| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ATG5", | |
| "BATF3", | |
| "B3GAT1", | |
| "BCL2L11", | |
| "BTK", | |
| "C1R", | |
| "C4BPA", | |
| "C1QB", | |
| "CD40LG", | |
| "BCAP31", | |
| "CCL8", | |
| "DEFB4A", | |
| "CXCR3", | |
| "BCL2", | |
| "APP", | |
| "IRAK2", | |
| "HLA-DQA1", | |
| "EBI3", | |
| "ADGRE2", | |
| "CD59", | |
| "LILRB5", | |
| "MAPK14", | |
| "TLR3", | |
| "TP53", | |
| "CCL15", | |
| "BATF", | |
| "C3", | |
| "CIITA", | |
| "FADD", | |
| "IL1R1", | |
| "HRAS", | |
| "FKBP5", | |
| "EGR2", | |
| "CD9", | |
| "HFE", | |
| "DEFB103A", | |
| "PTGS2", | |
| "CD53", | |
| "LTB4R", | |
| "CD86", | |
| "CCL20", | |
| "ATG16L1", | |
| "CR2", | |
| "CXCR2", | |
| "PSMB5", | |
| "BCL3", | |
| "CTNNB1", | |
| "CCL3", | |
| "CCND3", | |
| "BST2", | |
| "CARD9", | |
| "PTAFR", | |
| "IL4R", | |
| "SLC2A1", | |
| "FYN", | |
| "DEFB103B", | |
| "IL7", | |
| "MBP", | |
| "S1PR1", | |
| "POLR1G", | |
| "NFATC2", | |
| "CCL5", | |
| "CCL22", | |
| "IKZF1", | |
| "FCAR", | |
| "AIRE", | |
| "IGF2R", | |
| "KLRC3", | |
| "CRADD", | |
| "MAPKAPK2", | |
| "CXCL11", | |
| "IL6", | |
| "CD46", | |
| "TNFSF11", | |
| "IRGM", | |
| "CD14", | |
| "CFI", | |
| "CCR8", | |
| "CFH", | |
| "CCRL2", | |
| "NT5E", | |
| "CCL2", | |
| "LTB4R2", | |
| "FAS", | |
| "HLA-DRB3", | |
| "FN1", | |
| "CD160", | |
| "MALT1", | |
| "CCL13", | |
| "CD80", | |
| "ABL1", | |
| "IL17A", | |
| "LCP2", | |
| "NOTCH2", | |
| "IRF7", | |
| "IL22", | |
| "RAG2", | |
| "ATG12", | |
| "IL13RA1", | |
| "ITGA5", | |
| "CD19", | |
| "FCER1A", | |
| "CD79B", | |
| "SPP1", | |
| "ACKR4", | |
| "KLRA1P", | |
| "SELE", | |
| "DEFB1", | |
| "ATG10", | |
| "PSMC2", | |
| "FCGR2B", | |
| "PDCD1", | |
| "CFD", | |
| "IL16", | |
| "LIF", | |
| "MUC1", | |
| "CFB", | |
| "NOD2", | |
| "IL1RAP", | |
| "ATG7", | |
| "CD36", | |
| "SELPLG", | |
| "FOXP3", | |
| "NLRP3", | |
| "EGR1", | |
| "CCL19", | |
| "IL32", | |
| "MAP4K4", | |
| "MX1", | |
| "ZBTB16", | |
| "IL10", | |
| "IL21R", | |
| "IL1B", | |
| "MSR1", | |
| "IL4", | |
| "IL21", | |
| "IFI16", | |
| "CD4", | |
| "BLNK", | |
| "ITGA2B", | |
| "BTLA", | |
| "CLEC6A", | |
| "CUL9", | |
| "CLEC5A", | |
| "SLAMF6", | |
| "GZMK", | |
| "CD7", | |
| "TNFSF15", | |
| "BCL10", | |
| "TLR4", | |
| "EDNRB", | |
| "CSF2", | |
| "TIRAP", | |
| "IL1RN", | |
| "KLRG1", | |
| "POU2F2", | |
| "SLAMF1", | |
| "STAT4", | |
| "CD274", | |
| "CD1D", | |
| "PDCD2", | |
| "CD48", | |
| "TOLLIP", | |
| "BAX", | |
| "AICDA", | |
| "IL7R", | |
| "KCNJ2", | |
| "IRF5", | |
| "ITLN2", | |
| "GP1BB", | |
| "ITGB1", | |
| "CXCL8", | |
| "TCF7", | |
| "IRF3", | |
| "MAPK11", | |
