| { | |
| "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": [ | |
| 10.883592840889557, | |
| -8.936733580726246, | |
| -7.69414718393257, | |
| 6.864725187066244, | |
| 6.729101741933627, | |
| 5.76119398962418, | |
| 5.283422540942069, | |
| -5.199789973516393, | |
| 5.160074013096719, | |
| 5.093419187211604, | |
| -5.002091939052119, | |
| 4.953265253861045, | |
| -4.683233374106063, | |
| -4.541765144079043, | |
| -4.537680017830496, | |
| 4.166457441020196, | |
| -4.0789946091170215, | |
| -4.058622789667248, | |
| -4.046183451302018, | |
| 4.0204992685363665, | |
| -3.9716336017897547, | |
| 3.832674393166191, | |
| -3.8047310030868386, | |
| -3.793517420008394, | |
| -3.7555734215649275, | |
| 3.746740354963368, | |
| -3.7097581752857334, | |
| -3.5633623057636563, | |
| 3.506129245150481, | |
| 3.443210291799421, | |
| 3.3858520542422514, | |
| 3.361845496698533, | |
| 3.3319686438594074, | |
| 3.3093695392517697, | |
| 3.263698244406383, | |
| 3.222711796760146, | |
| 3.1862275177666315, | |
| -3.1283035013051714, | |
| 3.112417698678931, | |
| -3.111567766417037, | |
| 2.9651945021507293, | |
| -2.9078738971357727, | |
| -2.8960869888010827, | |
| 2.884583691345551, | |
| -2.8102225998641153, | |
| 2.7740951985262905, | |
| -2.7468703129772414, | |
| 2.7344892731144643, | |
| -2.659610697440648, | |
| -2.6355806561313626, | |
| 2.6293910313458007, | |
| 2.4665906561086737, | |
| 2.459266006976109, | |
| 2.3629433988249304, | |
| -2.3543453633652955, | |
| -2.2587020412703, | |
| 2.2354624876313953, | |
| -2.216544237501863, | |
| -2.1518548276537692, | |
| 2.139842183064963, | |
| -2.120884799730484, | |
| 2.094853648305769, | |
| 2.035063102511506, | |
| -2.020169705305859, | |
| -2.008547886901568, | |
| 1.9811516966434641, | |
| -1.846398203296911, | |
| 1.8163082689308476, | |
| -1.8115928725183508, | |
| 1.684649447639412, | |
| 1.6756205074103747, | |
| 1.6563649539406384, | |
| -1.6465194374013377, | |
| -1.6354655477002606, | |
| -1.6309425461074427, | |
| -1.5791836519583509, | |
| -1.5195885590850744, | |
| 1.5039604092818561, | |
| 1.4681546788250843, | |
| -1.4520962609523487, | |
| -1.4454698593885738, | |
| 1.4075631055785558, | |
| -1.4010877827951576, | |
| 1.339379384021649, | |
| 1.3332275004676273, | |
| 1.3271031455516236, | |
| -1.2937895868448404, | |
| 1.2895840617422467, | |
| -1.2865377621418286, | |
| 1.2579252697859549, | |
| -1.2287612078935957, | |
| 1.2280415261201183, | |
| -1.204271227865326, | |
| -1.1882200300999108, | |
| 1.1857824706129731, | |
| -1.1704947185990493, | |
| 1.1686504403165492, | |
| -1.145228905145462, | |
| 1.1224085163531072, | |
| -1.1168340985844227, | |
| -1.107682582741912, | |
| 1.100158393189527, | |
| -1.0932427234616715, | |
| -1.0826022851972597, | |
| -1.0800809158111329, | |
| -1.062433840850218, | |
| 1.0555091942153456, | |
| -1.053748487245688, | |
| -0.9923985443162209, | |
| 0.9834994087949573, | |
| -0.9719056368102744, | |
| 0.9664967536831284, | |
| -0.9401454067441483, | |
| 0.9299568255110949, | |
| 0.8877173647347115, | |
| -0.8549981978644501, | |
| 0.8420609586866511, | |
| 0.8393473069414467, | |
| 0.8393430763174609, | |
| 0.8364505465627514, | |
| 0.82674173037927, | |
| -0.8229952451102394, | |
| 0.8207324579163207, | |
| 0.8168268502775041, | |
| 0.8084899123378316, | |
| 0.8062888225008863, | |
| 0.7906347835740467, | |
| 0.7751240371841351, | |
| 0.7612589335212551, | |
| -0.7579499948047347, | |
| -0.7377196026279073, | |
| -0.7142507791273034, | |
| 0.6722666881322501, | |
| 0.671351483382302, | |
| -0.6663463075045004, | |
| 0.661172050546533, | |
| 0.6602625731630499, | |
| 0.6598403859570221, | |
| 0.6427501819054005, | |
