| { | |
| "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": [ | |
| -0.09276489610516302, | |
| -0.06567404108908925, | |
| 0.06475792575670788, | |
| -0.06239608754037618, | |
| -0.06011361424742693, | |
| -0.05598336597536779, | |
| -0.05167052414907415, | |
| -0.05071023655692635, | |
| 0.04841050986314631, | |
| -0.04717117772463973, | |
| 0.04598184690017819, | |
| 0.04333657586144965, | |
| -0.042266095229066006, | |
| 0.040384192167908235, | |
| 0.040275994257160455, | |
| 0.03913164843283242, | |
| 0.038615619775096935, | |
| 0.03833144695810531, | |
| 0.03802030972975492, | |
| 0.03772935145566644, | |
| -0.036825699178469576, | |
| 0.03627765703002165, | |
| 0.035642685640765885, | |
| -0.03411093668354085, | |
| -0.03382244978423722, | |
| 0.03374472363515519, | |
| 0.03317578455745711, | |
| -0.033085677533070096, | |
| -0.0328891196530367, | |
| 0.03288760665140824, | |
| 0.03239995967232919, | |
| -0.030707087883302214, | |
| 0.030433497722114688, | |
| -0.03037457626669693, | |
| 0.029616835659722486, | |
| -0.02905625568034288, | |
| 0.027751887318249582, | |
| -0.027333316566837487, | |
| 0.02638894093778893, | |
| -0.026198818287533798, | |
| -0.02598382736853687, | |
| 0.02518483812227245, | |
| -0.024421910068519844, | |
| 0.024420170240523585, | |
| 0.023589651035203836, | |
| -0.02283321972180735, | |
| 0.02275451246507209, | |
| 0.02228319070632612, | |
| 0.021857865757926483, | |
| -0.021632399859346983, | |
| 0.021370298804076635, | |
| 0.021245011880142276, | |
| -0.021106523426088656, | |
| 0.020828304256645728, | |
| -0.020707898584483558, | |
| -0.020537163922599782, | |
| -0.02048923976086192, | |
| 0.02047333786358534, | |
| 0.019719694865168207, | |
| -0.019702392065004973, | |
| 0.019407585608536948, | |
| -0.01933346140973275, | |
| -0.018653511413382933, | |
| -0.018645950319215142, | |
| -0.0184033790736197, | |
| -0.017893726348541653, | |
| 0.017146753227881603, | |
| 0.016934470786862124, | |
| -0.016718941032956153, | |
| -0.016429728461939682, | |
| -0.01639524314097886, | |
| -0.01636347486856117, | |
| -0.016258290386857353, | |
| 0.0161659060677066, | |
| 0.015656934328658764, | |
| -0.015492318427816697, | |
| -0.015451496988912374, | |
| -0.015365148881026629, | |
| 0.015210266137702664, | |
| 0.015201075915233005, | |
| -0.01514540341449056, | |
| -0.015031802566604618, | |
| 0.014912819177397719, | |
| 0.014823488236505386, | |
| -0.014685474392094241, | |
| 0.014555274117954521, | |
| 0.013835543982740965, | |
| 0.013739298425044412, | |
| -0.013489556511045823, | |
| 0.013119040016782916, | |
| -0.012823430303918908, | |
| 0.012630049700983572, | |
| -0.012575763093808971, | |
| 0.012215093341455768, | |
| 0.011689929873902702, | |
| -0.011276124919687573, | |
| -0.011275536760225947, | |
| 0.011260115011924879, | |
| 0.011080857970377042, | |
| -0.01094679484121578, | |
| -0.010814164884726519, | |
| 0.010775514059707484, | |
| 0.010433890730454854, | |
| -0.010226669101664755, | |
| 0.010203659261362482, | |
| -0.01016004595958215, | |
| 0.01014012339879599, | |
| 0.010012791449057869, | |
| 0.010007543030680936, | |
| 0.00998205669683644, | |
| -0.00968477777545734, | |
| -0.009510530570848053, | |
| 0.009394081765864822, | |
| -0.00896012721597947, | |
| 0.008922296996650137, | |
| 0.008879062778038167, | |
| -0.008188367307060105, | |
| 0.008099509688667267, | |
| 0.007382353734799273, | |
| 0.0068055166220690345, | |
| -0.0067330691386880736, | |
| 0.006710617468735725, | |
| -0.006426538414135989, | |
| -0.0063770150614199045, | |
| -0.006299203150960746, | |
| -0.006200325470059145, | |
| 0.006103053620639407, | |
| -0.006034725837571322, | |
