| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ANP32B", | |
| "CD177", | |
| "ANXA1", | |
| "PLA2G7", | |
| "CST6", | |
| "MMP9", | |
| "CFHR5", | |
| "IGHM", | |
| "CXCL12", | |
| "BGLAP", | |
| "FCER2", | |
| "ADAMTS15", | |
| "CA3", | |
| "ADSL", | |
| "HGFAC", | |
| "AFM", | |
| "CLEC4M", | |
| "ACAN", | |
| "FGA", | |
| "CYP3A4", | |
| "IGHA1", | |
| "CD300C", | |
| "APCS", | |
| "CST7", | |
| "EPB41", | |
| "PLAT", | |
| "GNS", | |
| "ESD", | |
| "REG1A", | |
| "AIMP1", | |
| "LILRB1", | |
| "ADAM12", | |
| "ACY1", | |
| "ESM1", | |
| "REG4", | |
| "HHLA2", | |
| "CNTN4", | |
| "AFP", | |
| "AKR1A1", | |
| "COTL1", | |
| "CTSA", | |
| "CXCL16", | |
| "CA13", | |
| "MB", | |
| "APOB", | |
| "CCL18", | |
| "LRP8", | |
| "MIF", | |
| "CCL11", | |
| "AGT", | |
| "HP", | |
| "PRL", | |
| "MAPK12", | |
| "CKB", | |
| "S100A6", | |
| "CD5L", | |
| "GFRA2", | |
| "WIF1", | |
| "CCL13", | |
| "FABP3", | |
| "ANXA2", | |
| "SST", | |
| "GFAP", | |
| "IGHG1", | |
| "IGK", | |
| "GRP", | |
| "CD200", | |
| "PGAM1", | |
| "CCL3", | |
| "MAPKAPK2", | |
| "BDNF", | |
| "ADCYAP1", | |
| "CHGA", | |
| "ADM", | |
| "CXCL8", | |
| "DHH", | |
| "C6", | |
| "FRZB", | |
| "ARG1", | |
| "FTH1", | |
| "FGF2", | |
| "ADAMTS4", | |
| "AGER", | |
| "COL8A1", | |
| "BMX", | |
| "CFB", | |
| "ACE2", | |
| "ANG", | |
| "KLK12", | |
| "BCAR3", | |
| "CD226", | |
| "ADAMTS13", | |
| "RET", | |
| "AGR2", | |
| "C3", | |
| "CSK", | |
| "PI3", | |
| "FN1", | |
| "CD163", | |
| "AURKA", | |
| "CA9", | |
| "CCL5", | |
| "RPS27A", | |
| "ASAH2", | |
| "EPHA1", | |
| "HSPB1", | |
| "BMP10", | |
| "GOT1", | |
| "B2M", | |
| "SIRPA", | |
| "ARID3A", | |
| "APOD", | |
| "ACVRL1", | |
| "SIGLEC7", | |
| "CLEC7A", | |
| "CAMKK1", | |
| "GSTA3", | |
| "HSPA8", | |
| "ADGRE2", | |
| "FST", | |
| "GRAP2", | |
| "ARTN", | |
| "CSNK2A1", | |
| "CRIPTO", | |
| "CA7", | |
| "APOE", | |
| "RPL10", | |
| "IGHD", | |
| "IL2RA", | |
| "CPB2", | |
| "ACVR1B", | |
| "C2", | |
| "FCRL3", | |
| "FCN3", | |
| "KIT", | |
| "CLEC11A", | |
| "ADIPOQ", | |
| "FAM3B", | |
| "EFNB2", | |
| "CD209", | |
| "CHEK2", | |
| "DDR2", | |
| "C1R", | |
| "LCN2", | |
| "KLK11", | |
| "NID2", | |
| "ALCAM", | |
| "CRELD1", | |
| "CCL2", | |
| "FAS", | |
| "CCL28", | |
| "AMH", | |
| "BID", | |
| "BMPER", | |
| "ERP29", | |
| "CA1", | |
| "NBL1", | |
| "FGF20", | |
| "LRPAP1", | |
| "ENO1", | |
| "BPI", | |
| "MICA", | |
| "ENPP7", | |
| "HRG", | |
| "AKT1", | |
| "FGFR2", | |
| "FABP5", | |
| "CSF1R", | |
| "GDF15", | |
| "CCL19", | |
| "BOC", | |
| "FOLH1", | |
| "F11", | |
| "DSC2", | |
| "CD33", | |
| "DKK1", | |
| "IL10", | |
| "CTSS", | |
| "STAT3", | |
| "DCN", | |
| "CAT", | |
| "ANGPT2", | |
| "STAB2", | |
| "SCARF1", | |
| "ATP5PO", | |
| "FGFR1", | |
| "HAPLN1", | |
| "SBDS", | |
| "FCN1", | |
| "PRKCG", | |
| "CTLA4", | |
| "MYBPC1", | |
| "APOM", | |
| "NGF", | |
| "YWHAZ", | |
| "PGM1", | |
| "MAPK13", | |
| "C4A", | |
| "CNTN2", | |
| "CFD", | |
| "CGA", | |
| "CD22", | |
| "CEBPB", | |
| "BMP1", | |
| "FUT5", | |
| "LIFR", | |
| "GPC2", | |
| "CCNA2", | |
| "WFIKKN1", | |
| "EFNA4", | |
| "ECM1", | |
| "IL2RG", | |
| "TNNI2", | |
| "CSF2", | |
| "TGFBR3", | |
| "SERPINF1", | |
| "BST1", | |
| "CFI", | |