| "TNFRSF17", | |
| "CTSC", | |
| "IRAK1", | |
| "TNFSF13B", | |
| "CLU", | |
| "CCR1", | |
| "RAG1", | |
| "CCL4", | |
| "CCR6", | |
| "CASP10", | |
| "CXCL1", | |
| "IL3", | |
| "CCL16", | |
| "IRF4", | |
| "TGFBI", | |
| "TNFSF8", | |
| "IFI35", | |
| "IL2RA", | |
| "UBE2L3", | |
| "CCR2", | |
| "MME", | |
| "ITGA4", | |
| "CD70", | |
| "CASP8", | |
| "HLA-DMB", | |
| "IL26", | |
| "PDCD1LG2", | |
| "TRAF1", | |
| "TAPBP", | |
| "ENTPD1", | |
| "CX3CR1", | |
| "IRAK4", | |
| "TNFRSF10C", | |
| "PRKCD", | |
| "CDKN1A", | |
| "CCL26", | |
| "PAX5", | |
| "CD58", | |
| "HAVCR2", | |
| "MIF", | |
| "C5", | |
| "KLRG2", | |
| "CD163", | |
| "PTPN2", | |
| "LCK", | |
| "NCAM1", | |
| "MYD88", | |
| "TLR1", | |
| "CD164", | |
| "TCF4", | |
| "CXCR6", | |
| "IFNA2", | |
| "CCR10", | |
| "ITGAL", | |
| "TAGAP", | |
| "CD1A", | |
| "IKBKE", | |
| "HLA-C", | |
| "TRAF4", | |
| "IFNL1", | |
| "B2M", | |
| "IL12B", | |
| "CCL23", | |
| "CEACAM6", | |
| "BST1", | |
| "ITGB2", | |
| "PSMB7", | |
| "CD99", | |
| "CLEC4E", | |
| "ICAM1", | |
| "CD8B", | |
| "IL15", | |
| "CXCL2", | |
| "MS4A1", | |
| "CXCL12", | |
| "STAT1", | |
| "CD96", | |
| "IL6ST", | |
| "CD8A", | |
| "IFNB1", | |
| "IL10RA", | |
| "CD276", | |
| "ICAM3", | |
| "TLR2", | |
| "STAT3", | |
| "ARHGDIB", | |
| "IFNAR1", | |
| "TLR9", | |
| "IFIH1", | |
| "STAT5A", | |
| "SYK", | |
| "PLA2G2E", | |
| "SMAD5", | |
| "KLRC1", | |
| "HLA-DPA1", | |
| "IL2RG", | |
| "CD28", | |
| "VCAM1", | |
| "PTGER4", | |
| "TNFSF12", | |
| "PDGFB", | |
| "PML", | |
| "MRC1", | |
| "IL6R", | |
| "KLRB1", | |
| "AHR", | |
| "RELB", | |
| "IL27", | |
| "CSF2RB", | |
| "NFATC1", | |
| "ITGAM", | |
| "C1QA", | |
| "IL2RB", | |
| "PRDM1", | |
| "TNFRSF9", | |
| "ADA", | |
| "C1S", | |
| "C7", | |
| "PDGFRB", | |
| "CEBPB", | |
| "CD55", | |
| "PLAU", | |
| "LILRB2", | |
| "IL11RA", | |
| "TLR5", | |
| "CD34", | |
| "CR1", | |
| "CD81", | |
| "PSMD7", | |
| "CD74", | |
| "IL5", | |
| "CD3D", | |
| "GATA3", | |
| "C1QBP", | |
| "IL17F", | |
| "TGFBR1", | |
| "HAMP", | |
| "NOTCH1", | |
| "ARG2", | |
| "S100A8", | |
| "SOCS3", | |
| "CCL11", | |
| "CCL18", | |
| "XCL1", | |
| "PLAUR", | |
| "KIR3DL1", | |
| "RTRAF", | |
| "CD40", | |
| "NFKBIZ", | |
| "LAIR1", | |
| "CSF1", | |
| "TLR8", | |
| "JAK3", | |
| "CD6", | |
| "IKBKB", | |
| "IL1RL2", | |
| "THY1", | |
| "IL18", | |
| "GBP5", | |
| "IL20", | |
| "C6", | |
| "CASP2", | |
| "TNFRSF11A", | |
| "BID", | |
| "FCGR2A", | |
| "MAF", | |
| "FCGRT", | |
| "ICOS", | |
| "KLRF1", | |
| "CLEC7A", | |
| "KIT", | |
| "TRAF6", | |
| "PRF1", | |
| "CD83", | |
| "TNFRSF1B", | |
| "IRAK3", | |
| "IFNL2", | |
| "LITAF", | |
