| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "MAP2K1", | |
| "NRBF2", | |
| "FIS1", | |
| "ECI2", | |
| "NINJ1", | |
| "WBP1", | |
| "VPS8", | |
| "SZRD1", | |
| "EPRS1", | |
| "DDX39A", | |
| "COQ10A", | |
| "GSDMB", | |
| "SDHAP2", | |
| "ARHGAP45", | |
| "ITGB7", | |
| "TRAPPC11", | |
| "XKR8", | |
| "AHSA2P", | |
| "YWHAG", | |
| "PGLS", | |
| "WHR1", | |
| "CCR1", | |
| "ZFP36L1", | |
| "SIAH1", | |
| "EIF4E3", | |
| "APBA3", | |
| "FRMD8", | |
| "LMO2", | |
| "RILPL2", | |
| "RPL22", | |
| "PXN", | |
| "SNN", | |
| "CEACAM1", | |
| "DENND10", | |
| "NDUFA8", | |
| "CD8A", | |
| "MEF2D", | |
| "MAP3K11", | |
| "STAG2", | |
| "CAMP", | |
| "MOB3C", | |
| "NOP58", | |
| "COLGALT1", | |
| "MME", | |
| "PI3", | |
| "SNRPB2", | |
| "SULF2", | |
| "RPS26P11", | |
| "TBC1D2B", | |
| "ATP5F1C", | |
| "RASSF1", | |
| "NCOA6", | |
| "HAVCR2", | |
| "RSL1D1", | |
| "BSCL2", | |
| "CFD", | |
| "DENND2D", | |
| "KPNA1", | |
| "FCRL3", | |
| "TXNDC5", | |
| "DEGS1", | |
| "AKAP13", | |
| "NME2", | |
| "CHKB", | |
| "VWCE", | |
| "CAVIN2", | |
| "ERH", | |
| "IGBP1", | |
| "GSTM1", | |
| "ST6GALNAC4", | |
| "ICA1", | |
| "MYO9B", | |
| "EML4", | |
| "ZNF577", | |
| "LHPP", | |
| "THAP11", | |
| "GSTM2", | |
| "DENND6B", | |
| "CXCR4", | |
| "TRIM56", | |
| "DHRS1", | |
| "COPS5", | |
| "CD3E", | |
| "EIF4A3", | |
| "BHLHE40", | |
| "GMPR", | |
| "PAM", | |
| "LEPROT", | |
| "PPFIA1", | |
| "LSM7", | |
| "RNASE2", | |
| "LILRA3", | |
| "NELL2", | |
| "ITPKB", | |
| "MT1A", | |
| "TFG", | |
| "STAG3L3", | |
| "FN3KRP", | |
| "S100P", | |
| "OSBP", | |
| "PRAM1", | |
| "ZNF483", | |
| "PRICKLE4", | |
| "NRROS", | |
| "UNC45A", | |
| "RHBDL2", | |
| "GZMH", | |
| "DNAJA2", | |
| "DAP3", | |
| "RNA5S9", | |
| "SCFD1", | |
| "RFXANK", | |
| "NDUFS5", | |
| "CISD1", | |
| "PNPLA6", | |
| "NUDT1", | |
| "PI4KAP2", | |
| "MIS12", | |
| "ACAA1", | |
| "PPP3R1", | |
| "TMA7", | |
| "MAFB", | |
| "GFOD1", | |
| "ANAPC13", | |
| "NAAA", | |
| "SNRNP40", | |
| "WLS", | |
| "ITPR3", | |
| "LBH", | |
| "PECAM1", | |
| "HLA-C", | |
| "TNFAIP6", | |
| "CYP27A1", | |
| "RALBP1", | |
| "NIPA2", | |
| "DEFA1", | |
| "IFITM3", | |
| "HDAC2", | |
| "TMEM181", | |
| "H2BC21", | |
| "RPS4Y1", | |
| "IL18RAP", | |
| "NAPRT", | |
| "FPR1", | |
| "VTI1B", | |
| "DUSP18", | |
| "SLC31A2", | |
| "HLA-G", | |
| "CPSF3", | |
| "CCDC6", | |
| "SHMT2", | |
| "LPP", | |
| "PLIN2", | |
| "HBG2", | |
| "EPSTI1", | |
| "CIAO2A", | |
| "HERC5", | |
| "PTMA", | |
| "SIGLEC10", | |
| "CTSZ", | |
| "XAF1", | |
| "SKP1", | |
| "IL1RN", | |
| "TRIM22", | |
| "ZNF512", | |
| "C1QBP", | |
| "INTS4", | |
| "SLC38A1", | |
| "SRF", | |
| "CHST7", | |
| "RAD21", | |
| "FCRL2", | |
| "RNF20", | |
| "INF2", | |
| "SS18", | |
| "AKTIP", | |
| "HAX1", | |
| "PPP1CB", | |
| "SNHG5", | |
| "CBLL1", | |
| "CRISPLD2", | |
| "MXD4", | |
| "ERICH1", | |
| "UBE2J1", | |
| "KLRG1", | |
| "MIDEAS", | |