| "NLGN4X", | |
| "IFNA10", | |
| "SHH", | |
| "L1CAM", | |
| "AMN", | |
| "CASP10", | |
| "GSN", | |
| "MMP13", | |
| "LCORL", | |
| "FGFR3", | |
| "CCL4L1", | |
| "CCL20", | |
| "LGMN", | |
| "CCL15", | |
| "ISLR2", | |
| "SERPINA1", | |
| "DPT", | |
| "FLT4", | |
| "DSG1", | |
| "NTN4", | |
| "DIABLO", | |
| "YWHAG", | |
| "GREM1", | |
| "EIF4A3", | |
| "ALB", | |
| "KLK5", | |
| "SH2D1A", | |
| "MFRP", | |
| "DCTN2", | |
| "EPHA5", | |
| "ACP5", | |
| "IGHE", | |
| "CHST2", | |
| "CRP", | |
| "CDC37", | |
| "TPSB2", | |
| "FUT3", | |
| "CFH", | |
| "HIPK3", | |
| "TGM3", | |
| "DDC", | |
| "BIRC5", | |
| "APP", | |
| "CCL16", | |
| "IL27RA", | |
| "CST1", | |
| "FCGR2A", | |
| "MMP7", | |
| "BMP7", | |
| "DSCAM", | |
| "IFNA7", | |
| "CKM", | |
| "TNNT2", | |
| "CCN2", | |
| "GRB2", | |
| "GZMA", | |
| "GRN", | |
| "PLXNC1", | |
| "C8A", | |
| "IL23R", | |
| "VWF", | |
| "CTSF", | |
| "GSTP1", | |
| "CD38", | |
| "HPGD", | |
| "MMP1", | |
| "MFGE8", | |
| "F5", | |
| "ANGPTL4", | |
| "AIP", | |
| "F9", | |
| "DSC3", | |
| "CMA1", | |
| "SERPINA4", | |
| "PRKAA1", | |
| "BTC", | |
| "MUC1", | |
| "CST5", | |
| "CD244", | |
| "NSFL1C", | |
| "FASLG", | |
| "C9", | |
| "CTSD", | |
| "LY86", | |
| "THBS2", | |
| "ALDOA", | |
| "CBX5", | |
| "CRK", | |
| "IL27", | |
| "BRF1", | |
| "FGF10", | |
| "GPC5", | |
| "ANGPT4", | |
| "ARSB", | |
| "NAPA", | |
| "DDR1", | |
| "UBE2G2", | |
| "GFRA3", | |
| "S100A9", | |
| "AZU1", | |
| "EIF5A", | |
| "CXCL2", | |
| "UBC", | |
| "MMEL1", | |
| "EFNA3", | |
| "MYC", | |
| "GP6", | |
| "CDC42BPB", | |
| "CHEK1", | |
| "PRDX1", | |
| "RELT", | |
| "FGF4", | |
| "AKR7A2", | |
| "FETUB", | |
| "KLK7", | |
| "HBA1", | |
| "C7", | |
| "CCN6", | |
| "FAP", | |
| "COL18A1", | |
| "FGF16", | |
| "DNAJB1", | |
| "CTSV", | |
| "GDF2", | |
| "TFF2", | |
| "CXCL10", | |
| "YWHAB", | |
| "CASP2", | |
| "CAMK2A", | |
| "SORCS2", | |
| "MMP12", | |
| "CNTN1", | |
| "SRC", | |
| "MMP10", | |
| "KIRREL3", | |
| "IL20", | |
| "F7", | |
| "TIMP3", | |
| "FGR", | |
| "KLK8", | |
| "CA4", | |
| "MRC2", | |
| "LUM", | |
| "EREG", | |
| "A2M", | |
| "ENTPD1", | |
| "TNFRSF21", | |
| "FAM3D", | |
| "GHRL", | |
| "TNFSF12", | |
| "IL23A", | |
| "CHL1", | |
| "PGD", | |
| "FABP1", | |
| "ANXA5", | |
| "PYY", | |
| "IL22", | |
| "LAG3", | |
| "CD40LG", | |
| "TSHB", | |
| "CD36", | |
| "GCG", | |
| "DLL1", | |
| "TLR2", | |
| "DNAJC19", | |
| "IL17A", | |
| "SCARB2", | |
| "ELANE", | |
| "CDH2", | |
| "PCSK9", | |
| "THBS4", | |
| "KLK4", | |
| "FSTL3", | |
| "TEK", | |
| "TKT", | |
| "IDUA", | |
| "TGFBR2", | |
| "CST2", | |
| "F3", | |
| "ROR1", | |
| "SERPINE2", | |
| "BMPR2", | |
| "FSTL1", | |
| "DDX19B", | |
| "AIF1", | |
| "SERPINA10", | |
| "SLPI", | |
| "CRISP3", | |
| "CCL25", | |
| "RB1", | |
| "TNFRSF1B", | |
| "ESAM", | |
| "CDNF", | |
| "MRC1", | |
| "CCL1", | |
| "CCL27", | |
| "SFRP1", | |
| "S100A4", | |
| "JAM3", | |
| "ESR1", | |
| "FER", | |
| "ATP5F1B", | |
| "CHKB", | |
| "IL16", | |
| "TNFSF14", | |
| "ACP1", | |
| "ABL2", | |
| "BCAN", | |
| "ANGPT1", | |
| "SUMO3", | |
| "PLA2G2A", | |
| "ARPP19", | |
| "CST3", | |
| "CCL17", | |
| "WNK3", | |
| "LBP", | |
| "HGF", | |
| "CLEC1B", | |
| "HSD17B1", | |
| "UCHL1", | |
| "CADM1", | |
