| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "MAP2K1", | |
| "NRBF2", | |
| "FIS1", | |
| "NINJ1", | |
| "ECI2", | |
| "WBP1", | |
| "ITGB7", | |
| "SZRD1", | |
| "EPRS1", | |
| "GSDMB", | |
| "DDX39A", | |
| "TRAPPC11", | |
| "SDHAP2", | |
| "MEF2D", | |
| "NDUFA8", | |
| "YWHAG", | |
| "ARHGAP45", | |
| "COQ10A", | |
| "WHR1", | |
| "EIF4E3", | |
| "APBA3", | |
| "MAP3K11", | |
| "RSL1D1", | |
| "BSCL2", | |
| "AHSA2P", | |
| "VPS8", | |
| "CEACAM1", | |
| "XKR8", | |
| "PGLS", | |
| "RILPL2", | |
| "NCOA6", | |
| "LMO2", | |
| "CD8A", | |
| "TRIM56", | |
| "LEPROT", | |
| "SNN", | |
| "MME", | |
| "NOP58", | |
| "PXN", | |
| "PI3", | |
| "MOB3C", | |
| "NME2", | |
| "CHKB", | |
| "CCR1", | |
| "TXNDC5", | |
| "RPL22", | |
| "STAG3L3", | |
| "CAMP", | |
| "DENND10", | |
| "SNRPB2", | |
| "VWCE", | |
| "STAG2", | |
| "SIAH1", | |
| "EML4", | |
| "ZFP36L1", | |
| "KPNA1", | |
| "ICA1", | |
| "CFD", | |
| "PNPLA6", | |
| "CAVIN2", | |
| "RASSF1", | |
| "FRMD8", | |
| "DEGS1", | |
| "GSTM1", | |
| "FCRL3", | |
| "DHRS1", | |
| "ATP5F1C", | |
| "RPS26P11", | |
| "AKAP13", | |
| "TBC1D2B", | |
| "PRICKLE4", | |
| "DENND2D", | |
| "ZNF577", | |
| "GSTM2", | |
| "RNF20", | |
| "SCFD1", | |
| "NRROS", | |
| "RNASE2", | |
| "SULF2", | |
| "NIPA2", | |
| "LILRA3", | |
| "ANAPC13", | |
| "DENND6B", | |
| "ERH", | |
| "OSBP", | |
| "CPSF3", | |
| "TFG", | |
| "CHST7", | |
| "SS18", | |
| "CXCR4", | |
| "HAVCR2", | |
| "PHB2", | |
| "SHMT2", | |
| "PAM", | |
| "NUDT1", | |
| "ITPR3", | |
| "NELL2", | |
| "S100P", | |
| "ITPKB", | |
| "MYO9B", | |
| "DNAJA2", | |
| "RFXANK", | |
| "TMEM181", | |
| "LILRB2", | |
| "GMPR", | |
| "TRIM22", | |
| "SLC31A2", | |
| "GFOD1", | |
| "ZNF483", | |
| "H2BC21", | |
| "RPS4Y1", | |
| "COPS5", | |
| "CD3E", | |
| "HERC5", | |
| "ACAA1", | |
| "DEFA1", | |
| "SNRNP40", | |
| "TMA7", | |
| "CISD1", | |
| "LSM7", | |
| "FAM217B", | |
| "HLA-G", | |
| "PRAM1", | |
| "RPS26", | |
| "IRF8", | |
| "PPP3R1", | |
| "CRISPLD2", | |
| "PECAM1", | |
| "HBG2", | |
| "C1QBP", | |
| "CCDC6", | |
| "LPP", | |
| "IGBP1", | |
| "HLA-C", | |
| "IL18RAP", | |
| "GZMH", | |
| "CTSZ", | |
| "CYP27A1", | |
| "ERICH1", | |
| "PPFIA1", | |
| "FN3KRP", | |
| "BHLHE40", | |
| "VTI1B", | |
| "UNC45A", | |
| "FPR1", | |
| "RPL23AP7", | |
| "OAZ2", | |
| "PPP1CB", | |
| "LHPP", | |
| "MT1A", | |
| "INTS4", | |
| "SPI1", | |
| "PLIN2", | |
| "IFITM3", | |
| "NAAA", | |
| "CIAO2A", | |
| "RAD21", | |
| "COLGALT1", | |
| "ST13P4", | |
| "MBTD1", | |
| "IL1RN", | |
| "RPL9", | |
| "CLEC12A", | |
| "UPK3BL1", | |
| "PAG1", | |
| "PDZK1IP1", | |
| "THAP11", | |
| "WLS", | |
| "RHBDL2", | |
| "RNA5S9", | |
| "HARS2", | |
| "TSSC4", | |
| "KLRG1", | |
| "MAP7D1", | |
| "DUSP18", | |
| "POLR2C", | |
| "NSMAF", | |
| "VASP", | |
| "HDAC2", | |
| "GPR162", | |
| "LACTB", | |
| "E2F2", | |
