| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ABL2", | |
| "AKT2", | |
| "A1CF", | |
| "BRWD1-AS2", | |
| "ACSF2", | |
| "AAMP", | |
| "ADGRE2", | |
| "FAM47B", | |
| "ARMH3", | |
| "ABTB3", | |
| "C9orf50", | |
| "ACACA", | |
| "ABHD18", | |
| "NEUROD1", | |
| "ABHD11", | |
| "B3GNT9", | |
| "ARRDC4", | |
| "KCTD15", | |
| "ADAMTS9", | |
| "C12orf60", | |
| "LRFN2", | |
| "ACTN4", | |
| "ABCA17P", | |
| "ADARB1", | |
| "AADAT", | |
| "ANKH", | |
| "ATG4B", | |
| "CEACAM6", | |
| "CT55", | |
| "AHR", | |
| "CTSC", | |
| "CHD3", | |
| "OR7A17", | |
| "CCDC144BP", | |
| "CNIH4", | |
| "CALN1", | |
| "ATP5MC1", | |
| "AAAS", | |
| "AK1", | |
| "ADORA2A", | |
| "LSMEM2", | |
| "CFH", | |
| "DGKA", | |
| "PTPN23", | |
| "IER2", | |
| "HOXD1", | |
| "ABHD4", | |
| "COA1", | |
| "ATE1", | |
| "ARHGEF16", | |
| "BSG", | |
| "FANCD2OS", | |
| "HOXB6", | |
| "ASIC2", | |
| "CDH22", | |
| "AMN1", | |
| "H2AC8", | |
| "MIR4296", | |
| "ADAMTS5", | |
| "MSC", | |
| "ADTRP", | |
| "SH2D5", | |
| "BMPR1B", | |
| "TMEM54", | |
| "ADAM3A", | |
| "CPPED1", | |
| "AKAP3", | |
| "ACADL", | |
| "NEDD4", | |
| "BEND5", | |
| "BLTP3A", | |
| "CUL5", | |
| "LINC02909", | |
| "FGFR3", | |
| "AGAP11", | |
| "ADGRL3", | |
| "DEFB107A", | |
| "CFHR1", | |
| "MYO3B", | |
| "GOLGB1", | |
| "HELB", | |
| "FFAR2", | |
| "SCRN2", | |
| "CNTNAP1", | |
| "DCX", | |
| "ARHGAP24", | |
| "H2AC16", | |
| "ABCB7", | |
| "ARL3", | |
| "ADAP1", | |
| "OR10H2", | |
| "ARHGEF39", | |
| "SYNGR3", | |
| "GRP", | |
| "ELAPOR2", | |
| "ABCA8", | |
| "ASXL3", | |
| "OR51B6", | |
| "ANGEL2", | |
| "PDGFA", | |
| "DEFB126", | |
| "KCNQ1", | |
| "ADAM28", | |
| "BRICD5", | |
| "CHTF18", | |
| "PSORS1C3", | |
| "TBL1X", | |
| "ABCB11", | |
| "SLC38A10", | |
| "MEFV", | |
| "ABITRAM", | |
| "PITRM1-AS1", | |
| "SLC30A4", | |
| "COL17A1", | |
| "LRRC14", | |
| "FIBIN", | |
| "YWHAEP7", | |
| "ANGPTL7", | |
| "APOLD1", | |
| "AR", | |
| "ARF6", | |
| "IL12RB2", | |
| "KANSL1-AS1", | |
| "ID2B", | |
| "C1orf198", | |
| "ACSL4", | |
| "COMP", | |
| "APOA2", | |
| "NOXO1", | |
| "RP1L1", | |
| "LSS", | |
| "ADD3", | |
| "MEIOB", | |
| "ARL14", | |
| "AATK", | |
| "NFRKB", | |
| "OPN1SW", | |
| "ID2", | |
| "MBD6", | |
| "CEBPD", | |
| "ADAM8", | |
| "PLXNA3", | |
| "ATG9B", | |
| "DYM", | |
| "AHCTF1", | |
| "CRYGEP", | |
| "DAPP1", | |
| "BICDL1", | |
| "ACAN", | |
| "BCL11A", | |
| "POPDC3", | |
| "ERP44", | |
| "FBH1", | |
| "CADM2", | |
| "CDA", | |
| "GRIA2", | |
| "ACVR2B-AS1", | |
| "ABHD15", | |
| "CHKB", | |
| "C4orf17", | |
| "FCGR1A", | |
| "FZD8", | |
| "ANKRD40", | |
| "AGA", | |
| "TTC32", | |
| "TBX6", | |
| "GADL1", | |
| "BTBD17", | |
| "ACTN3", | |
| "NPC1L1", | |
| "IFRD1", | |
| "H2AP", | |
| "PLPPR1", | |
| "LHX2", | |