| "CASP3", | |
| "CD2", | |
| "ARG1", | |
| "GPI", | |
| "CCL7", | |
| "C9", | |
| "NCF4", | |
| "SERPING1", | |
| "CCR5", | |
| "NOD1", | |
| "ELP1", | |
| "LTA", | |
| "BCL6", | |
| "HLA-A", | |
| "XCR1", | |
| "CX3CL1", | |
| "TBK1", | |
| "TGFBR2", | |
| "IL12A", | |
| "TNFSF4", | |
| "LAMP3", | |
| "ITGA6", | |
| "LILRA1", | |
| "MR1", | |
| "TYK2", | |
| "GBP1", | |
| "HLA-DOB", | |
| "HLA-DPB1", | |
| "LAG3", | |
| "TFRC", | |
| "CMKLR1", | |
| "IL9", | |
| "LILRA6", | |
| "HLA-B", | |
| "KIR3DL3", | |
| "LILRB1", | |
| "IKZF3", | |
| "IKZF2", | |
| "IFNGR1", | |
| "ATM", | |
| "LGALS3", | |
| "CSF3R", | |
| "CYBB", | |
| "IL23R", | |
| "NOS2", | |
| "STAT6", | |
| "NFKB2", | |
| "IFIT2", | |
| "TNFRSF13B", | |
| "LY96", | |
| "TNFRSF8", | |
| "CD5", | |
| "PLAAT4", | |
| "IDO1", | |
| "ICOSLG", | |
| "SOCS1", | |
| "CD79A", | |
| "TAP2", | |
| "CXCL13", | |
| "ITGAE", | |
| "RAF1", | |
| "PTPN6", | |
| "IL18RAP", | |
| "MAPK1", | |
| "DUSP4", | |
| "IRF8", | |
| "CD24", | |
| "TIGIT", | |
| "LTF", | |
| "TNF", | |
| "PSMB9", | |
| "CD244", | |
| "CD82", | |
| "ICAM5", | |
| "IL18R1", | |
| "CD247", | |
| "HLA-DRB1", | |
| "CEACAM8", | |
| "TRAF3", | |
| "CHUK", | |
| "IRF1", | |
| "IL13", | |
| "RUNX1", | |
| "MASP1", | |
| "CFP", | |
| "NCR1", | |
| "PTK2", | |
| "PIGR", | |
| "LEF1", | |
| "TNFRSF14", | |
| "JAK1", | |
| "MBL2", | |
| "ILF3", | |
| "ABCB1", | |
| "ZEB1", | |
| "CD27", | |
| "XBP1", | |
| "GZMB", | |
| "CDH5", | |
| "CXCL10", | |
| "LTBR", | |
| "SLAMF7", | |
| "RORC", | |
| "HLA-DMA", | |
| "CASP1", | |
| "CEACAM1", | |
| "LILRA2", | |
| "HLA-DQB1", | |
| "C2", | |
| "CTSG", | |
| "TAL1", | |
| "PPARG", | |
| "IFNG", | |
| "MASP2", | |
| "HLA-DRA", | |
| "TNFSF10", | |
| "PTPN22", | |
| "LILRA5", | |
| "KLRC2", | |
| "CLEC4A", | |
| "LILRB3", | |
| "NFATC3", | |
| "CTSS", | |
| "ICAM4", | |
| "TICAM1", | |
| "CD44", | |
| "CXCR4", | |
| "IL19", | |
| "DPP4", | |
| "TRAF2", | |
| "NFIL3", | |
| "FCER1G", | |
| "IL1A", | |
| "ITGAX", | |
| "STAT5B", | |
| "KLRK1", | |
| "KIR3DL2", | |
| "LILRA3", | |
| "TNFAIP3", | |
| "CSF1R", | |
| "TAP1", | |
| "IL12RB1", | |
| "VTN", | |
| "PLA2G2A", | |
| "MCL1", | |
| "IL17B", | |
| "MARCO", | |
| "GNLY", | |
| "SH2D1A", | |
| "KLRC4", | |
| "CISH", | |
| "ETS1", | |
| "GFI1", | |
| "IL22RA2", | |
| "NFKB1", | |
| "IKBKG", | |
| "PPBP", | |
| "IFITM1", | |
| "SRC", | |
| "CD3E", | |
| "ICAM2", | |
| "MAP4K1", | |
| "IL1R2", | |
| "LILRA4", | |
| "GPR183", | |
| "IL2", | |
| "CD209", | |
| "CXCR1", | |
| "TNFAIP6", | |
| "KLRD1", | |
| "TNFRSF4", | |
| "CCL24", | |
| "LILRB4", | |
| "CD22", | |
| "GZMA", | |