| "SERPINA3", | |
| "EFNB1", | |
| "FCGR2B", | |
| "PLCG1", | |
| "FGF18", | |
| "TFF1", | |
| "EFNA5", | |
| "IGFBP3", | |
| "POLD1", | |
| "KLKB1", | |
| "SPP1", | |
| "COLEC11", | |
| "IL6", | |
| "CD47", | |
| "SLITRK5", | |
| "HSPD1", | |
| "H3C1", | |
| "RGMA", | |
| "FCGR1A", | |
| "ITIH4", | |
| "TNFSF13B", | |
| "PPY", | |
| "MPO", | |
| "TOP1", | |
| "HAT1", | |
| "F10", | |
| "PLA2G2E", | |
| "CCDC80", | |
| "PPBP", | |
| "CCL14", | |
| "SMPDL3A", | |
| "GAS1", | |
| "LYVE1", | |
| "CD55", | |
| "IL17D", | |
| "LILRB2", | |
| "CD63", | |
| "EPO", | |
| "SELL", | |
| "AREG", | |
| "TYRO3", | |
| "VEGFA", | |
| "CPNE1", | |
| "TNFRSF18", | |
| "LAMA1", | |
| "PIGR", | |
| "OMD", | |
| "PSMD7", | |
| "PSME1", | |
| "DYRK3", | |
| "IFNB1", | |
| "RSPO2", | |
| "ANK2", | |
| "RBP4", | |
| "DBNL", | |
| "ADAMTS5", | |
| "CXCL9", | |
| "CAST", | |
| "GDF11", | |
| "STAT6", | |
| "RSPO3", | |
| "IGFBP4", | |
| "NUDCD3", | |
| "CAPN1", | |
| "STC1", | |
| "SFN", | |
| "SERPIND1", | |
| "CMPK1", | |
| "PPIB", | |
| "PA2G4", | |
| "DCTPP1", | |
| "IL36B", | |
| "RNASEH1", | |
| "LDHB", | |
| "SPTAN1", | |
| "SIGLEC9", | |
| "MST1", | |
| "IL17F", | |
| "BCL6", | |
| "SLAMF6", | |
| "NACA", | |
| "COLEC12", | |
| "TNNI3", | |
| "ERBB3", | |
| "IDE", | |
| "TPM1", | |
| "CRLF1", | |
| "THPO", | |
| "CST4", | |
| "FGF1", | |
| "IGFBP2", | |
| "PDCD1LG2", | |
| "EPHA3", | |
| "GP1BA", | |
| "CRYZL1", | |
| "FCGR3B", | |
| "IRF1", | |
| "INHBA", | |
| "CD70", | |
| "SPARCL1", | |
| "TPI1", | |
| "CHST15", | |
| "NOTCH3", | |
| "CRTAM", | |
| "IGFBP5", | |
| "PRLR", | |
| "SNCA", | |
| "KPNA2", | |
| "FGFR4", | |
| "ICOS", | |
| "COL23A1", | |
| "VTN", | |
| "MDM2", | |
| "BMP6", | |
| "TK1", | |
| "IL1RN", | |
| "CCL7", | |
| "PDE4D", | |
| "PGF", | |
| "MDK", | |
| "TGFBI", | |
| "CNDP1", | |
| "MMP2", | |
| "EHMT2", | |
| "CXCL11", | |
| "NTF3", | |
| "FLRT3", | |
| "MCL1", | |
| "LRRTM3", | |
| "AGRP", | |
| "FGF19", | |
| "GPC3", | |
| "BCL2", | |
| "CDH5", | |
| "EGF", | |
| "IL22RA1", | |
| "JAML", | |
| "PLG", | |
| "RAC1", | |
| "PRTN3", | |
| "PRSS22", | |
| "ITGA2B", | |
| "TAB1", | |
| "ICAM1", | |
| "PLAU", | |
| "CSF1", | |
| "NTRK1", | |
| "SYNCRIP", | |
| "INS", | |
| "MMP14", | |
| "MDH1", | |
| "MBD4", | |
| "AMIGO2", | |
| "IL36A", | |
| "IFNG", | |
| "APOL1", | |
| "KNG1", | |
| "SHC1", | |
| "HS6ST1", | |
| "EEF1B2", | |
| "YWHAQ", | |
| "ERBB2", | |
| "EIF4EBP2", | |
| "PDE9A", | |
| "CGB5", | |
| "TACSTD2", | |
| "JCHAIN", | |
| "SEZ6L2", | |
| "FGF8", | |
| "PTH", | |
| "NCAM1", | |
| "AURKB", | |
| "ICAM5", | |
| "POSTN", | |
| "CNTF", | |
| "PAPPA", | |
| "NME1", | |
| "SEMA6B", | |
| "CAMK1D", | |
| "OAS1", | |
| "CCL22", | |
| "SLITRK1", | |
| "CDON", | |
| "EIF4H", | |
| "DKKL1", | |
| "OLR1", | |
| "TGFB2", | |
| "FLRT2", | |
| "MST1R", | |
| "SIGLEC14", | |
| "MSN", | |
| "CDK2", | |
| "HNRNPK", | |
| "HK2", | |
| "COMMD7", | |
| "CHST6", | |
| "ENTPD5", | |
| "SPHK2", | |
| "IFNGR1", | |
| "SMAD2", | |
| "HK1", | |
| "N6AMT1", | |
| "BCL2L2", | |
| "ICOSLG", | |
| "LGALS3BP", | |
| "MAP2K1", | |
| "CAMK1", | |
| "CTSE", | |
| "TNFRSF17", | |
| "SPINT1", | |
| "PPIF", | |
| "KIR2DL4", | |
| "PDE3A", | |
| "TSLP", | |
| "CTSC", | |
