| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "BARHL2", | |
| "NMI", | |
| "RASA4", | |
| "FUNDC2P2", | |
| "PITX3", | |
| "NKX6-2", | |
| "IRGM", | |
| "LOC154761", | |
| "LINC00207", | |
| "ANGEL1", | |
| "OR14I1", | |
| "KIR2DL4", | |
| "CHST6", | |
| "GDF11", | |
| "DNAJB1", | |
| "ZNF277", | |
| "ART1", | |
| "C17orf107", | |
| "NBR2", | |
| "SNORA80A", | |
| "CELA2A", | |
| "IFNL2", | |
| "AGA", | |
| "C11orf16", | |
| "HNRNPA3P1", | |
| "CFAP97D1", | |
| "APP", | |
| "NPBWR1", | |
| "RRN3P2", | |
| "CHERP", | |
| "SLC35D3", | |
| "TTTY2", | |
| "KBTBD11", | |
| "FOXN4", | |
| "LALBA", | |
| "DEFA6", | |
| "AMACR", | |
| "RNF32", | |
| "PATE4", | |
| "PCDHB13", | |
| "ANXA8L1", | |
| "PKD1L3", | |
| "AAA1", | |
| "GTF2H2C", | |
| "H2AC17", | |
| "F8", | |
| "LEUTX", | |
| "IQCF3", | |
| "SLC44A4", | |
| "EFR3B", | |
| "CYP2F1", | |
| "BLID", | |
| "SLC5A9", | |
| "MANBA", | |
| "FAM226B", | |
| "OR5B12", | |
| "SLC22A9", | |
| "CYP4A22", | |
| "CYP4V2", | |
| "OR9A4", | |
| "KPLCE", | |
| "PSG2", | |
| "REXO1L1P", | |
| "ITPRID1", | |
| "CCN6", | |
| "NXPE1", | |
| "ABCA15P", | |
| "RAB41", | |
| "TIPIN", | |
| "POMZP3", | |
| "ACTL7A", | |
| "PCDHGA4", | |
| "GRIN2B", | |
| "ERAP1", | |
| "ZNG1C", | |
| "ASB11", | |
| "STXBP5", | |
| "PRAMEF4", | |
| "CAPN13", | |
| "BARX2", | |
| "AIPL1", | |
| "TRAM1", | |
| "SALL3", | |
| "FGF7P3", | |
| "DCD", | |
| "FAM41C", | |
| "ANXA10", | |
| "PSD2", | |
| "C10orf90", | |
| "ELAVL4", | |
| "FUS", | |
| "TAS2R60", | |
| "PF4", | |
| "ALKBH5", | |
| "MAP3K7CL", | |
| "NPPB", | |
| "IL13RA2", | |
| "SPANXN5", | |
| "SPATA46", | |
| "C3orf38", | |
| "CIMAP1D", | |
| "GLYATL2", | |
| "ADAM2", | |
| "SLC5A10", | |
| "SNORA16B", | |
| "RFESD", | |
| "MUC13", | |
| "GALNTL5", | |
| "FAM222A", | |
| "ANKMY1", | |
| "OR52A4P", | |
| "GTF2IP1", | |
| "CYP4F11", | |
| "OR2A2", | |
| "TMEM88B", | |
| "IL7", | |
| "LCE1C", | |
| "MINAR1", | |
| "LCE2D", | |
| "GSG1L", | |
| "ALG1L2", | |
| "SULT2A1", | |
| "SCLY", | |
| "OSTCP1", | |
| "HDGFL1", | |
| "TXNIP", | |
| "MYRIP", | |
| "SST", | |
| "ADAM3A", | |
| "FLJ30679", | |
| "SLC35F4", | |
| "FABP3", | |
| "USP43", | |
| "PARP3", | |
| "FANCD2OS", | |
| "APOF", | |
| "PPM1F", | |
| "C3orf22", | |
| "YIPF7", | |
| "IQCF1", | |
| "ZNF705D", | |
| "OR52I1", | |
| "POMC", | |
| "LINC01600", | |
| "DUSP5P1", | |
| "TMEM14EP", | |
| "GJB7", | |
| "H4C13", | |
| "RBFOX3", | |
| "H2AC15", | |
| "DEFB103B", | |
| "PCDHGA9", | |
| "GBP3", | |
| "CCR9", | |