| 0.006028998215734397, | |
| 0.005643521582827398, | |
| -0.005608957815181874, | |
| 0.005444353575721945, | |
| -0.005305459215665976, | |
| 0.0051606423760086435, | |
| 0.005055966861722986, | |
| 0.004832042684535971, | |
| -0.004800373593363381, | |
| 0.0047076056657842525, | |
| -0.004689935101299, | |
| 0.004660013167266839, | |
| 0.004654995719750503, | |
| 0.004630302012616701, | |
| 0.004541819226712135, | |
| 0.004514067601982702, | |
| -0.004371644941244417, | |
| 0.004185834204716629, | |
| 0.0040864977490091756, | |
| 0.0040582418482850435, | |
| -0.0036592581051707895, | |
| 0.0035418404892940646, | |
| 0.0035204356863998295, | |
| -0.0034366443128583998, | |
| 0.0033649990039056805, | |
| -0.0033032432112448757, | |
| -0.00313123138735081, | |
| -0.0030341050423287295, | |
| 0.0027978454372254305, | |
| -0.002733489069070739, | |
| -0.002721244536502036, | |
| 0.002617728240370642, | |
| 0.0025306297196057113, | |
| -0.002520949756393779, | |
| 0.0025148550992033667, | |
| -0.0024588340728063907, | |
| 0.002300668701846515, | |
| -0.002260436517227742, | |
| 0.0022512103525809987, | |
| 0.002098615718800003, | |
| -0.002087338004261615, | |
| 0.0018462503753581226, | |
| -0.0017354008582539779, | |
| 0.00169794426174649, | |
| -0.0016729855485834895, | |
| 0.0016622469808489238, | |
| 0.0016574543029515944, | |
| -0.0016297080176563743, | |
| 0.0016223309710461534, | |
| 0.0016201707697905264, | |
| 0.0016172225003178412, | |
| 0.0015843130625037465, | |
| -0.0015680319492260455, | |
| -0.001465700380074055, | |
| 0.0014163108262620423, | |
| 0.0014032684197770836, | |
| 0.0013776043396604562, | |
| -0.0013383280773878643, | |
| 0.0011304663349244357, | |
| 0.0011056378502999845, | |
| -0.00102439319436189, | |
| -0.000813044904911769, | |
| 0.0007337576343169665, | |
| -0.0007205947544309783, | |
| -0.0007067012755326794, | |
| -0.0006697483992017792, | |
| -0.000621964422711604, | |
| 0.0005867279117574989, | |
| 0.0005745639794195007, | |
| -0.0005145128165808618, | |
| -0.0005038750386811139, | |
| 0.0004484665666691926, | |
| -0.0004385732788783334, | |
| 0.00042599920026274913, | |
| -0.00042440332270638723, | |
| -0.0004180891737271417, | |
| -0.0003578926400771113, | |
| 0.0003393968095432515, | |
| 0.00016693073590276505, | |
| -0.00015920072315374123, | |
| 0.0001515444297748808, | |
| 0.00014302834749840477, | |
| 8.527611253928747e-05, | |
| 6.39391339871383e-05, | |
| 2.9919659634062615e-05 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.09276489610516302, | |
| 0.06567404108908925, | |
| 0.06475792575670788, | |
| 0.06239608754037618, | |
| 0.06011361424742693, | |
| 0.05598336597536779, | |
| 0.05167052414907415, | |
| 0.05071023655692635, | |
| 0.04841050986314631, | |
| 0.04717117772463973, | |
| 0.04598184690017819, | |
| 0.04333657586144965, | |
| 0.042266095229066006, | |
| 0.040384192167908235, | |
| 0.040275994257160455, | |
| 0.03913164843283242, | |
| 0.038615619775096935, | |
| 0.03833144695810531, | |
| 0.03802030972975492, | |
| 0.03772935145566644, | |
| 0.036825699178469576, | |
| 0.03627765703002165, | |
| 0.035642685640765885, | |
| 0.03411093668354085, | |
| 0.03382244978423722, | |
| 0.03374472363515519, | |
| 0.03317578455745711, | |
| 0.033085677533070096, | |
| 0.0328891196530367, | |
| 0.03288760665140824, | |
| 0.03239995967232919, | |
| 0.030707087883302214, | |
| 0.030433497722114688, | |
| 0.03037457626669693, | |
| 0.029616835659722486, | |
| 0.02905625568034288, | |
| 0.027751887318249582, | |
| 0.027333316566837487, | |
| 0.02638894093778893, | |
| 0.026198818287533798, | |
| 0.02598382736853687, | |
| 0.02518483812227245, | |
