| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ATG5", | |
| "BATF3", | |
| "B3GAT1", | |
| "BCL2L11", | |
| "C1R", | |
| "BTK", | |
| "C4BPA", | |
| "C1QB", | |
| "BCAP31", | |
| "APP", | |
| "CXCR3", | |
| "CD40LG", | |
| "DEFB4A", | |
| "IRAK2", | |
| "CCL8", | |
| "EBI3", | |
| "HLA-DQA1", | |
| "CD59", | |
| "C3", | |
| "LILRB5", | |
| "MAPK14", | |
| "CCL15", | |
| "IL1R1", | |
| "TP53", | |
| "ADGRE2", | |
| "EGR2", | |
| "TLR3", | |
| "HFE", | |
| "BATF", | |
| "FADD", | |
| "CD9", | |
| "BCL2", | |
| "FKBP5", | |
| "LTB4R", | |
| "HRAS", | |
| "DEFB103A", | |
| "CXCR2", | |
| "CIITA", | |
| "PTGS2", | |
| "CR2", | |
| "BST2", | |
| "CCL3", | |
| "CD53", | |
| "CD86", | |
| "FYN", | |
| "CTNNB1", | |
| "IL4R", | |
| "CARD9", | |
| "PSMB5", | |
| "CCL20", | |
| "PTAFR", | |
| "DEFB103B", | |
| "SLC2A1", | |
| "S1PR1", | |
| "IL7", | |
| "CCND3", | |
| "IKZF1", | |
| "BCL3", | |
| "CCR8", | |
| "CRADD", | |
| "POLR1G", | |
| "KLRC3", | |
| "FCAR", | |
| "NFATC2", | |
| "ATG16L1", | |
| "CD160", | |
| "CD14", | |
| "CCL5", | |
| "IGF2R", | |
| "IRF7", | |
| "MAPKAPK2", | |
| "IL6", | |
| "MBP", | |
| "CFI", | |
| "CD80", | |
| "NT5E", | |
| "IRGM", | |
| "FN1", | |
| "CXCL11", | |
| "TNFSF11", | |
| "ATG12", | |
| "ABL1", | |
| "FAS", | |
| "LCP2", | |
| "CCL13", | |
| "LTB4R2", | |
| "CD79B", | |
| "CD46", | |
| "MALT1", | |
| "IL17A", | |
| "AIRE", | |
| "CCL2", | |
| "KLRA1P", | |
| "NOTCH2", | |
| "CCL22", | |
| "FCER1A", | |
| "FOXP3", | |
| "CFH", | |
| "DEFB1", | |
| "ITGA5", | |
| "SPP1", | |
| "HLA-DRB3", | |
| "CD19", | |
| "RAG2", | |
| "CCRL2", | |
| "CD36", | |
| "NOD2", | |
| "IL13RA1", | |
| "IL1RAP", | |
| "ACKR4", | |
| "SELPLG", | |
| "IL22", | |
| "SELE", | |
| "MUC1", | |
| "CFD", | |
| "PSMC2", | |
| "PDCD1", | |
| "LIF", | |
| "CCL19", | |
| "IL21R", | |
| "IL32", | |
| "ZBTB16", | |
| "BCL10", | |
| "BTLA", | |
| "CFB", | |
| "MAP4K4", | |
| "FCGR2B", | |
| "CD274", | |
| "GZMK", | |
| "EGR1", | |
| "IL16", | |
| "NLRP3", | |
| "ATG10", | |
| "EDNRB", | |
| "CD1D", | |
| "IL10", | |
| "IL1B", | |
| "MX1", | |
| "BLNK", | |
| "SLAMF6", | |
| "STAT4", | |
| "CD7", | |
| "IL4", | |
| "IL7R", | |
| "CD4", | |
| "MSR1", | |
| "POU2F2", | |
| "AICDA", | |
| "IL21", | |
| "CCR6", | |
| "TLR4", | |
| "CLEC5A", | |
| "IFI16", | |
| "IRF5", | |
| "BAX", | |
| "PDCD2", | |
| "CUL9", | |
| "TOLLIP", | |
| "GP1BB", | |
| "CLU", | |
| "TCF7", | |
| "CX3CR1", | |
| "PDCD1LG2", | |
| "IL1RN", | |
| "KCNJ2", | |
| "ITGA2B", | |
| "SLAMF1", | |
| "TNFSF8", | |
| "MAPK11", | |
| "ITLN2", | |
| "IL26", | |
| "CSF2", | |
| "CXCL8", | |
| "TNFSF15", | |
| "TNFRSF17", | |
| "TNFSF13B", | |
