| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ATG5", | |
| "BATF3", | |
| "BCL2L11", | |
| "C1R", | |
| "C4BPA", | |
| "B3GAT1", | |
| "BTK", | |
| "BCAP31", | |
| "CD40LG", | |
| "C1QB", | |
| "APP", | |
| "DEFB4A", | |
| "CXCR3", | |
| "CCL8", | |
| "HLA-DQA1", | |
| "EBI3", | |
| "IRAK2", | |
| "LILRB5", | |
| "BCL2", | |
| "MAPK14", | |
| "C3", | |
| "ADGRE2", | |
| "FADD", | |
| "CD59", | |
| "BATF", | |
| "CCL15", | |
| "TLR3", | |
| "TP53", | |
| "EGR2", | |
| "HRAS", | |
| "IL1R1", | |
| "CD9", | |
| "CIITA", | |
| "HFE", | |
| "FKBP5", | |
| "DEFB103A", | |
| "CD86", | |
| "PTGS2", | |
| "LTB4R", | |
| "BST2", | |
| "CR2", | |
| "CD53", | |
| "CXCR2", | |
| "CCL20", | |
| "FYN", | |
| "PSMB5", | |
| "CCND3", | |
| "CTNNB1", | |
| "CARD9", | |
| "PTAFR", | |
| "CCL3", | |
| "ATG16L1", | |
| "IL4R", | |
| "S1PR1", | |
| "DEFB103B", | |
| "IL7", | |
| "SLC2A1", | |
| "BCL3", | |
| "MBP", | |
| "NFATC2", | |
| "CCR8", | |
| "POLR1G", | |
| "FCAR", | |
| "IKZF1", | |
| "KLRC3", | |
| "CCL5", | |
| "CRADD", | |
| "NT5E", | |
| "ATG12", | |
| "FAS", | |
| "MALT1", | |
| "CCRL2", | |
| "CD14", | |
| "MAPKAPK2", | |
| "CCL22", | |
| "CFH", | |
| "IGF2R", | |
| "IRGM", | |
| "AIRE", | |
| "LTB4R2", | |
| "IL17A", | |
| "FN1", | |
| "TNFSF11", | |
| "CFI", | |
| "CXCL11", | |
| "IL6", | |
| "IRF7", | |
| "CCL13", | |
| "CD46", | |
| "CD79B", | |
| "ABL1", | |
| "FOXP3", | |
| "CD160", | |
| "CD80", | |
| "KLRA1P", | |
| "CD19", | |
| "LCP2", | |
| "HLA-DRB3", | |
| "NOTCH2", | |
| "ITGA5", | |
| "PSMC2", | |
| "FCER1A", | |
| "SPP1", | |
| "DEFB1", | |
| "RAG2", | |
| "CCL2", | |
| "IL22", | |
| "MUC1", | |
| "ACKR4", | |
| "CD36", | |
| "FCGR2B", | |
| "SELE", | |
| "CFD", | |
| "ATG10", | |
| "LIF", | |
| "CCL19", | |
| "NOD2", | |
| "MAP4K4", | |
| "IL13RA1", | |
| "SELPLG", | |
| "PDCD1", | |
| "IL1RAP", | |
| "ZBTB16", | |
| "NLRP3", | |
| "MX1", | |
| "EGR1", | |
| "CFB", | |
| "ATG7", | |
| "IL10", | |
| "GZMK", | |
| "IL32", | |
| "CD1D", | |
| "IL4", | |
| "EDNRB", | |
| "IL16", | |
| "BLNK", | |
| "IL21R", | |
| "IL21", | |
| "BCL10", | |
| "TNFSF15", | |
| "CD7", | |
| "IL1B", | |
| "IFI16", | |
| "IL26", | |
| "CD4", | |
| "PDCD2", | |
| "CUL9", | |
| "SLAMF6", | |
| "STAT4", | |
| "ITLN2", | |
| "GP1BB", | |
| "BTLA", | |
| "POU2F2", | |
| "ITGA2B", | |
| "MSR1", | |
| "IL1RN", | |
| "TIRAP", | |
| "AICDA", | |
| "TLR4", | |
| "CLEC5A", | |
| "CSF2", | |
| "IL7R", | |
| "TCF7", | |
| "CD48", | |
| "TNFSF8", | |
| "ITGB1", | |
| "CCL16", | |
| "IL3", | |
| "CD274", | |
| "TNFSF13B", | |
| "ITGA4", | |
| "KLRG1", | |
| "SLAMF1", | |
| "IRF5", | |
| "KCNJ2", | |
| "IL2RA", | |