| "EFCAB3", | |
| "AMH", | |
| "FAM43B", | |
| "CDHR1", | |
| "TBC1D22A", | |
| "TRABD", | |
| "LARP6", | |
| "CTNNA2", | |
| "H2AB1", | |
| "H2BC11", | |
| "DHODH", | |
| "PPP1R1B", | |
| "SFRP4", | |
| "LRCH1", | |
| "CALD1", | |
| "EP300", | |
| "CELSR2", | |
| "MPHOSPH10", | |
| "AGBL1", | |
| "MTX2", | |
| "ASTE1", | |
| "CEP128", | |
| "FANCG", | |
| "ANXA1", | |
| "FUT3", | |
| "ACD", | |
| "CCNB2", | |
| "APOC3", | |
| "KRT80", | |
| "ANKRD20A8P", | |
| "PLEKHA4", | |
| "ABRA", | |
| "MTO1", | |
| "AVPI1", | |
| "ARHGEF2", | |
| "IQGAP3", | |
| "ANAPC11", | |
| "PHOSPHO1", | |
| "RSPO1", | |
| "ACOT8", | |
| "CS", | |
| "PTGES", | |
| "SPIDR", | |
| "LETMD1", | |
| "ABCA9", | |
| "RNF183", | |
| "MBOAT1", | |
| "MIER1", | |
| "NXNL2", | |
| "FAM181B", | |
| "KRTAP11-1", | |
| "HDC", | |
| "AGO3", | |
| "GGT8P", | |
| "AKAP9", | |
| "BCAS4", | |
| "ALS2CL", | |
| "NCAN", | |
| "UPF2", | |
| "BEAN1", | |
| "KRT81", | |
| "ABCB5", | |
| "RXFP2", | |
| "HDGF", | |
| "HIVEP3", | |
| "CEACAM5", | |
| "BATF3", | |
| "AGAP3", | |
| "DCT", | |
| "TBC1D10A", | |
| "MMEL1", | |
| "WNT9A", | |
| "KCNJ16", | |
| "CERS4", | |
| "EGFL6", | |
| "KANSL3", | |
| "ASB9", | |
| "EFNB1", | |
| "ARL8A", | |
| "GK3", | |
| "TNFRSF11B", | |
| "GPAT2", | |
| "AGAP6", | |
| "CCDC144A", | |
| "ENTREP2", | |
| "ACSS2", | |
| "CLK2", | |
| "ABCB9", | |
| "ALDH1L2", | |
| "ABI3", | |
| "NIBAN3", | |
| "KCNQ2", | |
| "BLM", | |
| "PRRT3-AS1", | |
| "COMMD9", | |
| "CASQ1", | |
| "ANKRD10", | |
| "AGRP", | |
| "MRM1", | |
| "CCDC91", | |
| "C2CD2L", | |
| "ABCC12", | |
| "WDR45", | |
| "ARF1P1", | |
| "HCN4", | |
| "DHRS9", | |
| "DNAJB5", | |
| "LYSMD1", | |
| "ADCK2", | |
| "TLK2", | |
| "H1-0", | |
| "MIR7-3HG", | |
| "ZNF33A", | |
| "ZNF136", | |
| "INSM1", | |
| "ACOT11", | |
| "SPRYD3", | |
| "APAF1", | |
| "CYP4F8", | |
| "ACSM3", | |
| "HYKK", | |
| "EVPL", | |
| "MIR4755", | |
| "PDLIM3", | |
| "C1QTNF12", | |
| "BLK", | |
| "ODAM", | |
| "ARFIP1", | |
| "RNU2-22P", | |
| "ADCY5", | |
| "C6orf52", | |
| "AMT", | |
| "TMPRSS11D", | |
| "DYSF", | |
| "KIAA1210", | |
| "SLC25A53", | |
| "AZGP1", | |
| "SH3TC1", | |
| "CACNA1A", | |
| "PRKAA2", | |
| "AADAC", | |
| "ARHGEF3", | |
| "SDR16C5", | |
| "IQCE", | |
| "AXIN1", | |
| "FAM131B", | |
| "MGAM", | |
| "IGLV1-36", | |
| "ABCB1", | |
| "AMPH", | |
| "PPOX", | |
| "ERICH4", | |
| "TYSND1", | |
| "ELOCP28", | |
| "B3GALT4", | |
| "NAPEPLD", | |
| "ALDH3A2", | |
| "SYT8", | |
| "GGT3P", | |
| "SGCG", | |
| "WFDC13", | |
| "ABCD4", | |
| "ZNF718", | |
| "ITGB3", | |
| "DEGS1", | |
| "HSD17B11", | |
| "OR7C2", | |
| "ADRA1A", | |
| "PRELID2", | |
| "ABTB2", | |
| "CHFR", | |
| "ZFP28", | |
| "ADGRA1", | |
| "AA06", | |
| "ARNT", | |
| "GH2", | |
| "ZDHHC24", | |