| "IL4R", | |
| "TEC", | |
| "IL5RA", | |
| "TAGLN2", | |
| "ERAP1", | |
| "NPPB", | |
| "CXCL13", | |
| "CD84", | |
| "CDH1", | |
| "CKAP2", | |
| "INSR", | |
| "GDNF", | |
| "PRSS2", | |
| "SPINT2", | |
| "SMOC1", | |
| "IFNAR1", | |
| "CALR", | |
| "EPHB6", | |
| "C1QA", | |
| "UNC5C", | |
| "LDLR", | |
| "IL18R1", | |
| "EDAR", | |
| "DLL4", | |
| "WFIKKN2", | |
| "OPCML", | |
| "CRLF2", | |
| "HIF1A", | |
| "EDA", | |
| "SPARC", | |
| "FCAR", | |
| "ERBB4", | |
| "PDGFRB", | |
| "IL18RAP", | |
| "H1-2", | |
| "CNDP2", | |
| "SMAD3", | |
| "PRDX6", | |
| "PRKCD", | |
| "SET", | |
| "SERPINF2", | |
| "STAT1", | |
| "PRKCB", | |
| "FLT3", | |
| "IL6R", | |
| "GCKR", | |
| "SELP", | |
| "TNFRSF1A", | |
| "IMPDH2", | |
| "CA2", | |
| "CDH3", | |
| "TNFRSF4", | |
| "ITGAV", | |
| "CPE", | |
| "ENG", | |
| "HPX", | |
| "CHIT1", | |
| "TNFRSF10A", | |
| "CSNK2A2", | |
| "BGN", | |
| "GPI", | |
| "MPL", | |
| "PDE7A", | |
| "CDK8", | |
| "PIK3CA", | |
| "PLAUR", | |
| "VCAM1", | |
| "HTRA2", | |
| "SERPING1", | |
| "PPA1", | |
| "CXCL5", | |
| "PDPK1", | |
| "PROK1", | |
| "HSP90AA1", | |
| "SGTA", | |
| "GPNMB", | |
| "MAPKAPK5", | |
| "IGF1R", | |
| "VTA1", | |
| "IL24", | |
| "BTK", | |
| "CA6", | |
| "VSIR", | |
| "SERPINA7", | |
| "HAAO", | |
| "FGF7", | |
| "LTF", | |
| "TNFRSF10B", | |
| "VEGFC", | |
| "EIF4G2", | |
| "IFNGR2", | |
| "UFC1", | |
| "IGF2R", | |
| "ADGRG5", | |
| "PDGFA", | |
| "NR1D1", | |
| "JUN", | |
| "NMT1", | |
| "MICB", | |
| "NTRK3", | |
| "TPO", | |
| "PROC", | |
| "SOST", | |
| "CYCS", | |
| "TFF3", | |
| "CD207", | |
| "LGALS4", | |
| "BAD", | |
| "ISG15", | |
| "IL12B", | |
| "TNFRSF19", | |
| "PRSS3", | |
| "THBS1", | |
| "KLRF1", | |
| "CD200R1", | |
| "UBB", | |
| "SNRPF", | |
| "KRAS", | |
| "CD86", | |
| "LSAMP", | |
| "CASP3", | |
| "CDKN1B", | |
| "NTF4", | |
| "BSG", | |
| "CCL24", | |
| "SERPINA5", | |
| "CD27", | |
| "CFP", | |
| "HCK", | |
| "CSF3R", | |
| "CD59", | |
| "IGF1", | |
| "NPPA", | |
| "FGF17", | |
| "IL12RB2", | |
| "JAK2", | |
| "TF", | |
| "H2AC25", | |
| "IL6ST", | |
| "SHBG", | |
| "TNFRSF12A", | |
| "SNAP25", | |
| "TPSG1", | |
| "LGALS8", | |
| "GFRA1", | |
| "BCAM", | |
| "LYN", | |
| "JAM2", | |
| "REN", | |
| "PIAS4", | |
| "HMGN1", | |
| "PIK3CG", | |
| "GRK2", | |
| "PPID", | |
| "SPOCK2", | |
| "ANXA6", | |
| "KYNU", | |
| "IL17RA", | |
| "UNC5D", | |
| "JAG2", | |
| "NAMPT", | |
| "FGF12", | |
| "TPM4", | |
| "GDF9", | |
| "CCN4", | |
| "HINT1", | |
| "TNFRSF9", | |
| "IL12A", | |
| "FGF6", | |
| "CDH6", | |
| "LCK", | |
| "HNRNPA2B1", | |
| "PAK6", | |
| "HDGFL2", | |
| "IL11", | |
| "PRSS27", | |
| "HSP90AB1", | |
| "NAAA", | |
| "FAM107B", | |
| "SPOCK1", | |
| "MAPK1", | |
| "ENTPD3", | |
| "CHRDL1", | |
| "IFNL1", | |
| "HAMP", | |
| "LCMT1", | |
| "PON1", | |
| "NME2", | |
| "ZNRF3", | |
| "MAPK9", | |
| "GSK3A", | |
| "PIK3R1", | |
| "EGFR", | |
| "TNFRSF6B", | |
| "BCL2A1", | |
| "PFDN5", | |
| "IL5", | |
| "CCL26", | |
| "SPHK1", | |
| "ULBP3", | |
| "BIRC7", | |
| "PAK5", | |
| "ARSA", | |
| "POMC", | |
| "MAP2K4", | |
| "XRCC6", | |
| "PRDX5", | |
| "TPT1", | |
| "CD274", | |
| "NEGR1", | |
| "LYPD3", | |
| "GZMH", | |
| "IGFBP1", | |
| "PSME3", | |
| "NR3C1", | |
| "MATN2", | |
| "IDS", | |