| 0.6302328747324457, | |
| -0.6146079645672288, | |
| -0.6127115148769576, | |
| -0.6094253120469827, | |
| -0.6021545933222943, | |
| -0.5888372734248029, | |
| -0.5756099473638997, | |
| 0.5378922661634004, | |
| -0.5371971092894994, | |
| 0.5331454583447962, | |
| -0.5298786083124495, | |
| 0.5036494557088725, | |
| -0.502554058078154, | |
| 0.5008717584474308, | |
| -0.4972188360668201, | |
| 0.47817716314138425, | |
| 0.47683365016713775, | |
| 0.4559655174293564, | |
| -0.452736860278978, | |
| -0.4526278135720601, | |
| -0.4352326628673603, | |
| -0.4338264922673385, | |
| 0.3978695853211769, | |
| -0.37100976713493916, | |
| 0.35725117073373175, | |
| -0.3561007311249965, | |
| -0.31839667899092167, | |
| -0.29264808915550083, | |
| 0.2892447380655318, | |
| 0.2862030958281157, | |
| 0.27803347144756024, | |
| 0.27590778997698323, | |
| 0.2656705590881727, | |
| 0.24329355925373314, | |
| 0.236984863162215, | |
| 0.23374671569659797, | |
| -0.22153616611520163, | |
| -0.21554637447182598, | |
| -0.21347797735631444, | |
| -0.20787555128495705, | |
| 0.2057250062211422, | |
| 0.1774520995994583, | |
| 0.17236066567776753, | |
| 0.16763604540031152, | |
| 0.1634703566433984, | |
| 0.1625127421530755, | |
| 0.1579965658655472, | |
| -0.15597684088834546, | |
| 0.13119645198261143, | |
| -0.1270102322362783, | |
| -0.12450361635699639, | |
| -0.12123169400898841, | |
| 0.09024832813747863, | |
| 0.0812051988774856, | |
| 0.053624924799965265, | |
| 0.05325353538262937, | |
| 0.03182665329619899, | |
| -0.021802221836314903, | |
| 0.018165221488354755, | |
| 0.011078572441054126, | |
| 0.008485564398348671, | |
| -0.0020498880570492717, | |
| 0.0010333079643151688, | |
| -2.479779892570342e-05 | |
| ], | |
| "Absolute Coefficient": [ | |
| 10.883592840889557, | |
| 8.936733580726246, | |
| 7.69414718393257, | |
| 6.864725187066244, | |
| 6.729101741933627, | |
| 5.76119398962418, | |
| 5.283422540942069, | |
| 5.199789973516393, | |
| 5.160074013096719, | |
| 5.093419187211604, | |
| 5.002091939052119, | |
| 4.953265253861045, | |
| 4.683233374106063, | |
| 4.541765144079043, | |
| 4.537680017830496, | |
| 4.166457441020196, | |
| 4.0789946091170215, | |
| 4.058622789667248, | |
| 4.046183451302018, | |
| 4.0204992685363665, | |
| 3.9716336017897547, | |
| 3.832674393166191, | |
| 3.8047310030868386, | |
| 3.793517420008394, | |
| 3.7555734215649275, | |
| 3.746740354963368, | |
| 3.7097581752857334, | |
| 3.5633623057636563, | |
| 3.506129245150481, | |
| 3.443210291799421, | |
| 3.3858520542422514, | |
| 3.361845496698533, | |
| 3.3319686438594074, | |
| 3.3093695392517697, | |
| 3.263698244406383, | |
| 3.222711796760146, | |
| 3.1862275177666315, | |
| 3.1283035013051714, | |
| 3.112417698678931, | |
| 3.111567766417037, | |
| 2.9651945021507293, | |
| 2.9078738971357727, | |
| 2.8960869888010827, | |
| 2.884583691345551, | |
| 2.8102225998641153, | |
| 2.7740951985262905, | |
| 2.7468703129772414, | |
| 2.7344892731144643, | |
| 2.659610697440648, | |
| 2.6355806561313626, | |
| 2.6293910313458007, | |
| 2.4665906561086737, | |
| 2.459266006976109, | |
| 2.3629433988249304, | |
| 2.3543453633652955, | |
| 2.2587020412703, | |
| 2.2354624876313953, | |
| 2.216544237501863, | |
| 2.1518548276537692, | |
| 2.139842183064963, | |
| 2.120884799730484, | |
| 2.094853648305769, | |
| 2.035063102511506, | |
| 2.020169705305859, | |
| 2.008547886901568, | |
| 1.9811516966434641, | |
| 1.846398203296911, | |
| 1.8163082689308476, | |
| 1.8115928725183508, | |
| 1.684649447639412, | |
| 1.6756205074103747, | |
| 1.6563649539406384, | |
| 1.6465194374013377, | |
| 1.6354655477002606, | |
| 1.6309425461074427, | |
| 1.5791836519583509, | |
