| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ATG5", | |
| "BTK", | |
| "DEFB4A", | |
| "PTGS2", | |
| "C3", | |
| "C4BPA", | |
| "IRAK2", | |
| "BATF3", | |
| "TP53", | |
| "TLR3", | |
| "CTNNB1", | |
| "BCAP31", | |
| "CD40LG", | |
| "BCL2L11", | |
| "CD59", | |
| "LILRB5", | |
| "CD46", | |
| "IL1R1", | |
| "POLR1G", | |
| "B3GAT1", | |
| "EBI3", | |
| "HFE", | |
| "DEFB103A", | |
| "CCL8", | |
| "S1PR1", | |
| "BST2", | |
| "CD86", | |
| "C1QB", | |
| "FADD", | |
| "CCL15", | |
| "IL7", | |
| "CIITA", | |
| "IKZF1", | |
| "IRF7", | |
| "SELPLG", | |
| "MUC1", | |
| "ATG16L1", | |
| "KLRC3", | |
| "TNFSF11", | |
| "MAPK14", | |
| "IRGM", | |
| "NT5E", | |
| "CRADD", | |
| "LTB4R", | |
| "MALT1", | |
| "CLEC6A", | |
| "CCL5", | |
| "APP", | |
| "PTAFR", | |
| "HLA-DQA1", | |
| "DEFB103B", | |
| "C1R", | |
| "PSMB5", | |
| "CCRL2", | |
| "LTB4R2", | |
| "MAPKAPK2", | |
| "SELE", | |
| "CD160", | |
| "SPP1", | |
| "IL4R", | |
| "TOLLIP", | |
| "MBP", | |
| "FAS", | |
| "CD9", | |
| "NFATC2", | |
| "LIF", | |
| "CD80", | |
| "NOD2", | |
| "IL6", | |
| "CR2", | |
| "POU2F2", | |
| "CFI", | |
| "ARG2", | |
| "FOXP3", | |
| "IL10RA", | |
| "FYN", | |
| "CD14", | |
| "CCR8", | |
| "CD19", | |
| "CFD", | |
| "FKBP5", | |
| "HRAS", | |
| "CCL20", | |
| "CCL19", | |
| "MSR1", | |
| "SLC2A1", | |
| "HLA-C", | |
| "STAT4", | |
| "FCAR", | |
| "LCP2", | |
| "ATG7", | |
| "CXCR3", | |
| "MX1", | |
| "IL16", | |
| "CD7", | |
| "KLRA1P", | |
| "CD53", | |
| "IL1RAP", | |
| "IKBKE", | |
| "CCND3", | |
| "CMKLR1", | |
| "ADGRE2", | |
| "NOTCH2", | |
| "IL2RA", | |
| "IL2RG", | |
| "STAT3", | |
| "ABL1", | |
| "SLAMF6", | |
| "EDNRB", | |
| "CXCR2", | |
| "IL6R", | |
| "BLNK", | |
| "IFI35", | |
| "ZBTB16", | |
| "IRF5", | |
| "MS4A1", | |
| "IL21", | |
| "RAG1", | |
| "MAP4K4", | |
| "IL10", | |
| "C1S", | |
| "CD164", | |
| "CD48", | |
| "CCL13", | |
| "EGR2", | |
| "KLRB1", | |
| "CLU", | |
| "KLRG2", | |
| "AIRE", | |
| "CXCL11", | |
| "IL3", | |
| "IKBKB", | |
| "XCL1", | |
| "CLEC5A", | |
| "ATG12", | |
| "FCER1A", | |
| "KCNJ2", | |
| "DEFB1", | |
| "PSMC2", | |
| "KLRG1", | |
| "TNFSF8", | |
| "EGR1", | |
| "IL15", | |
| "CD55", | |
| "TNFRSF17", | |
| "IL12B", | |
| "HLA-DRB3", | |
| "GZMK", | |
| "IL4", | |
| "CCR10", | |
| "IL11RA", | |
| "CX3CL1", | |
| "LITAF", | |
| "ITGA5", | |
| "CD28", | |
| "TLR1", | |
| "SLAMF1", | |
| "CTSG", | |
| "RAG2", | |
| "CD8A", | |
| "MRC1", | |
| "IFNB1", | |
| "IRF3", | |
| "CDKN1A", | |
| "FN1", | |
| "TNFSF13B", | |
| "C6", | |
| "TAPBP", | |
| "TRAF1", | |
| "IL32", | |
| "TRAF6", | |
| "BCL3", | |
| "PTPN2", | |
| "TLR8", | |
| "C5", | |
| "CLEC4E", | |
| "NOTCH1", | |
| "CASP10", | |
| "PRKCD", | |