| "IL7", | |
| "S100A12", | |
| "CLCF1", | |
| "MAP2K3", | |
| "CDH12", | |
| "NTRK2", | |
| "LHB", | |
| "RBM39", | |
| "CD109", | |
| "RAC3", | |
| "MAPKAPK3", | |
| "EDA2R", | |
| "HMGB1", | |
| "CXCL6", | |
| "INHBB", | |
| "EPHB4", | |
| "POR", | |
| "LIN7B", | |
| "LY96", | |
| "IL4", | |
| "TGFB1", | |
| "CCNB1", | |
| "VIP", | |
| "IL9", | |
| "PGLYRP1", | |
| "RSPO4", | |
| "GDF5", | |
| "PTPN11", | |
| "SEMA6A", | |
| "GDI2", | |
| "RPS3A", | |
| "PECAM1", | |
| "TBP", | |
| "KIR3DL2", | |
| "TNFSF15", | |
| "TNFSF8", | |
| "SLC25A18", | |
| "GNLY", | |
| "DUSP3", | |
| "DPP7", | |
| "IL22RA2", | |
| "NXPH1", | |
| "UBE2N", | |
| "CCNC", | |
| "SEMA3A", | |
| "LRP1B", | |
| "IBSP", | |
| "PROS1", | |
| "PPP3CA", | |
| "AHSG", | |
| "PPIA", | |
| "KAT6A", | |
| "TYK2", | |
| "IL10RB", | |
| "SCARF2", | |
| "ULBP2", | |
| "NRXN1", | |
| "FAM107A", | |
| "PTPN1", | |
| "PCSK7", | |
| "DKK4", | |
| "LTB", | |
| "LRRTM1", | |
| "FGF5", | |
| "IL1R2", | |
| "RAD51", | |
| "LRP1", | |
| "LEP", | |
| "ROBO3", | |
| "LTBR", | |
| "APOA1", | |
| "NCR1", | |
| "IL2", | |
| "PDE5A", | |
| "SIRT2", | |
| "TFPI", | |
| "PAK3", | |
| "SLAMF7", | |
| "PDK1", | |
| "LRRK2", | |
| "CCL21", | |
| "BMPR1A", | |
| "MMP16", | |
| "MMP8", | |
| "TP53", | |
| "ICAM2", | |
| "TNC", | |
| "FGF9", | |
| "TGFB3", | |
| "KEAP1", | |
| "RPS3", | |
| "CD83", | |
| "SCGB2A1", | |
| "METAP2", | |
| "SEMA5A", | |
| "ROBO2", | |
| "TNFRSF13B", | |
| "VEGFD", | |
| "PSMA2", | |
| "CLIC1", | |
| "MEPE", | |
| "CNTFR", | |
| "CTSH", | |
| "GPT", | |
| "LYZ", | |
| "PLA2G1B", | |
| "MBL2", | |
| "PDXK", | |
| "TIMP2", | |
| "NRXN3", | |
| "CXCL1", | |
| "MED1", | |
| "IL3RA", | |
| "GZMB", | |
| "PDXP", | |
| "RARRES2", | |
| "HNRNPAB", | |
| "S100A7", | |
| "PKM", | |
| "PDGFB", | |
| "CDK5", | |
| "PPP3R1", | |
| "CAPG", | |
| "IL20RA", | |
| "PTK2", | |
| "PRKCQ", | |
| "KPNB1", | |
| "IL17B", | |
| "EPHB2", | |
| "C1QBP", | |
| "YES1", | |
| "HMGCR", | |
| "FLT3LG", | |
| "SEMA3E", | |
| "LGALS3", | |
| "IL1R1", | |
| "NOG", | |
| "MAPK11", | |
| "IL37", | |
| "PTGS2", | |
| "LGALS9", | |
| "DAPK2", | |
| "EIF5", | |
| "LGALS2", | |
| "PIANP", | |
| "PLA2G10", | |
| "ITGB3", | |
| "XPNPEP1", | |
| "KLK13", | |
| "KRT18", | |
| "PARK7", | |
| "SIGLEC6", | |
| "C1QC", | |
| "PCNA", | |
| "MIA", | |
| "PGK1", | |
| "LTA", | |
| "TNF", | |
| "CFL1", | |
| "LTA4H", | |
| "CX3CL1", | |
| "XCL1", | |
| "DKK3", | |
| "FTCD", | |
| "IL17RB", | |
| "ULBP1", | |
| "GPD1", | |
| "PEX5", | |
| "RPS7", | |
| "TIMP1", | |
| "PRKCI", | |
| "KLK3", | |
| "IL10RA", | |
| "PDGFRA", | |
| "STX1A", | |
| "NID1", | |
| "PLA2G5", | |
| "TNFRSF11A", | |
| "HSD17B10", | |
| "UBE2I", | |
| "KIF23", | |
| "NRP1", | |
| "IGFBP7", | |
| "PDIA3", | |
| "NOTCH1", | |
| "EFNA2", | |
| "MAPK14", | |
| "PTPN2", | |
| "IL19", | |
| "NANOG", | |
| "NAGK", | |
| "FCN2", | |
| "IL1RAP", | |
| "PDE2A", | |
| "CLC", | |
| "MMP17", | |
| "CAMK2B", | |
| "HDAC8", | |
| "PF4", | |
| "EPHA2", | |
| "ETHE1", | |
| "PPIE", | |
| "CCL3L1", | |
| "LY9", | |
| "ZAP70", | |
| "FYN", | |
| "CTSB", | |
| "NCK1", | |
| "TNFRSF11B", | |
| "MMP3", | |
| "ADAM9", | |
| "RETN", | |
| "IL17RC", | |
| "CTF1", | |
| "IGFBP6", | |
| "EBI3", | |
