| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "KCNV2", | |
| "IQGAP3", | |
| "KRBA1", | |
| "TEX13A", | |
| "CHRM1", | |
| "LAIR2", | |
| "LHFPL4", | |
| "MAPK8IP2", | |
| "SNW1", | |
| "CCDC160", | |
| "HAO1", | |
| "ARPP21", | |
| "BNIPL", | |
| "MYRIP", | |
| "MAGEB1", | |
| "WFIKKN2", | |
| "DCAF4L2", | |
| "CALHM1", | |
| "ABCA12", | |
| "CACNA1I", | |
| "ZNF366", | |
| "NPHS1", | |
| "LINC01587", | |
| "H3-4", | |
| "CTRC", | |
| "C5AR2", | |
| "GNB1L", | |
| "LRRC37A5P", | |
| "ZBTB20-AS1", | |
| "AGT", | |
| "APOA2", | |
| "IFNA17", | |
| "KMT5A", | |
| "OR1E1", | |
| "TRPC3", | |
| "PLPPR1", | |
| "SSTR5", | |
| "FMO6P", | |
| "CD300LD-AS1", | |
| "GREM2", | |
| "SENP5", | |
| "RAG2", | |
| "DEUP1", | |
| "MTBP", | |
| "FAM9C", | |
| "RGS9BP", | |
| "GPR75", | |
| "FLJ33534", | |
| "RPAP1", | |
| "FABP3", | |
| "ANKRD33B", | |
| "CDKAL1", | |
| "ENTPD3-AS1", | |
| "NOX5", | |
| "SPACA7", | |
| "PTCH2", | |
| "ATP2B2", | |
| "PLA2G3", | |
| "OR7A10", | |
| "CLN5", | |
| "PIWIL1", | |
| "MTNR1A", | |
| "PPP4R4", | |
| "RBFADN", | |
| "KRT24", | |
| "LEPR", | |
| "CYLC1", | |
| "MROH6", | |
| "PKD1L1", | |
| "FLJ30679", | |
| "RBP3", | |
| "TUB", | |
| "PPARD", | |
| "MAPK7", | |
| "CIMAP1A", | |
| "PATL2", | |
| "PDZD4", | |
| "ZNF90", | |
| "BAAT", | |
| "EVPLL", | |
| "MAPK4", | |
| "HBQ1", | |
| "RIPPLY1", | |
| "OR1D2", | |
| "CSH1", | |
| "CSHL1", | |
| "WHRN", | |
| "STATH", | |
| "ODAPH", | |
| "GPR161", | |
| "NPIPB15", | |
| "C12orf54", | |
| "GNRHR", | |
| "ELOVL2-AS1", | |
| "SSTR4", | |
| "GATA3-AS1", | |
| "NCS1", | |
| "NAALADL2", | |
| "CELA3A", | |
| "ZAN", | |
| "PRG4", | |
| "KCNJ14", | |
| "RNF212B", | |
| "TMEM108", | |
| "FGB", | |
| "SCG5", | |
| "HAGHL", | |
| "KCNMB3", | |
| "SBSN", | |
| "NHEG1", | |
| "HCG4", | |
| "TBC1D25", | |
| "OR5P3", | |
| "MICA", | |
| "ALB", | |
| "RNF157-AS1", | |
| "ADAD1", | |
| "ALG10", | |
| "GLRA1", | |
| "S100A7", | |
| "POU3F2", | |
| "PCDHGB8P", | |
| "CACNA2D2", | |
| "GCM1", | |
| "PRR23E", | |
| "VENTX", | |
| "TMEM26", | |
| "C8orf17", | |
| "CRYAA", | |
| "ARL15", | |
| "NKX2-8", | |
| "ITGBL1", | |
| "MAGEA4", | |
| "NCKAP5L", | |
| "POM121", | |
| "SCGB1A1", | |
| "HMHB1", | |
| "A2ML1", | |
| "RBM46", | |
| "MPIG6B", | |
| "TMCO5A", | |
| "MYF6", | |
| "CCSER1", | |
| "HK3", | |
| "POLR1HASP", | |
| "ZNF546", | |
| "ERBB4", | |
| "KCNQ3", | |
| "TMEM132E", | |
| "SLC1A2", | |
| "GPR6", | |
| "OR1C1", | |
| "GHRHR", | |
| "YJU2B", | |
| "ZNF749", | |
| "RFTN2", | |
| "MSMB", | |
| "KRTAP8-1", | |
| "PNPO", | |
| "IL36G", | |
