| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "CTSG", | |
| "BFAR", | |
| "IGFALS", | |
| "HSFY2", | |
| "FAM3B", | |
| "DSC1", | |
| "FNDC7", | |
| "CD200R1L", | |
| "CDHR2", | |
| "GRXCR2", | |
| "DDX20", | |
| "OR10A3", | |
| "CRYGD", | |
| "LILRB5", | |
| "CD300LD-AS1", | |
| "ACOXL", | |
| "C1QTNF9B", | |
| "VNN3P", | |
| "HOTAIR", | |
| "EIF3H", | |
| "KC6", | |
| "ANO7", | |
| "PI4KAP1", | |
| "FLJ13224", | |
| "CMYA5", | |
| "MCM10", | |
| "IFNLR1", | |
| "CLEC4GP1", | |
| "TFDP3", | |
| "GMPR", | |
| "CEPT1", | |
| "SNORA11B", | |
| "ANKS4B", | |
| "CHRNA10", | |
| "NLRP10", | |
| "IL23R", | |
| "LINC00469", | |
| "ZNF295-AS1", | |
| "GOLGA7", | |
| "BTF3", | |
| "PDHA2", | |
| "PKDCC", | |
| "ZBTB14", | |
| "C4BPA", | |
| "MAL", | |
| "OR52H1", | |
| "CFAP100", | |
| "TUBBP5", | |
| "MRPL3", | |
| "NEUROD2", | |
| "FBXO40", | |
| "GDNF", | |
| "DEFB109B", | |
| "PIGZ", | |
| "KRTAP10-10", | |
| "C5orf52", | |
| "GPR137B", | |
| "OR1D4", | |
| "TRIML1", | |
| "PAX4", | |
| "OR10R2", | |
| "LIPK", | |
| "C10orf95", | |
| "GRHL2", | |
| "COL11A2", | |
| "DRD5", | |
| "NUTM1", | |
| "CEACAM8", | |
| "SPATA1", | |
| "CYP26C1", | |
| "CYTL1", | |
| "SSTR5", | |
| "TUBAL3", | |
| "FRMPD2B", | |
| "CAGE1", | |
| "OR4P4", | |
| "TAS2R5", | |
| "OR2M4", | |
| "NCKIPSD", | |
| "OR6F1", | |
| "TRPM5", | |
| "OR56A1", | |
| "FAM47A", | |
| "MS4A10", | |
| "SERPINA13P", | |
| "SCGB1C1", | |
| "SERPINB13", | |
| "OR2W1", | |
| "NPVF", | |
| "SNORA67", | |
| "TULP3", | |
| "ERCC5", | |
| "CHRAC1", | |
| "COL19A1", | |
| "FBLL1", | |
| "KCNH4", | |
| "GAB3", | |
| "PTBP1", | |
| "GASK1A", | |
| "OR56A3", | |
| "MGC12916", | |
| "OR6K3", | |
| "FABP12", | |
| "KRTAP10-8", | |
| "CCDC90B", | |
| "GSC", | |
| "CAMKV", | |
| "GHSR", | |
| "BIRC5", | |
| "ZNG1F", | |
| "LENEP", | |
| "BTBD16", | |
| "OR2T3", | |
| "MAGEC2", | |
| "OR51I2", | |
| "GPR52", | |
| "LINC00479", | |
| "MCCD1", | |
| "STH", | |
| "LOC100130691", | |
| "ASAH2", | |
| "KCNH1", | |
| "PGA4", | |
| "PRKAG3", | |
| "OR10H4", | |
| "IL22", | |
| "UNCX", | |
| "FSCN3", | |
| "AGMO", | |
| "TAS2R39", | |
| "LEUTX", | |
| "NCAN", | |
| "GAGE2D", | |
| "SNORA56", | |
| "HSD3B1", | |
| "EME1", | |
| "ONECUT1", | |
| "GPR20", | |
| "FAM9A", | |
| "ADPRM", | |
| "PCDHGC3", | |
| "DEFB125", | |
| "SPIN2A", | |
| "SLC32A1", | |
| "LGALS7B", | |
| "SLC25A41", | |
| "ATP1B4", | |
| "SEC14L5", | |
| "XAGE3", | |
| "TMEM106A", | |
| "FIGLA", | |
| "OR13C3", | |
| "KLKP1", | |
| "OR2L8", | |
