| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "MAP2K1", | |
| "NRBF2", | |
| "FIS1", | |
| "ECI2", | |
| "NINJ1", | |
| "WBP1", | |
| "SZRD1", | |
| "EPRS1", | |
| "ITGB7", | |
| "GSDMB", | |
| "TRAPPC11", | |
| "DDX39A", | |
| "MEF2D", | |
| "NDUFA8", | |
| "ARHGAP45", | |
| "SDHAP2", | |
| "COQ10A", | |
| "YWHAG", | |
| "EIF4E3", | |
| "AHSA2P", | |
| "VPS8", | |
| "WHR1", | |
| "BSCL2", | |
| "APBA3", | |
| "RSL1D1", | |
| "CEACAM1", | |
| "MAP3K11", | |
| "PGLS", | |
| "TRIM56", | |
| "RILPL2", | |
| "CD8A", | |
| "PXN", | |
| "RPL22", | |
| "LMO2", | |
| "SNN", | |
| "XKR8", | |
| "LEPROT", | |
| "PI3", | |
| "NCOA6", | |
| "MME", | |
| "NME2", | |
| "MOB3C", | |
| "CAMP", | |
| "SIAH1", | |
| "TXNDC5", | |
| "CCR1", | |
| "NOP58", | |
| "VWCE", | |
| "CHKB", | |
| "ZFP36L1", | |
| "SNRPB2", | |
| "STAG3L3", | |
| "DENND10", | |
| "EML4", | |
| "STAG2", | |
| "ICA1", | |
| "FRMD8", | |
| "CFD", | |
| "CAVIN2", | |
| "RASSF1", | |
| "PNPLA6", | |
| "AKAP13", | |
| "GSTM1", | |
| "KPNA1", | |
| "ATP5F1C", | |
| "FCRL3", | |
| "DHRS1", | |
| "DEGS1", | |
| "DENND2D", | |
| "GSTM2", | |
| "TBC1D2B", | |
| "DENND6B", | |
| "SCFD1", | |
| "ZNF577", | |
| "RPS26P11", | |
| "PRICKLE4", | |
| "ERH", | |
| "RNASE2", | |
| "OSBP", | |
| "CXCR4", | |
| "NRROS", | |
| "SULF2", | |
| "RNF20", | |
| "CPSF3", | |
| "LILRA3", | |
| "NIPA2", | |
| "MYO9B", | |
| "TFG", | |
| "RFXANK", | |
| "ITPKB", | |
| "PHB2", | |
| "PAM", | |
| "HAVCR2", | |
| "CHST7", | |
| "NELL2", | |
| "GMPR", | |
| "NUDT1", | |
| "DNAJA2", | |
| "S100P", | |
| "GFOD1", | |
| "H2BC21", | |
| "ITPR3", | |
| "LILRB2", | |
| "SS18", | |
| "RPS26", | |
| "FPR1", | |
| "LSM7", | |
| "CCDC6", | |
| "PPP3R1", | |
| "ACAA1", | |
| "TRIM22", | |
| "ANAPC13", | |
| "ZNF483", | |
| "TMEM181", | |
| "SLC31A2", | |
| "COPS5", | |
| "TMA7", | |
| "HLA-G", | |
| "CRISPLD2", | |
| "SNRNP40", | |
| "RPS4Y1", | |
| "SHMT2", | |
| "FAM217B", | |
| "COLGALT1", | |
| "PECAM1", | |
| "IL18RAP", | |
| "DEFA1", | |
| "HBG2", | |
| "CISD1", | |
| "HERC5", | |
| "PPFIA1", | |
| "CD3E", | |
| "CYP27A1", | |
| "RPL23AP7", | |
| "VTI1B", | |
| "IRF8", | |
| "HLA-C", | |
| "INTS4", | |
| "IGBP1", | |
| "LPP", | |
| "IFITM3", | |
| "CTSZ", | |
| "C1QBP", | |
| "UNC45A", | |
| "ERICH1", | |
| "PPP1CB", | |
| "BHLHE40", | |
| "PLIN2", | |
| "RPL9", | |
| "OAZ2", | |
| "UBE2J1", | |
| "PRAM1", | |
| "NSMAF", | |
| "RHBDL2", | |
| "CLEC12A", | |
| "MT1A", | |
| "GZMH", | |
| "DAP3", | |
| "UPK3BL1", | |
| "IL1RN", | |
| "LHPP", | |
| "CSNK2A1", | |
| "WLS", | |
| "RAD21", | |
| "CIAO2A", | |
| "FN3KRP", | |
| "HDAC2", | |
| "MIS12", | |
| "PDZK1IP1", | |
| "NAAA", | |
| "RNA5S9", | |
| "MBTD1", | |
| "WRAP73", | |
| "ST13P4", | |
| "PAG1", | |
| "TSSC4", | |
| "CD99", | |
| "POLR2C", | |
| "VASP", | |
| "GPR162", | |
