| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "MEIOB", | |
| "LYNX1", | |
| "ARL17B", | |
| "SSMEM1", | |
| "CCDC91", | |
| "OLAH", | |
| "ANKRD31", | |
| "LCMT2", | |
| "CLK2", | |
| "LFNG", | |
| "MOB2", | |
| "GRIN2D", | |
| "ZFP37", | |
| "NXPH2", | |
| "RFFL", | |
| "DEFB115", | |
| "DNAH2", | |
| "DND1", | |
| "OR11H6", | |
| "PLD5", | |
| "LHX8", | |
| "NPLOC4", | |
| "GPHN", | |
| "CALM3", | |
| "KLF1", | |
| "NDUFA5", | |
| "FBXO42", | |
| "KCNH5", | |
| "POLR2J2", | |
| "DUSP2", | |
| "SEPTIN3", | |
| "ZSCAN9", | |
| "SULT1A1", | |
| "RNF113B", | |
| "KRT35", | |
| "GNAL", | |
| "ST13P4", | |
| "RIN2", | |
| "CHRNB1", | |
| "TGM3", | |
| "UBR3", | |
| "AICDA", | |
| "LRRIQ3", | |
| "BAIAP3", | |
| "CCDC158", | |
| "GRXCR1", | |
| "GGACT", | |
| "FAM66D", | |
| "TOB1", | |
| "WDR73", | |
| "SSBP2", | |
| "DYRK1B", | |
| "TPO", | |
| "RBKS", | |
| "USP17L9P", | |
| "TAOK1", | |
| "INAFM1", | |
| "FADS3", | |
| "TBC1D29P", | |
| "POMZP3", | |
| "ASB3", | |
| "SLC38A2", | |
| "UBC", | |
| "KRT27", | |
| "SNORA62", | |
| "OGFOD3", | |
| "EPHA5", | |
| "TNFRSF8", | |
| "CMA1", | |
| "LOC389705", | |
| "AKNAD1", | |
| "FAM110B", | |
| "SLC22A9", | |
| "FAM187B", | |
| "OR10AG1", | |
| "MTA2", | |
| "PSG8", | |
| "IRAG2", | |
| "GLT6D1", | |
| "MAFG", | |
| "OR10A5", | |
| "ABCB5", | |
| "DEFA4", | |
| "PFKFB4", | |
| "PIH1D1", | |
| "TMUB2", | |
| "SERPINB11", | |
| "SERPINB9", | |
| "PDE6H", | |
| "KRTAP4-2", | |
| "GYS2", | |
| "APLNR", | |
| "FZD10", | |
| "ELAC2", | |
| "CST11", | |
| "ZNG1A", | |
| "KRT14", | |
| "SCAND3", | |
| "GOLGA6L1", | |
| "MT1E", | |
| "MATN4", | |
| "RGPD5", | |
| "DEFA6", | |
| "KBTBD12", | |
| "GOLGA8F", | |
| "RGS7", | |
| "PPT1", | |
| "RNF24", | |
| "FAM120A", | |
| "NQO2", | |
| "SCARNA6", | |
| "SUPT20HL1", | |
| "PPP6R3", | |
| "GRIA3", | |
| "VAPB", | |
| "SAG", | |
| "AMZ1", | |
| "GOLGA6D", | |
| "TRIM13", | |
| "NR2F6", | |
| "GJD4", | |
| "GC", | |
| "NF2", | |
| "GJD2", | |
| "UBE2DNL", | |
| "BTC", | |
| "HDHD5-AS1", | |
| "CIMAP1D", | |
| "DEFB4A", | |
| "XKR9", | |
| "PF4", | |
| "PPAN-P2RY11", | |
| "PDS5A", | |
| "IL9", | |
| "CLP1", | |
| "B3GALT5", | |
| "HMG20B", | |
| "PKLR", | |
| "FOLH1B", | |
| "H2AB1", | |
| "NEFM", | |
| "OR8G5", | |
| "VSIG8", | |
| "LRRTM1", | |
| "MRGPRX4", | |
| "ANKRD30BL", | |
| "DCX", | |
| "CPLANE2", | |
| "ZNF541", | |
| "METTL18", | |
| "TFAP2D", | |
| "VEGFB", | |
| "EGR2", | |
| "RPA4", | |
| "GINM1", | |
| "MREG", | |
| "RAPGEF4", | |
| "PPM1E", | |
| "KRTAP19-5", | |
| "ACKR3", | |
| "BCAT2", | |
| "C1orf94", | |
| "PRR13", | |