| "PCDHA8", | |
| "ABCC3", | |
| "BPIFB6", | |
| "ADH1A", | |
| "FCN2", | |
| "IL20RB", | |
| "AGTR2", | |
| "PBK", | |
| "ANK2", | |
| "SHCBP1L", | |
| "PROZ", | |
| "NR2E3", | |
| "STARD6", | |
| "MSH3", | |
| "N4BP2L1", | |
| "DPPA5", | |
| "GAGE8", | |
| "GCM2", | |
| "GAD1", | |
| "ALDH8A1", | |
| "HORMAD2", | |
| "SND1-IT1", | |
| "IFITM5", | |
| "CLCA1", | |
| "OR8G5", | |
| "LIM2", | |
| "C4BPA", | |
| "SNORA61", | |
| "TAS2R8", | |
| "AFM", | |
| "HOXD12", | |
| "OR5H6", | |
| "SLC6A10P", | |
| "PPP1R2C", | |
| "MATN4", | |
| "RANBP3", | |
| "SHISA3", | |
| "TRIM77", | |
| "OR5K4", | |
| "GAREM1", | |
| "FGF19", | |
| "CT45A3", | |
| "LGALS9B", | |
| "SUMO1P1", | |
| "OR51B4", | |
| "DNAJC25-GNG10", | |
| "KRT32", | |
| "OR5M10", | |
| "OR10H2", | |
| "SCN5A", | |
| "DCAF4L2", | |
| "GPRC5D", | |
| "DGKG", | |
| "PDC", | |
| "SERPINB11", | |
| "RGPD8", | |
| "OR2M5", | |
| "FAM25A", | |
| "GLP1R", | |
| "LOC100240734", | |
| "TAC4", | |
| "LHX8", | |
| "OR2A25", | |
| "OR2K2", | |
| "PRAMEF13", | |
| "SRRM3", | |
| "ANKRD20A11P", | |
| "IQCK", | |
| "CRISP2", | |
| "OR6N1", | |
| "RPA4", | |
| "HS3ST2", | |
| "KLHL34", | |
| "ZPLD1", | |
| "NKX2-6", | |
| "OR12D2", | |
| "LIPE", | |
| "SLC12A6", | |
| "GP2", | |
| "C3orf20", | |
| "CETN4P", | |
| "IGFL4", | |
| "ACE2", | |
| "FAM72A", | |
| "LINC00301", | |
| "MED24", | |
| "INSYN2B", | |
| "GABRA3", | |
| "TCAM1P", | |
| "PRORSD1P", | |
| "GLT6D1", | |
| "KLHDC7B", | |
| "CDRT15", | |
| "SYT14P1", | |
| "PCDHB3", | |
| "OR2T6", | |
| "USH2A", | |
| "SRD5A3", | |
| "OR4K15", | |
| "RNF126P1", | |
| "LINC02915", | |
| "KCNIP2", | |
| "LINC00161", | |
| "OR4S2", | |
| "TTTY6", | |
| "BPI", | |
| "STRA8", | |
| "C4BPB", | |
| "CD200R1L", | |
| "ARPP21", | |
| "TMOD1", | |
| "PLIN2", | |
| "GJD2", | |
| "GAB4", | |
| "HCG9", | |
| "BAALC", | |
| "OTOP2", | |
| "ALDH1L1", | |
| "SYN2", | |
| "HENMT1", | |
| "SNX32", | |
| "PTEN", | |
| "TRIM43", | |
| "XKRYP7", | |
| "RNF152", | |
| "PCDH11Y", | |
| "TRIM60", | |
| "CCDC54", | |
| "HSPB9", | |
| "TSNARE1", | |
| "HTN3", | |
| "TDRD12", | |
| "OR2T4", | |
| "PLA2G4D", | |
| "PPIAL4E", | |
| "PCDHGA8", | |
| "SNTG1", | |
| "VIM", | |
| "ATP6V1C2", | |
| "KRT84", | |
| "SPATA31J1", | |
| "ELAC2", | |
| "FAM86B2", | |
| "LDHC", | |
| "MYBPC3", | |
| "MAGEA5P", | |
| "FAM138B", | |
| "RBMY2FP", | |
| "TTTY9B", | |
| "LLCFC1", | |
| "FAM9B", | |
| "CLCA4", | |
| "OR1F2P", | |
| "LRRC28", | |
| "VPS33B", | |
| "TENT5D", | |
| "SNORD15A", | |
