| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ACE2", | |
| "ACOT2", | |
| "ADAMTS1", | |
| "AACS", | |
| "ANO4", | |
| "ABCB9", | |
| "ABCA1", | |
| "ABHD16A", | |
| "ARHGAP6", | |
| "GSTM5", | |
| "BCORP1", | |
| "AMACR", | |
| "AKR7L", | |
| "LINC00115", | |
| "ATP5MK", | |
| "ACBD7", | |
| "CENPV", | |
| "ATPAF1", | |
| "ADAMTS9", | |
| "ADAD2", | |
| "GPC6", | |
| "AAGAB", | |
| "ADGB", | |
| "NPNT", | |
| "ADI1", | |
| "B3GALT2", | |
| "AAA1", | |
| "ADRA1A", | |
| "C9orf50", | |
| "ACTRT1", | |
| "CETN2", | |
| "BAAT", | |
| "ADGRG4", | |
| "ACY3", | |
| "ANO2", | |
| "CA5BP1", | |
| "ANTXRL", | |
| "CDY1", | |
| "CHRM5", | |
| "ANKRD20A18P", | |
| "FAM201A", | |
| "NFIB", | |
| "ATRX", | |
| "ATP6V1D", | |
| "AQP7P2", | |
| "CYP11B2", | |
| "ACOT12", | |
| "ACOT1", | |
| "CNBP", | |
| "ALG6", | |
| "ADGRE2", | |
| "AADACL3", | |
| "ADAM3A", | |
| "APOM", | |
| "ADAM9", | |
| "ABLIM2", | |
| "ACRBP", | |
| "GUSBP14", | |
| "GNB5", | |
| "B3GNT2", | |
| "GRM8", | |
| "BUD23", | |
| "CDH6", | |
| "ANAPC10", | |
| "INTS9", | |
| "ANKRD45", | |
| "TMEM97", | |
| "ADAM8", | |
| "AGRP", | |
| "APCS", | |
| "BNIP3", | |
| "FER1L6-AS2", | |
| "CCR5", | |
| "C1orf122", | |
| "AP5S1", | |
| "PWRN1", | |
| "FAM178B", | |
| "MYL12B", | |
| "AP2S1", | |
| "GMCL2", | |
| "ATP5MC1", | |
| "CLCN3", | |
| "VN1R10P", | |
| "DEF6", | |
| "BBC3", | |
| "ANO1", | |
| "ALDH3A2", | |
| "AP1G1", | |
| "GPR107", | |
| "ARHGAP24", | |
| "HCG4", | |
| "CD24", | |
| "GAR1", | |
| "ABO", | |
| "DKK3", | |
| "MORC2-AS1", | |
| "CASP12", | |
| "C3orf18", | |
| "CCDC32", | |
| "CMYA5", | |
| "AKAP1", | |
| "LRP4", | |
| "MBD3L2", | |
| "ACTG2", | |
| "C16orf46", | |
| "ZFYVE21", | |
| "ADM", | |
| "ATP6V1A", | |
| "NAT9", | |
| "ABRACL", | |
| "GZMB", | |
| "CCDC28A", | |
| "CD209", | |
| "CFAP68", | |
| "ABCG1", | |
| "ACTR3C", | |
| "DMRT2", | |
| "BMP6", | |
| "ABRA", | |
| "ARL16", | |
| "CLUAP1", | |
| "EFCAB12", | |
| "APOD", | |
| "BICDL1", | |
| "FAM81A", | |
| "BLVRB", | |
| "RPL31P11", | |
| "CDY2B", | |
| "ADAMTSL4-AS1", | |
| "NUDT16", | |
| "BPHL", | |
| "AIF1L", | |
| "MIR197", | |
| "RAB6C", | |
| "PCDHB11", | |
| "ABHD12", | |
| "PRSS58", | |
| "BMAL1", | |
| "ARL2", | |
| "FNDC4", | |
| "CT47A1", | |
| "CENPI", | |
| "ASB12", | |
| "LCORL", | |
| "CDS2", | |
| "MIR507", | |
| "ARF4", | |
| "ACTN2", | |
| "ANGEL2", | |
| "TDRG1", | |
| "ARHGEF11", | |
| "PROK2", | |
| "GPR4", | |
| "ARR3", | |
| "ADCY7", | |
| "BAGE2", | |
| "LAMP3", | |
| "LMO7", | |
| "ATG4A", | |
| "PTPN1", | |
| "ARL15", | |
| "AMZ2", | |
| "ARMH4", | |
| "AP3B2", | |
| "ZNF295-AS1", | |
| "AQP12A", | |
| "ABI1", | |
| "COQ10B", | |
| "KRT19", | |
| "ABT1", | |
| "ADAMTS2", | |
| "MIR1261", | |
| "ABCA6", | |
| "CERS3", | |
| "ANK3", | |
| "EVPL", | |
| "CHD2", | |
| "PCDHB9", | |
| "MIR146A", | |
