT1", | |
| "CDK5RAP2", | |
| "ACTMAP", | |
| "ACAP2", | |
| "ELANE", | |
| "LSP1", | |
| "PPY", | |
| "FZD9", | |
| "ENTPD1-AS1", | |
| "ARHGAP15", | |
| "ADAMTSL3", | |
| "ACAT2", | |
| "BTRC", | |
| "AGPAT3", | |
| "AP1G1", | |
| "ACAN", | |
| "PDZRN4", | |
| "CROCCP3", | |
| "GPATCH3", | |
| "ARHGEF10L", | |
| "DTYMK", | |
| "ADGRL4", | |
| "CD72", | |
| "RRP7A", | |
| "ACTR1A", | |
| "ZNF37BP", | |
| "AKT1", | |
| "ITM2A", | |
| "HLA-DQB1", | |
| "ABI2", | |
| "DBF4B", | |
| "AQP3", | |
| "AGO3", | |
| "CHRNA4", | |
| "INAVA", | |
| "DNAJB5", | |
| "COQ8B", | |
| "ASXL1", | |
| "ANKRD12", | |
| "AIMP1", | |
| "BMP2", | |
| "DPM1", | |
| "ABCC6P2", | |
| "ANXA8L1", | |
| "ACSM2B" | |
| ], | |
| "Coefficient": [ | |
| 0.16086809654801063, | |
| -0.15975578312319363, | |
| -0.08897176330003764, | |
| 0.0817486453887166, | |
| -0.0794538944544501, | |
| -0.07920108934388119, | |
| -0.07780755738941886, | |
| -0.07638532771238005, | |
| -0.07281576474427333, | |
| -0.07155799623921771, | |
| -0.05929498640095689, | |
| 0.055021951100681775, | |
| 0.05444685278753903, | |
| -0.05357171955838844, | |
| -0.051531464301863616, | |
| -0.05101172867534787, | |
| 0.048730743196242876, | |
| 0.04838176865551987, | |
| 0.044038327756010846, | |
| -0.043369172304706265, | |
| 0.04227136087303959, | |
| -0.03988564351530509, | |
| -0.03783553979289176, | |
| 0.03737029750123845, | |
| -0.03603982069547536, | |
| -0.03574262231920413, | |
| -0.034033079394832216, | |
| 0.03370390052566925, | |
| 0.03366946936887533, | |
| 0.03232671279777221, | |
| -0.031765678789531654, | |
| 0.03172698448380253, | |
| -0.03135407240905892, | |
| 0.03111221175015516, | |
| 0.030985706754244433, | |
| -0.030631755334282244, | |
| -0.030574731716628195, | |
| 0.030238130274324412, | |
| -0.029964641597627364, | |
| -0.02921683980739525, | |
| 0.02856167936575751, | |
| -0.028498528870809125, | |
| 0.028056726841538843, | |
| -0.027937877816174697, | |
| -0.026222451149551806, | |
| -0.025994160924938562, | |
| -0.02545045565848279, | |
| -0.024004206038992112, | |
| -0.023866271305741583, | |
| -0.02376498822108307, | |
| -0.023370128748070776, | |
| 0.022994211245837264, | |
| -0.022600030330577055, | |
| 0.022319990110892106, | |
| 0.021980964519564897, | |
| 0.02074462167702747, | |
| 0.020451555256173235, | |
| 0.019822629795100726, | |
| -0.019484815675151233, | |
| 0.01945792864743636, | |
| 0.0194557109491182, | |
| -0.0190928952434515, | |
| -0.018355079475960018, | |
| -0.01829327126481523, | |
| -0.017937723037588452, | |
| 0.017728943084705698, | |
| -0.017607937885762936, | |
| -0.017471539365205777, | |
| 0.017436685773359804, | |
| 0.01740699054191141, | |
| 0.017204486746945157, | |
| -0.01686360165034168, | |
| -0.016564228338334624, | |
| -0.016298367637226654, | |
| 0.016024283730277714, | |
| -0.01588442022963708, | |
| -0.01577773662109787, | |
| -0.015518457556269743, | |
| -0.01546983816592683, | |
| 0.015141747528914633, | |
| 0.015065106536478887, | |
| -0.014927696029912297, | |
| 0.014694640620463916, | |
| 0.014106264266500867, | |
| -0.014027464062185255, | |