| 1.5195885590850744, | |
| 1.5039604092818561, | |
| 1.4681546788250843, | |
| 1.4520962609523487, | |
| 1.4454698593885738, | |
| 1.4075631055785558, | |
| 1.4010877827951576, | |
| 1.339379384021649, | |
| 1.3332275004676273, | |
| 1.3271031455516236, | |
| 1.2937895868448404, | |
| 1.2895840617422467, | |
| 1.2865377621418286, | |
| 1.2579252697859549, | |
| 1.2287612078935957, | |
| 1.2280415261201183, | |
| 1.204271227865326, | |
| 1.1882200300999108, | |
| 1.1857824706129731, | |
| 1.1704947185990493, | |
| 1.1686504403165492, | |
| 1.145228905145462, | |
| 1.1224085163531072, | |
| 1.1168340985844227, | |
| 1.107682582741912, | |
| 1.100158393189527, | |
| 1.0932427234616715, | |
| 1.0826022851972597, | |
| 1.0800809158111329, | |
| 1.062433840850218, | |
| 1.0555091942153456, | |
| 1.053748487245688, | |
| 0.9923985443162209, | |
| 0.9834994087949573, | |
| 0.9719056368102744, | |
| 0.9664967536831284, | |
| 0.9401454067441483, | |
| 0.9299568255110949, | |
| 0.8877173647347115, | |
| 0.8549981978644501, | |
| 0.8420609586866511, | |
| 0.8393473069414467, | |
| 0.8393430763174609, | |
| 0.8364505465627514, | |
| 0.82674173037927, | |
| 0.8229952451102394, | |
| 0.8207324579163207, | |
| 0.8168268502775041, | |
| 0.8084899123378316, | |
| 0.8062888225008863, | |
| 0.7906347835740467, | |
| 0.7751240371841351, | |
| 0.7612589335212551, | |
| 0.7579499948047347, | |
| 0.7377196026279073, | |
| 0.7142507791273034, | |
| 0.6722666881322501, | |
| 0.671351483382302, | |
| 0.6663463075045004, | |
| 0.661172050546533, | |
| 0.6602625731630499, | |
| 0.6598403859570221, | |
| 0.6427501819054005, | |
| 0.6302328747324457, | |
| 0.6146079645672288, | |
| 0.6127115148769576, | |
| 0.6094253120469827, | |
| 0.6021545933222943, | |
| 0.5888372734248029, | |
| 0.5756099473638997, | |
| 0.5378922661634004, | |
| 0.5371971092894994, | |
| 0.5331454583447962, | |
| 0.5298786083124495, | |
| 0.5036494557088725, | |
| 0.502554058078154, | |
| 0.5008717584474308, | |
| 0.4972188360668201, | |
| 0.47817716314138425, | |
| 0.47683365016713775, | |
| 0.4559655174293564, | |
| 0.452736860278978, | |
| 0.4526278135720601, | |
| 0.4352326628673603, | |
| 0.4338264922673385, | |
| 0.3978695853211769, | |
| 0.37100976713493916, | |
| 0.35725117073373175, | |
| 0.3561007311249965, | |
| 0.31839667899092167, | |
| 0.29264808915550083, | |
| 0.2892447380655318, | |
| 0.2862030958281157, | |
| 0.27803347144756024, | |
| 0.27590778997698323, | |
| 0.2656705590881727, | |
| 0.24329355925373314, | |
| 0.236984863162215, | |
| 0.23374671569659797, | |
| 0.22153616611520163, | |
| 0.21554637447182598, | |
| 0.21347797735631444, | |
| 0.20787555128495705, | |
| 0.2057250062211422, | |
| 0.1774520995994583, | |
| 0.17236066567776753, | |
| 0.16763604540031152, | |
| 0.1634703566433984, | |
| 0.1625127421530755, | |
| 0.1579965658655472, | |
| 0.15597684088834546, | |
| 0.13119645198261143, | |
| 0.1270102322362783, | |
| 0.12450361635699639, | |
| 0.12123169400898841, | |
| 0.09024832813747863, | |
| 0.0812051988774856, | |
| 0.053624924799965265, | |
| 0.05325353538262937, | |
| 0.03182665329619899, | |
| 0.021802221836314903, | |
| 0.018165221488354755, | |
| 0.011078572441054126, | |
| 0.008485564398348671, | |
| 0.0020498880570492717, | |
| 0.0010333079643151688, | |
| 2.479779892570342e-05 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 51.42857142857142, | |
| "precision": 35.162393162393165, | |
| "recall": 46.54723707664884, | |
| "f1": 38.745194695352346 | |
| }, | |
| "selection": { | |
| "precision": 0.33645094469901454, | |
| "recall": 30.0, | |
| "f1": 0.6654389195825658, | |
| "jaccard": 0.3345747982619491 | |
| } | |
| } | |
| } |