| "PTMA", | |
| "PI4KAP2", | |
| "EPSTI1", | |
| "H2AC18", | |
| "CD79B", | |
| "RIPOR1", | |
| "GAS7", | |
| "POLR3GL", | |
| "LPAR5", | |
| "CLINT1", | |
| "UBE2J1", | |
| "DAP3", | |
| "TNFAIP6", | |
| "MIS12", | |
| "SRP68", | |
| "DERL1", | |
| "H2AJ", | |
| "S100A12", | |
| "CD36", | |
| "RNASE6", | |
| "SIGLEC10" | |
| ], | |
| "Coefficient": [ | |
| 10.883592840889545, | |
| -8.936733580726221, | |
| -7.694147183932551, | |
| 6.864725187066228, | |
| 6.729101741933616, | |
| 5.761193989624164, | |
| 5.2834225409420785, | |
| -5.199789973516376, | |
| 5.160074013096719, | |
| 5.093419187211592, | |
| -5.002091939052102, | |
| 4.953265253861017, | |
| -4.683233374106055, | |
| -4.541765144079039, | |
| -4.53768001783048, | |
| 4.166457441020177, | |
| -4.0789946091169975, | |
| -4.058622789667228, | |
| -4.046183451301992, | |
| 4.020499268536343, | |
| -3.971633601789772, | |
| 3.832674393166203, | |
| -3.8047310030868386, | |
| -3.793517420008394, | |
| -3.755573421564914, | |
| 3.7467403549633533, | |
| -3.7097581752857365, | |
| -3.5633623057636443, | |
| 3.5061292451504884, | |
| 3.443210291799406, | |
| 3.3858520542422657, | |
| 3.361845496698553, | |
| 3.331968643859415, | |
| 3.3093695392517644, | |
| 3.263698244406384, | |
| 3.2227117967601453, | |
| 3.186227517766624, | |
| -3.1283035013051523, | |
| 3.1124176986789336, | |
| -3.1115677664170405, | |
| 2.965194502150726, | |
| -2.9078738971357994, | |
| -2.896086988801087, | |
| 2.884583691345542, | |
| -2.8102225998641135, | |
| 2.7740951985262776, | |
| -2.74687031297726, | |
| 2.734489273114457, | |
| -2.6596106974406535, | |
| -2.6355806561313595, | |
| 2.6293910313457913, | |
| 2.4665906561086737, | |
| 2.4592660069761365, | |
| 2.362943398824955, | |
| -2.3543453633652733, | |
| -2.258702041270302, | |
| 2.2354624876314086, | |
| -2.21654423750187, | |
| -2.1518548276537652, | |
| 2.1398421830649594, | |
| -2.1208847997304656, | |
| 2.094853648305744, | |
| 2.0350631025114843, | |
| -2.020169705305852, | |
| -2.0085478869015545, | |
| 1.9811516966434788, | |
| -1.846398203296892, | |
| 1.8163082689308478, | |
| -1.8115928725183785, | |
| 1.6846494476394207, | |
| 1.6756205074103938, | |
| 1.65636495394063, | |
| -1.6465194374013223, | |
| -1.6354655477002675, | |
| -1.630942546107426, | |
| -1.579183651958341, | |
| -1.5195885590850984, | |
| 1.5039604092818575, | |
| 1.468154678825087, | |
| -1.4520962609523218, | |
| -1.4454698593885578, | |
| 1.4075631055785578, | |
| -1.4010877827951391, | |
| 1.339379384021666, | |
| 1.3332275004676537, | |
| 1.327103145551602, | |
| -1.2937895868448388, | |
| 1.2895840617422414, | |
| -1.286537762141845, | |
| 1.2579252697859418, | |
| -1.228761207893607, | |
| 1.228041526120124, | |
| -1.204271227865326, | |
| -1.1882200300999117, | |
| 1.1857824706129747, | |
| -1.1704947185990588, | |