| "ICAM1", | |
| "CXCL1", | |
| "CCL16", | |
| "TGFBI", | |
| "IL23R", | |
| "IL26", | |
| "FCGR2B", | |
| "BCL2", | |
| "CXCR6", | |
| "LCK", | |
| "HLA-DMB", | |
| "GP1BB", | |
| "CD163", | |
| "PLA2G2E", | |
| "BTLA", | |
| "PPARG", | |
| "CD4", | |
| "NCAM1", | |
| "IL27", | |
| "PDCD2", | |
| "CD1A", | |
| "NLRP3", | |
| "CD276", | |
| "PML", | |
| "TGFBR1", | |
| "CD99", | |
| "ITGB1", | |
| "GNLY", | |
| "TNFSF15", | |
| "IFI16", | |
| "RELB", | |
| "MME", | |
| "C1QA", | |
| "CFB", | |
| "IL17A", | |
| "CXCL12", | |
| "IL1RN", | |
| "CD274", | |
| "TNFRSF13B", | |
| "CD74", | |
| "C7", | |
| "TAP2", | |
| "CCL23", | |
| "IFIT2", | |
| "ITGAE", | |
| "PDCD1LG2", | |
| "HAMP", | |
| "IGF2R", | |
| "MIF", | |
| "PSMB7", | |
| "IKZF2", | |
| "CCL22", | |
| "SERPING1", | |
| "CCL2", | |
| "IL13RA1", | |
| "PSMB8", | |
| "ARG1", | |
| "S100A8", | |
| "BST1", | |
| "ICAM3", | |
| "ITGAX", | |
| "TLR4", | |
| "CD79B", | |
| "KIR3DL2", | |
| "CCL3", | |
| "PTPN6", | |
| "IRAK4", | |
| "PSMD7", | |
| "HAVCR2", | |
| "TCF7", | |
| "CD6", | |
| "B2M", | |
| "CD83", | |
| "CARD9", | |
| "TNFSF10", | |
| "KLRC2", | |
| "CD247", | |
| "IRF4", | |
| "ENTPD1", | |
| "IL1A", | |
| "ARHGDIB", | |
| "CSF2RB", | |
| "PDCD1", | |
| "CCL11", | |
| "BID", | |
| "IL20", | |
| "CD82", | |
| "TIGIT", | |
| "CSF1R", | |
| "CD27", | |
| "BATF", | |
| "STAT1", | |
| "IFNGR1", | |
| "LILRB3", | |
| "MAPK11", | |
| "CCL4", | |
| "ITLN2", | |
| "NOS2", | |
| "PLAUR", | |
| "LAG3", | |
| "MASP2", | |
| "TAGAP", | |
| "IRAK1", | |
| "TLR2", | |
| "ATG10", | |
| "CD8B", | |
| "C8G", | |
| "HLA-DPA1", | |
| "CFH", | |
| "TFRC", | |
| "PLA2G2A", | |
| "CD1D", | |
| "MYD88", | |
| "TIRAP", | |
| "CD58", | |
| "LAIR1", | |
| "IL7R", | |
| "AICDA", | |
| "THY1", | |
| "ACKR4", | |
| "IL12RB1", | |
| "PRDM1", | |
| "SYK", | |
| "IL22", | |
| "NFATC1", | |
| "PRF1", | |
| "TAP1", | |
| "MAPK1", | |
| "IL21R", | |
| "CUL9", | |
| "TNFSF12", | |
| "IFIH1", | |
| "IRF8", | |
| "CX3CR1", | |
| "CCL26", | |
| "CCL18", | |
| "TNFRSF9", | |
| "CCL7", | |
| "IL2RB", | |
| "MAF", | |
| "CD244", | |
| "KIR3DL1", | |
| "HLA-B", | |
| "CCR1", | |
| "ITGB2", | |
| "STAT5B", | |
| "MR1", | |
| "IL1RL2", | |
| "IL17B", | |
| "XCR1", | |
| "LEF1", | |
| "GBP1", | |
| "IFNL1", | |
| "IL1R2", | |
| "CXCR1", | |
| "PLAAT4", | |
| "ICAM4", | |
| "IDO1", | |
| "CD2", | |
| "NCF4", | |
| "NFKB2", | |
| "IL18", | |
| "IL22RA2", | |
| "LILRA4", | |
| "CD70", | |
| "ICAM2", | |
| "MAP4K1", | |
| "BAX", | |
| "LTA", | |
| "UBE2L3", | |
| "CD5", | |
| "CD40", | |
| "IL6ST", | |
| "ITGA4", | |
| "IL12A", | |
| "CASP8", | |
| "PAX5", | |
| "NCR1", | |
| "PIGR", | |
| "JAK3", | |
| "IRAK3", | |