| "CIT", | |
| "MTSS1", | |
| "ECPAS", | |
| "C1orf35", | |
| "ABHD1", | |
| "RRP7BP", | |
| "JAK1", | |
| "ANAPC4", | |
| "ATOSA", | |
| "TUNAR", | |
| "VPS33B", | |
| "ADAM22", | |
| "C16orf89", | |
| "GLYCTK-AS1", | |
| "HKDC1", | |
| "KLHDC7A", | |
| "CA12", | |
| "HEATR1", | |
| "SLC25A3P1", | |
| "MBL1P", | |
| "NUP133", | |
| "PARVG", | |
| "AFAP1L1", | |
| "PTTG2", | |
| "MPZL3", | |
| "NTSR1", | |
| "AGAP2-AS1", | |
| "CLDN11", | |
| "MR1", | |
| "EIF3LP3", | |
| "UCKL1", | |
| "CDYL2", | |
| "PLA2G6", | |
| "VGLL1", | |
| "LARP1", | |
| "PRR5", | |
| "COL11A1", | |
| "PARVB", | |
| "RNF121", | |
| "VPS37D", | |
| "MARCHF8", | |
| "FDPS", | |
| "CRY2", | |
| "GABRD", | |
| "MATK", | |
| "CENPF", | |
| "OPA1", | |
| "PRKACG", | |
| "WDR19", | |
| "TMEM169", | |
| "ACBD6", | |
| "FKBP3", | |
| "KLHDC9", | |
| "ZNF597", | |
| "TRAV21", | |
| "GNPAT", | |
| "COL10A1", | |
| "APP", | |
| "AURKA", | |
| "CARD8", | |
| "TMUB2", | |
| "SYNJ2BP", | |
| "ABHD16B", | |
| "AKR1C3", | |
| "CAMLG", | |
| "CADM1", | |
| "H2AB2", | |
| "H2AB3" | |
| ], | |
| "Coefficient": [ | |
| 0.06727700267404639, | |
| 0.06354739209387408, | |
| -0.039907342963437786, | |
| 0.03967163009606877, | |
| 0.03793275319177352, | |
| 0.036597160952535394, | |
| 0.03649420592733261, | |
| 0.03401943376068838, | |
| 0.03333631256216908, | |
| -0.03288850603515609, | |
| 0.03276239937499764, | |
| 0.029385942895982575, | |
| -0.029231404458045143, | |
| 0.028516149801881063, | |
| 0.02648283345837906, | |
| -0.02642319395026258, | |
| -0.026369097780857772, | |
| -0.02471612812304334, | |
| -0.024520667220355778, | |
| -0.024462579522739288, | |
| -0.02445765663956002, | |
| 0.024181114842762426, | |
| 0.02369830259045126, | |
| 0.0236013066446879, | |
| -0.02214060760649734, | |
| -0.02206570921870795, | |
| 0.02131158477396598, | |
| 0.02130878300115203, | |
| -0.021018959814418228, | |
| -0.020762334352821148, | |
| -0.020507634703112836, | |
| 0.020231652405410624, | |
| -0.01961702249879209, | |
| -0.019570678933429574, | |
| 0.019482749843450074, | |
| -0.019416429347719397, | |
| 0.019182952518073754, | |
| -0.0191569678134684, | |
| 0.018549810128128133, | |
| 0.01803920567142979, | |
| -0.017222620882941565, | |
| 0.01717623515380792, | |
| 0.01684043608936938, | |
| 0.016757138175174175, | |
| -0.01666516152220059, | |
| -0.01661060169917425, | |
| 0.016270688397193162, | |
| -0.015997813438629743, | |
| 0.015741264156254785, | |
| -0.01564744694229967, | |
| -0.015532396243301065, | |
| -0.015112641722037716, | |
| -0.014806463481325912, | |
| -0.014400663548139323, | |
| -0.014202691574732324, | |
| -0.014121095026576446, | |
| -0.013983570728017805, | |
| 0.013914297289988034, | |
| -0.013661783397091318, | |