| "PRKCA", | |
| "FGF23", | |
| "LGALS7", | |
| "PTEN", | |
| "PDGFC", | |
| "NRCAM", | |
| "SERPINC1", | |
| "RNF43", | |
| "ICAM3", | |
| "GAPDH", | |
| "FGG", | |
| "PSPN", | |
| "PAFAH1B2", | |
| "C5", | |
| "JAG1", | |
| "PTK6", | |
| "RPS6KA5", | |
| "CAMK2D", | |
| "OCIAD1", | |
| "CCL8", | |
| "MAPT", | |
| "ITGB1", | |
| "IFNL2", | |
| "LMNB1", | |
| "CLU", | |
| "LAYN", | |
| "PEBP1", | |
| "CD48", | |
| "ITGA1", | |
| "SAA1", | |
| "FLRT1", | |
| "DYNLRB1", | |
| "TNFSF9", | |
| "IL1RL1", | |
| "SERPINA6", | |
| "VAV1", | |
| "EPOR", | |
| "RAN", | |
| "IL13RA1", | |
| "OSM", | |
| "PRKACA", | |
| "MET", | |
| "PDE11A", | |
| "PRKAA2", | |
| "F2", | |
| "TLR4", | |
| "UBE2L3", | |
| "MSLN", | |
| "GHR", | |
| "RPS6KA3", | |
| "YWHAE", | |
| "SFTPD", | |
| "IMPDH1", | |
| "TIE1", | |
| "ITGB5", | |
| "TNFRSF10D", | |
| "WNT7A", | |
| "DYNLL1", | |
| "EFEMP1", | |
| "CDH15", | |
| "SPON1", | |
| "IL7R", | |
| "KLRK1", | |
| "MAPK8", | |
| "H2BC21", | |
| "IL13", | |
| "OLFM4", | |
| "NOTCH2", | |
| "CSNK2B", | |
| "STIP1", | |
| "TPM2", | |
| "PRKCZ", | |
| "PRKAG1", | |
| "PRKAB1", | |
| "MATN3", | |
| "CCL23", | |
| "TNFSF4", | |
| "AKT2", | |
| "P4HB", | |
| "TNFSF11", | |
| "MAP2K2", | |
| "MSR1", | |
| "ENO2", | |
| "GPC6", | |
| "AKT3", | |
| "CSF3", | |
| "KIR3DS1", | |
| "PTN", | |
| "RGMB", | |
| "CD4", | |
| "STK16", | |
| "IL3", | |
| "PRKAB2", | |
| "IL1RAPL2", | |
| "PES1", | |
| "SOD2", | |
| "ADAMTS1", | |
| "SERPINE1", | |
| "CFC1", | |
| "CA10", | |
| "CD80", | |
| "TNFRSF14", | |
| "TMPRSS15", | |
| "NRG1", | |
| "TXNDC12", | |
| "CD93", | |
| "USP25", | |
| "MATK", | |
| "SKP1", | |
| "HMOX2", | |
| "IL12RB1", | |
| "CNTN5", | |
| "STUB1", | |
| "SIGLEC1", | |
| "PTHLH", | |
| "PTPN6", | |
| "CTSZ", | |
| "PLK1", | |
| "ANGPTL3", | |
| "IFNA2", | |
| "MAPK3", | |
| "CSRP3", | |
| "IL1A", | |
| "HSPA1A", | |
| "SOD3", | |
| "PDE1A", | |
| "RPSA", | |
| "PLXNB2", | |
| "TBK1", | |
| "BIRC3", | |
| "BCL2L1", | |
| "TYMS", | |
| "RXFP1", | |
| "FSHB", | |
| "PSMA6", | |
| "TNFSF18", | |
| "SELE", | |
| "IL1RL2", | |
| "CTSG", | |
| "EPHA10", | |
| "ING1", | |
| "METAP1", | |
| "KLK6", | |
| "IL18BP", | |
| "TNFRSF13C", | |
| "SNX4", | |
| "EFNB3", | |
| "RASA1", | |
| "TNFRSF8", | |
| "NCR3", | |
| "MAP3K7", | |
| "KLK14", | |
| "NTN1", | |
| "SSRP1", | |
| "CADM3", | |
| "PIM1", | |
| "IL25", | |
| "RTN4R", | |
| "ASGR1", | |
| "CHI3L1", | |
| "IL15RA", | |
| "HAVCR2", | |
| "IL17RD", | |
| "HBEGF", | |
| "MASP1", | |
| "KDR", | |
| "STK17B", | |
| "KREMEN2", | |
| "PSMA1", | |
| "LPO", | |
| "HIBADH", | |
| "TNFAIP6", | |
| "CSH1", | |
| "TG", | |
| "UFM1", | |
| "SECTM1", | |
| "AK1", | |
| "LEPR", | |
| "NCR2", | |
| "NRG4", | |
| "IL1B", | |
| "H2AZ1", | |
| "LRIG3", | |
| "GH1", | |
| "HJV", | |
| "ECE1", | |
| "SOD1", | |
| "LMAN2", | |
| "PRSS1", | |
| "IL34", | |
| "SCT", | |
| "MSTN", | |
| "ABL1", | |
| "LTBP4", | |
| "IGHA2", | |
| "FGB", | |
| "IGL", | |
| "HBB", | |
| "FTL", | |
| "CXCL3", | |
| "C8B", | |
| "CDK5R1", | |
| "CSH2", | |
| "YWHAH", | |
| "IGHG2" | |
| ], | |
| "Coefficient": [ | |
| -0.10540624524345832, | |
| -0.0998975107184235, | |
| -0.08373234746813085, | |
| 0.0806591392830899, | |
| 0.07610014282796805, | |
