| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "NPHP3-AS1", | |
| "SH3RF2", | |
| "CSTPP1", | |
| "CFAP44", | |
| "RAB3A", | |
| "AGPAT3", | |
| "CIB1", | |
| "SPINK8", | |
| "EPHX4", | |
| "CHAMP1", | |
| "SLC39A3", | |
| "MIX23", | |
| "FZD3", | |
| "ICE2", | |
| "BATF2", | |
| "DNAJC3", | |
| "FBXO44", | |
| "PMS2CL", | |
| "ABHD13", | |
| "BAALC", | |
| "AP1S1", | |
| "ZSWIM7", | |
| "KCTD10", | |
| "NPR2", | |
| "CYP2D7", | |
| "B4GAT1", | |
| "FECH", | |
| "INPP5B", | |
| "FAT1", | |
| "ASL", | |
| "TCL1A", | |
| "PLIN2", | |
| "PPFIA4", | |
| "SPPL3", | |
| "RGN", | |
| "JUP", | |
| "CMTM8", | |
| "NOL3", | |
| "FTL", | |
| "MTMR11", | |
| "ZNF211", | |
| "HIC1", | |
| "ZHX3", | |
| "TMEM186", | |
| "ZFP69", | |
| "MMS22L", | |
| "CLEC11A", | |
| "PIM3", | |
| "GPR143", | |
| "CCL23", | |
| "EMC2", | |
| "CACNB3", | |
| "TOP1", | |
| "LAMTOR1", | |
| "GABPB2", | |
| "P2RY10", | |
| "SKAP2", | |
| "ZFP14", | |
| "PLAAT1", | |
| "RGS1", | |
| "INSL3", | |
| "UBB", | |
| "SCRN1", | |
| "PPP1R13L", | |
| "PKHD1L1", | |
| "TCEAL4", | |
| "ZNF568", | |
| "ZNF718", | |
| "ENTPD7", | |
| "PFDN6", | |
| "ERAP2", | |
| "PIGO", | |
| "ATP6V1E2", | |
| "CCN2", | |
| "EHD3", | |
| "CCL28", | |
| "CGB7", | |
| "FABP4", | |
| "COLGALT2", | |
| "LIPC", | |
| "AGAP7P", | |
| "NHSL3", | |
| "KREMEN2", | |
| "TSPAN4", | |
| "KIR2DL4", | |
| "UBC", | |
| "CITED4", | |
| "TYMS", | |
| "TRIM52", | |
| "CFH", | |
| "DNAL1", | |
| "AIPL1", | |
| "FN3KRP", | |
| "IGFBP2", | |
| "TLR9", | |
| "ZNF329", | |
| "PTPRT", | |
| "CDPF1", | |
| "SLITRK2", | |
| "LINC02902", | |
| "TNFSF11", | |
| "ADA2", | |
| "CCDC18", | |
| "CDYL", | |
| "SOX13", | |
| "PTPRQ", | |
| "RCVRN", | |
| "CSNK2A3", | |
| "RNF150", | |
| "SCGB1C1", | |
| "NLE1", | |
| "PIGV", | |
| "ARHGAP11B", | |
| "PHF13", | |
| "FPR3", | |
| "MINDY1", | |
| "TXNRD1", | |
| "GPHB5", | |
| "JAKMIP2", | |
| "GSTT1", | |
| "ACTN3", | |
| "CISD3", | |
| "ZNF571", | |
| "PSMD11", | |
| "PPEF1", | |
| "CYP26B1", | |
| "PTPRJ", | |
| "PDE6C", | |
| "GGTLC1", | |
| "NXPH1", | |
| "FERD3L", | |
| "PER3", | |
| "TCP11L1", | |
| "FUCA2", | |
| "NDUFA4L2", | |
| "CLDN5", | |
| "NRN1", | |
| "OR2A9P", | |
| "MIR1224", | |
| "IL18RAP", | |
| "IGLL3P", | |
| "RAB11FIP5", | |
| "SPNS1", | |
| "GRHPR", | |
| "CLEC14A", | |
| "KANSL1L", | |
| "SNORD113-4", | |
| "TBRG1", | |
| "PTCHD3", | |
| "CRABP2", | |
| "ARL11", | |
| "MAGI1", | |
| "STAT1", | |
| "GAS1", | |
| "TATDN1", | |
| "RRP7A", | |
| "CYB5R2", | |
| "CYBB", | |
| "SPECC1", | |
| "VEGFA", | |
| "ZNF821", | |
| "GPRC5B", | |
| "MYL9", | |
| "ARHGAP22", | |
| "CCDC121", | |
| "TPPP3", | |
| "PEX6", | |
| "DCP1B", | |
| "OTOR", | |
| "MVK", | |
| "AK3", | |
| "RASSF3", | |
| "DGKH", | |
| "KLHL17", | |
| "TRIM62", | |
| "TLCD3B", | |
| "ZFY", | |
| "EFCAB12", | |
| "LDLR", | |
| "EPS8L3", | |
| "LHFPL1", | |
| "ABHD1", | |
| "MYO16", | |
| "PPT2", | |
| "COL9A1", | |
| "CDC42SE1", | |