| -0.013563822999692929, | |
| -0.013250303407678167, | |
| -0.013111925608932127, | |
| -0.01293596484863805, | |
| -0.01291502267698669, | |
| 0.012876081479850551, | |
| -0.012631458353670888, | |
| -0.012473321213913575, | |
| -0.012170064157663717, | |
| -0.011930851887339618, | |
| -0.011845198418483187, | |
| -0.01171649008160788, | |
| -0.011454592231817759, | |
| -0.011360684640168548, | |
| -0.011282517821205047, | |
| 0.011260667948744963, | |
| -0.011084425257413554, | |
| 0.011038066006169288, | |
| 0.010593903331289211, | |
| 0.01032414057273199, | |
| 0.010311942575036, | |
| 0.010187164243679808, | |
| 0.010104224728587935, | |
| 0.010050083964723051, | |
| 0.010033830935272693, | |
| -0.009936660672666436, | |
| 0.009902497200295606, | |
| -0.009848753664991414, | |
| 0.009820846619408647, | |
| 0.009740573554013534, | |
| 0.009505813088823681, | |
| -0.009486747782428695, | |
| 0.00925157187828172, | |
| 0.00921819813397498, | |
| 0.009131137575292936, | |
| 0.008714328851810314, | |
| -0.008559859902749985, | |
| 0.008288216282367868, | |
| 0.008284434314642443, | |
| 0.008275316057080909, | |
| -0.008274174961550106, | |
| 0.008270588970409573, | |
| -0.008076830026534787, | |
| -0.007936316013583732, | |
| 0.007772369986575311, | |
| 0.0077387502520659115, | |
| -0.007706063127169795, | |
| 0.007459806514252923, | |
| -0.007342070573600325, | |
| 0.007277839343853307, | |
| -0.007188019725653927, | |
| -0.007184408094926451, | |
| -0.007176915661282689, | |
| 0.007066532149965169, | |
| 0.006907654092345315, | |
| 0.006858603476636245, | |
| 0.0068270687924448055, | |
| -0.0067555004204254135, | |
| -0.0067333593825621854, | |
| 0.006605576628769306, | |
| 0.006554341312237758, | |
| 0.006521085117423215, | |
| 0.006406610308599131, | |
| -0.0062462524020739565, | |
| -0.006099959408542919, | |
| 0.006080509919725302, | |
| -0.00605295357471308, | |
| 0.006005075269572926, | |
| 0.005961103137461334, | |
| 0.0059495762710461446, | |
| -0.005867436223208087, | |
| 0.005823217999482997, | |
| -0.005816461218328916, | |
| -0.005809793908913871, | |
| -0.005715738700473742, | |
| -0.005702413495903746, | |
| -0.005647131110764497, | |
| 0.005592292985169371, | |
| -0.005559462250948803, | |
| 0.005289767963364205, | |
| -0.005261738644630943, | |
| 0.005231462311729012, | |
| 0.005176860251616897, | |
| 0.005130865765333528, | |
| 0.005081521261740402, | |
| 0.005079772566599927, | |
| -0.005029471530614489, | |
| 0.004968874610593464, | |
| -0.004930937304216063, | |
| 0.004924571392816028, | |
| 0.004853041963361654, | |
| 0.004803670580221941, | |
| 0.004777343625149886, | |
| 0.004727825894835726, | |
| 0.004671248040408573, | |
| 0.004666948803141356, | |
| -0.004559574891002544, | |
