| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "HPN", | |
| "A2M", | |
| "ABCA6", | |
| "ACSM3", | |
| "CIB4", | |
| "ARHGAP44", | |
| "BTBD19", | |
| "ACSM4", | |
| "AFP", | |
| "ARSF", | |
| "ANKRD53", | |
| "DNAH10", | |
| "CD207", | |
| "ARRDC1-AS1", | |
| "GGT7", | |
| "ADRA2C", | |
| "ACE", | |
| "ARMH4", | |
| "ASCL1", | |
| "KCTD9", | |
| "GRM8", | |
| "BIRC7", | |
| "BICDL1", | |
| "ACER3", | |
| "ADGRF1", | |
| "COA7", | |
| "CRYZL1", | |
| "CAMK1D", | |
| "EFNA4", | |
| "GLI1", | |
| "CADPS", | |
| "FAM218A", | |
| "TTTY7", | |
| "MIR155HG", | |
| "SLC29A4", | |
| "AP2B1", | |
| "C6orf163", | |
| "ADAMTS2", | |
| "SPMIP7", | |
| "ERG", | |
| "APOA1", | |
| "NTNG1", | |
| "LRTM2", | |
| "BPIFA1", | |
| "ITPA", | |
| "ACTRT2", | |
| "CHURC1", | |
| "CPZ", | |
| "ERCC6L2", | |
| "ACTC1", | |
| "TBX1", | |
| "TNNT1", | |
| "C11orf98", | |
| "CX3CL1", | |
| "SLC25A33", | |
| "GAA", | |
| "BARHL2", | |
| "PRDM12", | |
| "IPP", | |
| "MAP2K2", | |
| "CDCA3", | |
| "ARAP1", | |
| "ANKRD20A1", | |
| "DEFB103A", | |
| "DBH", | |
| "EFEMP1", | |
| "ANKRD26P1", | |
| "BRD7P3", | |
| "CYP2C19", | |
| "PRSS55", | |
| "C1QTNF2", | |
| "CHRND", | |
| "TSSK1B", | |
| "IL2", | |
| "DHCR24", | |
| "BSX", | |
| "MRAP", | |
| "NPBWR2", | |
| "CAMK2N2", | |
| "CAPN11", | |
| "FMOD", | |
| "BIN2", | |
| "ZXDA", | |
| "TRPV3", | |
| "ART1", | |
| "AMFR", | |
| "BMP7", | |
| "ALDH1A2", | |
| "ARHGEF12", | |
| "ALOX15", | |
| "OTOP3", | |
| "ANXA2", | |
| "KRTAP4-5", | |
| "ASB9", | |
| "ZFP69", | |
| "MARK1", | |
| "PSD2", | |
| "BTBD3", | |
| "PEX12", | |
| "C8orf48", | |
| "AP1S3", | |
| "EFNB3", | |
| "EMP1", | |
| "GSDMA", | |
| "LAPTM5", | |
| "OR5H6", | |
| "CD109", | |
| "ANKIB1", | |
| "NAXD", | |
| "HLA-DPB2", | |
| "DOCK6", | |
| "ANKDD1B", | |
| "COPG2IT1", | |
| "H1-2", | |
| "BTBD16", | |
| "FAM118B", | |
| "MYOCD", | |
| "C6orf58", | |
| "ARMCX2", | |
| "NTPCR", | |
| "ATP11AUN", | |
| "CHST7", | |
| "CFAP69", | |
| "ADGRG7", | |
| "OR4E2", | |
| "ACSBG2", | |
| "ZNF28", | |
| "AVP", | |
| "ARID5A", | |
| "FAM3D", | |
| "FREM1", | |
| "ACO1", | |
| "SPIDR", | |
| "ALG1L1P", | |
| "ANKRD63", | |
| "VIPR2", | |
| "CCDC34", | |
| "DSCR9", | |
| "ADAM6", | |
| "MCPH1", | |
| "CHRNB4", | |
| "ACTN1", | |
| "NIPA1", | |
| "IMMP1L", | |
| "TTC39A", | |
| "FABP5", | |
| "FUT2", | |
| "ALPP", | |
| "TPTE2P3", | |
| "CHD7", | |
| "APOB", | |
| "CNOT9", | |
| "ZFTA", | |
| "KBTBD6", | |
| "COL2A1", | |
| "OR1G1", | |
| "ALAD", | |
| "ACTL6B", | |
| "RPF1", | |
| "HLA-DRB4", | |
| "TXK", | |
| "ADGRF3", | |
| "RIMKLA", | |
| "DGKE", | |
| "AQP8", | |
| "CST1", | |
| "CFAP68", | |
| "BMPR2", | |
| "ATRNL1", | |
| "PRR19", | |
| "CENPX", | |
| "IRF5", | |
| "C12orf60", | |
| "CCNF", | |
| "ALOXE3", | |
| "SLC30A8", | |
| "GPX2", | |
| "MAPK8IP3", | |
| "SYCE1", | |