| "CCR6", | |
| "TOLLIP", | |
| "TGFBI", | |
| "CXCL1", | |
| "CXCL8", | |
| "TNFRSF17", | |
| "CCR1", | |
| "IRF3", | |
| "CLEC6A", | |
| "CX3CR1", | |
| "CD1A", | |
| "RAG1", | |
| "CCR2", | |
| "PDCD1LG2", | |
| "CLU", | |
| "IFI35", | |
| "HLA-DMB", | |
| "BAX", | |
| "IRAK1", | |
| "HLA-C", | |
| "MME", | |
| "CD70", | |
| "PRKCD", | |
| "NCAM1", | |
| "IRAK4", | |
| "CASP8", | |
| "MAPK11", | |
| "TAPBP", | |
| "TNFRSF10C", | |
| "CCR10", | |
| "LCK", | |
| "PAX5", | |
| "MIF", | |
| "CD58", | |
| "CD164", | |
| "TAGAP", | |
| "IFNA2", | |
| "CD163", | |
| "CTSC", | |
| "IRF4", | |
| "CCL4", | |
| "TRAF1", | |
| "HAVCR2", | |
| "CXCR6", | |
| "IL12B", | |
| "IL6R", | |
| "CASP10", | |
| "UBE2L3", | |
| "C5", | |
| "PTPN2", | |
| "CD8B", | |
| "MS4A1", | |
| "TLR1", | |
| "IL15", | |
| "ENTPD1", | |
| "KLRG2", | |
| "CD96", | |
| "PSMB7", | |
| "CLEC4E", | |
| "IKBKE", | |
| "CCL26", | |
| "B2M", | |
| "CDKN1A", | |
| "MYD88", | |
| "TCF4", | |
| "ITGAL", | |
| "IL10RA", | |
| "IL2RG", | |
| "ITGB2", | |
| "PLA2G2E", | |
| "ICAM3", | |
| "TRAF4", | |
| "STAT1", | |
| "C1QA", | |
| "ICAM1", | |
| "IFNL1", | |
| "CD8A", | |
| "BST1", | |
| "TLR9", | |
| "PML", | |
| "CXCL12", | |
| "CEACAM6", | |
| "TNFSF12", | |
| "IFNAR1", | |
| "CD99", | |
| "NFATC1", | |
| "STAT3", | |
| "IFIH1", | |
| "HLA-DPA1", | |
| "TLR2", | |
| "ARHGDIB", | |
| "PLAU", | |
| "CCL23", | |
| "ADA", | |
| "CSF2RB", | |
| "CD28", | |
| "MRC1", | |
| "RELB", | |
| "CXCL2", | |
| "IL6ST", | |
| "CSF1", | |
| "PDGFB", | |
| "KLRB1", | |
| "CD74", | |
| "CD276", | |
| "PTGER4", | |
| "TNFRSF9", | |
| "XCL1", | |
| "C6", | |
| "SYK", | |
| "STAT5A", | |
| "ITGAM", | |
| "IL17F", | |
| "TGFBR1", | |
| "IFNB1", | |
| "SMAD5", | |
| "VCAM1", | |
| "C7", | |
| "IL27", | |
| "CD81", | |
| "IL2RB", | |
| "CD34", | |
| "GATA3", | |
| "TLR5", | |
| "IKBKB", | |
| "KLRC1", | |
| "IL20", | |
| "KIR3DL1", | |
| "IL11RA", | |
| "PRDM1", | |
| "NFKBIZ", | |
| "CEBPB", | |
| "NOTCH1", | |
| "HAMP", | |
| "S100A8", | |
| "CD40", | |
| "HLA-A", | |
| "CR1", | |
| "LILRB2", | |
| "PSMD7", | |
| "CD83", | |
| "PLAUR", | |
| "C1QBP", | |
| "CD2", | |
| "C1S", | |
| "RTRAF", | |
| "ELP1", | |
| "CD55", | |
| "TLR8", | |
| "FCGR2A", | |
| "TNFRSF1B", | |
| "CX3CL1", | |
| "CD3D", | |
| "LAIR1", | |
| "PDGFRB", | |
| "CCR5", | |
| "TRAF6", | |
| "LITAF", | |
| "XCR1", | |
| "NCF4", | |
| "THY1", | |
| "FCGRT", | |
| "IRAK3", | |
| "IL5", | |
| "CASP2", | |
| "BCL6", | |
| "MR1", | |
| "IL23R", | |
| "TNFRSF11A", | |
| "CCL11", | |
| "JAK3", | |
| "KIT", | |
| "KLRF1", | |
| "MAF", | |
| "PRF1", | |
| "ICOS", | |
| "SOCS3", | |
| "SERPING1", | |