| "LCE3E", | |
| "ACTC1", | |
| "ASB12", | |
| "PRG1", | |
| "GTF2H2", | |
| "NPC1L1", | |
| "GAB4", | |
| "GOLGA8F", | |
| "DKKL1", | |
| "CYP27B1", | |
| "SHOC1", | |
| "ZNF716", | |
| "GPR149", | |
| "COX8C", | |
| "LRRC8E", | |
| "TBX20", | |
| "POU5F2", | |
| "SLC5A11", | |
| "GKN1", | |
| "COL6A4P1", | |
| "RHBDL3", | |
| "DES", | |
| "TUBA3C", | |
| "CYP2E1", | |
| "TEX55", | |
| "ANGPTL3", | |
| "SIAH1", | |
| "BHLHE23", | |
| "GPR151", | |
| "PRMT6", | |
| "DPF1", | |
| "TTTY6", | |
| "PROKR2", | |
| "OMP", | |
| "KRTAP9-8", | |
| "HEATR4", | |
| "VSTM5", | |
| "OR10G8", | |
| "FAM182A", | |
| "METTL27", | |
| "BPIFB6", | |
| "KCNQ5", | |
| "LOC344967", | |
| "SETD9", | |
| "CTSF", | |
| "LOC154449", | |
| "OPN1SW", | |
| "H1-4", | |
| "C16orf90", | |
| "MBD4", | |
| "SLCO4C1", | |
| "TTTY2", | |
| "TP53TG5", | |
| "REG4", | |
| "ADAM11", | |
| "SLC17A8", | |
| "ZG16", | |
| "DEFB135", | |
| "PPP1R10", | |
| "HPX", | |
| "WNT16", | |
| "LCE4A", | |
| "SCARNA23", | |
| "CYP4Z2P", | |
| "OR4N5", | |
| "S100Z", | |
| "H4C12", | |
| "H2AC12", | |
| "SIX6", | |
| "C2CD2L", | |
| "LOC100129935", | |
| "EPS8L3", | |
| "RSPH10B2", | |
| "GALNT8", | |
| "METTL9", | |
| "ACSBG1", | |
| "LINC00114", | |
| "PANX3", | |
| "LCN8", | |
| "GPX5", | |
| "SERPINC1", | |
| "ZBTB22", | |
| "METTL15", | |
| "GLIPR1L2", | |
| "IL19", | |
| "PYY2", | |
| "IL1RAPL1", | |
| "KDM4E", | |
| "DNA2", | |
| "ARSD", | |
| "OTC", | |
| "TMEM30CP", | |
| "IAPP", | |
| "RBMY1B", | |
| "OR10Z1", | |
| "HOXB1", | |
| "FAM66D", | |
| "SRY", | |
| "ZNF442", | |
| "POU3F3", | |
| "DLK1", | |
| "SYT10", | |
| "IFT172", | |
| "NXPH2", | |
| "CYP24A1", | |
| "OR5H6", | |
| "PHGDH", | |
| "OR4M2", | |
| "SERPINB4", | |
| "OR5M1", | |
| "MEAK7", | |
| "KRTAP4-11", | |
| "OR7E37P", | |
| "USP6", | |
| "SNORA37", | |
| "OR51A7", | |
| "GAGE2C", | |
| "PNMA8A", | |
| "CA5A", | |
| "CLVS2", | |
| "OLIG3", | |
| "FOXI3", | |
| "AK3", | |
| "NUTM2G", | |
| "WDR41", | |
| "CYP51A1", | |
| "FUOM", | |
| "FKBP1AP1", | |
| "KRT74", | |
| "KLHDC7B", | |
| "KRTAP12-4", | |
| "PLN", | |
| "OTOA", | |
| "GPR37L1", | |
| "LCE5A", | |
| "GOT1L1", | |
| "GTF2H2B", | |
| "PCDHA10", | |
| "POMC", | |
| "ADGRF3", | |
| "IFNL3", | |
| "NBPF7P", | |
| "PRAMEF5", | |
| "NCAM2", | |
| "CRISP2", | |
| "ASCL1", | |
| "PCDHGA12", | |
| "COL6A4P2", | |
| "PCDHB11", | |
| "OR2AG2", | |
| "LOC728989", | |
| "MMP26", | |
| "NAT8B", | |
| "SNORA58", | |
| "POU4F3", | |
| "UTS2", | |
| "CCL1", | |
| "TMPRSS15", | |