| "CR1", | |
| "BOLA2B", | |
| "ERAP1", | |
| "FAM167B", | |
| "CUBN", | |
| "APOL1", | |
| "CMTM8", | |
| "AQP9", | |
| "CCNQP1", | |
| "CACNA2D1", | |
| "ARL6IP1", | |
| "DNASE1L3", | |
| "CCHCR1", | |
| "ENPP5", | |
| "CPLANE1", | |
| "FLYWCH1", | |
| "ATP10B", | |
| "ZNF510", | |
| "MED18", | |
| "ANKRD37", | |
| "MAGEA4", | |
| "ACSS3", | |
| "ALPL", | |
| "LMO1", | |
| "ATP5F1D", | |
| "ALKBH2", | |
| "ATP2B4", | |
| "ATP8B1", | |
| "ASB9", | |
| "ADAM2", | |
| "DDX17", | |
| "CDH11", | |
| "A4GNT", | |
| "EGFL8", | |
| "BMPR1A", | |
| "FBXO47", | |
| "CLDN22", | |
| "ANKRD30BP2", | |
| "CAMK2G", | |
| "AKR1C2", | |
| "PCDHB12", | |
| "FTH1P8", | |
| "MIR548F5", | |
| "NR2F2", | |
| "MESD", | |
| "B9D2", | |
| "ANKRD49", | |
| "ADGRD1", | |
| "ARL13B", | |
| "CC2D1B", | |
| "FECH", | |
| "TRIM63", | |
| "ACAT2", | |
| "ARMH3", | |
| "SFTA1P", | |
| "BRCA1", | |
| "ACTL6B", | |
| "PCYT1A", | |
| "MIR1-1HG", | |
| "OTUB2", | |
| "SUSD3", | |
| "GALNT4", | |
| "CFAP54", | |
| "CIBAR2", | |
| "SNORD59B", | |
| "EVI2A", | |
| "FHOD3", | |
| "FAXC", | |
| "PDCD6", | |
| "IMMT", | |
| "NDUFA2", | |
| "APOO", | |
| "BMPR1B", | |
| "FRAS1", | |
| "ACYP1", | |
| "SHISAL2B", | |
| "H4C5", | |
| "MIR106B", | |
| "CLEC16A", | |
| "MIR548N", | |
| "ALOX12", | |
| "EXT2", | |
| "PRAMEF1", | |
| "LIPG", | |
| "ASIC4", | |
| "L2HGDH", | |
| "ATP5PB", | |
| "BMP8A", | |
| "ABR", | |
| "DRC3", | |
| "CANT1", | |
| "AADAC", | |
| "ADPRHL1", | |
| "FZD3", | |
| "PPIL1", | |
| "BBX", | |
| "ALPK3", | |
| "RMDN1", | |
| "ARHGAP31", | |
| "OMG", | |
| "ATP6V1C2", | |
| "MGAT2", | |
| "ABAT", | |
| "GRINA", | |
| "MORC4", | |
| "KCTD10", | |
| "PRSS33", | |
| "F2RL3", | |
| "ASMTL", | |
| "ADRA2C", | |
| "MIR550A2", | |
| "CMBL", | |
| "DCP1A", | |
| "NUTM1", | |
| "SUPT5H", | |
| "OVCH2", | |
| "BEX2", | |
| "COQ5", | |
| "CTIF", | |
| "TMED6", | |
| "ZBTB34", | |
| "LMAN1L", | |
| "FAS", | |
| "CDH23", | |
| "CACNA1E", | |
| "CCL22", | |
| "FUCA1", | |
| "ARHGAP40", | |
| "CALHM6", | |
| "AVPI1", | |
| "NAPEPLD", | |
| "APP", | |
| "CAPN8", | |
| "DOLK", | |
| "CD177", | |
| "FADD", | |
| "AIPL1", | |
| "TMEM170B", | |
| "FOLR3", | |
| "GPR137B", | |
| "MIR224", | |
| "MIR1249", | |
| "TRIM43", | |
| "CFAP161", | |
| "FOXQ1", | |
| "OR10A5", | |
| "ABCB5", | |
| "COL5A2", | |
| "ALKAL1", | |
| "ATP5PD", | |
| "AKR1B15", | |
| "BTG1" | |
| ], | |
| "Coefficient": [ | |
| 0.06494483470809505, | |
| 0.04307855837544829, | |
| 0.03578510907417231, | |
| 0.035245693729687694, | |
| 0.033850512224269526, | |
| -0.03381917642200562, | |
| -0.032607706242892866, | |
| 0.030871318673090536, | |
| 0.029821472443609255, | |
| 0.02674597263192791, | |
| -0.026645488108663372, | |
| 0.026444131828478164, | |
| -0.02596963741225501, | |
| 0.025340755520330077, | |
| 0.02494917519268859, | |
| -0.024714755437270072, | |