| "OR13C3", | |
| "SP8", | |
| "OR1J2", | |
| "RAB6B", | |
| "TAS2R40", | |
| "TMPRSS11A", | |
| "PAGE4", | |
| "RBP2", | |
| "FAM83C", | |
| "PKD2L1", | |
| "ALX1", | |
| "GAS2L2", | |
| "IL3", | |
| "UTP6", | |
| "TAFA4", | |
| "ERP29", | |
| "B3GALT2", | |
| "LPL", | |
| "MSH4", | |
| "OR52E6", | |
| "SEL1L2", | |
| "LY6K", | |
| "PPP1R3G", | |
| "TMPRSS7", | |
| "TAFA3", | |
| "FAM99A", | |
| "OR1G1", | |
| "IFNA8", | |
| "KRTAP3-2", | |
| "CCDC144CP", | |
| "LRRC24", | |
| "BARHL1", | |
| "SNORA5B", | |
| "SCRT1", | |
| "GLRA1", | |
| "NUB1", | |
| "BCAS3", | |
| "SPMAP1", | |
| "SPATS2", | |
| "SYCP3", | |
| "SNCA", | |
| "PCYOX1L", | |
| "FKBP1AP1", | |
| "CLEC4M", | |
| "FAM32A", | |
| "LIPN", | |
| "SPTA1", | |
| "PABPC1L2A", | |
| "FOXL2NB", | |
| "ITPK1", | |
| "IL1RAPL2", | |
| "SNORA11D", | |
| "OXGR1", | |
| "ANGPT2", | |
| "DLK2", | |
| "OR10H4", | |
| "H2AP", | |
| "RPL9", | |
| "DCBLD1", | |
| "FIGNL2", | |
| "MMP26", | |
| "ENAM", | |
| "ACTN3", | |
| "OR5L1", | |
| "LINC00052", | |
| "NPFFR2", | |
| "SUPT20HL2", | |
| "GATA4", | |
| "AKR1B15", | |
| "PRAMEF6", | |
| "HAPLN4", | |
| "IFNA17", | |
| "OR2A5", | |
| "DCTN2", | |
| "POM121L10P", | |
| "LINC02897", | |
| "NSG2", | |
| "SPANXN1", | |
| "OR10P1", | |
| "FAM53A", | |
| "KRTAP1-3", | |
| "PAX4", | |
| "CGB5", | |
| "LILRP2", | |
| "SDCBP2", | |
| "CNGB3", | |
| "CT45A2", | |
| "SNORA15", | |
| "BTG2", | |
| "TADA2B", | |
| "OR52L1", | |
| "PM20D1", | |
| "TDRD3", | |
| "CCDC71", | |
| "NAT1", | |
| "GAGE2C", | |
| "C17orf75", | |
| "CCL3L1", | |
| "SLCO1B1", | |
| "ADGRG4", | |
| "ADRA1A", | |
| "SPMIP3", | |
| "DTX1", | |
| "KCNU1", | |
| "CST13P", | |
| "LINC00244", | |
| "POU3F1", | |
| "OR10G3", | |
| "MYH13", | |
| "C2CD4C", | |
| "H2BC21", | |
| "CCDC144NL", | |
| "FER1L5", | |
| "CDY1B", | |
| "HSD17B2", | |
| "PCA3", | |
| "LCE1B", | |
| "SNORD89", | |
| "RNF217-AS1", | |
| "MECOM", | |
| "H2BC8", | |
| "METTL27", | |
| "PSG7", | |
| "GSX1", | |
| "EQTN", | |
| "PYDC1", | |
| "IL36B", | |
| "AGAP1", | |
| "ECEL1", | |
| "HYAL4", | |
| "ALK", | |
| "SYNPR", | |
| "FAM47A", | |
| "ETFA", | |
| "PCDHB16", | |
| "UGT2A1", | |
| "CTAG2", | |
| "PCDHGA5", | |
| "CRYBA1", | |
| "YIPF2", | |
| "IL17B", | |
| "CNTNAP2", | |
| "GNG13", | |
| "HS3ST6", | |
| "KCNG1", | |
| "ZFP91-CNTF", | |
| "H1-6", | |
| "OR4L1", | |
| "CFHR2", | |
| "OR2J2", | |
| "TAS2R50", | |
| "SAXO5", | |
| "MEPE", | |
| "CPSF1", | |
| "OR1L6", | |
| "FRG2C", | |
| "RBM11", | |
| "RAB9BP1", | |