| "HCG22", | |
| "CD5L", | |
| "B4GALT2", | |
| "RSPH14", | |
| "CST9", | |
| "GDF9", | |
| "ARHGAP36", | |
| "KLHDC8A", | |
| "TSSK1B", | |
| "FGF13-AS1", | |
| "EQTN", | |
| "TEX36-AS1", | |
| "AACSP1", | |
| "HOXC9", | |
| "C19orf81", | |
| "JAKMIP1", | |
| "RASL11B", | |
| "ZNF19", | |
| "ADAMTS6", | |
| "PHETA2", | |
| "DDC-AS1", | |
| "GTF2F2", | |
| "CCN6", | |
| "RBMXL2", | |
| "SPATA25", | |
| "TAS2R8", | |
| "FER1L6-AS1", | |
| "GDNF", | |
| "LRRC18", | |
| "ANKMY1", | |
| "KRTAP19-3", | |
| "PAX1", | |
| "RD3", | |
| "TMEM198", | |
| "OR2B6", | |
| "ZNF683", | |
| "TEX22", | |
| "NLRP4", | |
| "APOH", | |
| "SLC25A21", | |
| "FAM187B", | |
| "RIGI", | |
| "TBR1", | |
| "DSCC1", | |
| "MIR34A", | |
| "OTP", | |
| "TEX55", | |
| "OR11A1", | |
| "APOF", | |
| "DSCR8", | |
| "TVP23C", | |
| "DGCR11", | |
| "CRISP2", | |
| "GARIN6", | |
| "IRGC", | |
| "PCP2", | |
| "IZUMO2", | |
| "RNF152", | |
| "DLEU7-AS1", | |
| "DSG4", | |
| "RENBP", | |
| "VN1R1", | |
| "CYP4F29P", | |
| "CYP2F1", | |
| "EDAR", | |
| "PPM1N", | |
| "SLIT1", | |
| "DLGAP2", | |
| "ZNF157", | |
| "GSX2", | |
| "WBP2NL", | |
| "USHBP1", | |
| "IL9R", | |
| "RGMB", | |
| "HMX1", | |
| "HOXD1", | |
| "CCDC185", | |
| "KRTAP1-5", | |
| "TYRP1", | |
| "ACRV1", | |
| "MPP4", | |
| "DNAJB13", | |
| "ZFR2", | |
| "CBY3", | |
| "LINC02877", | |
| "GPR45", | |
| "ADCY1", | |
| "RNF208", | |
| "MGC2889", | |
| "PRR19", | |
| "SEMA4F", | |
| "SACS-AS1", | |
| "RTL3", | |
| "UBQLN3", | |
| "BPIFB6", | |
| "PXDNL", | |
| "NME9", | |
| "PPP2R2C", | |
| "NTNG2", | |
| "ZNF404", | |
| "ATP8B5P", | |
| "DPP10-AS3", | |
| "PURB", | |
| "TTTY14", | |
| "VAC14-AS1", | |
| "CHRM2", | |
| "KRT73", | |
| "CCDC148", | |
| "FGFRL1", | |
| "DCTN1-AS1", | |
| "TRPC5", | |
| "OR51I1", | |
| "DAOA-AS1", | |
| "GDF3", | |
| "C10orf95", | |
| "TAMALIN-AS1", | |
| "PTTG2", | |
| "ZNF208", | |
| "TMEM207", | |
| "HYAL4", | |
| "ESR2", | |
| "CDNF", | |
| "TMEM72", | |
| "TRAF2", | |
| "CHCT1", | |
| "STX18-AS1", | |
| "OLIG1", | |
| "CC2D2B", | |
| "ELOVL3", | |
| "ERCC6L2", | |
| "FMR1NB", | |
| "GUSBP5", | |
| "ABCB9", | |
| "PTPRG-AS1", | |
| "ADAMTS19", | |
| "TENM3", | |
| "KRT3", | |
| "ATOH8", | |
| "HPN", | |
| "MYL3", | |
| "CFAP20DC", | |
| "DGCR6L", | |
| "DNAI3", | |
| "RBMY3AP", | |
| "CTSG", | |
| "SLC2A1-DT", | |
| "POPDC1-AS1", | |
| "TEC", | |
| "CHRNE", | |
| "SAMD14", | |
| "KDM2B", | |
| "BPIFB2", | |
| "TMPRSS11E", | |
| "MYCBPAP", | |
| "CFAP126", | |
| "PRORY", | |
| "OOSP2", | |
| "C1orf74", | |
| "KRTAP4-9", | |
| "BEX5", | |
| "AKAP14", | |
