| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "RASL10A", | |
| "TAMALIN-AS1", | |
| "RANGAP1", | |
| "ODAPH", | |
| "PPEF1", | |
| "DHRS2", | |
| "NEUROG3", | |
| "GHRHR", | |
| "TBX5", | |
| "PCOLCE-AS1", | |
| "ATP6V1G2", | |
| "PPP4R4", | |
| "FOXS1", | |
| "OR11A1", | |
| "MGC2889", | |
| "BNIPL", | |
| "IZUMO2", | |
| "TRHR", | |
| "PNMA8B", | |
| "FAM215A", | |
| "SPRY2", | |
| "CSN3", | |
| "EQTN", | |
| "LEPR", | |
| "CARD18", | |
| "TMCO5B", | |
| "A4GALT", | |
| "USP29", | |
| "NALCN", | |
| "KRT32", | |
| "PPIEL", | |
| "SZT2", | |
| "KCNV2", | |
| "PNMA6A", | |
| "FBXL9P", | |
| "MEG9", | |
| "THEM5", | |
| "CDH9", | |
| "GTF2F2", | |
| "ZNF366", | |
| "CNR2", | |
| "RNF212B", | |
| "KRT24", | |
| "PKD2L2", | |
| "OR1C1", | |
| "FZD9", | |
| "KCNA4", | |
| "DENND10", | |
| "TSSK6", | |
| "HCN1", | |
| "PLCD3", | |
| "SPACA7", | |
| "PAX2", | |
| "GDNF", | |
| "GUSBP5", | |
| "GLRA2", | |
| "UBASH3B", | |
| "TP53TG5", | |
| "ARHGAP39", | |
| "SLC35G3", | |
| "PCDHB18P", | |
| "JAKMIP1", | |
| "DAOA-AS1", | |
| "ZYG11B", | |
| "ABHD1", | |
| "PLA2G1B", | |
| "SPATA25", | |
| "WDR97", | |
| "DIRC1", | |
| "SSMEM1", | |
| "SOHLH2", | |
| "MEF2C-AS1", | |
| "TRIM71", | |
| "TANGO6", | |
| "LEMD1", | |
| "GSX2", | |
| "ZSWIM2", | |
| "CSH1", | |
| "ADCY1", | |
| "CFAP206", | |
| "PROX2", | |
| "LMO1", | |
| "GALNT18", | |
| "SAXO5", | |
| "RNF152", | |
| "AP5B1", | |
| "SPRY4", | |
| "FAM241B", | |
| "GRK6", | |
| "CCN6", | |
| "ZNF544", | |
| "KLHDC8A", | |
| "NT5C1A", | |
| "TLCD5", | |
| "SLC30A2", | |
| "DEFB126", | |
| "FUT1", | |
| "IFNA1", | |
| "HECW1-IT1", | |
| "OR2A4", | |
| "ADGRD1", | |
| "RPS10P7", | |
| "OR51B5", | |
| "KRTAP1-5", | |
| "CFAP95", | |
| "AHRR", | |
| "TRPC3", | |
| "DLX6", | |
| "OLAH", | |
| "GABRA4", | |
| "WWTR1-AS1", | |
| "DBIL5P", | |
| "CEP131", | |
| "ACSM5", | |
| "GINS4", | |
| "H4C13", | |
| "PDZD9", | |
| "PTH2R", | |
| "ANP32D", | |
| "MIR34A", | |
| "LIPJ", | |
| "KCTD4", | |
| "CIMIP4", | |
| "GPR75", | |
| "MPIG6B", | |
| "GJD2", | |
| "NBR2", | |
| "TAAR9", | |
| "LINC02909", | |
| "APLN", | |
| "ZAN", | |
| "RHOV", | |
| "IMPG2", | |
| "CDY1", | |
| "SLX9", | |
| "CHRNE", | |
| "NFYC-AS1", | |
| "CARF", | |
| "ATP13A5", | |
| "TEX22", | |
| "DGCR6L", | |
| "TMCO5A", | |
| "FREY1", | |
| "LIPI", | |
| "GNA14-AS1", | |
| "CCDC168", | |
| "UGT2B15", | |
| "FAM9C", | |
| "PTPRG-AS1", | |
| "ZC3H6", | |
| "LHFPL4", | |
| "IBA57-DT", | |
| "FGFRL1", | |
| "PLPPR1", | |
| "CAPN10", | |
| "CIMIP2A", | |
| "PPM1N", | |
| "MAGEB4", | |
| "OR10H3", | |
| "RFPL1S", | |
| "PDX1", | |
| "CLRN1", | |
| "DGCR11", | |
| "RNF185-AS1", | |
| "PTPRT", | |
| "ITPR1-DT", | |