| "SELL", | |
| "LILRA3", | |
| "ICOS", | |
| "CCR2", | |
| "TNFRSF4", | |
| "IL23A", | |
| "CXCL9", | |
| "NFATC3", | |
| "TNF", | |
| "CD34", | |
| "TRAF3", | |
| "C9", | |
| "SLAMF7", | |
| "CXCL8", | |
| "STAT5A", | |
| "PYCARD", | |
| "TRAF2", | |
| "TLR9", | |
| "LY96", | |
| "IL13", | |
| "CEACAM6", | |
| "CXCL10", | |
| "CEBPB", | |
| "ZAP70", | |
| "ITGA2B", | |
| "IKBKG", | |
| "JAK2", | |
| "ELP1", | |
| "IL18RAP", | |
| "RAF1", | |
| "CLEC7A", | |
| "DUSP4", | |
| "IFNA2", | |
| "LILRB1", | |
| "NFKBIZ", | |
| "IFNAR2", | |
| "HLA-DRA", | |
| "TCF4", | |
| "CHUK", | |
| "CD81", | |
| "IKZF3", | |
| "LTBR", | |
| "CXCR4", | |
| "LILRA5", | |
| "TLR5", | |
| "KLRF2", | |
| "CTSC", | |
| "CCR6", | |
| "STING1", | |
| "TLR7", | |
| "TNFRSF10C", | |
| "KIR3DL3", | |
| "JAK1", | |
| "CSF1", | |
| "ADA", | |
| "TBK1", | |
| "TNFRSF14", | |
| "TRAF4", | |
| "TNFRSF1B", | |
| "CDH5", | |
| "CAMP", | |
| "IL1B", | |
| "CD96", | |
| "PDGFB", | |
| "CASP1", | |
| "HLA-DRB1", | |
| "CFP", | |
| "NOD1", | |
| "KLRF1", | |
| "GFI1", | |
| "SH2D1A", | |
| "KIT", | |
| "PTPN22", | |
| "CD3D", | |
| "ITLN1", | |
| "CD22", | |
| "CD36", | |
| "CEACAM8", | |
| "LILRA2", | |
| "ITGA6", | |
| "GZMB", | |
| "KLRC1", | |
| "AHR", | |
| "SMAD3", | |
| "ICAM5", | |
| "GPI", | |
| "ITGAL", | |
| "CD209", | |
| "TNFRSF11A", | |
| "HLA-DQB1", | |
| "SIGIRR", | |
| "LILRB4", | |
| "RELA", | |
| "CYBB", | |
| "ABCB1", | |
| "SRC", | |
| "ITGAM", | |
| "IFNG", | |
| "EOMES", | |
| "CISH", | |
| "TYK2", | |
| "GBP5", | |
| "RTRAF", | |
| "ATM", | |
| "IRF1", | |
| "TICAM1", | |
| "CSF2", | |
| "CCR5", | |
| "S100A9" | |
| ], | |
| "Coefficient": [ | |
| 0.1128297306677664, | |
| -0.08857158057033955, | |
| -0.08414488542942436, | |
| 0.0821771661931098, | |
| 0.07665518480038126, | |
| -0.07378071369568766, | |
| -0.07033864772654765, | |
| -0.06996675947689811, | |
| -0.0694872905089698, | |
| 0.0692405880737033, | |
| -0.0657196662048922, | |
| 0.06499805354985222, | |
| 0.06073244834784003, | |
| 0.06061950004900303, | |
| -0.0592122851812432, | |
| -0.05863046594244927, | |
| -0.05745243896219017, | |
| 0.05679774568207133, | |
| 0.055610644164806426, | |
| 0.05368753411313467, | |
| 0.053413796499444235, | |
| -0.05316528359387124, | |
| 0.05198815503580456, | |
| -0.05196550407924006, | |
| -0.05182529914518154, | |
| 0.05100380433800081, | |
| -0.05081081334759746, | |
| 0.050704307023094336, | |
| -0.050666368042492936, | |
| 0.0505732581151442, | |
| -0.048455711388298205, | |
| 0.04785523506370984, | |
| -0.047604658236537166, | |
| 0.04716243855530412, | |
| 0.046988263954313124, | |
| -0.04686993590733102, | |
| -0.04653405153151659, | |