| "NOS2", | |
| "CD180", | |
| "ORC1", | |
| "AHCY", | |
| "TFCP2", | |
| "PTPN20", | |
| "XKRX", | |
| "AS3MT", | |
| "C15orf32", | |
| "RBMX", | |
| "CSKMT", | |
| "SP6", | |
| "TAF7L", | |
| "ATF7", | |
| "DHX57", | |
| "OR5AP2", | |
| "ADAMTS17", | |
| "CHN2", | |
| "CEP76", | |
| "LMX1B", | |
| "DTNBP1", | |
| "CENPS-CORT", | |
| "ACOXL", | |
| "OR7G3", | |
| "CKS2", | |
| "HIPK4", | |
| "FBXL21P", | |
| "PNLIPRP3", | |
| "CFAP298", | |
| "DCLK1", | |
| "KCNA2", | |
| "ZNF804A", | |
| "LINC02694", | |
| "HOXD10", | |
| "C1QTNF3", | |
| "HOXD4", | |
| "PRR15", | |
| "MKX", | |
| "ZNF600", | |
| "CAMK1G", | |
| "ARMCX1", | |
| "ANKRD30A", | |
| "MT1IP", | |
| "CADM2", | |
| "TAAR8", | |
| "EVA1B", | |
| "ANXA1", | |
| "ANKUB1", | |
| "LRRC72", | |
| "PRDM11", | |
| "C10orf120", | |
| "FOXC2", | |
| "EFHC2", | |
| "B4GALT1", | |
| "GNRHR", | |
| "ALDH1A1", | |
| "ALOX12P2", | |
| "CCDC81", | |
| "ZNF347", | |
| "PRR29", | |
| "REG1CP", | |
| "KLHL15", | |
| "AHSG", | |
| "COL4A5", | |
| "PCDHGC3", | |
| "DISC2", | |
| "ANKRD26P3", | |
| "C10orf67", | |
| "MTRNR2L7", | |
| "OR10A2", | |
| "ZNF205", | |
| "AR", | |
| "IL18RAP", | |
| "AHCTF1", | |
| "CREM", | |
| "TENM2", | |
| "FAM9A", | |
| "LHX6", | |
| "MTRNR2L3", | |
| "DDX50", | |
| "AMOTL2", | |
| "CFAP77", | |
| "ZNF229", | |
| "ERO1B", | |
| "CHI3L1", | |
| "DGKI", | |
| "SFTPB", | |
| "AP1AR", | |
| "PODN", | |
| "POU6F2", | |
| "NEXN-AS1", | |
| "KLHL4", | |
| "POLE2", | |
| "MRS2P2", | |
| "UNC5B", | |
| "CNR1", | |
| "AICDA" | |
| ], | |
| "Coefficient": [ | |
| 0.04741337409813544, | |
| 0.04156865871856744, | |
| 0.03965943556676985, | |
| 0.03575848024789852, | |
| 0.0327713823745491, | |
| 0.02769923360952638, | |
| 0.027237707391337514, | |
| -0.02713931071031573, | |
| 0.024569242688777193, | |
| 0.024238182473139615, | |
| 0.024169388100811512, | |
| 0.023913918781279096, | |
| 0.023630940622120532, | |
| 0.02284031074223632, | |
| 0.022080165892205034, | |
| 0.021692841552464686, | |
| 0.02096639442977179, | |
| 0.018915597382554064, | |
| -0.018581715988335575, | |
| -0.018458221299733436, | |
| 0.01836753554659319, | |
| -0.017325518531586363, | |
| 0.017275032762305468, | |
| 0.01625435636451671, | |
| 0.016009099805999905, | |
| 0.015924709485778454, | |
| -0.015785393760831108, | |
| 0.014246567718025578, | |
| 0.014132236498743697, | |
| 0.014096036230483704, | |
| 0.01400727303888914, | |
| 0.013593650270019844, | |
| 0.01215177544079383, | |
| 0.011394745289657646, | |
| 0.011311248138006661, | |
| -0.011114496215353015, | |
| 0.011072401154691427, | |
| 0.010908069893053141, | |
| 0.01083802016329617, | |
| 0.010737627311172806, | |
| 0.009607911187633275, | |
| 0.00898413092433345, | |
| 0.008859636865338737, | |
| 0.008789545547400926, | |
| -0.008607741258015767, | |
| -0.00848060502480634, | |