| -0.07389417641127771, | |
| 0.07166954530057465, | |
| -0.0715872024130391, | |
| 0.06824905059156124, | |
| 0.06750264730460388, | |
| -0.06731572084976079, | |
| 0.06702074848305661, | |
| 0.06503472278631513, | |
| 0.063967887886466, | |
| 0.06293790187394321, | |
| 0.06218937473457318, | |
| -0.059003735929578804, | |
| 0.05894294317435864, | |
| 0.05873294421200352, | |
| 0.058616291895281385, | |
| -0.057676431615938405, | |
| -0.05745078655668869, | |
| 0.05678147954325893, | |
| -0.05570225854385788, | |
| -0.05490127530131873, | |
| 0.05368273256439321, | |
| -0.053473207880408505, | |
| 0.05290181851035782, | |
| -0.05257837726464602, | |
| 0.052445185990935714, | |
| -0.05171282848539084, | |
| -0.05131225976104333, | |
| 0.051056863148098375, | |
| -0.05059110462204914, | |
| -0.05022166127782471, | |
| 0.04989659337283095, | |
| -0.04875477390773614, | |
| 0.04687885791453686, | |
| -0.046773979146874874, | |
| 0.04553903862040679, | |
| -0.04523244627655752, | |
| -0.044933818385790004, | |
| 0.04490268956469968, | |
| 0.04466480654569296, | |
| 0.044634952466162496, | |
| -0.04443076288469048, | |
| 0.04425377818991928, | |
| -0.04372329374813322, | |
| -0.043495703271997734, | |
| 0.0432438091871719, | |
| 0.04322309035138325, | |
| -0.04315348277548685, | |
| -0.04302673557595558, | |
| -0.04214135817962623, | |
| 0.0419440772002212, | |
| 0.04182425557072758, | |
| 0.040142115294483284, | |
| -0.04005982707196447, | |
| 0.03978935278422161, | |
| 0.039520169731063544, | |
| -0.03951738400596331, | |
| -0.039277580393951274, | |
| -0.03911893155378452, | |
| 0.03848309921630102, | |
| 0.03839847335080061, | |
| 0.0382066764736324, | |
| 0.037808799523956764, | |
| 0.03725223291981898, | |
| 0.03683283123585648, | |
| -0.03586959511856828, | |
| -0.035684652384637465, | |
| -0.035528779071915845, | |
| 0.03524218056797136, | |
| -0.03512340057111018, | |
| -0.03505148272123261, | |
| -0.03475669312361464, | |
| 0.03460214727463743, | |
| 0.03451714243240134, | |
| -0.034514755515866295, | |
| 0.03450947774485461, | |
| 0.03448009133366241, | |
| -0.03446297881283946, | |
| 0.03425482096223634, | |
| -0.03396830456797656, | |
| 0.03371455804180731, | |
| 0.03357471722039786, | |
| -0.03326939418069679, | |
| 0.03322316574821093, | |
| 0.03313005245696123, | |
| 0.032877523856611156, | |
| 0.032871062549656604, | |
| 0.032783011591359726, | |
| -0.03243577079371607, | |
| -0.03219471611572767, | |
| -0.03180707083820039, | |
| -0.03174100935574539, | |
| 0.0315660129458759, | |
| 0.031267989334765336, | |
| -0.03111480404479822, | |
| -0.031020712981428247, | |
| 0.0308864936854096, | |
| -0.030840330801640524, | |
| -0.03081654020746017, | |
| 0.030807256661729027, | |
| 0.030332454753157347, | |
| -0.030299295016855698, | |
| -0.030193418611696766, | |
| 0.0299963628386853, | |
| 0.02985216295012866, | |
| -0.029692088068148333, | |
| 0.029641637956524757, | |
| -0.02956649148407709, | |
| 0.029246641492310346, | |
| -0.029039544661673335, | |
| -0.029007538337149832, | |
| -0.028801641106822193, | |
| 0.02866292789839564, | |
| 0.028655470160675933, | |
| 0.028598596994772536, | |
| 0.02852361538157199, | |
| 0.028478084153603554, | |