| "KCTD18", | |
| "PAGE2", | |
| "RAD23B", | |
| "SHISA5", | |
| "PCDHB2", | |
| "ATP7A", | |
| "DCAKD", | |
| "KIR3DX1", | |
| "CLDN22", | |
| "DNAJC6", | |
| "CDSN", | |
| "FUT1", | |
| "CRYGB", | |
| "NHERF4", | |
| "HSP90AB4P", | |
| "LOC100130331", | |
| "OPHN1", | |
| "VN1R10P", | |
| "OR6B1", | |
| "ADIPOQ", | |
| "TMEM121B", | |
| "AP3M1", | |
| "AMZ2P1", | |
| "TMCO2", | |
| "LUZP2", | |
| "FBXO17", | |
| "RRN3P1", | |
| "NOBOX", | |
| "SLC22A14", | |
| "ANGPTL4", | |
| "SNORA57", | |
| "IDUA", | |
| "KLKP1", | |
| "CDYL2", | |
| "PREPL", | |
| "TPM3", | |
| "WNT9B", | |
| "LRRC37B", | |
| "SLC19A4P", | |
| "CCDC152", | |
| "GPAT2", | |
| "KIR3DL3", | |
| "CPNE8", | |
| "DHH", | |
| "FGF23", | |
| "KCNK9", | |
| "DEFB108B", | |
| "BCKDK", | |
| "LOC100287704", | |
| "OR2A5", | |
| "CDR2", | |
| "SLC25A44", | |
| "SDC4P", | |
| "FARP1", | |
| "CNTNAP4", | |
| "YY2", | |
| "DRD3", | |
| "GPR182", | |
| "SLC5A5", | |
| "SEMA5A", | |
| "PRPF38A", | |
| "ACER1", | |
| "CACNA1A", | |
| "TREH", | |
| "ERICH6B", | |
| "MRPS21", | |
| "FAM225A", | |
| "SATL1", | |
| "IFNK", | |
| "PPY", | |
| "NF1P1", | |
| "SEBOX", | |
| "IL4", | |
| "IQCA1", | |
| "SAMD7", | |
| "KRTAP20-4", | |
| "SIX3", | |
| "HTN3", | |
| "ARG1", | |
| "RPUSD2", | |
| "SNORA18", | |
| "RTN4RL2", | |
| "NMRAL1", | |
| "STARD3", | |
| "SPACA5", | |
| "SLC2A13", | |
| "POTEF", | |
| "PENK", | |
| "CUX2", | |
| "ACOT2", | |
| "COX8A", | |
| "RXFP2", | |
| "CT47A11", | |
| "MSLN", | |
| "KCNIP4", | |
| "CIMIP2A", | |
| "OTUB1", | |
| "SCARNA20", | |
| "ZMYND12", | |
| "OR51B2", | |
| "GPR141", | |
| "FRMD5", | |
| "YOD1", | |
| "C1orf174", | |
| "GH1", | |
| "TAF9B", | |
| "STRA8", | |
| "PCDHGA7", | |
| "CAAP1", | |
| "LSS", | |
| "HPS6", | |
| "SHB", | |
| "CHRNA1", | |
| "SLC16A6", | |
| "PPP3R2", | |
| "TMSB4Y", | |
| "DMRTA2", | |
| "SUGCT", | |
| "CCDC51", | |
| "CARHSP1", | |
| "KLHL4", | |
| "RAB41", | |
| "SNORA10", | |
| "SNORA81", | |
| "TFDP3", | |
| "NMRK2", | |
| "CLSTN2", | |
| "SLIRP-OT1", | |
| "IL1F10", | |
| "GGT1", | |
| "CTSL3P", | |
| "SNORA47", | |
| "SNORA1", | |
| "CT47A10", | |
| "XAGE5", | |
| "SNORA70", | |
| "DAOA", | |
| "HMX3", | |
| "GGNBP1", | |
| "CETN4P", | |
| "C2orf80", | |
| "NAT8", | |
| "H4C13", | |
| "KRTAP6-1", | |
| "PSG9", | |
| "SRBD1", | |
| "OR2D2", | |
| "HEPACAM2", | |
| "KLHL42", | |
| "CCDC9", | |
| "NAT2", | |
| "PDE3B", | |
| "AGMO", | |
| "WFIKKN2", | |
| "AR", | |
| "GCNT7", | |
| "OR10V1", | |
| "SERPINA9", | |
| "LINC00488", | |
| "CIMIP4", | |
| "MYT1L", | |
| "TBC1D8B", | |
| "LYZL6", | |