| 1.1686504403165388, | |
| -1.145228905145469, | |
| 1.1224085163530968, | |
| -1.1168340985844347, | |
| -1.1076825827419032, | |
| 1.1001583931894965, | |
| -1.0932427234616742, | |
| -1.082602285197284, | |
| -1.0800809158111457, | |
| -1.0624338408502148, | |
| 1.055509194215335, | |
| -1.0537484872456968, | |
| -0.9923985443162133, | |
| 0.9834994087949479, | |
| -0.9719056368102715, | |
| 0.966496753683155, | |
| -0.9401454067441227, | |
| 0.9299568255110998, | |
| 0.8877173647347147, | |
| -0.854998197864441, | |
| 0.8420609586866363, | |
| 0.8393473069414255, | |
| 0.8393430763174701, | |
| 0.8364505465627289, | |
| 0.8267417303792678, | |
| -0.8229952451102512, | |
| 0.820732457916309, | |
| 0.8168268502775066, | |
| 0.8084899123378602, | |
| 0.8062888225008937, | |
| 0.7906347835740555, | |
| 0.7751240371841388, | |
| 0.7612589335212568, | |
| -0.7579499948047336, | |
| -0.7377196026279196, | |
| -0.7142507791273146, | |
| 0.6722666881322529, | |
| 0.671351483382304, | |
| -0.6663463075045001, | |
| 0.6611720505465367, | |
| 0.6602625731630549, | |
| 0.6598403859570123, | |
| 0.6427501819053919, | |
| 0.6302328747324416, | |
| -0.6146079645672372, | |
| -0.6127115148769742, | |
| -0.609425312047007, | |
| -0.6021545933222803, | |
| -0.5888372734248346, | |
| -0.5756099473638956, | |
| 0.5378922661634024, | |
| -0.537197109289507, | |
| 0.5331454583448267, | |
| -0.5298786083124339, | |
| 0.5036494557088761, | |
| -0.5025540580781568, | |
| 0.5008717584474145, | |
| -0.4972188360668141, | |
| 0.4781771631414021, | |
| 0.4768336501671155, | |
| 0.4559655174293663, | |
| -0.45273686027898963, | |
| -0.45262781357206383, | |
| -0.4352326628673732, | |
| -0.433826492267334, | |
| 0.39786958532116956, | |
| -0.3710097671349376, | |
| 0.357251170733735, | |
| -0.3561007311249853, | |
| -0.3183966789909341, | |
| -0.2926480891555342, | |
| 0.2892447380655367, | |
| 0.2862030958281014, | |
| 0.27803347144755314, | |
| 0.2759077899769805, | |
| 0.26567055908816517, | |
| 0.24329355925372642, | |
| 0.23698486316219805, | |
| 0.23374671569659924, | |
| -0.22153616611519528, | |
| -0.21554637447181432, | |
| -0.21347797735631288, | |
| -0.20787555128496718, | |
| 0.20572500622112758, | |
| 0.17745209959946592, | |
| 0.172360665677786, | |
| 0.16763604540031668, | |
| 0.16347035664340542, | |
| 0.16251274215306957, | |
| 0.15799656586556218, | |
| -0.1559768408883879, | |
| 0.13119645198264096, | |
| -0.12701023223627303, | |
| -0.12450361635701339, | |
| -0.12123169400895653, | |
| 0.09024832813751031, | |
| 0.08120519887747328, | |
| 0.0536249247999665, | |
| 0.053253535382634914, | |
| 0.03182665329618507, | |
| -0.02180222183632957, | |
| 0.01816522148836061, | |
| 0.011078572441039667, | |
| 0.008485564398364308, | |
| -0.0020498880570539117, | |
| 0.001033307964327087, | |