| 0.008454375616766967, | |
| 0.008407858162673063, | |
| -0.008396308931591615, | |
| 0.008200835023763219, | |
| 0.007782383376363346, | |
| 0.007651720274942728, | |
| 0.007631737825273616, | |
| 0.0074760784365570125, | |
| -0.007411195405457298, | |
| -0.007330489731404486, | |
| 0.007057057317377786, | |
| -0.007013902140918745, | |
| -0.006998182281502156, | |
| -0.006880064291969976, | |
| 0.006767096529065948, | |
| -0.006748731423027286, | |
| -0.006605277650397387, | |
| -0.006415559381587048, | |
| 0.006305943826657091, | |
| 0.006146320624850284, | |
| -0.006117289358168054, | |
| 0.006012508835252715, | |
| -0.005989415191725689, | |
| 0.005929735878124493, | |
| -0.005859236246148975, | |
| -0.00577487016847121, | |
| 0.005485356135778572, | |
| -0.005431251329811408, | |
| 0.005390502649949784, | |
| 0.0053656914016731675, | |
| 0.005303085165002018, | |
| 0.005283081260663083, | |
| 0.004755811519893912, | |
| 0.004652358346265051, | |
| 0.004515010606256852, | |
| -0.004501353147149584, | |
| -0.004478177205157948, | |
| -0.004427815220523242, | |
| 0.004424674373836467, | |
| 0.004363507706593465, | |
| 0.004265107864824232, | |
| -0.0042251993576638835, | |
| 0.004206303426036935, | |
| 0.003696657484141404, | |
| 0.003598831729634822, | |
| 0.003446705475140883, | |
| -0.0034401639602283586, | |
| 0.0034239763369160302, | |
| -0.00339935465758897, | |
| 0.0033617709010943086, | |
| -0.00334509186963526, | |
| 0.0031898127160529177, | |
| -0.0031859914123205713, | |
| 0.0031805821744421096, | |
| 0.003172156304935488, | |
| 0.003071321549442543, | |
| 0.0029048401158178615, | |
| 0.002835910948350366, | |
| -0.0028252843864803876, | |
| -0.002809331818800682, | |
| 0.002766316709533756, | |
| 0.0027130510032010156, | |
| -0.0025973926623062012, | |
| 0.0025871704331924634, | |
| -0.002568568607457281, | |
| -0.002502158206833061, | |
| 0.0024469323877546398, | |
| -0.0024115820598233748, | |
| -0.002400403272310271, | |
| -0.0023854902458171822, | |
| 0.0023512537409096164, | |
| 0.0021977364001670827, | |
| 0.002108044343414745, | |
| -0.002067227872841809, | |
| -0.0020576236129799625, | |
| -0.0020416902158911544, | |
| 0.0019987062327953263, | |
| -0.001981855580675746, | |
| -0.0019084353281449376, | |
| -0.0018890209071969865, | |
| -0.0018280621775819828, | |
| 0.0017989265534615953, | |
| -0.0017881839307617, | |
| 0.001772789580115584, | |
| -0.0017700009642754244, | |
| 0.0017123595641306663, | |
| -0.0017099134706792672, | |
| 0.001709683188676761, | |
| -0.0016792586740286988, | |
| -0.0016687870157166302, | |
| 0.0016662217227331455, | |
| 0.001665498222297181, | |
| -0.0016561441632241506, | |
| -0.0015266849652030203, | |
| -0.0015249635178918681, | |
| -0.00144514216303601, | |
| 0.0014248978339647185, | |