| "PI4KAP2", | |
| "UQCRHL", | |
| "E2F2", | |
| "HARS2", | |
| "EPSTI1", | |
| "DUSP18", | |
| "KLRG1", | |
| "CD36", | |
| "GAS7", | |
| "SPI1", | |
| "S100A12", | |
| "LACTB", | |
| "MAP7D1", | |
| "FOLR3", | |
| "GZMK", | |
| "TNFAIP6", | |
| "THAP11", | |
| "LPAR5", | |
| "H2AC18", | |
| "CX3CR1" | |
| ], | |
| "Coefficient": [ | |
| 11.053724056653797, | |
| -8.935094566546534, | |
| -7.4663381344734, | |
| 6.905798089176339, | |
| 6.693407161749013, | |
| 6.084217485483099, | |
| -5.350394607080905, | |
| 5.3260813651157335, | |
| 5.243057722341757, | |
| 5.077887531457055, | |
| 4.688303343171722, | |
| -4.670821455565705, | |
| -4.495126480744198, | |
| -4.483266179805225, | |
| -4.451403836669873, | |
| -4.401150533351805, | |
| -4.30185402588031, | |
| 4.154020029802393, | |
| 4.095169110196234, | |
| -3.9415031979296518, | |
| 3.940766749362345, | |
| -3.9303927897028204, | |
| -3.9099226270069023, | |
| -3.886553194267149, | |
| -3.7651524717763345, | |
| -3.756181518416787, | |
| 3.6513280776563044, | |
| 3.5403413602062273, | |
| 3.4972051838570994, | |
| 3.471130393256111, | |
| 3.4296038830683475, | |
| 3.314020203252199, | |
| 3.2879201306411905, | |
| 3.235304985018784, | |
| 3.216950267128659, | |
| -3.2133506118114665, | |
| 3.180425231304896, | |
| -3.1287534881434746, | |
| 3.1164055295284876, | |
| 2.93736085572718, | |
| -2.8837013222085814, | |
| 2.855652168543816, | |
| 2.8487553265115033, | |
| 2.8151001173751946, | |
| -2.8077976989969016, | |
| 2.7813701227100287, | |
| -2.7739721074604526, | |
| 2.7603610300115444, | |
| -2.6997207253201676, | |
| -2.5737244582122343, | |
| -2.5143319461467892, | |
| -2.479122162607323, | |
| -2.4517474615879444, | |
| 2.44885813282456, | |
| 2.441035469054778, | |
| 2.4379709418051094, | |
| 2.2626047713150474, | |
| -2.2329099891309667, | |
| 2.209801232233841, | |
| -2.1626918668521617, | |
| -2.0950977081395172, | |
| -2.046438828163332, | |
| -2.0347327787926877, | |
| -1.9997585746878839, | |
| -1.9622006780186496, | |
| -1.9529414579222621, | |
| 1.937290294073477, | |
| 1.9145443029881926, | |
| 1.8344175014746629, | |
| -1.7619460507297557, | |
| 1.7258118589894236, | |
| -1.6528771608047137, | |
| -1.6322414718187954, | |
| -1.610912926699778, | |
| 1.6049035946538683, | |
| 1.60405493990915, | |
| 1.5829593104705049, | |
| 1.574557530884371, | |
| 1.549941424113738, | |
| 1.4923923391065455, | |
| -1.4867840626783155, | |
| 1.4691873604089656, | |
| -1.4362779494785771, | |
| 1.4308769920770155, | |
| -1.4134035721876028, | |
| -1.4004861818070222, | |
| -1.3484633914837365, | |
| -1.3335940640689292, | |
| 1.3265638374919138, | |
| 1.2681298289606806, | |
| 1.265100026419366, | |
| -1.2521356070390792, | |
| -1.2489226465254168, | |
| 1.2401568993194123, | |