| "ARG1", | |
| "IL1RL2", | |
| "GBP5", | |
| "CCL18", | |
| "GBP1", | |
| "ABCB1", | |
| "TGFBR2", | |
| "NOD1", | |
| "TBK1", | |
| "IL18", | |
| "LILRA1", | |
| "LAG3", | |
| "TFRC", | |
| "HLA-DPB1", | |
| "LTA", | |
| "CD6", | |
| "TNFSF4", | |
| "BID", | |
| "LILRA6", | |
| "NFKB2", | |
| "HLA-DOB", | |
| "C9", | |
| "ITGA6", | |
| "ITGAE", | |
| "CXCL13", | |
| "ARG2", | |
| "STAT6", | |
| "GPI", | |
| "CMKLR1", | |
| "CCL7", | |
| "NOS2", | |
| "IFNL2", | |
| "LILRB1", | |
| "IL12A", | |
| "LAMP3", | |
| "KIR3DL3", | |
| "TYK2", | |
| "AHR", | |
| "LY96", | |
| "CEACAM8", | |
| "IKZF3", | |
| "MAPK1", | |
| "ICAM5", | |
| "IFNGR1", | |
| "CSF3R", | |
| "CYBB", | |
| "IFIT2", | |
| "TNFRSF13B", | |
| "ICOSLG", | |
| "HLA-B", | |
| "ATM", | |
| "CHUK", | |
| "CD24", | |
| "CD82", | |
| "TNFRSF8", | |
| "PSMB9", | |
| "IRF8", | |
| "IKZF2", | |
| "IL9", | |
| "CLEC7A", | |
| "CD79A", | |
| "CD247", | |
| "TNF", | |
| "RUNX1", | |
| "CDH5", | |
| "CD244", | |
| "TAP2", | |
| "DUSP4", | |
| "SOCS1", | |
| "MASP2", | |
| "IL18RAP", | |
| "ILF3", | |
| "PLAAT4", | |
| "LGALS3", | |
| "CD5", | |
| "PTPN6", | |
| "PIGR", | |
| "TIGIT", | |
| "IRF1", | |
| "GZMB", | |
| "HLA-DRB1", | |
| "NCR1", | |
| "IL13", | |
| "IL18R1", | |
| "HLA-DMA", | |
| "RAF1", | |
| "LTF", | |
| "CD27", | |
| "PTPN22", | |
| "PTK2", | |
| "IDO1", | |
| "TNFRSF14", | |
| "LEF1", | |
| "RORC", | |
| "HLA-DQB1", | |
| "CFP", | |
| "LTBR", | |
| "SLAMF7", | |
| "PPARG", | |
| "JAK1", | |
| "MASP1", | |
| "STAT5B", | |
| "CD44", | |
| "ITGAX", | |
| "LILRA3", | |
| "XBP1", | |
| "CSF1R", | |
| "TNFSF10", | |
| "GNLY", | |
| "CXCL10", | |
| "KLRC2", | |
| "LILRA2", | |
| "IL19", | |
| "TRAF3", | |
| "HLA-DRA", | |
| "IL1A", | |
| "CASP3", | |
| "LILRB3", | |
| "KLRC4", | |
| "IL1R2", | |
| "ICAM4", | |
| "TRAF2", | |
| "LILRA5", | |
| "CLEC4A", | |
| "MBL2", | |
| "TAP1", | |
| "IFITM1", | |
| "CISH", | |
| "ZEB1", | |
| "GFI1", | |
| "CASP1", | |
| "ICAM2", | |
| "SRC", | |
| "KIR3DL2", | |
| "CXCR4", | |
| "TAL1", | |
| "NFATC3", | |
| "SH2D1A", | |
| "TICAM1", | |
| "VTN", | |
| "DPP4", | |
| "KLRD1", | |
| "CD3E", | |
| "CTSG", | |
| "MARCO", | |
| "IL12RB1", | |
| "RELA", | |
| "JAK2", | |
| "PLA2G2A", | |
| "C2", | |
| "CTSS", | |
| "IL17B", | |
| "CEACAM1", | |
| "PPBP", | |
| "CD22", | |
| "C8A", | |
| "ITLN1", | |
| "FCER1G", | |
| "CD209", | |
| "KLRK1", | |
| "MCL1", | |
| "GZMA", | |
| "MAP4K1", | |
| "NFKBIA", | |
| "NFIL3", | |
| "SELL", | |
| "IFNG", | |
| "S100A9", | |
| "CCL24", | |
| "SMAD3", | |
| "LILRB4", | |
| "LILRA4", | |
| "TNFAIP6", | |
| "STAT2", | |
| "MAP4K2", | |
| "TNFAIP3", | |