| "S100A9", | |
| "TBX21", | |
| "SIGIRR", | |
| "RELA", | |
| "STAT2", | |
| "PSMB8", | |
| "TRAF5", | |
| "PYCARD", | |
| "C8B", | |
| "IFNAR2", | |
| "ZAP70", | |
| "IL1RL1", | |
| "NFKBIA", | |
| "TLR7", | |
| "C8G", | |
| "CAMP", | |
| "STING1", | |
| "PSMB10", | |
| "SELL", | |
| "C8A", | |
| "SMAD3", | |
| "PECAM1", | |
| "CCR7", | |
| "JAK2", | |
| "EOMES", | |
| "IL23A", | |
| "CXCL9", | |
| "KLRF2", | |
| "ITLN1", | |
| "SKI", | |
| "TGFB1", | |
| "MAP4K2", | |
| "TNFRSF13C" | |
| ], | |
| "Coefficient": [ | |
| 0.11780342830049241, | |
| -0.0861095572258563, | |
| 0.07768908644587427, | |
| 0.07501879998719942, | |
| -0.07441253761299314, | |
| 0.07310217963817947, | |
| -0.07230501819848531, | |
| 0.07174938632875263, | |
| 0.07155764513458247, | |
| 0.07109494784835015, | |
| -0.06611890101853671, | |
| -0.06527847827804997, | |
| 0.06514383485922284, | |
| 0.0650393813888828, | |
| 0.06347360855105066, | |
| -0.06261057663838407, | |
| 0.061698122392514716, | |
| 0.0616078865291913, | |
| -0.06120471665755433, | |
| -0.06072899988758262, | |
| -0.05936963445210789, | |
| -0.05875457803790658, | |
| 0.057045397063005446, | |
| -0.05641753745964818, | |
| 0.05600530290529516, | |
| 0.055030875561885864, | |
| 0.05494813935818194, | |
| 0.05484788653575794, | |
| -0.05462953245805752, | |
| 0.053725367108684495, | |
| 0.0534883317225078, | |
| -0.05322744146303811, | |
| -0.053194250707603585, | |
| -0.0530554419409965, | |
| -0.051174494804149616, | |
| 0.05044058108865428, | |
| 0.05017629188153821, | |
| 0.0499560295015195, | |
| 0.049709702795103464, | |
| -0.04963609694668196, | |
| -0.048185759005485176, | |
| -0.04814823114882016, | |
| 0.04780259730674014, | |
| 0.04736270294264765, | |
| 0.04690444077499432, | |
| -0.04679406491655087, | |
| -0.04675513798301217, | |
| -0.0465744999083144, | |
| 0.04654582073352469, | |
| 0.04622760124642344, | |
| -0.04578211696087243, | |
| 0.04555875451227345, | |
| 0.04540989370654655, | |
| 0.045029270885803364, | |
| 0.044836209599455036, | |
| 0.044459070866274916, | |
| -0.04408244132384832, | |
| -0.043869003706077075, | |
| -0.04379411050021056, | |
| 0.043141076967394935, | |
| -0.042587375902711354, | |
| 0.04232841703678221, | |
| 0.04231923043021128, | |
| -0.04223428764277863, | |
| -0.04137382237367359, | |
| -0.041185593433015116, | |
| -0.04084414744164785, | |
| 0.040609251826272, | |
| -0.04059084779339379, | |
| 0.03878150011078762, | |
| -0.03867662320865693, | |
| 0.03850892308763286, | |
| -0.0384444073648375, | |
| -0.03826009628571878, | |
| 0.03789479302649197, | |
| 0.037847294322480386, | |
| 0.03782730759729394, | |