| -0.013804039393575105, | |
| -0.013516775335126928, | |
| -0.013260115616826678, | |
| 0.012996800410187675, | |
| 0.012176909177170611, | |
| 0.012128508310554214, | |
| -0.01212818448345972, | |
| -0.012086295757534105, | |
| -0.011968294989942514, | |
| 0.011795907502861826, | |
| -0.011710671155624902, | |
| 0.011377540584822017, | |
| 0.011317596598593771, | |
| 0.011123769035198473, | |
| -0.010977696166635081, | |
| -0.01030255232557391, | |
| -0.01016123708844859, | |
| -0.010042893855705047, | |
| 0.010027083243533094, | |
| -0.009940330556299096, | |
| 0.009906581233769545, | |
| 0.009548616047493548, | |
| -0.0095003481273094, | |
| 0.009256036262923864, | |
| 0.009224794701519518, | |
| 0.009156011018906287, | |
| -0.008818419748382605, | |
| 0.008763863735059465, | |
| 0.008754206795906768, | |
| 0.00872971152847609, | |
| -0.008559374513936794, | |
| 0.008367356136849333, | |
| 0.008245013126082992, | |
| -0.008034929497378347, | |
| -0.007927789717528869, | |
| 0.007872266083100793, | |
| 0.007870366641050553, | |
| -0.007860790540206872, | |
| -0.007830087639311235, | |
| -0.00782397239331184, | |
| 0.00775479369492232, | |
| 0.007617497027837618, | |
| -0.007608461675173401, | |
| 0.007588208417669838, | |
| 0.007587913294056953, | |
| 0.007448628436027857, | |
| -0.0074160407170668135, | |
| 0.007364732983253814, | |
| -0.0070589182762981996, | |
| -0.006842094453950084, | |
| -0.006680899777026247, | |
| -0.006677524097470609, | |
| -0.006582294802628624, | |
| -0.006565544041555358, | |
| 0.006437390374399863, | |
| 0.006410983029819649, | |
| -0.006309502940932898, | |
| -0.006259497467069937, | |
| 0.006225069641709254, | |
| 0.006224531945423239, | |
| -0.006178945250131922, | |
| -0.006016154746612535, | |
| -0.005973926923035496, | |
| -0.0059046996323096285, | |
| 0.00589678596331228, | |
| -0.005503108782135103, | |
| 0.005249255808267443, | |
| 0.005200369602297161, | |
| -0.005172026710893637, | |
| -0.005157646620450993, | |
| -0.0051193461527648185, | |
| 0.005057324956381294, | |
| -0.005006960920728639, | |
| 0.004962838442699516, | |
| -0.004889641577045837, | |
| -0.004880557322702729, | |
| -0.004862484532821496, | |
| 0.004790294555030185, | |
| -0.00478230082066712, | |
| 0.004638349414043668, | |
| 0.004546807012198685, | |
| -0.004540907013381507, | |
| 0.004540883439121126, | |
| -0.004495672777396068, | |
| -0.004436694135117796, | |
| -0.004315023311919528, | |
| 0.00420432527589378, | |
| -0.004185927824588575, | |
| -0.004120795138662591, | |
| 0.004086518987773496, | |
| 0.00402181013335815, | |
| 0.004014435740128881, | |
| -0.003977203325124111, | |
| 0.0038978020705514554, | |
| 0.0038312770214485896, | |
| -0.0037757794505983776, | |
| -0.003760130062844589, | |
| -0.003668330585598847, | |
| -0.0035246626788622637, | |
| -0.0034380257445737967, | |
| 0.0033743352694491475, | |
| -0.0033381167776102643, | |
| -0.003303039450736839, | |
| -0.00327647251163133, | |
| 0.003267211616472027, | |
| 0.0031064357530299304, | |
| 0.0031019579849624625, | |
| -0.0031014305997747096, | |