| "SPESP1", | |
| "IFFO1", | |
| "ZNF597", | |
| "MREG", | |
| "EME1", | |
| "REPS1", | |
| "LRRC75A", | |
| "EGOT", | |
| "AKIP1", | |
| "ZBTB41", | |
| "ANAPC2", | |
| "GLS2", | |
| "FBP1", | |
| "UBE2L6", | |
| "KDM1B", | |
| "INSM1", | |
| "MIR542", | |
| "SLC39A14", | |
| "CLEC4C", | |
| "LGALS2", | |
| "LYPD4", | |
| "PLXNA2", | |
| "LMCD1", | |
| "ADAM28", | |
| "WDR55", | |
| "MICB", | |
| "FAM86DP" | |
| ], | |
| "Coefficient": [ | |
| -0.09276489610516266, | |
| -0.06567404108908909, | |
| 0.06475792575670812, | |
| -0.06239608754037609, | |
| -0.06011361424742678, | |
| -0.055983365975367586, | |
| -0.05167052414907417, | |
| -0.05071023655692644, | |
| 0.04841050986314623, | |
| -0.04717117772463944, | |
| 0.04598184690017885, | |
| 0.043336575861449886, | |
| -0.042266095229065895, | |
| 0.040384192167907826, | |
| 0.040275994257160816, | |
| 0.03913164843283266, | |
| 0.03861561977509683, | |
| 0.0383314469581051, | |
| 0.038020309729755127, | |
| 0.0377293514556666, | |
| -0.03682569917846977, | |
| 0.03627765703002134, | |
| 0.03564268564076604, | |
| -0.03411093668354057, | |
| -0.033822449784237374, | |
| 0.033744723635155426, | |
| 0.03317578455745719, | |
| -0.03308567753307041, | |
| -0.032889119653036876, | |
| 0.03288760665140804, | |
| 0.03239995967232932, | |
| -0.03070708788330209, | |
| 0.030433497722114605, | |
| -0.030374576266696707, | |
| 0.029616835659722406, | |
| -0.0290562556803428, | |
| 0.027751887318249555, | |
| -0.027333316566837695, | |
| 0.026388940937788864, | |
| -0.026198818287533808, | |
| -0.0259838273685367, | |
| 0.025184838122272436, | |
| -0.024421910068519587, | |
| 0.02442017024052346, | |
| 0.023589651035204287, | |
| -0.022833219721807223, | |
| 0.02275451246507203, | |
| 0.02228319070632633, | |
| 0.021857865757926406, | |
| -0.02163239985934689, | |
| 0.021370298804076582, | |
| 0.02124501188014254, | |
| -0.021106523426088535, | |
| 0.020828304256645756, | |
| -0.020707898584483304, | |
| -0.020537163922599563, | |
| -0.02048923976086179, | |
| 0.02047333786358542, | |
| 0.01971969486516816, | |
| -0.019702392065004536, | |
| 0.019407585608536795, | |
| -0.01933346140973309, | |
| -0.01865351141338292, | |
| -0.01864595031921536, | |
| -0.01840337907361978, | |
| -0.017893726348541455, | |
| 0.017146753227881634, | |
| 0.016934470786861937, | |
| -0.01671894103295608, | |
| -0.016429728461939932, | |
| -0.016395243140978937, | |
| -0.01636347486856133, | |
| -0.016258290386857346, | |
| 0.016165906067706518, | |
| 0.015656934328659024, | |
| -0.015492318427817207, | |
| -0.015451496988912308, | |
| -0.015365148881026571, | |
| 0.015210266137702948, | |
| 0.015201075915232929, | |
| -0.01514540341449045, | |
| -0.015031802566604564, | |
| 0.014912819177397651, | |
| 0.014823488236505346, | |
| -0.014685474392094278, | |
| 0.014555274117954367, | |
| 0.013835543982740782, | |
| 0.013739298425044268, | |