| -2.4797798916178472e-05 | |
| ], | |
| "Absolute Coefficient": [ | |
| 10.883592840889545, | |
| 8.936733580726221, | |
| 7.694147183932551, | |
| 6.864725187066228, | |
| 6.729101741933616, | |
| 5.761193989624164, | |
| 5.2834225409420785, | |
| 5.199789973516376, | |
| 5.160074013096719, | |
| 5.093419187211592, | |
| 5.002091939052102, | |
| 4.953265253861017, | |
| 4.683233374106055, | |
| 4.541765144079039, | |
| 4.53768001783048, | |
| 4.166457441020177, | |
| 4.0789946091169975, | |
| 4.058622789667228, | |
| 4.046183451301992, | |
| 4.020499268536343, | |
| 3.971633601789772, | |
| 3.832674393166203, | |
| 3.8047310030868386, | |
| 3.793517420008394, | |
| 3.755573421564914, | |
| 3.7467403549633533, | |
| 3.7097581752857365, | |
| 3.5633623057636443, | |
| 3.5061292451504884, | |
| 3.443210291799406, | |
| 3.3858520542422657, | |
| 3.361845496698553, | |
| 3.331968643859415, | |
| 3.3093695392517644, | |
| 3.263698244406384, | |
| 3.2227117967601453, | |
| 3.186227517766624, | |
| 3.1283035013051523, | |
| 3.1124176986789336, | |
| 3.1115677664170405, | |
| 2.965194502150726, | |
| 2.9078738971357994, | |
| 2.896086988801087, | |
| 2.884583691345542, | |
| 2.8102225998641135, | |
| 2.7740951985262776, | |
| 2.74687031297726, | |
| 2.734489273114457, | |
| 2.6596106974406535, | |
| 2.6355806561313595, | |
| 2.6293910313457913, | |
| 2.4665906561086737, | |
| 2.4592660069761365, | |
| 2.362943398824955, | |
| 2.3543453633652733, | |
| 2.258702041270302, | |
| 2.2354624876314086, | |
| 2.21654423750187, | |
| 2.1518548276537652, | |
| 2.1398421830649594, | |
| 2.1208847997304656, | |
| 2.094853648305744, | |
| 2.0350631025114843, | |
| 2.020169705305852, | |
| 2.0085478869015545, | |
| 1.9811516966434788, | |
| 1.846398203296892, | |
| 1.8163082689308478, | |
| 1.8115928725183785, | |
| 1.6846494476394207, | |
| 1.6756205074103938, | |
| 1.65636495394063, | |
| 1.6465194374013223, | |
| 1.6354655477002675, | |
| 1.630942546107426, | |
| 1.579183651958341, | |
| 1.5195885590850984, | |
| 1.5039604092818575, | |
| 1.468154678825087, | |
| 1.4520962609523218, | |
| 1.4454698593885578, | |
| 1.4075631055785578, | |
| 1.4010877827951391, | |
| 1.339379384021666, | |
| 1.3332275004676537, | |
| 1.327103145551602, | |
| 1.2937895868448388, | |
| 1.2895840617422414, | |
| 1.286537762141845, | |
| 1.2579252697859418, | |
| 1.228761207893607, | |
| 1.228041526120124, | |
| 1.204271227865326, | |
| 1.1882200300999117, | |
| 1.1857824706129747, | |
| 1.1704947185990588, | |
| 1.1686504403165388, | |
| 1.145228905145469, | |
| 1.1224085163530968, | |
| 1.1168340985844347, | |
| 1.1076825827419032, | |
| 1.1001583931894965, | |
| 1.0932427234616742, | |
| 1.082602285197284, | |
| 1.0800809158111457, | |
| 1.0624338408502148, | |
| 1.055509194215335, | |
| 1.0537484872456968, | |
| 0.9923985443162133, | |