| 0.024421910068519844, | |
| 0.024420170240523585, | |
| 0.023589651035203836, | |
| 0.02283321972180735, | |
| 0.02275451246507209, | |
| 0.02228319070632612, | |
| 0.021857865757926483, | |
| 0.021632399859346983, | |
| 0.021370298804076635, | |
| 0.021245011880142276, | |
| 0.021106523426088656, | |
| 0.020828304256645728, | |
| 0.020707898584483558, | |
| 0.020537163922599782, | |
| 0.02048923976086192, | |
| 0.02047333786358534, | |
| 0.019719694865168207, | |
| 0.019702392065004973, | |
| 0.019407585608536948, | |
| 0.01933346140973275, | |
| 0.018653511413382933, | |
| 0.018645950319215142, | |
| 0.0184033790736197, | |
| 0.017893726348541653, | |
| 0.017146753227881603, | |
| 0.016934470786862124, | |
| 0.016718941032956153, | |
| 0.016429728461939682, | |
| 0.01639524314097886, | |
| 0.01636347486856117, | |
| 0.016258290386857353, | |
| 0.0161659060677066, | |
| 0.015656934328658764, | |
| 0.015492318427816697, | |
| 0.015451496988912374, | |
| 0.015365148881026629, | |
| 0.015210266137702664, | |
| 0.015201075915233005, | |
| 0.01514540341449056, | |
| 0.015031802566604618, | |
| 0.014912819177397719, | |
| 0.014823488236505386, | |
| 0.014685474392094241, | |
| 0.014555274117954521, | |
| 0.013835543982740965, | |
| 0.013739298425044412, | |
| 0.013489556511045823, | |
| 0.013119040016782916, | |
| 0.012823430303918908, | |
| 0.012630049700983572, | |
| 0.012575763093808971, | |
| 0.012215093341455768, | |
| 0.011689929873902702, | |
| 0.011276124919687573, | |
| 0.011275536760225947, | |
| 0.011260115011924879, | |
| 0.011080857970377042, | |
| 0.01094679484121578, | |
| 0.010814164884726519, | |
| 0.010775514059707484, | |
| 0.010433890730454854, | |
| 0.010226669101664755, | |
| 0.010203659261362482, | |
| 0.01016004595958215, | |
| 0.01014012339879599, | |
| 0.010012791449057869, | |
| 0.010007543030680936, | |
| 0.00998205669683644, | |
| 0.00968477777545734, | |
| 0.009510530570848053, | |
| 0.009394081765864822, | |
| 0.00896012721597947, | |
| 0.008922296996650137, | |
| 0.008879062778038167, | |
| 0.008188367307060105, | |
| 0.008099509688667267, | |
| 0.007382353734799273, | |
| 0.0068055166220690345, | |
| 0.0067330691386880736, | |
| 0.006710617468735725, | |
| 0.006426538414135989, | |
| 0.0063770150614199045, | |
| 0.006299203150960746, | |
| 0.006200325470059145, | |
| 0.006103053620639407, | |
| 0.006034725837571322, | |
| 0.006028998215734397, | |
| 0.005643521582827398, | |
| 0.005608957815181874, | |
| 0.005444353575721945, | |
| 0.005305459215665976, | |
| 0.0051606423760086435, | |
| 0.005055966861722986, | |
| 0.004832042684535971, | |
| 0.004800373593363381, | |
| 0.0047076056657842525, | |
| 0.004689935101299, | |
| 0.004660013167266839, | |
| 0.004654995719750503, | |
| 0.004630302012616701, | |
| 0.004541819226712135, | |
| 0.004514067601982702, | |
| 0.004371644941244417, | |
| 0.004185834204716629, | |
| 0.0040864977490091756, | |
| 0.0040582418482850435, | |
| 0.0036592581051707895, | |
| 0.0035418404892940646, | |
| 0.0035204356863998295, | |
| 0.0034366443128583998, | |
| 0.0033649990039056805, | |
| 0.0033032432112448757, | |
| 0.00313123138735081, | |
| 0.0030341050423287295, | |
| 0.0027978454372254305, | |
| 0.002733489069070739, | |
| 0.002721244536502036, | |
| 0.002617728240370642, | |
| 0.0025306297196057113, | |
| 0.002520949756393779, | |
| 0.0025148550992033667, | |
| 0.0024588340728063907, | |
| 0.002300668701846515, | |
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| 8.527611253928747e-05, | |
| 6.39391339871383e-05, | |
| 2.9919659634062615e-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 | |
| } | |
| } | |
| } |