| "DERL1", | |
| "VASP", | |
| "CLEC12A", | |
| "MFSD5", | |
| "GBP4", | |
| "FOLR3", | |
| "SPI1", | |
| "POGK", | |
| "POLR2C", | |
| "CLINT1", | |
| "RPL23AP7", | |
| "UQCRHL", | |
| "LYST", | |
| "CD36", | |
| "TSPAN33", | |
| "CAT", | |
| "SVBP", | |
| "HLX", | |
| "OAZ2", | |
| "UPK3BL1", | |
| "PIK3IP1", | |
| "IL17RA", | |
| "DDIT4", | |
| "POLR3GL", | |
| "UPP1" | |
| ], | |
| "Coefficient": [ | |
| 10.230026234186248, | |
| -9.009919957427456, | |
| -8.125999493685914, | |
| 6.649514188933089, | |
| 5.9435593793578905, | |
| 5.614228929976606, | |
| 5.231181206580778, | |
| -5.192027490350705, | |
| 4.975673214320756, | |
| -4.896645804022319, | |
| -4.750645165444959, | |
| 4.663972364519617, | |
| -4.625028689304023, | |
| -4.6081155886406435, | |
| 4.482353340633349, | |
| 4.279239469171196, | |
| -4.183301707546674, | |
| -4.083569691766215, | |
| 4.018657732364229, | |
| 4.0125570365423435, | |
| -3.835145465486941, | |
| 3.765112306170842, | |
| -3.7094156842438064, | |
| 3.650147806627219, | |
| 3.645140219349577, | |
| -3.6134623183113597, | |
| 3.4829581975720494, | |
| 3.4821217172642878, | |
| 3.4058330568269857, | |
| 3.398623755803305, | |
| 3.3940745530857157, | |
| 3.389946451770948, | |
| -3.370918596696369, | |
| -3.1823400671761393, | |
| -3.149151675253969, | |
| 3.1256503568738494, | |
| -3.1012296007550937, | |
| 2.9462080878448385, | |
| 2.8044889518114813, | |
| 2.7885668428861208, | |
| 2.6682720233905917, | |
| -2.6449682473517186, | |
| -2.6371058429808207, | |
| 2.6092649868678675, | |
| -2.4850592394846918, | |
| -2.482711389294341, | |
| 2.4611010241409983, | |
| 2.413229388028316, | |
| 2.3521448048804223, | |
| -2.3338584221646927, | |
| -2.304323512373905, | |
| 2.2299236772088955, | |
| -2.187588340457823, | |
| -2.181381870936089, | |
| -2.1713162759868823, | |
| -2.170174784254679, | |
| 2.052958177116809, | |
| -1.9967793372132514, | |
| -1.9617190492990002, | |
| -1.907059847629831, | |
| 1.8855791393925212, | |
| -1.873289158143966, | |
| -1.8267946865019222, | |
| -1.813335092950245, | |
| 1.7946110687726173, | |
| 1.7916842331070417, | |
| 1.7827124524152942, | |
| 1.7779593507224416, | |
| -1.71476756145243, | |
| 1.7033754074640386, | |
| 1.6951315652889483, | |
| -1.686150045276786, | |
| 1.6826690096621788, | |
| -1.6581686925004584, | |
| 1.6535331449593385, | |
| -1.6535292001043151, | |
| -1.6226642293131097, | |
| -1.5988684960231447, | |
| 1.5845869169675058, | |
| 1.5744052248102753, | |
| 1.5587093039296258, | |
| 1.551043826063489, | |
| -1.5510206429520224, | |
| 1.5452356925373691, | |
| -1.536868610810415, | |
| -1.5234614921366236, | |
| -1.4662779251523235, | |
| 1.4073094637001942, | |
| 1.366850840126132, | |
| 1.357502984312834, | |
| 1.3232687123517006, | |
| -1.3122495721854206, | |
| 1.2987498442001935, | |
| 1.2883052616797699, | |
| -1.2883050959419475, | |