| -0.028273218778477733, | |
| 0.02823372839423966, | |
| -0.02813709300768748, | |
| -0.027975014085513252, | |
| 0.027974380996489384, | |
| 0.027310439260406223, | |
| -0.027299419751764187, | |
| -0.027217774367718307, | |
| -0.027153203538414546, | |
| -0.027153183302630075, | |
| 0.026671775608261512, | |
| 0.02663526780545729, | |
| -0.02658535430263271, | |
| 0.026571319277302764, | |
| 0.026540188950336222, | |
| -0.0264584735474398, | |
| -0.026440175193349107, | |
| -0.026381911862109666, | |
| -0.02622993779817318, | |
| 0.02591319681801919, | |
| -0.02590565776146275, | |
| -0.025770139270573384, | |
| -0.02569415977807982, | |
| 0.02551829507415609, | |
| 0.02518358548623553, | |
| -0.02511100670511487, | |
| -0.024992466830237148, | |
| -0.02495733676874271, | |
| -0.024843574013367824, | |
| -0.02451875884969401, | |
| -0.024386527749385788, | |
| -0.024364568692293056, | |
| 0.024358665722477593, | |
| -0.024353877434079213, | |
| -0.02420489606720553, | |
| 0.024056425973931796, | |
| -0.023978348732527265, | |
| 0.023885380185182565, | |
| -0.023820596046420024, | |
| 0.023800135504940215, | |
| 0.02377322266049186, | |
| -0.02374492223899056, | |
| 0.02370309232083532, | |
| -0.02367353376352768, | |
| 0.02361771300680291, | |
| -0.023587805870565366, | |
| 0.023544757389592375, | |
| -0.02351671725664631, | |
| 0.02337426567228462, | |
| -0.023277525458633038, | |
| 0.023061044586965992, | |
| 0.022745263602112004, | |
| 0.022679920054531174, | |
| -0.02264324116070226, | |
| -0.02259839617795828, | |
| 0.02254634091515339, | |
| 0.02234095434164548, | |
| 0.022310890052565195, | |
| -0.02220640733010822, | |
| -0.02219578980752832, | |
| -0.022027689724908813, | |
| 0.021980604098413636, | |
| -0.02191597691692994, | |
| 0.02180187845502235, | |
| 0.02173568759169885, | |
| -0.02157718728364032, | |
| -0.021516018061464616, | |
| -0.02149554476511321, | |
| -0.021380968102070956, | |
| 0.021328395292071884, | |
| -0.02125225642234414, | |
| 0.021185213563632493, | |
| -0.021112845530561117, | |
| 0.021020176244932184, | |
| -0.020941497081715756, | |
| 0.020880504474837313, | |
| 0.02087291420423633, | |
| 0.02073854682349994, | |
| -0.02067860397917682, | |
| 0.020625170250133072, | |
| 0.020447752501476228, | |
| 0.02038199380752454, | |
| 0.020333884531953342, | |
| 0.020278625308476256, | |
| 0.020188555355008946, | |
| 0.02016565032033466, | |
| 0.020144209948878364, | |
| 0.019966967505007364, | |
| 0.019943971536222977, | |
| 0.019888929454925583, | |
| 0.01986196336970889, | |
| -0.01981073328052183, | |
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| -3.1895227303371924e-18, | |
| 2.804243744043237e-18, | |
| 1.1077577553996244e-18 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.10540624524345832, | |
| 0.0998975107184235, | |
| 0.08373234746813085, | |
| 0.0806591392830899, | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 62.5, | |
| "precision": 59.42857142857142, | |
| "recall": 59.33333333333333, | |
| "f1": 59.290919606709075 | |
| }, | |
| "selection": { | |
| "precision": 0.07728058432206204, | |
| "recall": 100.0, | |
| "f1": 0.1544418138232597, | |
| "jaccard": 0.07728058432206204 | |
| } | |
| } | |
| } |