| "HTR5A", | |
| "ATXN3L", | |
| "TAAR3P", | |
| "KNCN", | |
| "MYO1H", | |
| "ANGPT4", | |
| "TSPYL6", | |
| "CNMD", | |
| "LINC01558", | |
| "EIF1AX", | |
| "NOG", | |
| "TMEM121B", | |
| "ZNF132", | |
| "LRTM2", | |
| "EFCAB2", | |
| "SLC35D3", | |
| "CT62", | |
| "CPXCR1", | |
| "ZBTB46", | |
| "GPR22", | |
| "C11orf40", | |
| "SPAG17", | |
| "AK8", | |
| "OPN1SW", | |
| "RGS8", | |
| "KCNK15", | |
| "GALR3", | |
| "LRG1", | |
| "OR51B5", | |
| "FATE1", | |
| "SHISA8", | |
| "NRG1", | |
| "ZNF483", | |
| "ABHD16B", | |
| "TANGO6", | |
| "RASL10A", | |
| "VSTM1", | |
| "ZNF214", | |
| "TARBP2", | |
| "LIPE-AS1", | |
| "RPRM", | |
| "PDCL2", | |
| "D21S2088E", | |
| "KRT40", | |
| "ZNF385B", | |
| "LRP2", | |
| "RIMKLB", | |
| "OR2J3", | |
| "DMRTA2", | |
| "SLC19A4P", | |
| "IGFL1", | |
| "OR2J2", | |
| "SNORA21", | |
| "CCDC120", | |
| "CRX", | |
| "DLK2", | |
| "RNF122", | |
| "TCP11L2", | |
| "HAGLROS", | |
| "RSU1P2", | |
| "NEUROG3", | |
| "ATP12A", | |
| "TFAP2D", | |
| "BTNL8", | |
| "ALMS1-IT1", | |
| "ST20", | |
| "PAGE4", | |
| "MRGPRX2", | |
| "EIF1AY", | |
| "SPATA18", | |
| "SPRY2", | |
| "DAO", | |
| "PPBPP2", | |
| "CASP9", | |
| "EDDM3B", | |
| "ZNF205", | |
| "RFPL1", | |
| "NHLH2", | |
| "CHRNA9", | |
| "SPRY4", | |
| "NKX2-1-AS1", | |
| "MAGEE2", | |
| "LCN12", | |
| "LETM2", | |
| "UBIAD1", | |
| "HUNK", | |
| "ZSCAN4", | |
| "STK32C", | |
| "PRTN3", | |
| "GALR1", | |
| "CFAP95", | |
| "TBX20", | |
| "MS4A3", | |
| "CD70", | |
| "LMO1", | |
| "LIPJ", | |
| "PGBD4", | |
| "CAPZA3", | |
| "ASB10", | |
| "KRTAP9-8", | |
| "SNORD8", | |
| "ACIN1", | |
| "SMG7-AS1", | |
| "SRMS", | |
| "PEG10", | |
| "CLEC1B", | |
| "POMT2", | |
| "FAAP24", | |
| "TTTY12", | |
| "C21orf58", | |
| "FAM9A", | |
| "GJA8", | |
| "SERPINB11", | |
| "MYO18B", | |
| "TBX22", | |
| "UBXN7-AS1", | |
| "HTATSF1P2", | |
| "PPFIA3", | |
| "ZNF254", | |
| "SLC30A2", | |
| "MUTYH", | |
| "MIATNB", | |
| "XKR7", | |
| "MYOZ1", | |
| "GDF2", | |
| "HERC2P3", | |
| "TUNAR", | |
| "WDCP", | |
| "IRAG1-AS1", | |
| "ZPBP2", | |
| "SERPINB12", | |
| "ZNF853", | |
| "ACSBG1", | |
| "KEL", | |
| "DOC2A", | |
| "RIT2", | |
| "ERICH5", | |
| "IZUMO1", | |
| "CEBPZ", | |
| "CEACAM3", | |
| "DNAH8", | |
| "MIR670HG", | |
| "COL19A1", | |
| "PSG9", | |
| "SPATA17", | |
| "APOBEC4", | |
| "MYH16", | |
| "RTKN2", | |
| "AXIN1", | |
| "TSPAN15", | |
| "DNAJB8", | |
| "FASLG", | |
| "LINC01563", | |
| "EXOSC6", | |
| "UHRF1", | |
| "KRTAP1-1", | |
| "LRRC8E", | |
| "PCAT6", | |
| "SFRP1", | |
| "DIO2-AS1", | |
| "ULBP3", | |
| "AURKC", | |