| "ACTL6B", | |
| "IGBP1P1", | |
| "OR6S1", | |
| "CNPY1", | |
| "OR14J1", | |
| "KRT23", | |
| "GTF2A1L", | |
| "OR2A5", | |
| "GABARAPL3", | |
| "IFNB1", | |
| "INSYN2A", | |
| "ODAPH", | |
| "SNX32", | |
| "OR6X1", | |
| "HDGFL1", | |
| "EFHB", | |
| "TM4SF5", | |
| "KATNBL1", | |
| "IL7", | |
| "BMP5", | |
| "GABRG2", | |
| "OR56A5", | |
| "OR5AK2", | |
| "TMEM25", | |
| "WASHC2A", | |
| "LINC00207", | |
| "ADAMTS19", | |
| "HPCA", | |
| "TRIM55", | |
| "PROP1", | |
| "FTX", | |
| "PLIN5", | |
| "HBM", | |
| "ORC4", | |
| "SPATA31E1", | |
| "PDE1C", | |
| "PCDHB12", | |
| "CDK5R2", | |
| "MPV17L", | |
| "RLN3", | |
| "N6AMT1", | |
| "POU4F2", | |
| "EFCAB2", | |
| "SPIN4", | |
| "RIPPLY2", | |
| "CYP2B6", | |
| "BTG3", | |
| "FGF4", | |
| "OR1L4", | |
| "SPAG11B", | |
| "OR1L3", | |
| "OR4C16", | |
| "SLC22A8", | |
| "KRTAP3-2", | |
| "OR4N4", | |
| "OR9A2", | |
| "SDHAP2", | |
| "DEFA5", | |
| "DAP3", | |
| "PROX2", | |
| "PAX3", | |
| "ZAN", | |
| "SLC39A12", | |
| "TAS2R7", | |
| "TRHDE", | |
| "DNAAF6", | |
| "ITIH2", | |
| "TRIM40", | |
| "RAX2", | |
| "PER3P1", | |
| "KLF11", | |
| "ASB4", | |
| "OPN4", | |
| "IL27", | |
| "CCL24", | |
| "KLHL35", | |
| "TAS2R43", | |
| "OR1J4", | |
| "OR51B5", | |
| "UGT3A2", | |
| "LTK", | |
| "GPR89B", | |
| "CEACAM22P", | |
| "TRPC3", | |
| "TGM6", | |
| "VCPKMT", | |
| "HLA-J", | |
| "ALG1L2", | |
| "TRIM4", | |
| "OR2T2", | |
| "NCR2", | |
| "DHX40P1", | |
| "CXorf51A", | |
| "KRT84", | |
| "KIR3DL1", | |
| "VAX2", | |
| "SGCZ", | |
| "TBL1Y", | |
| "ACTRT1", | |
| "DISP1", | |
| "FSHB", | |
| "OOEP", | |
| "TRIM77", | |
| "XKR9", | |
| "FAM107A", | |
| "H2BC6", | |
| "KRTAP13-2", | |
| "OR1A2", | |
| "CDY2B", | |
| "OR52B6", | |
| "SCX", | |
| "CRYBB2", | |
| "ZNF705A", | |
| "NOMO2", | |
| "ADAMTS5", | |
| "CCDC15", | |
| "GSTT2", | |
| "RAB40B", | |
| "SLC29A3", | |
| "NPHS2", | |
| "SLC17A2", | |
| "OR2G6", | |
| "HMX1", | |
| "PCDHA9", | |
| "GPA33", | |
| "SOX15", | |
| "SEL1L2", | |
| "SPATA3", | |
| "UTF1", | |
| "MAT1A", | |
| "CDKL4", | |
| "KLRG2", | |
| "KCNJ9", | |
| "CYP11B2", | |
| "TPI1P3", | |
| "C1QL4", | |
| "HTR3D", | |
| "C3orf22", | |
| "STAG3L2", | |
| "CCL3L1", | |
| "SLC22A11", | |
| "SF1", | |
| "NEUROG1", | |
| "HCG9", | |
| "GSTT4", | |
| "EXO5", | |
| "OR8I2", | |
| "OR5L1", | |
| "FNDC5", | |
| "CLPSL2", | |
| "SLC6A1", | |
| "ARL17B", | |
| "LRRC26", | |
| "C3P1", | |
| "LOC100133920", | |
| "PLA2G4C", | |
| "LOC642846", | |
| "PDCL", | |
| "RAB22A", | |