| -0.0014222917846014587, | |
| 0.0014055623939052055, | |
| 0.0013751146275612976, | |
| 0.0013654641818464657, | |
| -0.001334000102112375, | |
| -0.0012624229994582239, | |
| 0.0012495383390041547, | |
| 0.0012089761825154102, | |
| 0.0012021888548938413, | |
| 0.0011390767621840291, | |
| -0.00111625242362698, | |
| -0.001111264145548399, | |
| -0.001064763303054502, | |
| 0.001052205646939379, | |
| -0.0010372705662145673, | |
| 0.0010033170315151753, | |
| -0.0009998286434446302, | |
| -0.0009797870183246163, | |
| -0.0009577368394422155, | |
| -0.0009146808641261793, | |
| 0.0009041565176459683, | |
| 0.000902875040839871, | |
| -0.0008818559204935842, | |
| 0.0008176057438174576, | |
| 0.0008092207315781116, | |
| -0.0008072481604058736, | |
| 0.0008048301820565998, | |
| 0.0007481032735770923, | |
| -0.0007478497636615419, | |
| 0.0007057970161266423, | |
| -0.0007006090394655867, | |
| -0.0006674363653527794, | |
| -0.0006663507051149758, | |
| 0.0006500543730777773, | |
| -0.0006430273098249127, | |
| 0.0006019828172086738, | |
| -0.0005728621827299191, | |
| 0.0005716955014819059, | |
| 0.0005429828206129732, | |
| 0.0005323146669159283, | |
| -0.0005220387519735859, | |
| 0.0005211691517881872, | |
| 0.0005013796802417751, | |
| -0.000498991212601776, | |
| -0.00047116286017496073, | |
| 0.0004538620478712058, | |
| 0.0004498840436542843, | |
| -0.0004454686796537879, | |
| -0.0004306316848780907, | |
| 0.0003516456345831294, | |
| 0.0003481532151831205, | |
| 0.0003349831462864827, | |
| 0.00033227086848766575, | |
| 0.00033210187364724354, | |
| 0.0003248825810754025, | |
| 0.0003217098303036212, | |
| -0.0003214736361220239, | |
| -0.0003057977039190684, | |
| -0.00029721697443450487, | |
| -0.00029635140854527783, | |
| 0.0002902325634114795, | |
| 0.00026865454367608094, | |
| -0.00026168224138759666, | |
| -0.00025528599897053347, | |
| 0.000254064201058793, | |
| -0.0002522548273940538, | |
| 0.0002496711846843033, | |
| 0.00024937464655781533, | |
| 0.0002470498843588352, | |
| 0.00024691136538419533, | |
| 0.0002339818283611826, | |
| -0.00021026469004987582, | |
| 0.00020493169886062328, | |
| -0.00019858053888359008, | |
| -0.00019275891650538814, | |
| -0.00018982460900333355, | |
| 0.0001639005165914752, | |
| -0.00015731623930740225, | |
| 0.000148911725500853, | |
| 0.00014650767650284217, | |
| 0.0001461889362772524, | |
| -0.0001390461032872731, | |
| 0.00013168155794453134, | |
| 0.00012996416970243363, | |
| -0.00012935572040843318, | |
| 0.00012127285270642481, | |
| -0.00011825609703282272, | |
| -0.0001179030320448539, | |
| -0.00010216589118933408, | |
| -9.775203649830589e-05, | |
| -8.859825985458438e-05, | |
| 8.700907433307048e-05, | |
| -8.635340015953622e-05, | |
| 8.566215218145935e-05, | |
| -8.254886280685863e-05, | |