| -0.013489556511046009, | |
| 0.013119040016782763, | |
| -0.012823430303918958, | |
| 0.012630049700983241, | |
| -0.01257576309380907, | |
| 0.012215093341455456, | |
| 0.011689929873902398, | |
| -0.011276124919687372, | |
| -0.011275536760225847, | |
| 0.011260115011924792, | |
| 0.011080857970377339, | |
| -0.010946794841215916, | |
| -0.01081416488472675, | |
| 0.010775514059707492, | |
| 0.01043389073045502, | |
| -0.010226669101665106, | |
| 0.010203659261362196, | |
| -0.010160045959582045, | |
| 0.010140123398795962, | |
| 0.010012791449057905, | |
| 0.010007543030680938, | |
| 0.009982056696836022, | |
| -0.00968477777545754, | |
| -0.009510530570847974, | |
| 0.009394081765864613, | |
| -0.008960127215979635, | |
| 0.008922296996649608, | |
| 0.008879062778038172, | |
| -0.008188367307060459, | |
| 0.008099509688667227, | |
| 0.007382353734798993, | |
| 0.006805516622069314, | |
| -0.006733069138688483, | |
| 0.0067106174687356955, | |
| -0.006426538414136041, | |
| -0.006377015061420088, | |
| -0.006299203150960951, | |
| -0.00620032547005909, | |
| 0.006103053620639308, | |
| -0.006034725837571302, | |
| 0.006028998215734211, | |
| 0.005643521582827629, | |
| -0.005608957815181677, | |
| 0.005444353575721874, | |
| -0.00530545921566603, | |
| 0.005160642376008631, | |
| 0.0050559668617230205, | |
| 0.004832042684536001, | |
| -0.004800373593363423, | |
| 0.004707605665784187, | |
| -0.004689935101298817, | |
| 0.004660013167267353, | |
| 0.00465499571974987, | |
| 0.004630302012616745, | |
| 0.004541819226712126, | |
| 0.00451406760198273, | |
| -0.004371644941244163, | |
| 0.004185834204717043, | |
| 0.004086497749009069, | |
| 0.004058241848285359, | |
| -0.0036592581051705, | |
| 0.0035418404892938187, | |
| 0.003520435686400082, | |
| -0.0034366443128582536, | |
| 0.0033649990039054498, | |
| -0.0033032432112449234, | |
| -0.003131231387351296, | |
| -0.003034105042328365, | |
| 0.0027978454372255867, | |
| -0.002733489069071302, | |
| -0.002721244536502175, | |
| 0.002617728240370658, | |
| 0.002530629719605827, | |
| -0.002520949756393846, | |
| 0.002514855099203641, | |
| -0.0024588340728064068, | |
| 0.0023006687018466165, | |
| -0.002260436517227938, | |
| 0.0022512103525809206, | |
| 0.002098615718800061, | |
| -0.0020873380042615614, | |
| 0.0018462503753581465, | |
| -0.0017354008582540217, | |
| 0.0016979442617465399, | |
| -0.0016729855485833065, | |
| 0.0016622469808488226, | |
| 0.0016574543029516042, | |
| -0.0016297080176562125, | |
| 0.001622330971046246, | |
| 0.00162017076979067, | |
| 0.0016172225003177334, | |
| 0.0015843130625038384, | |
| -0.0015680319492261548, | |
| -0.0014657003800742083, | |
| 0.001416310826261874, | |
| 0.001403268419777224, | |
| 0.0013776043396604367, | |
| -0.0013383280773880232, | |
| 0.001130466334924562, | |
| 0.0011056378503000405, | |
| -0.0010243931943618987, | |
| -0.0008130449049117532, | |