| "KRT33B", | |
| "BEST3", | |
| "OR1F1", | |
| "USP26", | |
| "BFSP2-AS1", | |
| "OLFM2", | |
| "ZAR1", | |
| "KRT31", | |
| "C15orf32", | |
| "H2BC21", | |
| "LYVE1", | |
| "OR10J1", | |
| "NALCN", | |
| "PCSK1", | |
| "IL1F10", | |
| "DBIL5P", | |
| "ANKUB1", | |
| "S1PR5", | |
| "RGS12", | |
| "KLHL13", | |
| "PITPNM2", | |
| "GABRR1", | |
| "TUBGCP4", | |
| "PSKH2", | |
| "GHET1", | |
| "LRRK1", | |
| "KDM5D", | |
| "KCNJ1", | |
| "IDI2", | |
| "ZNF26", | |
| "CRY1", | |
| "TRIM17", | |
| "GRIA1", | |
| "SPATS1", | |
| "FAM47A", | |
| "MYADML2", | |
| "IRX4", | |
| "AGAP2", | |
| "IL1RAPL2", | |
| "ZDHHC15", | |
| "POU3F3", | |
| "NT5M", | |
| "ZNF416", | |
| "MAS1L", | |
| "PPIEL", | |
| "BAALC-AS2", | |
| "VWA7", | |
| "LGSN", | |
| "PPEF1", | |
| "SENCR", | |
| "SLC9A5", | |
| "HCRT", | |
| "MYH8", | |
| "ANP32D", | |
| "MLXIP", | |
| "CNTN5", | |
| "SLC25A41", | |
| "OR10A3", | |
| "SUPT16H", | |
| "ZSWIM2", | |
| "SPMAP2", | |
| "FAM24B", | |
| "DMBX1", | |
| "ZNF266", | |
| "SPG7", | |
| "CDH24", | |
| "NRG1-IT1", | |
| "RP1L1", | |
| "CYP4Z1", | |
| "LGALS14", | |
| "TPPP2", | |
| "GPR61", | |
| "SPMIP10", | |
| "PRM3", | |
| "TAL1", | |
| "GBP6", | |
| "ZNF29P", | |
| "GPR88", | |
| "VCX2", | |
| "PAX9", | |
| "SPATA22", | |
| "ADGRF4", | |
| "FRRS1", | |
| "C22orf46P", | |
| "SMIM43", | |
| "OSTCP1", | |
| "PCDHGB6", | |
| "DDX53", | |
| "CARD14", | |
| "AASS", | |
| "MYBL2", | |
| "SMTNL1", | |
| "PNRC1", | |
| "HCRTR2", | |
| "HPR", | |
| "CCDC17", | |
| "CSPG4P1Y", | |
| "DCDC2", | |
| "SHISAL1", | |
| "SOX21-AS1" | |
| ], | |
| "Coefficient": [ | |
| -2.432633012600095, | |
| -2.395874141456539, | |
| 2.2545934914451817, | |
| 2.0211051550437737, | |
| 1.8769960781461565, | |
| 1.724339261008833, | |
| -1.6711980336878156, | |
| 1.6307439608354046, | |
| -1.6030436203695881, | |
| 1.5602135075940868, | |
| -1.547707766525436, | |
| -1.4812927353082435, | |
| -1.4366883607099281, | |
| -1.422813875168997, | |
| 1.4044684452888736, | |
| -1.318956488052655, | |
| 1.314901095422426, | |
| -1.295472641924327, | |
| -1.2950625425062918, | |
| 1.2572269233481856, | |
| -1.2557058982591789, | |
| 1.227199049951143, | |
| 1.2128280339174133, | |
| -1.1973928815074748, | |
| -1.177423233467737, | |
| 1.1661790818555662, | |
| -1.165146982150508, | |
| -1.1448891621889805, | |
| 1.1435660797018814, | |
| -1.1403875148378182, | |
| -1.1076502176373852, | |
| -1.1072173901409448, | |
| 1.1051840846552792, | |
| 1.0924360078851778, | |
| 1.0827926279747062, | |
| 1.082025324878485, | |
| -1.0796200010578498, | |