| 0.024256021625581107, | |
| -0.024148983984772443, | |
| 0.022167653586235722, | |
| 0.021191769193960742, | |
| 0.021059550781523297, | |
| 0.020808436742457068, | |
| 0.020799512439421852, | |
| 0.02015475722602856, | |
| -0.019676520022623833, | |
| 0.019592332754469522, | |
| -0.019544620525192458, | |
| -0.01943868599581837, | |
| -0.019219141403292426, | |
| 0.01900424728172723, | |
| -0.01885033291802868, | |
| -0.01861048434429461, | |
| 0.01824956256090942, | |
| -0.018027214631079282, | |
| 0.017735284332250353, | |
| 0.016308158830988302, | |
| 0.016296696177375634, | |
| -0.016218663722209987, | |
| -0.016146683337384032, | |
| -0.01601595577813556, | |
| 0.015771605840589852, | |
| 0.015215158585532865, | |
| 0.015182360314655072, | |
| -0.014716440516611045, | |
| 0.014312392347325224, | |
| -0.013203790986614995, | |
| -0.013174250533230474, | |
| -0.013123777483847066, | |
| -0.013072273717884508, | |
| -0.01300865372544065, | |
| 0.012934351854482797, | |
| -0.012657898060468822, | |
| 0.012656825059624257, | |
| -0.012450041394880268, | |
| 0.012400488762984383, | |
| -0.012388039521999118, | |
| -0.012370830845633613, | |
| 0.011956049671601974, | |
| 0.011614067591208355, | |
| 0.011045922260770405, | |
| 0.010970135855885183, | |
| -0.01048834762763456, | |
| 0.010466813209414314, | |
| 0.010226343272736022, | |
| 0.010219451866939275, | |
| -0.009790593484124218, | |
| 0.009623627112711716, | |
| 0.00959145627282721, | |
| 0.009560041574276243, | |
| -0.009332934549539028, | |
| 0.009094703798058207, | |
| -0.00883566490687792, | |
| -0.008760793568963976, | |
| 0.008664147027239982, | |
| -0.008584725788839537, | |
| 0.008573433190937488, | |
| -0.008546959255769667, | |
| 0.008416221335858507, | |
| -0.008170480155992107, | |
| 0.008130527817428254, | |
| -0.008129162901264239, | |
| -0.008028243482167755, | |
| 0.007971941923716988, | |
| -0.007885636856058939, | |
| -0.007781855730332164, | |
| 0.007746224239204267, | |
| 0.007650642953995947, | |
| 0.007601924256778246, | |
| -0.007594031745569025, | |
| -0.0075926218662741365, | |
| 0.007486486988729484, | |
| -0.007410826593501498, | |
| -0.007227733117819062, | |
| -0.007138689950510684, | |
| -0.007005199943804053, | |
| -0.006949512590045807, | |
| 0.006915761356749649, | |
| 0.006772049451491292, | |
| 0.006628498608994773, | |
| -0.006583531640538027, | |
| -0.0065722952885891965, | |
| 0.0063138422314074375, | |
| -0.006287455776793312, | |
| 0.00623791519577358, | |
| 0.006160823794252325, | |
| -0.005961639145787978, | |
| -0.005946722887019764, | |
| -0.005934188550015661, | |
| -0.005928893910030889, | |
| 0.005813505579654277, | |
| 0.005766412578740417, | |
| 0.005617454245543336, | |
| 0.005593748284279518, | |
| -0.005526369534983646, | |
| -0.005484065864629977, | |