| -1.2703392727436584, | |
| -1.240823206247743, | |
| -1.2164440377401242, | |
| -1.2033061935659284, | |
| 1.1861207652201602, | |
| 1.1552164470301594, | |
| -1.1536845683932906, | |
| 1.139926935410292, | |
| -1.1153730000116784, | |
| -1.1044385303659765, | |
| 1.0809563662432087, | |
| 1.065150851282145, | |
| -1.0339321988151313, | |
| 1.029529183137994, | |
| 1.0075800760850402, | |
| -0.9849150655865918, | |
| 0.9843829747617052, | |
| -0.976213888694924, | |
| 0.9525472200186619, | |
| -0.9495234080383627, | |
| 0.936908538260934, | |
| 0.9337445872946626, | |
| 0.9217759105819007, | |
| 0.9183774964180148, | |
| 0.9183594289605473, | |
| 0.9088963658356368, | |
| -0.8857623378125231, | |
| -0.8851759569571963, | |
| 0.8829299053956852, | |
| 0.8771384752751163, | |
| 0.8713815813452818, | |
| 0.8689089954804872, | |
| -0.8657291132509736, | |
| 0.8629308624594656, | |
| 0.8455778406341519, | |
| 0.806117109328479, | |
| 0.8050683584021653, | |
| 0.8043536713399305, | |
| -0.7876355781218815, | |
| -0.7604229110768714, | |
| -0.756981342135864, | |
| -0.7540070921732333, | |
| -0.7299894112105939, | |
| -0.7222935628619506, | |
| 0.7190100434830047, | |
| -0.6882029790800338, | |
| -0.6853364068921727, | |
| -0.6824974151683524, | |
| -0.6824442884596498, | |
| -0.6654837036485286, | |
| 0.6610801371208104, | |
| 0.6597097457591214, | |
| -0.637312448079359, | |
| 0.6338322127182088, | |
| -0.5989461901443677, | |
| -0.5880608930062238, | |
| -0.5776571477927623, | |
| 0.5717619377511162, | |
| 0.5531093760555633, | |
| 0.5500020411832252, | |
| 0.546215531888926, | |
| 0.5181854414147441, | |
| 0.5135242927251887, | |
| -0.48885434576343395, | |
| 0.44504634267082366, | |
| -0.4410345073879764, | |
| -0.4387462171219323, | |
| -0.42859667558383463, | |
| -0.4016523939606541, | |
| 0.3987636325586527, | |
| -0.3933440680838879, | |
| 0.3838112542512789, | |
| 0.3812364450495026, | |
| -0.37015030771477464, | |
| 0.353579507562887, | |
| 0.33389298754969854, | |
| -0.3165016974215194, | |
| -0.2996667568582004, | |
| -0.29774775891375455, | |
| -0.284094441700641, | |
| 0.2583412326655716, | |
| 0.2564915806635181, | |
| -0.25226588431388464, | |
| 0.2474819785627171, | |
| 0.24684279144431884, | |
| 0.24306625149688468, | |
| -0.24016838508842703, | |
| 0.22190877857271288, | |
| 0.22038578100989065, | |
| 0.21850019376197186, | |
| 0.21278632323746946, | |
| 0.2069400832800299, | |
| -0.19971391448723325, | |
| -0.18895130287205453, | |
| -0.18533585963119467, | |
| -0.1847627221877388, | |
| -0.18422057069718528, | |
| -0.1758483441555684, | |
| 0.17557955805009914, | |
| -0.15190331996621595, | |
| 0.14099208654581988, | |
| -0.1007754219302993, | |
| 0.08081873997559401, | |
| 0.07424819448141365, | |
| -0.07222196080734798, | |
| 0.06474433524141981, | |
| 0.06392941042345111, | |
| -0.06143241504943778, | |