| "TGFB1", | |
| "IKBKG", | |
| "IL22RA2", | |
| "IL23A", | |
| "NFKB1", | |
| "CCR7", | |
| "C8B", | |
| "PSMB8", | |
| "PSMB10", | |
| "ZAP70", | |
| "PECAM1", | |
| "CXCR1", | |
| "PYCARD", | |
| "SKI", | |
| "TLR7", | |
| "CXCL9", | |
| "GPR183", | |
| "ETS1", | |
| "TNFRSF13C", | |
| "TRAF5", | |
| "SIGIRR", | |
| "STING1", | |
| "KLRF2", | |
| "EOMES", | |
| "C8G", | |
| "IL1RL1", | |
| "IL2", | |
| "IFNAR2", | |
| "CAMP", | |
| "TBX21", | |
| "TNFRSF4" | |
| ], | |
| "Coefficient": [ | |
| 0.12078878420611808, | |
| -0.08854174783252589, | |
| 0.07984523580515827, | |
| 0.07536325488871495, | |
| -0.07533554582280953, | |
| 0.07478998924093884, | |
| -0.073490939319399, | |
| 0.07309009172001353, | |
| 0.06943982514168305, | |
| 0.06903633572334215, | |
| 0.06896875433821881, | |
| -0.06778293305290287, | |
| 0.06542158409837674, | |
| -0.06481623520742012, | |
| 0.06370473762684915, | |
| 0.0635447386898998, | |
| -0.06270529256546122, | |
| -0.06060173811654362, | |
| 0.06031000471187429, | |
| -0.0589690970668991, | |
| 0.05895111030515425, | |
| -0.05831389463896789, | |
| -0.05716306355988925, | |
| -0.05695941686551145, | |
| 0.05694043105908112, | |
| 0.05675976765081241, | |
| 0.05627813865166633, | |
| -0.05611251605919127, | |
| -0.054675477940820484, | |
| 0.05461078777138128, | |
| 0.05411193849995958, | |
| -0.05399192304396533, | |
| 0.05380461447672966, | |
| -0.05372616343730029, | |
| -0.0526174562533692, | |
| 0.052036528411438396, | |
| -0.05181013330659103, | |
| 0.051795508178270167, | |
| 0.05121045175848623, | |
| 0.05035249706768742, | |
| 0.04942511702432582, | |
| 0.0493932041068017, | |
| 0.04937869577996659, | |
| -0.04869554405585278, | |
| 0.04707150845946297, | |
| 0.046664964096919885, | |
| 0.04640932378024821, | |
| -0.045569556282941064, | |
| -0.04547486143159618, | |
| 0.04504953098012509, | |
| -0.044837672294680865, | |
| -0.04457835803431705, | |
| 0.0441880099129539, | |
| -0.044034146473380754, | |
| 0.04370821137608709, | |
| -0.043704823561937826, | |
| 0.043501857081307646, | |
| -0.04345485256419683, | |
| -0.04310814964462308, | |
| -0.04287902225963604, | |
| 0.04272278330667157, | |
| 0.042709587023470594, | |
| -0.04246993502592965, | |
| -0.0423686090178879, | |
| 0.04215567785456602, | |
| 0.04176762151818441, | |
| -0.04175060763440037, | |
| 0.039242306850764706, | |
| 0.038688483650033745, | |
| 0.03863051631304539, | |
| -0.03845191001552302, | |
| 0.03816291336748062, | |
| 0.03796351510116932, | |
| 0.037935370082856044, | |
| 0.03789967320388176, | |
| 0.03770538214131235, | |
| -0.03767026799436275, | |
| 0.03758109208171005, | |