| "B2M", | |
| "IRF3", | |
| "KLRG1", | |
| "IL2RA", | |
| "HLA-C", | |
| "CXCL1", | |
| "ITGA4", | |
| "CCR10", | |
| "MME", | |
| "IFI35", | |
| "IL3", | |
| "CD48", | |
| "CD70", | |
| "CCL4", | |
| "ITGB1", | |
| "PAX5", | |
| "TIRAP", | |
| "TGFBI", | |
| "RAG1", | |
| "CD1A", | |
| "TAPBP", | |
| "CD163", | |
| "ARHGDIB", | |
| "CLEC6A", | |
| "IRAK1", | |
| "CASP8", | |
| "C5", | |
| "CCL16", | |
| "TAGAP", | |
| "IFNA2", | |
| "PTPN2", | |
| "HLA-DMB", | |
| "TCF4", | |
| "TLR1", | |
| "ADA", | |
| "ABCB1", | |
| "TRAF1", | |
| "PRKCD", | |
| "IRAK4", | |
| "MIF", | |
| "CTSC", | |
| "CCR2", | |
| "LCK", | |
| "CASP10", | |
| "C1QA", | |
| "NCAM1", | |
| "HAVCR2", | |
| "ATG7", | |
| "IRF4", | |
| "IFNL1", | |
| "CDKN1A", | |
| "MS4A1", | |
| "CD58", | |
| "IL6R", | |
| "UBE2L3", | |
| "CCL26", | |
| "PLA2G2E", | |
| "ENTPD1", | |
| "TRAF4", | |
| "IL15", | |
| "CD164", | |
| "IL12B", | |
| "PSMB7", | |
| "IL10RA", | |
| "CEACAM6", | |
| "CXCR6", | |
| "CLEC4E", | |
| "MYD88", | |
| "TNFRSF10C", | |
| "CCR1", | |
| "KLRG2", | |
| "ITGB2", | |
| "CD8B", | |
| "IFNAR1", | |
| "CCL23", | |
| "BST1", | |
| "CXCL12", | |
| "TLR2", | |
| "CD96", | |
| "STAT1", | |
| "TNFSF12", | |
| "ICAM1", | |
| "NFATC1", | |
| "STAT3", | |
| "SMAD5", | |
| "CD99", | |
| "CSF2RB", | |
| "IFNB1", | |
| "CD28", | |
| "ICAM3", | |
| "CSF1", | |
| "IL2RG", | |
| "STAT5A", | |
| "MRC1", | |
| "ITGAL", | |
| "IKBKE", | |
| "TGFBR1", | |
| "TLR9", | |
| "IL2RB", | |
| "PDGFB", | |
| "HLA-DPA1", | |
| "CD8A", | |
| "CD2", | |
| "RELB", | |
| "SYK", | |
| "IL27", | |
| "XCL1", | |
| "IFIH1", | |
| "CD276", | |
| "CD3D", | |
| "PRDM1", | |
| "PML", | |
| "CCL11", | |
| "TNFRSF9", | |
| "PTGER4", | |
| "C1S", | |
| "LILRB2", | |
| "PDGFRB", | |
| "S100A8", | |
| "IL6ST", | |
| "TLR5", | |
| "ARG2", | |
| "CD81", | |
| "HAMP", | |
| "PSMD7", | |
| "CD55", | |
| "KIR3DL1", | |
| "PLAU", | |
| "KLRB1", | |
| "FCGRT", | |
| "CD34", | |
| "CD74", | |
| "NOTCH1", | |
| "ITGAM", | |
| "CXCL2", | |
| "HLA-DOB", | |
| "TNFRSF1B", | |
| "PLAUR", | |
| "CEBPB", | |
| "THY1", | |
| "CMKLR1", | |
| "TNFRSF11A", | |
| "VCAM1", | |
| "CCR5", | |
| "IL20", | |
| "IL18", | |
| "CCL7", | |
| "C6", | |
| "TLR8", | |
| "LAIR1", | |
| "GPI", | |
| "CD40", | |
| "KLRC1", | |
| "LAG3", | |
| "PRF1", | |
| "IKBKB", | |
| "C7", | |
| "CR1", | |
| "LITAF", | |
| "TGFBR2", | |
| "NFKBIZ", | |
| "KIT", | |
| "JAK3", | |
| "HLA-DPB1", | |
| "IL11RA", | |
| "RTRAF", | |
| "CX3CL1", | |
| "SOCS3", | |
| "LILRA6", | |
| "NCF4", | |
| "IL5", | |
| "GATA3", | |
| "LILRA1", | |
| "IL17F", | |
| "MR1", | |
| "FCGR2A", | |
| "TRAF6", | |
| "SERPING1", | |