| -7.599728398836494e-05, | |
| 7.589089234803752e-05, | |
| -7.166570587594893e-05, | |
| -6.571387080595149e-05, | |
| -5.845783213215797e-05, | |
| -5.460242115914788e-05, | |
| -5.417876340084288e-05, | |
| -5.373294125564933e-05, | |
| -5.313207188506208e-05, | |
| 4.6663725238678286e-05, | |
| 4.3301664884793914e-05, | |
| 4.293127329385355e-05, | |
| 4.2880751163298896e-05, | |
| -3.707142978058508e-05, | |
| -3.675810002920345e-05, | |
| 3.360866702524524e-05, | |
| -3.2799557410224046e-05, | |
| 2.4824032678345156e-05, | |
| 2.1957352078161337e-05, | |
| 2.1850881779346716e-05, | |
| 2.1476058017023954e-05, | |
| 2.1151000032159935e-05, | |
| -2.0099190958670956e-05, | |
| -1.9567638427159494e-05, | |
| -1.4996690908240296e-05, | |
| -1.3933085774440199e-05, | |
| -1.2891004753013766e-05, | |
| 1.1037174934072813e-05, | |
| 1.0932926298843959e-05, | |
| 1.0590494794476831e-05, | |
| 1.0552871735534842e-05, | |
| -9.470912469408448e-06, | |
| -9.284089339302193e-06, | |
| 7.060049881933476e-06, | |
| -4.878794696240655e-06, | |
| 4.282732786079396e-06, | |
| -3.040813238968137e-06, | |
| -5.004636387485462e-07 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.04741337409813544, | |
| 0.04156865871856744, | |
| 0.03965943556676985, | |
| 0.03575848024789852, | |
| 0.0327713823745491, | |
| 0.02769923360952638, | |
| 0.027237707391337514, | |
| 0.02713931071031573, | |
| 0.024569242688777193, | |
| 0.024238182473139615, | |
| 0.024169388100811512, | |
| 0.023913918781279096, | |
| 0.023630940622120532, | |
| 0.02284031074223632, | |
| 0.022080165892205034, | |
| 0.021692841552464686, | |
| 0.02096639442977179, | |
| 0.018915597382554064, | |
| 0.018581715988335575, | |
| 0.018458221299733436, | |
| 0.01836753554659319, | |
| 0.017325518531586363, | |
| 0.017275032762305468, | |
| 0.01625435636451671, | |
| 0.016009099805999905, | |
| 0.015924709485778454, | |
| 0.015785393760831108, | |
| 0.014246567718025578, | |
| 0.014132236498743697, | |
| 0.014096036230483704, | |
| 0.01400727303888914, | |
| 0.013593650270019844, | |
| 0.01215177544079383, | |
| 0.011394745289657646, | |
| 0.011311248138006661, | |
| 0.011114496215353015, | |
| 0.011072401154691427, | |
| 0.010908069893053141, | |
| 0.01083802016329617, | |
| 0.010737627311172806, | |
| 0.009607911187633275, | |
| 0.00898413092433345, | |
| 0.008859636865338737, | |
| 0.008789545547400926, | |
| 0.008607741258015767, | |
| 0.00848060502480634, | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 82.6086956521739, | |
| "precision": 26.666666666666664, | |
| "recall": 19.999999999999996, | |
| "f1": 18.88888888888889 | |
| }, | |
| "selection": { | |
| "precision": 2.2143687840618305, | |
| "recall": 1.6167664670658681, | |
| "f1": 1.8667793669589046, | |
| "jaccard": 0.9430145770526572 | |
| } | |
| } | |
| } |