| -0.05019946202982264, | |
| 0.03796582339561467, | |
| 0.035912352889575845, | |
| 0.031828691124219786, | |
| 0.028081646906519927, | |
| 0.021297679316598515, | |
| -0.01265643006727909, | |
| -0.005763640957839415 | |
| ], | |
| "Absolute Coefficient": [ | |
| 10.230026234186248, | |
| 9.009919957427456, | |
| 8.125999493685914, | |
| 6.649514188933089, | |
| 5.9435593793578905, | |
| 5.614228929976606, | |
| 5.231181206580778, | |
| 5.192027490350705, | |
| 4.975673214320756, | |
| 4.896645804022319, | |
| 4.750645165444959, | |
| 4.663972364519617, | |
| 4.625028689304023, | |
| 4.6081155886406435, | |
| 4.482353340633349, | |
| 4.279239469171196, | |
| 4.183301707546674, | |
| 4.083569691766215, | |
| 4.018657732364229, | |
| 4.0125570365423435, | |
| 3.835145465486941, | |
| 3.765112306170842, | |
| 3.7094156842438064, | |
| 3.650147806627219, | |
| 3.645140219349577, | |
| 3.6134623183113597, | |
| 3.4829581975720494, | |
| 3.4821217172642878, | |
| 3.4058330568269857, | |
| 3.398623755803305, | |
| 3.3940745530857157, | |
| 3.389946451770948, | |
| 3.370918596696369, | |
| 3.1823400671761393, | |
| 3.149151675253969, | |
| 3.1256503568738494, | |
| 3.1012296007550937, | |
| 2.9462080878448385, | |
| 2.8044889518114813, | |
| 2.7885668428861208, | |
| 2.6682720233905917, | |
| 2.6449682473517186, | |
| 2.6371058429808207, | |
| 2.6092649868678675, | |
| 2.4850592394846918, | |
| 2.482711389294341, | |
| 2.4611010241409983, | |
| 2.413229388028316, | |
| 2.3521448048804223, | |
| 2.3338584221646927, | |
| 2.304323512373905, | |
| 2.2299236772088955, | |
| 2.187588340457823, | |
| 2.181381870936089, | |
| 2.1713162759868823, | |
| 2.170174784254679, | |
| 2.052958177116809, | |
| 1.9967793372132514, | |
| 1.9617190492990002, | |
| 1.907059847629831, | |
| 1.8855791393925212, | |
| 1.873289158143966, | |
| 1.8267946865019222, | |
| 1.813335092950245, | |
| 1.7946110687726173, | |
| 1.7916842331070417, | |
| 1.7827124524152942, | |
| 1.7779593507224416, | |
| 1.71476756145243, | |
| 1.7033754074640386, | |
| 1.6951315652889483, | |
| 1.686150045276786, | |
| 1.6826690096621788, | |
| 1.6581686925004584, | |
| 1.6535331449593385, | |
| 1.6535292001043151, | |
| 1.6226642293131097, | |
| 1.5988684960231447, | |
| 1.5845869169675058, | |
| 1.5744052248102753, | |
| 1.5587093039296258, | |
| 1.551043826063489, | |
| 1.5510206429520224, | |
| 1.5452356925373691, | |
| 1.536868610810415, | |
| 1.5234614921366236, | |
| 1.4662779251523235, | |
| 1.4073094637001942, | |
| 1.366850840126132, | |
| 1.357502984312834, | |
| 1.3232687123517006, | |
| 1.3122495721854206, | |
| 1.2987498442001935, | |
| 1.2883052616797699, | |
| 1.2883050959419475, | |
| 1.2703392727436584, | |
| 1.240823206247743, | |
| 1.2164440377401242, | |
| 1.2033061935659284, | |
| 1.1861207652201602, | |
| 1.1552164470301594, | |
| 1.1536845683932906, | |
| 1.139926935410292, | |