| "LENG9", | |
| "DYNLT5", | |
| "PAX9", | |
| "LIM2", | |
| "ZPBP2", | |
| "FAM53A", | |
| "CALHM1", | |
| "CCDC26", | |
| "WFIKKN2", | |
| "TAF1L", | |
| "CYP24A1", | |
| "TSPAN15", | |
| "SIM2", | |
| "ZNF208", | |
| "ZNF334", | |
| "SPATS1", | |
| "NTRK3-AS1", | |
| "CCDC148", | |
| "NRG1", | |
| "LAIR2", | |
| "GLB1L3", | |
| "CCDC42", | |
| "MAPK8IP2", | |
| "ZMYND12", | |
| "SPAG8", | |
| "BEX5", | |
| "ATP6V1E1", | |
| "ROR1-AS1", | |
| "SLC25A21", | |
| "SLC12A5", | |
| "CATR1", | |
| "PYCARD-AS1", | |
| "CCDC185", | |
| "CDNF", | |
| "CRX", | |
| "DEFB108B", | |
| "SSTR4", | |
| "DCAF4L2", | |
| "ZNF257", | |
| "NPIPB15", | |
| "TARDBP", | |
| "ADAD2", | |
| "FAM66D", | |
| "MAGEA11", | |
| "C12orf54", | |
| "MAPKAP1", | |
| "SLC6A5", | |
| "CD300C", | |
| "UBAP1L", | |
| "LAMB2P1", | |
| "IQCD", | |
| "IL17A", | |
| "DCDC2", | |
| "SLC38A4", | |
| "HERC6", | |
| "OR7A10", | |
| "TOE1", | |
| "PGLYRP2", | |
| "MPP4", | |
| "XRRA1", | |
| "OR8B8", | |
| "FAM230B", | |
| "KCNK13", | |
| "IL25", | |
| "UCP3", | |
| "KRTAP8-1", | |
| "TBRG4", | |
| "PLAC8L1", | |
| "HTR7", | |
| "ITGA2B", | |
| "PNRC1", | |
| "AXIN1", | |
| "LIPC", | |
| "REDIC1", | |
| "CLN5", | |
| "MRNIP", | |
| "TAS2R10", | |
| "CETN1", | |
| "NAV2-AS5", | |
| "PCDHAC2", | |
| "CNTD1", | |
| "CRY1", | |
| "KRTAP9-9", | |
| "OPN1SW", | |
| "DMRT2", | |
| "PLEKHG7", | |
| "GABRB1", | |
| "H2BC13", | |
| "MAGEE2", | |
| "GPR135", | |
| "HAGLROS", | |
| "SMG7-AS1", | |
| "STX1B", | |
| "MS4A5", | |
| "NOG", | |
| "ADAM2", | |
| "GBX2", | |
| "OR5P3", | |
| "TSPEAR-AS2", | |
| "OR51I2", | |
| "NSUN4", | |
| "CRPPA-AS1", | |
| "ANKRD33B", | |
| "CACNA2D2", | |
| "DEUP1", | |
| "ZNF683", | |
| "C8orf48", | |
| "DLEU7-AS1", | |
| "IFNA14", | |
| "KCNH3", | |
| "HMX1", | |
| "AACSP1", | |
| "GALR1", | |
| "PCDHGA9", | |
| "NTN5", | |
| "LINC01587", | |
| "FRRS1", | |
| "CRELD1", | |
| "CT83", | |
| "FGF4", | |
| "POU4F3", | |
| "KRTAP5-9", | |
| "WIF1", | |
| "PTTG2", | |
| "EGFEM1P", | |
| "CSN1S1", | |
| "PAX1", | |
| "PIEZO2", | |
| "CYREN", | |
| "AGER", | |
| "ANKUB1", | |
| "TTC23L", | |
| "TMEM79", | |
| "TBC1D21", | |
| "GPR61", | |
| "CRCT1", | |
| "FGF14-IT1", | |
| "RBFADN", | |
| "KLHL11", | |
| "NRSN1", | |
| "NUP210L", | |
| "AMBN", | |
| "NXNL2", | |
| "TMEM232", | |
| "SFTA3", | |
| "KLF1", | |
| "CARS1-AS1", | |
| "SNTN", | |
| "MAMDC2-AS1", | |
| "NDRG4", | |
| "ZNF71", | |
| "AURKC", | |
| "ZMYND10", | |
| "IQCF4P", | |
| "WBP2NL", | |
| "MUTYH", | |
| "CYLC1", | |
| "NLRP4", | |
| "MT3", | |
| "XCR1", | |
| "C9orf50", | |
| "LINC02870", | |
| "IMPG1", | |
| "PSG11", | |
| "LINC01600", | |
| "SLIT1", | |
| "HMBOX1", | |
| "TMLHE", | |