| -1.075673246483041, | |
| -1.054508226229647, | |
| 1.047724155077741, | |
| -1.043492576268404, | |
| -1.0252546408556462, | |
| -1.009970880736179, | |
| -0.9974647758509678, | |
| -0.9740463544284675, | |
| -0.9737446522507371, | |
| -0.971601505778093, | |
| 0.9530087126968634, | |
| -0.9403695870524805, | |
| -0.9332949389420582, | |
| -0.9267141648185667, | |
| -0.9201878032211521, | |
| -0.9123436369290557, | |
| 0.90902608504025, | |
| 0.8998212596020159, | |
| 0.8987445925261285, | |
| -0.8914869945816442, | |
| 0.8887938709469532, | |
| 0.8817481215718644, | |
| -0.8717856254462154, | |
| 0.8665850516395484, | |
| 0.8623190814334541, | |
| 0.8544064862675967, | |
| 0.8528982211938428, | |
| -0.8523393391525601, | |
| 0.8428676299431963, | |
| 0.8386596445288947, | |
| -0.8290916460984702, | |
| 0.8216923580366756, | |
| 0.8123824296141706, | |
| -0.8057858484970547, | |
| -0.7973028355327229, | |
| -0.7957526784946595, | |
| -0.7942763893796567, | |
| -0.7930695929858398, | |
| -0.7857068885581742, | |
| -0.7817858913822795, | |
| 0.780010573081302, | |
| 0.7725644046677304, | |
| 0.7621953240657083, | |
| 0.761530920615631, | |
| 0.7554416671208202, | |
| 0.7414768590154361, | |
| -0.7320248649478451, | |
| 0.7222661630244355, | |
| 0.7221656394037946, | |
| 0.7207925009966859, | |
| 0.7196655561340252, | |
| 0.7181727312819627, | |
| -0.7135294876371346, | |
| 0.7071742573571955, | |
| -0.7060093650302351, | |
| -0.7002656539875891, | |
| -0.6966319381094386, | |
| -0.6851146379897514, | |
| -0.6845934033270206, | |
| 0.6840544867156652, | |
| 0.6817831419524609, | |
| -0.678991145451213, | |
| 0.6771424192993956, | |
| -0.6662120976103187, | |
| -0.665706781424602, | |
| 0.6641545095528095, | |
| 0.6603244617235777, | |
| -0.6578325596420201, | |
| -0.6559663990873268, | |
| 0.6520106433439863, | |
| 0.6499688021375046, | |
| -0.6437002130900669, | |
| -0.638761159220594, | |
| 0.6330276602039497, | |
| -0.6307456610288656, | |
| 0.6306427908169339, | |
| 0.630497619906405, | |
| 0.6294767471884299, | |
| 0.6285999787315051, | |
| 0.6263116991513659, | |
| -0.6232000912451603, | |
| -0.6183933985996474, | |
| -0.6131682951338556, | |
| 0.6124625808878117, | |
| 0.6105832256503593, | |
| -0.6082077600101393, | |
| 0.6073442175214211, | |
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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": 0.8248651801069833, | |
| "recall": 1.4285714285714284, | |
| "f1": 1.0457888821361023, | |
| "jaccard": 0.5261217559939328 | |
| } | |
| } | |
| } |