| 1.1153730000116784, | |
| 1.1044385303659765, | |
| 1.0809563662432087, | |
| 1.065150851282145, | |
| 1.0339321988151313, | |
| 1.029529183137994, | |
| 1.0075800760850402, | |
| 0.9849150655865918, | |
| 0.9843829747617052, | |
| 0.976213888694924, | |
| 0.9525472200186619, | |
| 0.9495234080383627, | |
| 0.936908538260934, | |
| 0.9337445872946626, | |
| 0.9217759105819007, | |
| 0.9183774964180148, | |
| 0.9183594289605473, | |
| 0.9088963658356368, | |
| 0.8857623378125231, | |
| 0.8851759569571963, | |
| 0.8829299053956852, | |
| 0.8771384752751163, | |
| 0.8713815813452818, | |
| 0.8689089954804872, | |
| 0.8657291132509736, | |
| 0.8629308624594656, | |
| 0.8455778406341519, | |
| 0.806117109328479, | |
| 0.8050683584021653, | |
| 0.8043536713399305, | |
| 0.7876355781218815, | |
| 0.7604229110768714, | |
| 0.756981342135864, | |
| 0.7540070921732333, | |
| 0.7299894112105939, | |
| 0.7222935628619506, | |
| 0.7190100434830047, | |
| 0.6882029790800338, | |
| 0.6853364068921727, | |
| 0.6824974151683524, | |
| 0.6824442884596498, | |
| 0.6654837036485286, | |
| 0.6610801371208104, | |
| 0.6597097457591214, | |
| 0.637312448079359, | |
| 0.6338322127182088, | |
| 0.5989461901443677, | |
| 0.5880608930062238, | |
| 0.5776571477927623, | |
| 0.5717619377511162, | |
| 0.5531093760555633, | |
| 0.5500020411832252, | |
| 0.546215531888926, | |
| 0.5181854414147441, | |
| 0.5135242927251887, | |
| 0.48885434576343395, | |
| 0.44504634267082366, | |
| 0.4410345073879764, | |
| 0.4387462171219323, | |
| 0.42859667558383463, | |
| 0.4016523939606541, | |
| 0.3987636325586527, | |
| 0.3933440680838879, | |
| 0.3838112542512789, | |
| 0.3812364450495026, | |
| 0.37015030771477464, | |
| 0.353579507562887, | |
| 0.33389298754969854, | |
| 0.3165016974215194, | |
| 0.2996667568582004, | |
| 0.29774775891375455, | |
| 0.284094441700641, | |
| 0.2583412326655716, | |
| 0.2564915806635181, | |
| 0.25226588431388464, | |
| 0.2474819785627171, | |
| 0.24684279144431884, | |
| 0.24306625149688468, | |
| 0.24016838508842703, | |
| 0.22190877857271288, | |
| 0.22038578100989065, | |
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| 0.07424819448141365, | |
| 0.07222196080734798, | |
| 0.06474433524141981, | |
| 0.06392941042345111, | |
| 0.06143241504943778, | |
| 0.05019946202982264, | |
| 0.03796582339561467, | |
| 0.035912352889575845, | |
| 0.031828691124219786, | |
| 0.028081646906519927, | |
| 0.021297679316598515, | |
| 0.01265643006727909, | |
| 0.005763640957839415 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 55.23809523809524, | |
| "precision": 40.841750841750844, | |
| "recall": 52.68360071301247, | |
| "f1": 44.25744209707344 | |
| }, | |
| "selection": { | |
| "precision": 0.3416329706117255, | |
| "recall": 30.0, | |
| "f1": 0.6755709668443245, | |
| "jaccard": 0.3396983305534017 | |
| } | |
| } | |
| } |