| 1.2259020488601435, | |
| -1.2083413134720804, | |
| 1.1931453238864451, | |
| -1.187095050349727, | |
| -1.178381757642568, | |
| -1.133956515719274, | |
| 1.0895369724573574, | |
| -1.055958505523848, | |
| -0.9950326056485629, | |
| -0.9924267416682544, | |
| 0.9896900317127364, | |
| -0.9878823728912972, | |
| 0.9722278839099987, | |
| -0.9660942471205437, | |
| 0.9642228855744611, | |
| 0.9637110887281501, | |
| -0.9514078052419817, | |
| 0.9352665132106521, | |
| -0.9182410448351006, | |
| -0.9146933070760219, | |
| 0.9120798503050153, | |
| 0.8803643082021769, | |
| 0.8766118562710433, | |
| -0.8568911024476109, | |
| 0.8458333740181938, | |
| 0.8436086933597028, | |
| -0.8413446465216896, | |
| -0.8380499546941454, | |
| 0.8177954625096056, | |
| -0.7834324613242589, | |
| 0.7636943865899238, | |
| -0.7614791603353412, | |
| -0.7606199143197331, | |
| 0.7329056131579069, | |
| 0.7293220719206122, | |
| 0.724195473986942, | |
| 0.7202844297945573, | |
| -0.7088586388371756, | |
| 0.6853955714587969, | |
| -0.6749800642542192, | |
| -0.6723199466859969, | |
| 0.6423911695411433, | |
| 0.630918963459456, | |
| 0.6289973534393312, | |
| 0.626148463270226, | |
| -0.6043824653023416, | |
| -0.6001066310647312, | |
| 0.5859910209940475, | |
| -0.5742820567367234, | |
| -0.5599135725050994, | |
| 0.5443848265981336, | |
| -0.5414769250593601, | |
| -0.5297963651203681, | |
| 0.5264145959415982, | |
| 0.5135104980918651, | |
| 0.490542467628873, | |
| 0.476811414996036, | |
| 0.45960007397819047, | |
| -0.45656797146310113, | |
| 0.4543838045006287, | |
| -0.4513182746725694, | |
| -0.4426869858046549, | |
| 0.4275243496525487, | |
| 0.4160592523802709, | |
| 0.3938614778746056, | |
| -0.3935952326267994, | |
| 0.38657036214160134, | |
| -0.3726445209790163, | |
| 0.3679247436738057, | |
| 0.36217425281478705, | |
| 0.35489971814845167, | |
| -0.3469641186122836, | |
| -0.34136505799635297, | |
| 0.33603269493359655, | |
| -0.33234114595552294, | |
| 0.3277057379119886, | |
| 0.31906297747832146, | |
| -0.30607048805832276, | |
| 0.3033417749314512, | |
| -0.2955428156716268, | |
| -0.2875225874178648, | |
| 0.2533153856182957, | |
| 0.25321050331282685, | |
| -0.24747688464482362, | |
| -0.2449361616994451, | |
| 0.2436327109686408, | |
| 0.23661214817713797, | |
| 0.20779240247999287, | |
| 0.19996801798916122, | |
| 0.19583047692014596, | |
| 0.1848886213948128, | |
| 0.17368673518189398, | |
| 0.1629515036358493, | |
| -0.14332863369592863, | |
| -0.1148712752332091, | |
| -0.07327158372948189, | |
| 0.060496494371451555, | |
| 0.05842217911710134, | |
| 0.0556763106816988, | |
| -0.04942301351026406, | |
| 0.03770775580679214, | |
| 0.03510684657831275, | |
| -0.03150322110840911, | |
| -0.030150851041748302, | |
| 0.008247553356442821, | |