| -0.003088489892747338, | |
| 0.0029899415129760716, | |
| 0.0029272231695524594, | |
| 0.0028874859363308804, | |
| -0.002878063770674975, | |
| -0.002808692102417757, | |
| 0.002723365766598191, | |
| -0.0027053514028974467, | |
| -0.0026662338926040493, | |
| -0.0026647579008167908, | |
| 0.0026597939236477513, | |
| 0.0026459373944587, | |
| 0.0025317554141303417, | |
| -0.0025067985589043986, | |
| -0.0024520026371313047, | |
| -0.002447394878803223, | |
| -0.002415433757703134, | |
| 0.00240031374865957, | |
| 0.002379332814440632, | |
| -0.0023270382610498103, | |
| -0.0023135536217376326, | |
| -0.002246956968859594, | |
| 0.0022062381784459387, | |
| 0.0021478272541647593, | |
| 0.002114140040988487, | |
| 0.0020228627805845755, | |
| 0.001995181003197797, | |
| 0.0019628756514989075, | |
| 0.0018971016866678053, | |
| 0.0018949794240340993, | |
| -0.0018852702705529458, | |
| 0.0018087672617050064, | |
| 0.0018021742629954131, | |
| -0.0017739890524599968, | |
| -0.0017581686702687629, | |
| -0.00171405937013629, | |
| 0.0016768323079176745, | |
| -0.0016510739818128746, | |
| 0.001636275828754039, | |
| 0.0016259855293273523, | |
| 0.0015946483170517342, | |
| 0.0015788508124823205, | |
| 0.001521764075402075, | |
| -0.0015215418210178379, | |
| 0.0014913800688134266, | |
| -0.001487223371379307, | |
| -0.0014710889959307545, | |
| 0.0014640937233494425, | |
| 0.0014252446916924561, | |
| 0.001408361240709545, | |
| 0.0013998644590378377, | |
| 0.0013897434032424133, | |
| -0.0013827550136357592, | |
| -0.0013791174684797088, | |
| -0.0013784809979794628, | |
| -0.0013736996998645475, | |
| -0.0013544210458990074, | |
| 0.0013357536144727345, | |
| 0.001328259180891692, | |
| -0.0013233118948427804, | |
| -0.0013123891782231831, | |
| -0.0013085792065742538, | |
| -0.001280555700616382, | |
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| -2.905661822261152e-18 | |
| ], | |
| "Absolute Coefficient": [ | |
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| 3.9779233489903674e-05, | |
| 3.787298913738064e-05, | |
| 3.452289277406302e-05, | |
| 2.996177035178617e-05, | |
| 2.9661502285349018e-05, | |
| 2.5274715231690824e-05, | |
| 2.0862398391317905e-05, | |
| 1.4985515811667902e-05, | |
| 1.0498636350521747e-05, | |
| 1.0383612089573366e-05, | |
| 8.260768411604346e-06, | |
| 6.287205739543409e-06, | |
| 6.244242817107774e-06, | |
| 4.364643177391608e-06, | |
| 4.250539070059707e-06, | |
| 3.1490063613860293e-06, | |
| 2.156387051318977e-06, | |
| 8.389482508332255e-07, | |
| 5.003377154269961e-07, | |
| 4.154565446122446e-07, | |
| 8.003856833743938e-08, | |
| 3.7032439102484794e-08, | |
| 1.4460933690587017e-16, | |
| 5.0565640464477496e-17, | |
| 2.905661822261152e-18 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 77.14285714285714, | |
| "precision": 83.33333333333333, | |
| "recall": 75.0, | |
| "f1": 75.80952380952381 | |
| }, | |
| "selection": { | |
| "precision": 3.884844712313419, | |
| "recall": 2.8695652173913038, | |
| "f1": 3.2979370628658797, | |
| "jaccard": 1.6770594921125377 | |
| } | |
| } | |
| } |