| "APOB", | |
| "VN1R5", | |
| "ZKSCAN8P1", | |
| "ANKRD2", | |
| "CENPO", | |
| "UGT2B10", | |
| "ZFAT-AS1", | |
| "PON1", | |
| "NMBR", | |
| "TBPL2", | |
| "KRTAP4-8", | |
| "HOXC5", | |
| "FSCB", | |
| "PASD1", | |
| "RLN1", | |
| "DLEU2L", | |
| "AADACL4", | |
| "SPINT4", | |
| "OR8B8", | |
| "PCA3", | |
| "LINC00313", | |
| "KCNJ10", | |
| "DPP10", | |
| "ARHGEF35", | |
| "SCGB1D1", | |
| "ACCSL", | |
| "MT1IP", | |
| "GFRA4", | |
| "OR9K2", | |
| "OR1D2", | |
| "HSP90AB2P", | |
| "BTNL3", | |
| "CFAP144P1", | |
| "ZFP36", | |
| "GLYATL3", | |
| "KRTAP4-4", | |
| "SLC22A9", | |
| "OR8D2", | |
| "CRISP1", | |
| "BPIFB3", | |
| "BMP15", | |
| "LRRIQ4", | |
| "FAM136BP", | |
| "TTTY9B", | |
| "GALR1", | |
| "PCDHGA5", | |
| "PTGDR2", | |
| "PCNX2", | |
| "SERPINA7", | |
| "B4GALT4", | |
| "CRISP3", | |
| "POTEA", | |
| "SLC43A2", | |
| "TAS2R1", | |
| "DLGAP2", | |
| "MUC7", | |
| "RABL2A", | |
| "TAAR6", | |
| "GNRHR", | |
| "CLTRN", | |
| "TRPA1", | |
| "GGNBP1", | |
| "CHRNA2", | |
| "KRTAP24-1", | |
| "TUBGCP5", | |
| "UNC45B", | |
| "NOS2", | |
| "FAM138B", | |
| "MRPL44", | |
| "CIB2", | |
| "PLA2G2C", | |
| "FAM27B", | |
| "PIGR", | |
| "L1TD1", | |
| "NR5A2", | |
| "C9orf152", | |
| "FMR1NB", | |
| "VWC2L", | |
| "MRGPRX1", | |
| "MAP6D1", | |
| "PKD1L3", | |
| "SLC47A2", | |
| "ZFP91-CNTF", | |
| "RGPD8", | |
| "CLDN20", | |
| "LAMC3", | |
| "OR6C68", | |
| "C22orf31", | |
| "EMILIN3", | |
| "CT45A2", | |
| "OXER1", | |
| "KCNJ6", | |
| "KRT33A", | |
| "MSH4", | |
| "SEPTIN14", | |
| "OR2T5", | |
| "GJD2", | |
| "RFPL1", | |
| "OR5C1", | |
| "PRAC1", | |
| "MGC16025", | |
| "IGSF21", | |
| "TRIM60", | |
| "LIPM", | |
| "DRGX", | |
| "OR7A10", | |
| "OR6Y1", | |
| "DSCC1", | |
| "KLHL33", | |
| "SNORA41", | |
| "TDRD3", | |
| "MAGEA2", | |
| "TRIM71", | |
| "WARS2", | |
| "RRS1", | |
| "PSG2", | |
| "SERPINB1", | |
| "KRT81", | |
| "CSN1S2AP", | |
| "NEUROG3", | |
| "LOC100240734", | |
| "CT83", | |
| "FAM215A", | |
| "M1AP", | |
| "NOBOX", | |
| "GHRH", | |
| "IL25", | |
| "DIRAS1", | |
| "GSTT1", | |
| "F7", | |
| "LY6G6D", | |
| "ABCC6P2", | |
| "IL5", | |
| "USH2A", | |
| "SLCO1B3", | |
| "KCNE5", | |
| "DEFB127", | |
| "MYO15A", | |
| "IL3", | |
| "SPAG4", | |
| "OR1E1", | |
| "AADACL3", | |
| "TREH", | |
| "ESRRB", | |
| "OR1Q1", | |
| "TMBIM1", | |
| "BTG4", | |
| "KIAA1671", | |
| "ZPBP", | |
| "H1-1", | |
| "IRX5", | |
| "CHST5", | |
| "DPRX", | |
| "SLC6A10P", | |
| "SPATA31A3", | |
| "HOXB8", | |
| "TPSD1", | |
| "VSX1", | |