| -0.0019795589447491975 | |
| ], | |
| "Absolute Coefficient": [ | |
| 11.053724056653797, | |
| 8.935094566546534, | |
| 7.4663381344734, | |
| 6.905798089176339, | |
| 6.693407161749013, | |
| 6.084217485483099, | |
| 5.350394607080905, | |
| 5.3260813651157335, | |
| 5.243057722341757, | |
| 5.077887531457055, | |
| 4.688303343171722, | |
| 4.670821455565705, | |
| 4.495126480744198, | |
| 4.483266179805225, | |
| 4.451403836669873, | |
| 4.401150533351805, | |
| 4.30185402588031, | |
| 4.154020029802393, | |
| 4.095169110196234, | |
| 3.9415031979296518, | |
| 3.940766749362345, | |
| 3.9303927897028204, | |
| 3.9099226270069023, | |
| 3.886553194267149, | |
| 3.7651524717763345, | |
| 3.756181518416787, | |
| 3.6513280776563044, | |
| 3.5403413602062273, | |
| 3.4972051838570994, | |
| 3.471130393256111, | |
| 3.4296038830683475, | |
| 3.314020203252199, | |
| 3.2879201306411905, | |
| 3.235304985018784, | |
| 3.216950267128659, | |
| 3.2133506118114665, | |
| 3.180425231304896, | |
| 3.1287534881434746, | |
| 3.1164055295284876, | |
| 2.93736085572718, | |
| 2.8837013222085814, | |
| 2.855652168543816, | |
| 2.8487553265115033, | |
| 2.8151001173751946, | |
| 2.8077976989969016, | |
| 2.7813701227100287, | |
| 2.7739721074604526, | |
| 2.7603610300115444, | |
| 2.6997207253201676, | |
| 2.5737244582122343, | |
| 2.5143319461467892, | |
| 2.479122162607323, | |
| 2.4517474615879444, | |
| 2.44885813282456, | |
| 2.441035469054778, | |
| 2.4379709418051094, | |
| 2.2626047713150474, | |
| 2.2329099891309667, | |
| 2.209801232233841, | |
| 2.1626918668521617, | |
| 2.0950977081395172, | |
| 2.046438828163332, | |
| 2.0347327787926877, | |
| 1.9997585746878839, | |
| 1.9622006780186496, | |
| 1.9529414579222621, | |
| 1.937290294073477, | |
| 1.9145443029881926, | |
| 1.8344175014746629, | |
| 1.7619460507297557, | |
| 1.7258118589894236, | |
| 1.6528771608047137, | |
| 1.6322414718187954, | |
| 1.610912926699778, | |
| 1.6049035946538683, | |
| 1.60405493990915, | |
| 1.5829593104705049, | |
| 1.574557530884371, | |
| 1.549941424113738, | |
| 1.4923923391065455, | |
| 1.4867840626783155, | |
| 1.4691873604089656, | |
| 1.4362779494785771, | |
| 1.4308769920770155, | |
| 1.4134035721876028, | |
| 1.4004861818070222, | |
| 1.3484633914837365, | |
| 1.3335940640689292, | |
| 1.3265638374919138, | |
| 1.2681298289606806, | |
| 1.265100026419366, | |
| 1.2521356070390792, | |
| 1.2489226465254168, | |
| 1.2401568993194123, | |
| 1.2259020488601435, | |
| 1.2083413134720804, | |
| 1.1931453238864451, | |
| 1.187095050349727, | |
| 1.178381757642568, | |
| 1.133956515719274, | |
| 1.0895369724573574, | |
| 1.055958505523848, | |
| 0.9950326056485629, | |
| 0.9924267416682544, | |
| 0.9896900317127364, | |
| 0.9878823728912972, | |
| 0.9722278839099987, | |