| -0.03755404694806122, | |
| 0.03754138446009454, | |
| -0.037306557181639964, | |
| 0.03714566057603022, | |
| -0.03712672538447346, | |
| 0.03708566152107113, | |
| -0.036956250772477064, | |
| 0.03680316830735207, | |
| 0.03671998506643176, | |
| -0.03650332276305435, | |
| -0.03626174087786661, | |
| -0.03619918198367009, | |
| -0.036035751498292176, | |
| -0.035768095170846254, | |
| 0.03560256077317447, | |
| -0.03550755522804804, | |
| 0.03545851054791078, | |
| 0.03478791403065226, | |
| -0.034710166700544866, | |
| -0.03436609676061947, | |
| 0.03415274234435027, | |
| 0.03387137627011205, | |
| -0.033820250841748466, | |
| -0.03372419022913927, | |
| 0.03361219727749665, | |
| -0.033544979865412126, | |
| -0.033457871823278224, | |
| 0.03345424317640946, | |
| 0.03310094582286439, | |
| -0.032660881482417435, | |
| 0.0325660661665476, | |
| -0.03247428469469435, | |
| -0.0324628978942046, | |
| -0.03225160731020823, | |
| 0.032251009418357734, | |
| 0.0317594558845324, | |
| 0.03172521030707905, | |
| 0.031543503440952546, | |
| -0.03152317080469783, | |
| 0.03132595199587188, | |
| 0.031045726855211245, | |
| 0.030790834749771047, | |
| 0.0307658246161527, | |
| -0.03070893251246233, | |
| -0.03049006266863516, | |
| -0.030442914965425973, | |
| 0.030190819205120668, | |
| 0.02989494779796948, | |
| -0.029328200448501957, | |
| 0.02902225119864648, | |
| -0.029012236058497835, | |
| -0.02875757467998398, | |
| 0.028670626365874623, | |
| 0.028653331814962768, | |
| 0.028531218847854836, | |
| 0.028520559427508693, | |
| 0.028405131643004934, | |
| 0.028362795627418166, | |
| 0.02822438280480986, | |
| -0.028060777429564664, | |
| -0.027896820480508806, | |
| 0.027835919576131844, | |
| -0.027146611806101836, | |
| -0.026827886206343708, | |
| 0.026824002667812284, | |
| -0.026708911008395553, | |
| -0.02668841222889182, | |
| -0.02657420167115003, | |
| 0.0265109000572669, | |
| 0.026472570891086112, | |
| -0.026456395071077266, | |
| -0.026391140092642762, | |
| -0.026204053284967586, | |
| -0.026090966496738945, | |
| -0.026054085524523013, | |
| 0.025982391162683274, | |
| -0.025867741596604592, | |
| 0.025839323024880633, | |
| -0.025782213709159944, | |
| -0.025695961338019175, | |
| -0.02568607938155082, | |
| -0.025684392036078755, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 61.73913043478261, | |
| "precision": 35.98701298701299, | |
| "recall": 44.0, | |
| "f1": 38.803706097823735 | |
| }, | |
| "selection": { | |
| "precision": 9.44741532976827, | |
| "recall": 100.0, | |
| "f1": 17.263843648208468, | |
| "jaccard": 9.44741532976827 | |
| } | |
| } | |
| } |