| "LINC00189", | |
| "KRTAP19-2", | |
| "PPFIA4", | |
| "OR7E156P", | |
| "PABIR3", | |
| "IL1F10", | |
| "MRGPRX2", | |
| "GPR179", | |
| "GRIN2B", | |
| "SNORA30", | |
| "FGL1", | |
| "SMN1", | |
| "IL6", | |
| "NAPG", | |
| "OR2T10", | |
| "POM121L2", | |
| "TAS2R30", | |
| "LOC646813", | |
| "FAM153B", | |
| "TENT5D", | |
| "KRTAP5-4", | |
| "OR5A2", | |
| "KRT14", | |
| "CIMIP1", | |
| "POTEB", | |
| "TDRD5", | |
| "AIFM3", | |
| "DEFB107A", | |
| "EMC2", | |
| "IFNL1", | |
| "SPMIP9", | |
| "AMER3", | |
| "TECTB", | |
| "LCN9", | |
| "HSP90AB4P", | |
| "LOC91450", | |
| "CFAP92", | |
| "SPACA7", | |
| "PAPPA", | |
| "TRPC7", | |
| "TAFA1", | |
| "SLC46A3", | |
| "OR10G2", | |
| "GAGE12F", | |
| "IFNA17", | |
| "ELAPOR2", | |
| "CT55", | |
| "CHRM5", | |
| "SLC25A51P1", | |
| "MAGEA3", | |
| "GALR3", | |
| "APOBEC3G", | |
| "SNORA25", | |
| "OR10C1", | |
| "IL4", | |
| "KRTAP10-3", | |
| "MOCOS", | |
| "MOS", | |
| "PART1", | |
| "TMIE", | |
| "MIP", | |
| "PFN3", | |
| "SNORA11E", | |
| "SLC35G3", | |
| "DEFA6", | |
| "ALOX12P2", | |
| "MAGEB3", | |
| "MDGA1", | |
| "LGALS4", | |
| "TYRP1", | |
| "EML4", | |
| "STK31", | |
| "NPS", | |
| "INSRR", | |
| "CDC20B", | |
| "UMODL1-AS1", | |
| "LAMB4", | |
| "ANKRD30A", | |
| "MEIOB", | |
| "HOMER2", | |
| "LRRC7", | |
| "AARD", | |
| "KRTAP4-5", | |
| "LCE3B", | |
| "TCF23", | |
| "DEFB113", | |
| "PDPR", | |
| "PNLDC1", | |
| "LRIT1", | |
| "KRTAP22-1", | |
| "PCDHA8", | |
| "CT45A6", | |
| "MC2R", | |
| "PCDHGA6", | |
| "LOC730668", | |
| "CTCFL", | |
| "SCARNA20", | |
| "KRTAP25-1", | |
| "GOLGA2P3Y", | |
| "H2BC1", | |
| "GAGE2E", | |
| "OR6A2", | |
| "BPY2", | |
| "DEFB132", | |
| "AWAT1", | |
| "KRTAP4-7", | |
| "FAM99B", | |
| "WBP2NL", | |
| "CT47A1", | |
| "CT47A2", | |
| "CT47A11", | |
| "DEFB114", | |
| "DEFB116" | |
| ], | |
| "Coefficient": [ | |
| -4.115936958445964, | |
| 3.908558154157757, | |
| -3.1895128258156893, | |
| 2.926205504822184, | |
| 2.5780770427659627, | |
| -2.3765808928910794, | |
| 2.270244775351875, | |
| 2.2290752550398225, | |
| -2.096231231252413, | |
| 2.0957638970408423, | |
| -1.9324108466178287, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 89.64912280701753, | |
| "precision": 89.64912280701753, | |
| "recall": 100.0, | |
| "f1": 94.46174957704093 | |
| }, | |
| "selection": { | |
| "precision": 0.5861283090892186, | |
| "recall": 3.619047619047619, | |
| "f1": 1.0086838034128058, | |
| "jaccard": 0.5079584025385631 | |
| } | |
| } | |
| } |