| 0.0007337576343170217, | |
| -0.0007205947544311909, | |
| -0.0007067012755328889, | |
| -0.0006697483992012964, | |
| -0.0006219644227116957, | |
| 0.0005867279117576774, | |
| 0.0005745639794199196, | |
| -0.0005145128165809122, | |
| -0.0005038750386808585, | |
| 0.0004484665666689757, | |
| -0.0004385732788781463, | |
| 0.00042599920026262727, | |
| -0.0004244033227066155, | |
| -0.00041808917372709566, | |
| -0.00035789264007726323, | |
| 0.0003393968095433371, | |
| 0.00016693073590261505, | |
| -0.0001592007231536337, | |
| 0.0001515444297748383, | |
| 0.00014302834749848343, | |
| 8.527611253926338e-05, | |
| 6.393913398715767e-05, | |
| 2.9919659634015364e-05 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.09276489610516266, | |
| 0.06567404108908909, | |
| 0.06475792575670812, | |
| 0.06239608754037609, | |
| 0.06011361424742678, | |
| 0.055983365975367586, | |
| 0.05167052414907417, | |
| 0.05071023655692644, | |
| 0.04841050986314623, | |
| 0.04717117772463944, | |
| 0.04598184690017885, | |
| 0.043336575861449886, | |
| 0.042266095229065895, | |
| 0.040384192167907826, | |
| 0.040275994257160816, | |
| 0.03913164843283266, | |
| 0.03861561977509683, | |
| 0.0383314469581051, | |
| 0.038020309729755127, | |
| 0.0377293514556666, | |
| 0.03682569917846977, | |
| 0.03627765703002134, | |
| 0.03564268564076604, | |
| 0.03411093668354057, | |
| 0.033822449784237374, | |
| 0.033744723635155426, | |
| 0.03317578455745719, | |
| 0.03308567753307041, | |
| 0.032889119653036876, | |
| 0.03288760665140804, | |
| 0.03239995967232932, | |
| 0.03070708788330209, | |
| 0.030433497722114605, | |
| 0.030374576266696707, | |
| 0.029616835659722406, | |
| 0.0290562556803428, | |
| 0.027751887318249555, | |
| 0.027333316566837695, | |
| 0.026388940937788864, | |
| 0.026198818287533808, | |
| 0.0259838273685367, | |
| 0.025184838122272436, | |
| 0.024421910068519587, | |
| 0.02442017024052346, | |
| 0.023589651035204287, | |
| 0.022833219721807223, | |
| 0.02275451246507203, | |
| 0.02228319070632633, | |
| 0.021857865757926406, | |
| 0.02163239985934689, | |
| 0.021370298804076582, | |
| 0.02124501188014254, | |
| 0.021106523426088535, | |
| 0.020828304256645756, | |
| 0.020707898584483304, | |
| 0.020537163922599563, | |
| 0.02048923976086179, | |
| 0.02047333786358542, | |
| 0.01971969486516816, | |
| 0.019702392065004536, | |
| 0.019407585608536795, | |
| 0.01933346140973309, | |
| 0.01865351141338292, | |
| 0.01864595031921536, | |
| 0.01840337907361978, | |
| 0.017893726348541455, | |
| 0.017146753227881634, | |
| 0.016934470786861937, | |
| 0.01671894103295608, | |
| 0.016429728461939932, | |
| 0.016395243140978937, | |
| 0.01636347486856133, | |
| 0.016258290386857346, | |
| 0.016165906067706518, | |
| 0.015656934328659024, | |
| 0.015492318427817207, | |
| 0.015451496988912308, | |
| 0.015365148881026571, | |
| 0.015210266137702948, | |
| 0.015201075915232929, | |