| -0.005407831676972407, | |
| 0.005329849951077496, | |
| 0.00523481793559053, | |
| 0.005016383931166339, | |
| 0.004951520085748298, | |
| -0.0049460148800144115, | |
| -0.004895257902576201, | |
| 0.004881308672083049, | |
| 0.004866898765872253, | |
| 0.004864425167403296, | |
| -0.004795130815713046, | |
| -0.004784177414766187, | |
| -0.004747137696807951, | |
| -0.004734152777423611, | |
| 0.0046870222250384565, | |
| 0.004322493279843619, | |
| 0.004171373829147224, | |
| 0.0040807317507363374, | |
| 0.004062193433447872, | |
| 0.004050730996014772, | |
| -0.004026614059583459, | |
| 0.004023684423108249, | |
| 0.00399675210459495, | |
| 0.003980732641168192, | |
| -0.0038744121223697526, | |
| 0.0038725901786697235, | |
| 0.0038489550679307464, | |
| 0.0038241410213298147, | |
| 0.0037771816860924265, | |
| -0.0037487211525953626, | |
| 0.0036255072250233455, | |
| -0.0036222608200156487, | |
| 0.0035053580203999184, | |
| 0.0035001227669692546, | |
| -0.003473493007770571, | |
| -0.0034517620511567435, | |
| 0.0034184038188853757, | |
| 0.003336713901969155, | |
| 0.003319604464143404, | |
| 0.003317453867627906, | |
| 0.0032775289037346687, | |
| -0.0032374147311709732, | |
| 0.0032358365182256757, | |
| 0.003228012664287841, | |
| -0.003150860710137704, | |
| 0.0031043745962752766, | |
| 0.0030655162477381246, | |
| -0.0030415212974692274, | |
| -0.003027585814350215, | |
| -0.003018179401256391, | |
| 0.0029840268441688068, | |
| 0.0029509546577310003, | |
| -0.0029488967728106756, | |
| 0.002927347204939767, | |
| 0.002841043512542413, | |
| 0.002833308326037145, | |
| 0.002827602165663115, | |
| -0.0028174785608225256, | |
| -0.0027972933493720454, | |
| 0.0027732137580106335, | |
| 0.002734198305115781, | |
| 0.0026939320727750794, | |
| 0.0026852313041695395, | |
| -0.0026807389341792524, | |
| 0.002670102663037887, | |
| -0.0024876947829041017, | |
| -0.002455991492034148, | |
| 0.0024241208929202825, | |
| 0.0024132503863823858, | |
| -0.0023981798582496596, | |
| 0.002344174510503903, | |
| 0.0022980373728077918, | |
| 0.0022891183832310542, | |
| 0.0022873991350172668, | |
| -0.0022327429409510864, | |
| 0.002230016044094528, | |
| 0.0021993136327140444, | |
| -0.002184991875954597, | |
| 0.002140439459813597, | |
| -0.002121740535076606, | |
| 0.0021194536445419696, | |
| -0.00209713870381885, | |
| -0.001986193365521141, | |
| -0.0019790487364832483, | |
| 0.0019759070737628464, | |
| 0.001905659049701303, | |
| 0.0018922258663840808, | |
| -0.0018607962020615128, | |
| 0.0018293673151351868, | |
| -0.0018264511526143192, | |
| 0.0018177421280630255, | |
| 0.0017834666484064727, | |
| 0.0017699153086576946, | |
| -0.0017595135915866723, | |
| 0.001658303903608633, | |
| -0.0016523930802819075, | |
| 0.001649387268479058, | |
| 0.0016477815742912977, | |