| 0.04615719214695211, | |
| -0.04609066602420257, | |
| -0.04594399295126446, | |
| 0.04542941374834573, | |
| 0.04526144708526308, | |
| -0.04509773960326215, | |
| 0.04447047889973553, | |
| -0.04433318758037866, | |
| -0.044316142090230805, | |
| 0.04420421788466404, | |
| 0.0440196883337437, | |
| 0.04377216785379483, | |
| 0.04308685007706198, | |
| 0.042600143960398816, | |
| 0.042226628122126145, | |
| 0.042106903372555696, | |
| 0.042045512520217265, | |
| 0.04135622470518605, | |
| 0.03984022075940951, | |
| -0.039468326571066456, | |
| 0.03876148606030965, | |
| 0.038378309431441236, | |
| 0.03795816698027754, | |
| 0.03741649258256326, | |
| -0.03691742007498323, | |
| 0.036681855673438464, | |
| -0.03666132019686582, | |
| -0.03652248545337565, | |
| 0.03598417608236412, | |
| -0.0355661302097726, | |
| -0.03545354946593873, | |
| 0.03521980333871093, | |
| 0.0348659513511374, | |
| -0.034643551362845505, | |
| 0.034620981146799394, | |
| -0.034556124644364646, | |
| -0.03452645478375134, | |
| 0.03440594513089774, | |
| 0.03411878324754626, | |
| 0.03408708488462346, | |
| 0.03403963871358976, | |
| 0.03387973517867874, | |
| 0.03366792992955419, | |
| -0.03342760674115222, | |
| 0.03331866758089225, | |
| -0.0331851900763292, | |
| 0.03305505071576761, | |
| -0.032563453870948375, | |
| 0.03215741762371237, | |
| -0.0318502823707087, | |
| -0.03182504217668284, | |
| -0.0312183050642717, | |
| -0.031179835687156272, | |
| 0.031102969085373335, | |
| 0.030984319024685143, | |
| 0.030902773441496556, | |
| 0.030693291082072152, | |
| -0.030635345030684456, | |
| 0.030436624935332224, | |
| 0.030154142839514314, | |
| -0.030113896333640908, | |
| -0.030108378855304888, | |
| 0.0295878967758888, | |
| 0.029433770994944923, | |
| -0.029389934383964665, | |
| 0.029302932752813537, | |
| -0.02926943884947778, | |
| 0.029224895110363497, | |
| -0.029146203774626324, | |
| -0.0289889309409545, | |
| 0.028980088227818904, | |
| 0.02893503721379064, | |
| 0.028851231521948944, | |
| 0.028775939940136285, | |
| 0.028489956918628136, | |
| 0.02843539149973224, | |
| -0.028250857097668412, | |
| -0.02811797674515729, | |
| -0.028089146980850386, | |
| -0.027999750859569125, | |
| 0.027949885969397726, | |
| 0.027528310266895856, | |
| -0.02746173919970948, | |
| 0.02745266221080003, | |
| -0.02745220178435856, | |
| -0.027436136589677272, | |
| -0.027378098371184177, | |
| -0.027372040971596498, | |
| -0.027325111275819516, | |
| -0.02719886515361593, | |
| 0.02719363659428777, | |
| -0.026305951275438645, | |
| -0.026012436404420563, | |
| -0.025978385221657973, | |
| -0.02574019977823924, | |
| 0.02555496729264855, | |
| -0.025454294033120838, | |