| "OR4F21", | |
| "MAGEB2", | |
| "OR7D2", | |
| "SPANXN3", | |
| "S100G", | |
| "ZNF365", | |
| "SCARNA9L", | |
| "FRA10AC1", | |
| "LCE2D", | |
| "LIPF", | |
| "ST20", | |
| "SPINK9", | |
| "LYPD6", | |
| "LAYN", | |
| "UNC79", | |
| "MC1R", | |
| "DLEU2", | |
| "TAGLN3", | |
| "DGKQ", | |
| "SYT16", | |
| "RNF208", | |
| "WT1-AS", | |
| "DLK1", | |
| "SERPINF2", | |
| "NAPRT", | |
| "PTTG2", | |
| "MCTS2", | |
| "DHRSX", | |
| "HCN1", | |
| "CLMN", | |
| "CANT1", | |
| "CBLL2", | |
| "SPANXN5", | |
| "EBF4", | |
| "NBR1", | |
| "KRTAP2-2", | |
| "CLEC2D", | |
| "IP6K3", | |
| "PADI3", | |
| "RBMY1E", | |
| "ITGAD", | |
| "FBXO47", | |
| "BCR", | |
| "CFAP161", | |
| "SPACA7", | |
| "PGAP3", | |
| "TAS2R46", | |
| "OCEL1", | |
| "CORO1B", | |
| "PEX5", | |
| "ERCC6L2", | |
| "ZNF695", | |
| "NAA11", | |
| "PRDM2", | |
| "XAGE3", | |
| "MEGF10", | |
| "PCAT4", | |
| "NUDT9P1", | |
| "ACOX1", | |
| "STMP1", | |
| "TUBA3C", | |
| "PCMTD2", | |
| "FBXL2", | |
| "SIGIRR", | |
| "PNMA8A", | |
| "OR7E24", | |
| "OSBP2", | |
| "SNORA66", | |
| "OR14J1", | |
| "ZNF630", | |
| "ZPLD1", | |
| "C20orf144", | |
| "GPR156", | |
| "GRXCR2", | |
| "IL36B", | |
| "LINC00336", | |
| "PPP1R3F", | |
| "ZNF727", | |
| "CRYGD", | |
| "LINC00467", | |
| "LINC00158", | |
| "CCDC125", | |
| "DDX60", | |
| "PRRT3", | |
| "TRIM36", | |
| "ATP1B1", | |
| "GPR179", | |
| "SYT14P1", | |
| "SGPP2", | |
| "ANGPT4", | |
| "PSG11", | |
| "ITGB1BP2", | |
| "CITED4", | |
| "CCDC47", | |
| "GARIN4", | |
| "ALG10B", | |
| "SNORA65", | |
| "RPRML", | |
| "KRTAP4-4", | |
| "MSTO1", | |
| "PRSS41", | |
| "DNAH11", | |
| "HTR2B", | |
| "SYCE1", | |
| "PCDHB15", | |
| "SLCO1B3", | |
| "TEX36", | |
| "KCNK12", | |
| "NARS1", | |
| "SV2B", | |
| "SLC7A4", | |
| "RHOXF1", | |
| "ZSCAN23", | |
| "ZBED1", | |
| "KTI12", | |
| "CDRT15P1", | |
| "RHOXF2B", | |
| "KRTAP24-1", | |
| "SNAP25", | |
| "SNORA69", | |
| "PIRT", | |
| "SNX7", | |
| "MAPK1", | |
| "POU2AF3", | |
| "LINC00696", | |
| "TCN1", | |
| "HCG9", | |
| "TMEM241", | |
| "KRTAP5-11", | |
| "KRTAP21-2", | |
| "CCDC196", | |
| "PRR34", | |
| "CECR2", | |
| "PLA2G2F", | |
| "ERICH4", | |
| "SLC25A31", | |
| "VILL", | |
| "DENND6A", | |
| "PSAP", | |
| "APOL2", | |
| "FAM74A1", | |
| "CRACR2A", | |
| "MNX1", | |
| "DDO", | |
| "SLC22A16", | |
| "ENTPD6", | |
| "DALRD3", | |
| "INKA1", | |
| "GNAT1", | |
| "EFCAB5", | |
| "TCL1A", | |
| "RRP7A", | |
| "CNGB3", | |
| "LINC00111", | |
| "KHDC1L", | |
| "GOLGA8DP", | |
| "FAM215A", | |
| "DGKG", | |
| "PPM1F", | |
| "SNORA6", | |
| "CRCP", | |
| "PLCL1", | |
| "WFDC10A", | |