| 0.004523415652389307, | |
| 0.004481429263851611, | |
| 0.004434219840547176, | |
| -0.004354613819039105, | |
| -0.004330924331355046, | |
| -0.004297073400315021, | |
| 0.004233130313399975, | |
| -0.00421300150439301, | |
| 0.004199313581749226, | |
| 0.004192668362331942, | |
| -0.004156454164926985, | |
| -0.004150843511306991, | |
| 0.004052844701082551, | |
| 0.0040500703524118265, | |
| -0.004045043358632667, | |
| 0.0040157499206894525, | |
| -0.003998939445732603, | |
| -0.0039669350942793434, | |
| -0.003863207308937547, | |
| 0.003838739306547032, | |
| -0.003714321586455533, | |
| -0.003687781013992129, | |
| 0.003618487862226252, | |
| 0.0036127492409800295, | |
| 0.003551463900753976, | |
| -0.003533768213474213, | |
| 0.0035067723834018563, | |
| -0.00349896152186352, | |
| -0.003470120656253815, | |
| -0.0034619989850609035, | |
| 0.003425403045453888, | |
| 0.003407566205190944, | |
| 0.003401474276540129, | |
| 0.0033991817073370113, | |
| 0.003361473943204393, | |
| -0.0032511490303461068, | |
| 0.0031769923503184427, | |
| -0.003069077285272869, | |
| -0.0030418846030824415, | |
| 0.003037502139373068, | |
| 0.003027723690938571, | |
| -0.002973729458594153, | |
| 0.002973479690395558, | |
| 0.0029529223557405995, | |
| 0.002888118134901572, | |
| 0.002820659160683403, | |
| 0.0028132629094564706, | |
| 0.0028044852770967676, | |
| 0.002781390057287019, | |
| -0.0027726463805783003, | |
| -0.0027715176068998587, | |
| 0.0027708004255588064, | |
| 0.0027705970797920598, | |
| 0.0027209197052846094, | |
| 0.0026865875822146717, | |
| -0.0026862571063951722, | |
| 0.002560850467634954, | |
| 0.0025429621235906565, | |
| 0.0024859642004371203, | |
| 0.002426481687444331, | |
| -0.0024224902749202734, | |
| 0.0023927862233417384, | |
| -0.0023680230912465957, | |
| -0.0023441106449209655, | |
| 0.00233449761039181, | |
| -0.0022449859442685116, | |
| 0.0021884790164913635, | |
| -0.002162860566613733, | |
| 0.0021616490112831544, | |
| -0.0021464432403207417, | |
| -0.002073307423582512, | |
| -0.0020514499716213584, | |
| 0.002014512797069616, | |
| 0.001990342698546894, | |
| 0.0019876770358555162, | |
| 0.0019753533600926692, | |
| 0.001947554344211111, | |
| 0.0019244915134465413, | |
| 0.001894278956829519, | |
| -0.0018868886966943092, | |
| -0.0018819094156151198, | |
| 0.0018733194095001886, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 80.6896551724138, | |
| "precision": 68.96520146520146, | |
| "recall": 79.4017094017094, | |
| "f1": 71.41478129713423 | |
| }, | |
| "selection": { | |
| "precision": 0.6426445742187947, | |
| "recall": 2.972972972972973, | |
| "f1": 1.0567017082708576, | |
| "jaccard": 0.5316936440679013 | |
| } | |
| } | |
| } |