| "APOA2", | |
| "OOSP2", | |
| "ZNF26", | |
| "GGN", | |
| "ITGBL1", | |
| "CDKAL1", | |
| "FGB", | |
| "ARHGAP36", | |
| "SP3P", | |
| "POLR1HASP", | |
| "SLC32A1", | |
| "COMMD5", | |
| "GOLGA6L2", | |
| "POU3F3", | |
| "CNPY1", | |
| "BACE1", | |
| "KCNRG", | |
| "SPX", | |
| "OR1D2", | |
| "METTL21C", | |
| "DLGAP1", | |
| "PLGLB2", | |
| "WHRN", | |
| "KCNMB3", | |
| "IZUMO1", | |
| "KEL", | |
| "FSIP1", | |
| "LINC02905", | |
| "MYOZ1", | |
| "SRPK3", | |
| "FOXJ1", | |
| "LOXHD1", | |
| "CT55", | |
| "C14orf180", | |
| "CCDC70", | |
| "ATP1B4", | |
| "HAL", | |
| "VENTXP1", | |
| "PKN3", | |
| "ZNF543", | |
| "BEST2", | |
| "SLC7A13", | |
| "TKTL1", | |
| "SETD1A", | |
| "CBX3P2", | |
| "TMEM235", | |
| "LINC01590", | |
| "CACNB3", | |
| "CFAP20DC", | |
| "KCNA6", | |
| "PIGM", | |
| "CLEC4G", | |
| "HARBI1", | |
| "C10orf55", | |
| "ABCB9", | |
| "IKBKG", | |
| "VENTX", | |
| "TAAR3P", | |
| "CPLX3", | |
| "INSYN2A", | |
| "RHBDL2", | |
| "CFAP161", | |
| "NKAIN2", | |
| "TMEM108", | |
| "STAB2", | |
| "FGF11", | |
| "FIGLA", | |
| "CCDC78", | |
| "NDST3", | |
| "LINC02209", | |
| "ATXN3L", | |
| "KRT37", | |
| "FAM131B", | |
| "ZFR2", | |
| "GABRG2", | |
| "ZNF718", | |
| "SPMAP2", | |
| "OR10J1", | |
| "ASB12", | |
| "PLA2G2F", | |
| "CCNA1", | |
| "NXF5", | |
| "ACSBG1", | |
| "IQGAP3", | |
| "FAM83C-AS1", | |
| "FGG", | |
| "CNTNAP3", | |
| "ZNF17", | |
| "DIO2-AS1", | |
| "PRTG", | |
| "RTP1", | |
| "HTN3", | |
| "FRRS1L", | |
| "ARPP21", | |
| "TMEM198", | |
| "SH3GL1P1", | |
| "CCDC17", | |
| "FLVCR1-DT", | |
| "RETN", | |
| "PRR3", | |
| "EN1", | |
| "SYCP2L", | |
| "HYPK", | |
| "PATE2", | |
| "CLCNKB", | |
| "GDF5", | |
| "HMHB1", | |
| "RFPL1", | |
| "ATRNL1", | |
| "IGHMBP2", | |
| "TRIM50", | |
| "PTCH2", | |
| "FAM230C", | |
| "C4orf17", | |
| "GSTT2", | |
| "GNB1L", | |
| "CC2D2B", | |
| "SNUPN", | |
| "IFNB1", | |
| "CHAC1", | |
| "C2CD6", | |
| "RAD51D", | |
| "CDH16", | |
| "SPHKAP", | |
| "CBY3", | |
| "KCNJ5-AS1", | |
| "HERC2P3" | |
| ], | |
| "Coefficient": [ | |
| -2.365357545910267, | |
| 2.0281233066130055, | |
| -1.9471816405449227, | |
| 1.8743185091648402, | |
| 1.8721493341348387, | |
| 1.7891569289641882, | |
| -1.6702767288399476, | |
| 1.639893992885872, | |
| 1.6254643340187178, | |
| -1.6245608108943452, | |
| -1.6027329420081924, | |
| 1.5832663121118389, | |
| -1.5639612772663631, | |
| 1.5348097608206803, | |
| 1.5314694138889564, | |
| -1.5038591887294104, | |
| -1.493765124438025, | |
| -1.4691185004233205, | |
| 1.4411667797147316, | |
| 1.4106717301632934, | |
| -1.4102140249608164, | |
| -1.4086228453844931, | |
| 1.4035854373136223, | |
| 1.371958815490125, | |