| "KCNH7", | |
| "FRG1BP", | |
| "KRT33A", | |
| "KRT78", | |
| "TRARG1", | |
| "WIF1", | |
| "NUF2", | |
| "H4C9", | |
| "CDH12", | |
| "LPIN1", | |
| "C16orf90", | |
| "VN1R2", | |
| "RNASE11", | |
| "SLC12A8", | |
| "HMGB3P1", | |
| "MUC7", | |
| "TBPL2", | |
| "SUPT6H", | |
| "ABRA", | |
| "GBP6", | |
| "EXD1", | |
| "FABP12", | |
| "OR10W1", | |
| "OPN4", | |
| "HOXD10", | |
| "TTC38", | |
| "ZC2HC1B", | |
| "SMCP", | |
| "KIAA1210", | |
| "IFI16", | |
| "AQP8", | |
| "OVCH1", | |
| "TBX4", | |
| "GPR52", | |
| "RDH12", | |
| "TBX20", | |
| "OR9K2", | |
| "GLB1L", | |
| "PPAN-P2RY11", | |
| "CSMD3", | |
| "VCY", | |
| "PLA2G2F", | |
| "GPR78", | |
| "ZNF322P1", | |
| "CATSPER4", | |
| "SPACA1", | |
| "UCP1", | |
| "ZNF8", | |
| "GDNF", | |
| "YWHAH-AS1", | |
| "ATP6V1G3", | |
| "OTX2", | |
| "TRIM49D2", | |
| "SKOR1", | |
| "POLR3G", | |
| "SYT10", | |
| "H2BC1", | |
| "TMEM114", | |
| "PDE4A", | |
| "PPP2R3C", | |
| "LRIF1", | |
| "NRG3", | |
| "MRPL10", | |
| "TBC1D28", | |
| "SOX1", | |
| "GALP", | |
| "PRR4", | |
| "PRCD", | |
| "SI", | |
| "TMIGD1", | |
| "KRTAP9-9", | |
| "CHRM2", | |
| "FBXO39", | |
| "NGB", | |
| "PISRT1", | |
| "OR7A10", | |
| "OR4D11", | |
| "TEX36", | |
| "CYP11B1", | |
| "LYPD2", | |
| "IER3", | |
| "ATOH1", | |
| "AMBN", | |
| "ISX", | |
| "BCO1", | |
| "E2F7", | |
| "CDKN2A-AS1", | |
| "SIX6", | |
| "KNSTRN", | |
| "SNORA84", | |
| "STON1-GTF2A1L", | |
| "LCE2A", | |
| "IFNB1", | |
| "KRTAP5-6", | |
| "POLN", | |
| "HES6", | |
| "LINC00303", | |
| "MADCAM1", | |
| "PENK", | |
| "TLCD3B", | |
| "TSNAX-DISC1", | |
| "RGPD1", | |
| "SIM1", | |
| "PRUNE2", | |
| "CTU2", | |
| "C17orf78", | |
| "HPYR1", | |
| "DEFB134", | |
| "CSNK1G2-AS1", | |
| "TRIM49", | |
| "TACR2", | |
| "SNX16", | |
| "ST18", | |
| "WDR18", | |
| "CYP1A1", | |
| "SLC1A4", | |
| "SNORA71A", | |
| "CSNK1A1P1", | |
| "RPL13AP17", | |
| "OR10R2", | |
| "MYH15", | |
| "BPIFB2", | |
| "TAF1B", | |
| "ONECUT1", | |
| "NEUROG1", | |
| "OR5H14", | |
| "SLC22A2", | |
| "NBPF6", | |
| "DDX49", | |
| "POTED", | |
| "C4orf17", | |
| "TRIML2", | |
| "S100A12", | |
| "LSMEM2", | |
| "SCN7A", | |
| "FSHR", | |
| "FBXW7", | |
| "LOC286359", | |
| "SNORA70", | |
| "SERPINC1", | |
| "SLURP1", | |
| "ZPBP", | |
| "SPEM2", | |
| "UGT2B28", | |
| "MC2R", | |
| "ARHGAP28", | |
| "SPO11", | |
| "ALOX15", | |
| "SMAP1", | |
| "OR14C36", | |
| "LOC100130691", | |
| "LINC02903", | |
| "UBE2NL", | |
| "GJC2", | |
| "CSN1S2AP", | |
| "SNORA69", | |
| "FAM90A1", | |