| 0.03766677844593251, | |
| 0.037521054557150574, | |
| 0.03746292934520297, | |
| 0.03731540350080519, | |
| 0.037233042945486745, | |
| 0.037200968524079434, | |
| 0.037073603446494324, | |
| -0.03702325526858832, | |
| 0.037020009399544404, | |
| 0.037017407920778504, | |
| -0.036727303029523914, | |
| -0.036585887756997566, | |
| -0.03608285536649553, | |
| -0.03601982619502681, | |
| -0.03601555587153987, | |
| -0.03600851986862994, | |
| 0.035685339411296056, | |
| 0.03564179960858584, | |
| 0.03521473618381314, | |
| -0.035213185715808865, | |
| 0.03500000112778297, | |
| 0.03487063149410346, | |
| 0.034859291147435995, | |
| 0.034857907175747105, | |
| -0.034816819175439585, | |
| -0.0345408318253315, | |
| 0.0342455899646414, | |
| 0.03402050634983371, | |
| 0.033651412900733375, | |
| -0.03356789177894761, | |
| -0.03343510385063712, | |
| 0.03274432035926174, | |
| -0.032663729768030905, | |
| -0.03231620454148628, | |
| 0.03193747954438513, | |
| 0.03193540609304133, | |
| 0.0318386334292099, | |
| 0.03178294771428164, | |
| -0.03175573750097043, | |
| -0.03174065297040875, | |
| -0.03158659472953456, | |
| -0.031277545603166736, | |
| 0.031010863584597672, | |
| -0.030945814757962684, | |
| 0.03071092777404142, | |
| -0.03070741122718141, | |
| -0.030419274753882564, | |
| 0.030283221560464403, | |
| 0.03015988737488754, | |
| 0.02990523913575303, | |
| 0.029503829884979713, | |
| 0.02943374857858914, | |
| -0.02921416163308175, | |
| -0.029084329879605627, | |
| 0.029080913817908748, | |
| -0.028948908054578733, | |
| -0.028780735046417222, | |
| 0.028600001307895733, | |
| -0.02844919754979249, | |
| 0.028438016073899407, | |
| -0.028358032565424723, | |
| 0.02829296669587232, | |
| 0.028156987565211688, | |
| -0.028085040267392242, | |
| -0.028007475453285028, | |
| 0.027989887357409548, | |
| -0.027941049289835276, | |
| 0.027770939790708982, | |
| -0.02760707430958166, | |
| -0.027560768795408447, | |
| 0.027449217897293342, | |
| -0.027173384796724293, | |
| -0.027018753568065105, | |
| 0.027017391851722323, | |
| 0.026854709178166583, | |
| -0.026773226528387664, | |
| 0.02649978293676823, | |
| -0.02645559668227698, | |
| -0.026441310984794086, | |
| 0.026344459448856595, | |
| -0.026320078117981153, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 59.1304347826087, | |
| "precision": 32.82828282828283, | |
| "recall": 46.666666666666664, | |
| "f1": 38.030584482596865 | |
| }, | |
| "selection": { | |
| "precision": 9.44741532976827, | |
| "recall": 100.0, | |
| "f1": 17.263843648208468, | |
| "jaccard": 9.44741532976827 | |
| } | |
| } | |
| } |