| -1.3714361679889173, | |
| -1.3599572273491871, | |
| -1.3479671738153312, | |
| -1.3208309656809782, | |
| 1.3035640731579883, | |
| -1.2379372531936936, | |
| -1.2315552418317237, | |
| 1.2312245445480314, | |
| -1.2181319474723136, | |
| 1.207268500102851, | |
| -1.1951988415830588, | |
| 1.1897296185330917, | |
| -1.1652885848491503, | |
| 1.1627167331243098, | |
| 1.1410853579148335, | |
| -1.1294742910562596, | |
| 1.1232187227195332, | |
| 1.1196315154822376, | |
| -1.11182199548633, | |
| 1.1061737665797136, | |
| 1.1004648884137165, | |
| -1.0896074156980946, | |
| 1.0794704171285898, | |
| -1.078882173196326, | |
| 1.078421750876425, | |
| 1.0299063069434347, | |
| 1.0286767963611985, | |
| 1.0281937092841025, | |
| 1.0242226986382161, | |
| -1.017717323535064, | |
| -0.9885508709873495, | |
| -0.9743047195019847, | |
| -0.9726866164549703, | |
| 0.9703204390489264, | |
| 0.9598310041873007, | |
| 0.9562360670867296, | |
| 0.9479724494123761, | |
| 0.944010456526605, | |
| -0.9382228080580829, | |
| -0.9235106912507882, | |
| -0.920844847888683, | |
| -0.9173963527742919, | |
| -0.9117985239697111, | |
| -0.9013465029025797, | |
| -0.8797024122264852, | |
| 0.8724338657075013, | |
| -0.8688089689381684, | |
| 0.8595130924433679, | |
| -0.8521431115708085, | |
| 0.8510521485563048, | |
| -0.8503433765918725, | |
| 0.8397520935741464, | |
| 0.8377026517645343, | |
| 0.8353805175503423, | |
| 0.8335432044928184, | |
| -0.8279360849130143, | |
| -0.8167064056799881, | |
| 0.8132870772101687, | |
| 0.8052193575500954, | |
| 0.7937735689603104, | |
| -0.7892320382491691, | |
| 0.7827495892629066, | |
| -0.7780754264493088, | |
| -0.7704306450098586, | |
| -0.7630264817004571, | |
| -0.7550246867959401, | |
| -0.7520143542961347, | |
| -0.750364902444501, | |
| 0.7442201283658674, | |
| -0.7440556873234384, | |
| -0.742417885442132, | |
| 0.7416331664592922, | |
| 0.7367459881487548, | |
| -0.7261491575913972, | |
| -0.7202356014700133, | |
| 0.7056420505832246, | |
| 0.6948770277800619, | |
| -0.6915650230487118, | |
| 0.6904131120981615, | |
| 0.6824874258980911, | |
| 0.6819414098211989, | |
| -0.6767391896688794, | |
| 0.6763499532350591, | |
| -0.6736102145666995, | |
| -0.668507067615943, | |
| 0.6673665538774957, | |
| 0.663600415620981, | |
| -0.6569675752499959, | |
| 0.6496262574542646, | |
| 0.6485621637556941, | |
| -0.6464605761524534, | |
| 0.6437893067287851, | |
| -0.6420784603869184, | |
| 0.6388464932022427, | |
| 0.6387153990019537, | |
| 0.6283287482101386, | |
| 0.6215705484481246, | |
| -0.6166173097490969, | |
| -0.6150605814742356, | |
| -0.6140855402414088, | |
| -0.6131336926656531, | |