| "RRH", | |
| "C2orf72", | |
| "ZBED10P", | |
| "FAM118B", | |
| "OR6K3", | |
| "OR1Q1", | |
| "APOBEC3B", | |
| "ELOVL6", | |
| "HTR4", | |
| "C17orf100", | |
| "KDM4E", | |
| "FEV", | |
| "CPLX3", | |
| "LRAT", | |
| "CHST1", | |
| "FABP2", | |
| "UROC1", | |
| "LAMP1", | |
| "TMEM40", | |
| "SNORA16A", | |
| "OR5A2", | |
| "SPPL2C", | |
| "OR2T12", | |
| "NKAPP1", | |
| "DSCAM", | |
| "CYP2A7", | |
| "PDE6H", | |
| "GSTT1", | |
| "DNAJB3", | |
| "CUEDC1", | |
| "LINC00028", | |
| "GALR2", | |
| "GOLGA2P3Y", | |
| "UGT2B10", | |
| "KCNH6", | |
| "KCNA7", | |
| "TRIM71", | |
| "OR5M1", | |
| "GAB2", | |
| "RAD51AP2", | |
| "TSPYL2", | |
| "SPATA3", | |
| "USP35", | |
| "RPL21", | |
| "OR8B4", | |
| "LOC644936", | |
| "KCNMB4", | |
| "KRTAP11-1", | |
| "LCNL1", | |
| "TIGD3", | |
| "HEPACAM2", | |
| "COL6A4P1", | |
| "CDCP2", | |
| "HGC6.3", | |
| "GCSAML", | |
| "SLC18A1", | |
| "EMX2", | |
| "ZYG11A", | |
| "GDPD4", | |
| "LYZL4", | |
| "B3GAT2", | |
| "KASH5", | |
| "FAM99B", | |
| "CADPS", | |
| "CIMAP2", | |
| "C12orf56", | |
| "GLYCAM1", | |
| "OR4C3", | |
| "GAGE12F", | |
| "VN1R4", | |
| "FAM24A", | |
| "C20orf144", | |
| "FAM153A", | |
| "BPY2", | |
| "TTTY4C", | |
| "GAGE2E", | |
| "NAT8", | |
| "OR10K2", | |
| "IFNA4", | |
| "ZNF442", | |
| "PRR20B", | |
| "ADGRD2", | |
| "SCGB1C1", | |
| "UBE2Z", | |
| "DEFB107A", | |
| "CEP55", | |
| "UGT1A5", | |
| "PRR27", | |
| "PPIAL4A", | |
| "RBMY1A3P", | |
| "OR1A1", | |
| "PRSS58", | |
| "NKX6-1", | |
| "GRK7", | |
| "OR1S1", | |
| "NPS", | |
| "TTTY20", | |
| "TTTY12", | |
| "OR2T29", | |
| "SNAR-A3", | |
| "TSPY1", | |
| "TXNDC8", | |
| "XAGE5", | |
| "OR52E2", | |
| "TSSK2", | |
| "OR5M3", | |
| "SNAR-E", | |
| "PRR20D", | |
| "TTTY21", | |
| "TSPY2", | |
| "DEFB113", | |
| "TTTY1B", | |
| "TTTY18", | |
| "OR5T3", | |
| "DEFB116", | |
| "DEFB114", | |
| "TSPY4" | |
| ], | |
| "Coefficient": [ | |
| -2.316834960467612, | |
| 2.196963640884953, | |
| -2.170875097850999, | |
| 2.1386983363267404, | |
| 2.1191077454081295, | |
| 2.106568029792054, | |
| -2.0892211707429373, | |
| 2.0703798839222776, | |
| -2.003540084019914, | |
| -1.9946865839954437, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 89.64912280701756, | |
| "precision": 89.64912280701756, | |
| "recall": 100.0, | |
| "f1": 94.50528693428292 | |
| }, | |
| "selection": { | |
| "precision": 0.25238962563992906, | |
| "recall": 1.6, | |
| "f1": 0.43598776264251005, | |
| "jaccard": 0.21858991189404708 | |
| } | |
| } | |
| } |