| "TNFSF4", | |
| "IRAK3", | |
| "ATM", | |
| "BID", | |
| "IFNL2", | |
| "IL1RL2", | |
| "CD83", | |
| "NOD1", | |
| "ICOS", | |
| "C1QBP", | |
| "KLRF1", | |
| "CD6", | |
| "TBK1", | |
| "TYK2", | |
| "CD247", | |
| "XCR1", | |
| "GBP1", | |
| "BCL6", | |
| "IFIT2", | |
| "HLA-A", | |
| "CXCL13", | |
| "ICAM5", | |
| "CEACAM8", | |
| "ELP1", | |
| "KIR3DL3", | |
| "C9", | |
| "NFKB2", | |
| "CSF3R", | |
| "IL23R", | |
| "AHR", | |
| "CD27", | |
| "CASP2", | |
| "CDH5", | |
| "TFRC", | |
| "GBP5", | |
| "CYBB", | |
| "HLA-B", | |
| "NOS2", | |
| "STAT6", | |
| "LTA", | |
| "SOCS1", | |
| "MAPK1", | |
| "ITGAE", | |
| "CD244", | |
| "ITGA6", | |
| "LY96", | |
| "PSMB9", | |
| "IFNGR1", | |
| "CCL18", | |
| "CD24", | |
| "RUNX1", | |
| "TNFRSF8", | |
| "LAMP3", | |
| "ICOSLG", | |
| "IL12A", | |
| "GNLY", | |
| "TNFSF10", | |
| "RORC", | |
| "IKZF3", | |
| "PPARG", | |
| "CLEC7A", | |
| "LILRB1", | |
| "TNFRSF13B", | |
| "CHUK", | |
| "TRAF3", | |
| "IL9", | |
| "CFP", | |
| "ILF3", | |
| "IRF1", | |
| "HLA-DRB1", | |
| "CASP3", | |
| "IDO1", | |
| "CTSG", | |
| "TNFRSF14", | |
| "RAF1", | |
| "PTPN6", | |
| "TIGIT", | |
| "NCR1", | |
| "DPP4", | |
| "PTK2", | |
| "IL18RAP", | |
| "TAP2", | |
| "IRF8", | |
| "LILRA3", | |
| "CD82", | |
| "LTBR", | |
| "ICAM4", | |
| "PLAAT4", | |
| "TNF", | |
| "PTPN22", | |
| "STAT5B", | |
| "PIGR", | |
| "HLA-DQB1", | |
| "LGALS3", | |
| "IL13", | |
| "GZMB", | |
| "HLA-DMA", | |
| "ITGAX", | |
| "JAK1", | |
| "CD5", | |
| "GZMA", | |
| "IKZF2", | |
| "LTF", | |
| "IL18R1", | |
| "KLRC4", | |
| "MASP2", | |
| "LEF1", | |
| "KLRC2", | |
| "XBP1", | |
| "SLAMF7", | |
| "MASP1", | |
| "CD79A", | |
| "TAL1", | |
| "HLA-DRA", | |
| "CD44", | |
| "CASP1", | |
| "SH2D1A", | |
| "CXCR4", | |
| "CSF1R", | |
| "TICAM1", | |
| "LILRA5", | |
| "LILRB3", | |
| "MBL2", | |
| "PPBP", | |
| "ICAM2", | |
| "LILRA2", | |
| "NFATC3", | |
| "CCR7", | |
| "CXCR1", | |
| "LILRB4", | |
| "TRAF2", | |
| "VTN", | |
| "EOMES", | |
| "ARG1", | |
| "TAP1", | |
| "CXCL10", | |
| "IL17B", | |
| "CTSS", | |
| "LILRA4", | |
| "CEACAM1", | |
| "IL1A", | |
| "MAP4K2", | |
| "IL1R2", | |
| "IL19", | |
| "SMAD3", | |
| "IFITM1", | |
| "IL1RL1", | |
| "GFI1", | |
| "ZEB1", | |
| "CLEC4A", | |
| "C2", | |
| "KIR3DL2", | |
| "CISH", | |
| "C8B", | |
| "IFNG", | |
| "KLRD1", | |
| "DUSP4", | |
| "CXCL9", | |
| "C8A", | |
| "MCL1", | |
| "FCER1G", | |
| "TNFAIP6", | |
| "CD22", | |
| "PLA2G2A", | |
| "PYCARD", | |
| "S100A9", | |
| "TLR7", | |
| "CCL24", | |
| "MAF", | |
| "SRC", | |
| "CAMP", | |
| "TNFRSF4", | |
| "IKBKG", | |
| "SELL", | |
| "TNFAIP3", | |
| "IL2", | |
| "ITLN1", | |