| 0.02542340710062076, | |
| -0.025254564253326117, | |
| -0.025173634752411123, | |
| -0.02509639662423132, | |
| -0.025093993833571228, | |
| -0.024995146496090942, | |
| 0.02479558691388276, | |
| 0.02479385826978371, | |
| -0.0247594377865212, | |
| 0.024431400585894707, | |
| 0.024382072220235786, | |
| 0.024055414242589987, | |
| -0.023902501200969203, | |
| -0.023452670029840344, | |
| 0.023353599332842773, | |
| -0.02309325783984392, | |
| 0.023059677074667415, | |
| 0.02281767440009304, | |
| 0.02275017255882995, | |
| 0.022553669421967175, | |
| -0.022416093364684447, | |
| -0.022344971763712945, | |
| 0.02224085589302505, | |
| 0.022023495138678226, | |
| -0.02195932302608338, | |
| -0.021936302461449605, | |
| -0.02186784602933962, | |
| -0.021852049583426767, | |
| 0.02183499174139398, | |
| -0.02180202035981197, | |
| 0.021584198514211634, | |
| -0.021317549816131154, | |
| 0.021085046394735515, | |
| 0.02104749697570315, | |
| -0.0210043656665653, | |
| 0.020780099662975712, | |
| -0.020732840694531816, | |
| -0.020665746027689443, | |
| 0.0206629640292402, | |
| 0.02055112160806005, | |
| -0.020519409011630782, | |
| 0.020200946295247667, | |
| -0.020166638516493716, | |
| -0.02002338090789638, | |
| -0.01998892383284051, | |
| 0.01986409901930839, | |
| 0.01981716177449778, | |
| -0.01967467356904726, | |
| 0.01947391712305794, | |
| 0.0193619231297741, | |
| -0.0192074622259948, | |
| -0.019087822316345527, | |
| 0.018951389942402676, | |
| -0.018913187945469336, | |
| 0.018884613301587392, | |
| 0.018706914551268262, | |
| -0.018530435010545212, | |
| 0.018462348354632376, | |
| 0.01834397408301125, | |
| -0.018180614216006554, | |
| -0.018075723378460862, | |
| -0.018029352780088815, | |
| -0.017862901811696894, | |
| -0.017786215339540355, | |
| -0.01776819182324945, | |
| -0.017661186359825765, | |
| -0.017650086048509796, | |
| -0.017393910048208613, | |
| 0.01725236753131751, | |
| -0.017217327668410585, | |
| 0.017119991894140974, | |
| 0.016752080982611002, | |
| 0.0167465595434803, | |
| 0.01667076220754651, | |
| 0.016211174866160562, | |
| 0.016201477291386115, | |
| -0.01619563290075617, | |
| -0.015949604963858607, | |
| -0.015943357429031125, | |
| -0.015824673632334564, | |
| 0.015786184541483738, | |
| 0.015622930658199896, | |
| -0.015607864403002525, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 78.26086956521739, | |
| "precision": 68.5, | |
| "recall": 44.0, | |
| "f1": 52.878787878787875 | |
| }, | |
| "selection": { | |
| "precision": 9.459219406774398, | |
| "recall": 77.73584905660377, | |
| "f1": 16.865350463867514, | |
| "jaccard": 9.21120809492831 | |
| } | |
| } | |
| } |