| 0.9834994087949479, | |
| 0.9719056368102715, | |
| 0.966496753683155, | |
| 0.9401454067441227, | |
| 0.9299568255110998, | |
| 0.8877173647347147, | |
| 0.854998197864441, | |
| 0.8420609586866363, | |
| 0.8393473069414255, | |
| 0.8393430763174701, | |
| 0.8364505465627289, | |
| 0.8267417303792678, | |
| 0.8229952451102512, | |
| 0.820732457916309, | |
| 0.8168268502775066, | |
| 0.8084899123378602, | |
| 0.8062888225008937, | |
| 0.7906347835740555, | |
| 0.7751240371841388, | |
| 0.7612589335212568, | |
| 0.7579499948047336, | |
| 0.7377196026279196, | |
| 0.7142507791273146, | |
| 0.6722666881322529, | |
| 0.671351483382304, | |
| 0.6663463075045001, | |
| 0.6611720505465367, | |
| 0.6602625731630549, | |
| 0.6598403859570123, | |
| 0.6427501819053919, | |
| 0.6302328747324416, | |
| 0.6146079645672372, | |
| 0.6127115148769742, | |
| 0.609425312047007, | |
| 0.6021545933222803, | |
| 0.5888372734248346, | |
| 0.5756099473638956, | |
| 0.5378922661634024, | |
| 0.537197109289507, | |
| 0.5331454583448267, | |
| 0.5298786083124339, | |
| 0.5036494557088761, | |
| 0.5025540580781568, | |
| 0.5008717584474145, | |
| 0.4972188360668141, | |
| 0.4781771631414021, | |
| 0.4768336501671155, | |
| 0.4559655174293663, | |
| 0.45273686027898963, | |
| 0.45262781357206383, | |
| 0.4352326628673732, | |
| 0.433826492267334, | |
| 0.39786958532116956, | |
| 0.3710097671349376, | |
| 0.357251170733735, | |
| 0.3561007311249853, | |
| 0.3183966789909341, | |
| 0.2926480891555342, | |
| 0.2892447380655367, | |
| 0.2862030958281014, | |
| 0.27803347144755314, | |
| 0.2759077899769805, | |
| 0.26567055908816517, | |
| 0.24329355925372642, | |
| 0.23698486316219805, | |
| 0.23374671569659924, | |
| 0.22153616611519528, | |
| 0.21554637447181432, | |
| 0.21347797735631288, | |
| 0.20787555128496718, | |
| 0.20572500622112758, | |
| 0.17745209959946592, | |
| 0.172360665677786, | |
| 0.16763604540031668, | |
| 0.16347035664340542, | |
| 0.16251274215306957, | |
| 0.15799656586556218, | |
| 0.1559768408883879, | |
| 0.13119645198264096, | |
| 0.12701023223627303, | |
| 0.12450361635701339, | |
| 0.12123169400895653, | |
| 0.09024832813751031, | |
| 0.08120519887747328, | |
| 0.0536249247999665, | |
| 0.053253535382634914, | |
| 0.03182665329618507, | |
| 0.02180222183632957, | |
| 0.01816522148836061, | |
| 0.011078572441039667, | |
| 0.008485564398364308, | |
| 0.0020498880570539117, | |
| 0.001033307964327087, | |
| 2.4797798916178472e-05 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 50.793650793650784, | |
| "precision": 34.85668276972625, | |
| "recall": 46.54723707664884, | |
| "f1": 38.51349986688332 | |
| }, | |
| "selection": { | |
| "precision": 0.3384062158864702, | |
| "recall": 30.0, | |
| "f1": 0.6692616775489703, | |
| "jaccard": 0.33650793650793653 | |
| } | |
| } | |
| } |