| "JAK2", | |
| "NFIL3", | |
| "CD3E", | |
| "RELA", | |
| "KLRK1", | |
| "IL23A", | |
| "STAT2", | |
| "TGFB1", | |
| "PSMB10", | |
| "IL22RA2", | |
| "CD209", | |
| "TNFRSF13C", | |
| "ZAP70", | |
| "MARCO", | |
| "SIGIRR", | |
| "TRAF5", | |
| "IL12RB1", | |
| "TBX21", | |
| "ETS1", | |
| "KLRF2", | |
| "MAP4K1", | |
| "PECAM1", | |
| "SKI", | |
| "STING1", | |
| "IFNAR2", | |
| "PSMB8", | |
| "NFKB1", | |
| "GPR183", | |
| "NFKBIA", | |
| "C8G" | |
| ], | |
| "Coefficient": [ | |
| 0.11697126575200906, | |
| -0.08833576539820454, | |
| 0.0777831049487349, | |
| 0.07770235587104173, | |
| 0.0744446110797551, | |
| -0.07302513353796163, | |
| -0.07253960201235589, | |
| 0.070335942772477, | |
| 0.07021076246421197, | |
| 0.06867139971599666, | |
| 0.06739564778981129, | |
| 0.06664608274154883, | |
| -0.06556548149827808, | |
| -0.06526285355158984, | |
| -0.06478702004997983, | |
| 0.06278482342752133, | |
| 0.06212882064396317, | |
| -0.05904115652547952, | |
| 0.05869151146973863, | |
| -0.057872596176415096, | |
| -0.057465349371751295, | |
| 0.05661549193387189, | |
| 0.056571182766462016, | |
| -0.056522207648835754, | |
| -0.056158820823426096, | |
| -0.056145228023839054, | |
| 0.05583387440303021, | |
| -0.05526495440660539, | |
| 0.05519632426898176, | |
| -0.054658690391481246, | |
| -0.054544993046823864, | |
| 0.054254417703296635, | |
| -0.05351994972847362, | |
| 0.0521519328138513, | |
| 0.05180470837798427, | |
| 0.05167572482881654, | |
| 0.051592429252797535, | |
| 0.05094756871454689, | |
| 0.05061746206168232, | |
| 0.05054001654913172, | |
| 0.04932292704528234, | |
| -0.04865747201117771, | |
| 0.0481456309404309, | |
| -0.047851783330457136, | |
| 0.04712985229282497, | |
| -0.04702881371158347, | |
| 0.04636624777752747, | |
| -0.04616090836080898, | |
| 0.046072342628481505, | |
| -0.046014659123412495, | |
| 0.045788289114456704, | |
| 0.04548704539022973, | |
| 0.04514466249836485, | |
| -0.044476319491813514, | |
| -0.04430126222478103, | |
| 0.0440846656138217, | |
| -0.043860213273042264, | |
| -0.043686740731689745, | |
| 0.04328520401144061, | |
| -0.04299307508122573, | |
| 0.04289799210825479, | |
| 0.0424422706528732, | |
| -0.04191755861625974, | |
| -0.04189095751814506, | |
| -0.041427210201263685, | |
| 0.040767209008337454, | |
| 0.04052981654030411, | |
| 0.040497946735381055, | |
| -0.040458719916857545, | |
| 0.03984154880069582, | |
| 0.03965385564088478, | |
| 0.03943582134878342, | |
| -0.03863832558896173, | |
| 0.03806180087896304, | |
| -0.038025757448020496, | |
| 0.03798929313952089, | |
| 0.03786613409211933, | |
| 0.03754340517257253, | |