| 0.9660942471205437, | |
| 0.9642228855744611, | |
| 0.9637110887281501, | |
| 0.9514078052419817, | |
| 0.9352665132106521, | |
| 0.9182410448351006, | |
| 0.9146933070760219, | |
| 0.9120798503050153, | |
| 0.8803643082021769, | |
| 0.8766118562710433, | |
| 0.8568911024476109, | |
| 0.8458333740181938, | |
| 0.8436086933597028, | |
| 0.8413446465216896, | |
| 0.8380499546941454, | |
| 0.8177954625096056, | |
| 0.7834324613242589, | |
| 0.7636943865899238, | |
| 0.7614791603353412, | |
| 0.7606199143197331, | |
| 0.7329056131579069, | |
| 0.7293220719206122, | |
| 0.724195473986942, | |
| 0.7202844297945573, | |
| 0.7088586388371756, | |
| 0.6853955714587969, | |
| 0.6749800642542192, | |
| 0.6723199466859969, | |
| 0.6423911695411433, | |
| 0.630918963459456, | |
| 0.6289973534393312, | |
| 0.626148463270226, | |
| 0.6043824653023416, | |
| 0.6001066310647312, | |
| 0.5859910209940475, | |
| 0.5742820567367234, | |
| 0.5599135725050994, | |
| 0.5443848265981336, | |
| 0.5414769250593601, | |
| 0.5297963651203681, | |
| 0.5264145959415982, | |
| 0.5135104980918651, | |
| 0.490542467628873, | |
| 0.476811414996036, | |
| 0.45960007397819047, | |
| 0.45656797146310113, | |
| 0.4543838045006287, | |
| 0.4513182746725694, | |
| 0.4426869858046549, | |
| 0.4275243496525487, | |
| 0.4160592523802709, | |
| 0.3938614778746056, | |
| 0.3935952326267994, | |
| 0.38657036214160134, | |
| 0.3726445209790163, | |
| 0.3679247436738057, | |
| 0.36217425281478705, | |
| 0.35489971814845167, | |
| 0.3469641186122836, | |
| 0.34136505799635297, | |
| 0.33603269493359655, | |
| 0.33234114595552294, | |
| 0.3277057379119886, | |
| 0.31906297747832146, | |
| 0.30607048805832276, | |
| 0.3033417749314512, | |
| 0.2955428156716268, | |
| 0.2875225874178648, | |
| 0.2533153856182957, | |
| 0.25321050331282685, | |
| 0.24747688464482362, | |
| 0.2449361616994451, | |
| 0.2436327109686408, | |
| 0.23661214817713797, | |
| 0.20779240247999287, | |
| 0.19996801798916122, | |
| 0.19583047692014596, | |
| 0.1848886213948128, | |
| 0.17368673518189398, | |
| 0.1629515036358493, | |
| 0.14332863369592863, | |
| 0.1148712752332091, | |
| 0.07327158372948189, | |
| 0.060496494371451555, | |
| 0.05842217911710134, | |
| 0.0556763106816988, | |
| 0.04942301351026406, | |
| 0.03770775580679214, | |
| 0.03510684657831275, | |
| 0.03150322110840911, | |
| 0.030150851041748302, | |
| 0.008247553356442821, | |
| 0.0019795589447491975 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 44.761904761904766, | |
| "precision": 32.49184149184149, | |
| "recall": 62.547237076648834, | |
| "f1": 41.79562551336712 | |
| }, | |
| "selection": { | |
| "precision": 0.33771345140608144, | |
| "recall": 30.0, | |
| "f1": 0.6679081315952823, | |
| "jaccard": 0.3358232377126358 | |
| } | |
| } | |
| } |