| -0.0016394283759201688, | |
| -0.001601826233839978, | |
| 0.0015871577780194827, | |
| 0.001584222985413729, | |
| 0.0015645226454328574, | |
| 0.001552216874524874, | |
| 0.0015142139720733395, | |
| 0.0014888964625205678, | |
| 0.0014641108898842624, | |
| 0.0014481434361796584, | |
| -0.001378514759634939, | |
| -0.0013720096570312105, | |
| 0.0013420589225802998, | |
| 0.001333129381416985, | |
| -0.0012947424906558937, | |
| -0.0012798649242321957, | |
| 0.001272536027860221, | |
| 0.00123803126180305, | |
| 0.001146171565297092, | |
| -0.0011442968669962902, | |
| -0.0011374344186652822, | |
| -0.0011173161406208055, | |
| -0.0010987534749688007, | |
| 0.0010941776388009572, | |
| -0.0010817930349198296, | |
| 0.0010728391953112597, | |
| -0.001054506266417118, | |
| -0.0010426609608963529, | |
| -0.0010221545636872077, | |
| -0.0010152183438997687, | |
| 0.0009141754901315993, | |
| 0.0009091583276679612, | |
| -0.0008963571059420137, | |
| 0.0008826478628339889, | |
| -0.0008618086623605027, | |
| -0.0008604776282686842, | |
| -0.0008531670946400049, | |
| -0.0008481196411827005, | |
| -0.0008233848936369929, | |
| 0.0008084072986143552, | |
| 0.0007953678796897378, | |
| -0.0007874513535888016, | |
| -0.0007533781399070917, | |
| -0.0007347536123926134, | |
| 0.0007236582436527738, | |
| 0.0007170172040804983, | |
| -0.0007013174543459114, | |
| -0.0006730099234165598, | |
| 0.0006688287194982689, | |
| -0.0006526453263812223, | |
| 0.000610643268199286, | |
| 0.000607545701506226, | |
| 0.0005653943904987794, | |
| -0.0005190563803244662, | |
| -0.0005135833950873921, | |
| -0.0004931857238650623, | |
| 0.000491805167678647, | |
| -0.0004905058784882785, | |
| 0.00047652298514155384, | |
| 0.00047411224213056175, | |
| -0.00045031123708853663, | |
| 0.0004354833973446542, | |
| -0.0004246060746276741, | |
| 0.0004013916552065859, | |
| -0.00038979947444861134, | |
| 0.0003835175757375296, | |
| -0.0003781132674108429, | |
| -0.00035914218943102426, | |
| -0.000345479154401807, | |
| -0.00033462120636383103, | |
| 0.00033423775286532957, | |
| -0.00032626719652670066, | |
| -0.00032618991614437185, | |
| -0.0003065350803552673, | |
| -0.000291310377718422, | |
| 0.00027921935420932456, | |
| -0.0002673276477140969, | |
| -0.00026629916469365846, | |
| 0.0002330335881293327, | |
| -0.00022757987409865256, | |
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| "Absolute Coefficient": [ | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 87.61904761904762, | |
| "precision": 88.84615384615384, | |
| "recall": 90.38996297819827, | |
| "f1": 89.38981018981019 | |
| }, | |
| "selection": { | |
| "precision": 5.677870049563888, | |
| "recall": 1.74653887113951, | |
| "f1": 2.6705196660375505, | |
| "jaccard": 1.3535266748364663 | |
| } | |
| } | |
| } |