| "CACNA1I", | |
| "GARNL3", | |
| "INSM2", | |
| "HOXB2", | |
| "RPE65", | |
| "ZNF718", | |
| "RB1CC1", | |
| "APMAP", | |
| "TARP", | |
| "LRPAP1", | |
| "METTL21C", | |
| "EID2B", | |
| "OPRK1", | |
| "UGT2B10", | |
| "ZNF784", | |
| "RNF175", | |
| "SLC38A9", | |
| "SPOCD1", | |
| "KCTD2", | |
| "GRM2", | |
| "MLIP", | |
| "OR8B3", | |
| "LRRC37BP1", | |
| "STRN4", | |
| "ZNF433", | |
| "H2BW4P", | |
| "C16orf92", | |
| "PARG", | |
| "ZNF99", | |
| "LHX1", | |
| "TNIP2", | |
| "MFSD11", | |
| "FAM120C", | |
| "IFNW1", | |
| "ZNF85", | |
| "CALCOCO2", | |
| "LRRC24", | |
| "TMIGD1", | |
| "RHOT1", | |
| "RLN3", | |
| "NEXMIF", | |
| "NDP", | |
| "THBS4", | |
| "MCUB", | |
| "GARIN5A", | |
| "BTF3P11", | |
| "EREG", | |
| "AAAS", | |
| "STX16", | |
| "OR1K1", | |
| "C22orf39", | |
| "KCNJ6", | |
| "ORM1", | |
| "LOC392196", | |
| "LINC01547", | |
| "EML2", | |
| "FATE1", | |
| "PLBD2", | |
| "TAGLN2", | |
| "ZC2HC1B", | |
| "PIP5K1P1", | |
| "MAP1LC3A", | |
| "GFRAL", | |
| "RDH13", | |
| "TAS2R43", | |
| "DUSP5P1", | |
| "SDK1", | |
| "OR6C76", | |
| "FER1L5", | |
| "OR9A4", | |
| "GPR152", | |
| "LCN8", | |
| "MUS81", | |
| "PAPSS1", | |
| "DDA1", | |
| "LIMS3", | |
| "GLP1R", | |
| "RAB17", | |
| "TMX3", | |
| "ALKBH5", | |
| "MX1", | |
| "MSANTD1", | |
| "ZSCAN5B", | |
| "SULT1C3", | |
| "VPS37C", | |
| "ZNF444", | |
| "WNT5B", | |
| "TAS2R30", | |
| "KIR2DL3", | |
| "IFIT1B", | |
| "PIGG", | |
| "OR1Q1", | |
| "FAM197Y2", | |
| "IFNA5", | |
| "CACNB4", | |
| "TRIML1", | |
| "ANGPTL3", | |
| "SIAH3", | |
| "MBD1", | |
| "IGSF5", | |
| "LUZP4", | |
| "HSP90AB2P", | |
| "NAB2", | |
| "ALG1L2", | |
| "AADACL2", | |
| "DOCK5", | |
| "EDN2", | |
| "BTN2A3P", | |
| "DBX2", | |
| "LHFPL3", | |
| "LCE3C", | |
| "OR13F1", | |
| "STATH", | |
| "KCNMB4", | |
| "PAGE2B", | |
| "XKR6", | |
| "KRTAP12-2", | |
| "KRTAP10-1", | |
| "KCNF1", | |
| "ELMOD1", | |
| "LPCAT3", | |
| "EYA4", | |
| "OPA1", | |
| "SMG9", | |
| "GBX1", | |
| "LENG9", | |
| "MAGEB18", | |
| "GRIA4", | |
| "MIER2", | |
| "MAGEC1", | |
| "CRYAA", | |
| "TRIM74", | |
| "LOC285847", | |
| "UBXN6", | |
| "TTC17", | |
| "OR2B11", | |
| "SLCO6A1", | |
| "PON1", | |
| "ADGRD2", | |
| "ABCA5", | |
| "IGFN1", | |
| "ISM2", | |
| "UCP1", | |
| "PYGO1", | |
| "KRTAP19-2", | |
| "GRB2", | |
| "LOC391322", | |
| "MS4A3", | |
| "DDTL", | |
| "PAK4", | |
| "PNPLA1", | |
| "RMC1", | |
| "GAS8", | |
| "TMEM120A", | |
| "CDRT15", | |
| "TOP3A", | |
| "PRPH2", | |
| "MCPH1", | |
| "SIGLEC16", | |
| "ADGRV1", | |
| "SNORA78", | |
| "IRX6", | |
| "FGF16", | |
| "ZBTB3", | |