| 0.01514540341449045, | |
| 0.015031802566604564, | |
| 0.014912819177397651, | |
| 0.014823488236505346, | |
| 0.014685474392094278, | |
| 0.014555274117954367, | |
| 0.013835543982740782, | |
| 0.013739298425044268, | |
| 0.013489556511046009, | |
| 0.013119040016782763, | |
| 0.012823430303918958, | |
| 0.012630049700983241, | |
| 0.01257576309380907, | |
| 0.012215093341455456, | |
| 0.011689929873902398, | |
| 0.011276124919687372, | |
| 0.011275536760225847, | |
| 0.011260115011924792, | |
| 0.011080857970377339, | |
| 0.010946794841215916, | |
| 0.01081416488472675, | |
| 0.010775514059707492, | |
| 0.01043389073045502, | |
| 0.010226669101665106, | |
| 0.010203659261362196, | |
| 0.010160045959582045, | |
| 0.010140123398795962, | |
| 0.010012791449057905, | |
| 0.010007543030680938, | |
| 0.009982056696836022, | |
| 0.00968477777545754, | |
| 0.009510530570847974, | |
| 0.009394081765864613, | |
| 0.008960127215979635, | |
| 0.008922296996649608, | |
| 0.008879062778038172, | |
| 0.008188367307060459, | |
| 0.008099509688667227, | |
| 0.007382353734798993, | |
| 0.006805516622069314, | |
| 0.006733069138688483, | |
| 0.0067106174687356955, | |
| 0.006426538414136041, | |
| 0.006377015061420088, | |
| 0.006299203150960951, | |
| 0.00620032547005909, | |
| 0.006103053620639308, | |
| 0.006034725837571302, | |
| 0.006028998215734211, | |
| 0.005643521582827629, | |
| 0.005608957815181677, | |
| 0.005444353575721874, | |
| 0.00530545921566603, | |
| 0.005160642376008631, | |
| 0.0050559668617230205, | |
| 0.004832042684536001, | |
| 0.004800373593363423, | |
| 0.004707605665784187, | |
| 0.004689935101298817, | |
| 0.004660013167267353, | |
| 0.00465499571974987, | |
| 0.004630302012616745, | |
| 0.004541819226712126, | |
| 0.00451406760198273, | |
| 0.004371644941244163, | |
| 0.004185834204717043, | |
| 0.004086497749009069, | |
| 0.004058241848285359, | |
| 0.0036592581051705, | |
| 0.0035418404892938187, | |
| 0.003520435686400082, | |
| 0.0034366443128582536, | |
| 0.0033649990039054498, | |
| 0.0033032432112449234, | |
| 0.003131231387351296, | |
| 0.003034105042328365, | |
| 0.0027978454372255867, | |
| 0.002733489069071302, | |
| 0.002721244536502175, | |
| 0.002617728240370658, | |
| 0.002530629719605827, | |
| 0.002520949756393846, | |
| 0.002514855099203641, | |
| 0.0024588340728064068, | |
| 0.0023006687018466165, | |
| 0.002260436517227938, | |
| 0.0022512103525809206, | |
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| 8.527611253926338e-05, | |
| 6.393913398715767e-05, | |
| 2.9919659634015364e-05 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 76.09756097560975, | |
| "precision": 54.0, | |
| "recall": 40.74475524475524, | |
| "f1": 46.042799305957196 | |
| }, | |
| "selection": { | |
| "precision": 2.636558906701142, | |
| "recall": 2.3, | |
| "f1": 2.456010092566577, | |
| "jaccard": 1.2446294320865334 | |
| } | |
| } | |
| } |