| -0.6109420934978325, | |
| 0.6042988717447122, | |
| -0.6019775004253064, | |
| -0.6010604092181061, | |
| -0.5986524776462708, | |
| 0.5834496729659414, | |
| -0.5833721637368223, | |
| -0.5824561897956969, | |
| -0.5820853061768682, | |
| -0.571301124347171, | |
| 0.5607707805237682, | |
| 0.5548677081778624, | |
| -0.5531323432475951, | |
| -0.5422227840426112, | |
| -0.5373076546668557, | |
| 0.5290963807763386, | |
| 0.5274845246655143, | |
| -0.5270566128841656, | |
| -0.5253715073471122, | |
| 0.5229704826684188, | |
| 0.5222597165023896, | |
| 0.511788324939278, | |
| -0.5098989621948362, | |
| -0.5071064452415185, | |
| -0.5063295215295488, | |
| -0.5009936664740982, | |
| 0.49682635067066117, | |
| 0.4933840725465559, | |
| 0.49329325707413696, | |
| -0.489065247244665, | |
| 0.48827087618346326, | |
| 0.48743412006500264, | |
| 0.48558191731162276, | |
| -0.4739222123003988, | |
| -0.4732511750867447, | |
| -0.46529507709476975, | |
| 0.46517145117275194, | |
| -0.4619614143846866, | |
| -0.4604927279821229, | |
| 0.457759229066741, | |
| -0.4571147041165706, | |
| 0.45204744914600786, | |
| 0.44811143033120493, | |
| -0.44736613209968135, | |
| -0.4412528286376538, | |
| 0.43408342471679656, | |
| 0.4314414326299594, | |
| -0.4300924290264041, | |
| -0.426340565220607, | |
| -0.4242856935750411, | |
| 0.42173464086534446, | |
| 0.4167740004145447, | |
| 0.4165280929471834, | |
| -0.4147911925680326, | |
| 0.4136876799076564, | |
| 0.41368305571474234, | |
| 0.4129910958470937, | |
| -0.4112801926125814, | |
| 0.4107237765957234, | |
| -0.41060918793813467, | |
| 0.3998515728646166, | |
| -0.3978260868250252, | |
| 0.39630526606367544, | |
| 0.3921021412892112, | |
| -0.3908241944576852, | |
| 0.3865768349090982, | |
| -0.3833345022168408, | |
| -0.38324293674470905, | |
| -0.3827593411808776, | |
| -0.3826709123105221, | |
| 0.38152175463173676, | |
| -0.37899857555807437, | |
| -0.3752317375538187, | |
| -0.37433204741580867, | |
| 0.37309732934066914, | |
| 0.3727697576478592, | |
| -0.37111626099151307, | |
| -0.37083575277360376, | |
| 0.3621715845256814, | |
| -0.36109215389434146, | |
| 0.3600685236380969, | |
| -0.35557744553794485, | |
| -0.3539245789499043, | |
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| 0.3514357260416742, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 94.84536082474227, | |
| "precision": 94.84536082474227, | |
| "recall": 100.0, | |
| "f1": 97.34991762574533 | |
| }, | |
| "selection": { | |
| "precision": 1.0606116597114579, | |
| "recall": 1.4285714285714284, | |
| "f1": 1.2173877621706257, | |
| "jaccard": 0.613077166012394 | |
| } | |
| } | |
| } |