| "WSCD2", | |
| "TMPRSS6", | |
| "CPNE6", | |
| "KLK5", | |
| "ZNF830", | |
| "LINC02860", | |
| "APOC4", | |
| "MED19", | |
| "ZNF100", | |
| "ADAMTS15", | |
| "MIS18BP1", | |
| "COQ8B", | |
| "TAF7L", | |
| "OR7E156P", | |
| "WDR76", | |
| "MAP1S", | |
| "DEFB110", | |
| "KDM4E", | |
| "PM20D1", | |
| "A4GNT", | |
| "CCNJ", | |
| "AQP7P1", | |
| "GHRHR", | |
| "VCX3A", | |
| "CEACAM20", | |
| "ASB9", | |
| "AWAT1", | |
| "GCM1", | |
| "SLC26A3", | |
| "ADCYAP1", | |
| "SNAR-A3", | |
| "AMPD1", | |
| "FAM74A3", | |
| "HPYR1", | |
| "IL13", | |
| "SALL3", | |
| "ATP9A", | |
| "TCAF2", | |
| "LOC100134868", | |
| "SPTLC1", | |
| "ZNF391", | |
| "BAGE", | |
| "KRTAP22-1", | |
| "RNU11", | |
| "KRTAP20-1", | |
| "OR2A4", | |
| "SLC7A14", | |
| "S100A7L2", | |
| "ZNF654", | |
| "WDR70", | |
| "SNORA11C", | |
| "PRR20A", | |
| "SNORA80E", | |
| "HLA-L", | |
| "SNORD103A", | |
| "C9orf50", | |
| "OTP", | |
| "SLC28A2", | |
| "KRTAP23-1", | |
| "PRR20B", | |
| "SNORD115-20", | |
| "PRR20D", | |
| "SNORD116-19", | |
| "SNORD124", | |
| "DEFB112", | |
| "SNORD16", | |
| "DEFB113" | |
| ], | |
| "Coefficient": [ | |
| 3.376984736018843, | |
| -3.26912981468446, | |
| 2.9295350159774483, | |
| -2.721353986296575, | |
| 2.7093719924586273, | |
| -2.5842644537240815, | |
| 2.46246801870551, | |
| 2.4572729808559424, | |
| 2.2973780867896085, | |
| 2.2510981953056333, | |
| 2.186766277253573, | |
| 2.0905683943175237, | |
| -2.084735296305073, | |
| 2.0687315024742037, | |
| -2.0390143560578657, | |
| -2.0368514234547956, | |
| 2.0138037835216056, | |
| 1.9835757513109922, | |
| -1.9399871737378982, | |
| 1.9207764002901964, | |
| -1.8991478361304113, | |
| -1.8866811658511669, | |
| 1.847954602686289, | |
| 1.8254672428234906, | |
| 1.8243794331243641, | |
| 1.8146683635359349, | |
| 1.8080171718799118, | |
| -1.789636603562713, | |
| 1.7604149784315917, | |
| -1.7339276649325943, | |
| -1.7257586390438289, | |
| 1.6965720156946802, | |
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| 8.095931348097942e-18, | |
| 8.095931348097942e-18 | |
| ], | |
| "Absolute Coefficient": [ | |
| 3.376984736018843, | |
| 3.26912981468446, | |
| 2.9295350159774483, | |
| 2.721353986296575, | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 90.72727272727272, | |
| "precision": 90.72727272727272, | |
| "recall": 100.0, | |
| "f1": 95.13024215109617 | |
| }, | |
| "selection": { | |
| "precision": 1.6545019458848393, | |
| "recall": 2.347417840375587, | |
| "f1": 1.940779625579323, | |
| "jaccard": 0.9800740126760885 | |
| } | |
| } | |
| } |