| -0.037362246666507684, | |
| -0.036942407408136556, | |
| 0.03682673814875259, | |
| -0.03675538970801949, | |
| 0.03666567023188936, | |
| -0.03653531757333785, | |
| -0.03647042808772908, | |
| 0.03641122285508218, | |
| -0.03635582952019415, | |
| -0.03628018189633749, | |
| -0.03574782389399862, | |
| -0.03570794276932576, | |
| -0.035662590062788796, | |
| 0.03526646912281157, | |
| 0.03522672754428453, | |
| 0.034952137638665885, | |
| 0.034857802706612165, | |
| -0.03443550633844832, | |
| -0.034429113647950774, | |
| 0.03421536469699002, | |
| -0.03420481980218094, | |
| 0.0341232621630854, | |
| 0.033952094175411264, | |
| -0.033916815473512364, | |
| 0.033824012230888316, | |
| -0.03368314101193453, | |
| 0.033472965199452254, | |
| -0.03336037811964334, | |
| -0.03311823521658021, | |
| 0.032871903259757355, | |
| -0.03260750504868388, | |
| 0.03232065570432016, | |
| 0.03231414586000461, | |
| 0.032282723387510544, | |
| -0.03213469396210107, | |
| -0.03181992050620957, | |
| 0.0316602784652461, | |
| -0.03145894331491984, | |
| 0.03141731950389393, | |
| 0.031076554531560205, | |
| 0.030989465737572826, | |
| 0.030396646925760693, | |
| 0.03010979264180408, | |
| -0.029942377026273972, | |
| -0.02981549392411431, | |
| -0.029788244958962398, | |
| -0.02952819937312669, | |
| 0.02943496578119734, | |
| -0.029379088587719954, | |
| -0.02928504626570439, | |
| -0.02925514063362403, | |
| 0.02924452665410589, | |
| 0.029229827151021338, | |
| -0.029210606461432562, | |
| 0.0291134480716185, | |
| 0.028866804282408967, | |
| 0.028603483750005203, | |
| -0.02847107570338095, | |
| -0.02844642167796687, | |
| 0.028439864288973847, | |
| 0.02821767334538777, | |
| 0.028216814306008347, | |
| -0.027983080511571872, | |
| -0.027897309556242547, | |
| 0.027810513687711064, | |
| -0.02745390450215677, | |
| -0.027072268585136863, | |
| -0.02704302201331591, | |
| -0.026959806507931797, | |
| -0.026737374985747527, | |
| -0.02673108734459614, | |
| -0.02661042835287813, | |
| -0.026556255873612013, | |
| -0.026545789330031908, | |
| 0.026534956790669407, | |
| -0.02649407317335969, | |
| 0.026472658586343623, | |
| -0.026372839203425494, | |
| 0.026325470154611893, | |
| 0.026236818943072476, | |
| -0.026129111507187337, | |
| -0.02599517384247593, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 61.73913043478261, | |
| "precision": 36.666666666666664, | |
| "recall": 40.666666666666664, | |
| "f1": 37.841269841269835 | |
| }, | |
| "selection": { | |
| "precision": 9.44741532976827, | |
| "recall": 100.0, | |
| "f1": 17.263843648208468, | |
| "jaccard": 9.44741532976827 | |
| } | |
| } | |
| } |