| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "MAP2K1", | |
| "NRBF2", | |
| "FIS1", | |
| "NINJ1", | |
| "ECI2", | |
| "WBP1", | |
| "EPRS1", | |
| "SZRD1", | |
| "ITGB7", | |
| "GSDMB", | |
| "DDX39A", | |
| "TRAPPC11", | |
| "SDHAP2", | |
| "MEF2D", | |
| "NDUFA8", | |
| "EIF4E3", | |
| "APBA3", | |
| "ARHGAP45", | |
| "WHR1", | |
| "YWHAG", | |
| "MAP3K11", | |
| "AHSA2P", | |
| "COQ10A", | |
| "BSCL2", | |
| "CEACAM1", | |
| "VPS8", | |
| "RSL1D1", | |
| "RILPL2", | |
| "XKR8", | |
| "TRIM56", | |
| "LMO2", | |
| "PGLS", | |
| "MME", | |
| "SNN", | |
| "NCOA6", | |
| "PI3", | |
| "CD8A", | |
| "LEPROT", | |
| "CHKB", | |
| "PXN", | |
| "NOP58", | |
| "NME2", | |
| "CCR1", | |
| "MOB3C", | |
| "CAMP", | |
| "TXNDC5", | |
| "RPL22", | |
| "SNRPB2", | |
| "VWCE", | |
| "EML4", | |
| "KPNA1", | |
| "STAG2", | |
| "DENND10", | |
| "ICA1", | |
| "PNPLA6", | |
| "SIAH1", | |
| "GSTM1", | |
| "STAG3L3", | |
| "ZFP36L1", | |
| "CFD", | |
| "CAVIN2", | |
| "FCRL3", | |
| "DEGS1", | |
| "RASSF1", | |
| "TBC1D2B", | |
| "FRMD8", | |
| "NIPA2", | |
| "ATP5F1C", | |
| "DHRS1", | |
| "AKAP13", | |
| "PRICKLE4", | |
| "DENND2D", | |
| "ZNF577", | |
| "LILRA3", | |
| "RPS26P11", | |
| "HAVCR2", | |
| "GSTM2", | |
| "SHMT2", | |
| "RNF20", | |
| "RNASE2", | |
| "CXCR4", | |
| "DENND6B", | |
| "NUDT1", | |
| "SCFD1", | |
| "ERH", | |
| "NELL2", | |
| "SULF2", | |
| "ITPKB", | |
| "SLC31A2", | |
| "PHB2", | |
| "LSM7", | |
| "TFG", | |
| "PAM", | |
| "NRROS", | |
| "RFXANK", | |
| "CPSF3", | |
| "MYO9B", | |
| "CHST7", | |
| "OSBP", | |
| "S100P", | |
| "ANAPC13", | |
| "ZNF483", | |
| "LILRB2", | |
| "RPS26", | |
| "DNAJA2", | |
| "SS18", | |
| "TMEM181", | |
| "CD3E", | |
| "GFOD1", | |
| "HLA-G", | |
| "FAM217B", | |
| "C1QBP", | |
| "PECAM1", | |
| "TMA7", | |
| "RPS4Y1", | |
| "GMPR", | |
| "IGBP1", | |
| "H2BC21", | |
| "DEFA1", | |
| "PPP3R1", | |
| "COPS5", | |
| "SNRNP40", | |
| "IL18RAP", | |
| "HLA-C", | |
| "CISD1", | |
| "ITPR3", | |
| "ACAA1", | |
| "HBG2", | |
| "PRAM1", | |
| "CYP27A1", | |
| "HERC5", | |
| "TRIM22", | |
| "INTS4", | |
| "IFITM3", | |
| "GZMH", | |
| "IL1RN", | |
| "OAZ2", | |
| "ST13P4", | |
| "VTI1B", | |
| "CIAO2A", | |
| "CRISPLD2", | |
| "RHBDL2", | |
| "CCDC6", | |
| "LHPP", | |
| "PPFIA1", | |
| "NSMAF", | |
| "MBTD1", | |
| "PLIN2", | |
| "SPI1", | |
| "PAG1", | |
| "ERICH1", | |
| "CLEC12A", | |
| "IRF8", | |
| "MT1A", | |
| "UNC45A", | |
| "CTSZ", | |
| "RAD21", | |
| "NAAA", | |
| "FN3KRP", | |
| "BHLHE40", | |
| "LPP", | |
| "DUSP18", | |
| "RPL23AP7", | |
| "WLS", | |
| "RPL9", | |
| "KLRG1", | |
| "HARS2", | |
| "THAP11", | |
| "PPP1CB", | |
| "POLR3GL", | |
| "UPK3BL1", | |
| "FPR1", | |
| "DAP3", | |
| "PDZK1IP1", | |
| "VASP", | |
| "RNA5S9", | |
| "MAP7D1", | |
| "PI4KAP2", | |
| "HDAC2", | |
| "GPR162", | |
| "H2AC18", | |
| "CD36", | |
| "COLGALT1", | |
| "UBE2J1", | |
| "UQCRHL", | |
| "EPSTI1", | |
| "UPP1", | |
| "MIS12", | |
| "PTMA", | |
| "E2F2", | |
| "UBE4A", | |
| "H2AJ", | |
| "POLR2C", | |
| "MTSS1", | |
| "RYBP", | |
| "RNASE6", | |
| "RIPOR1", | |
| "ZNF148", | |
| "LPAR5", | |
| "DERL1", | |
| "GAS7" | |
| ], | |
| "Coefficient": [ | |
| 10.856480170828279, | |
| -8.999042778687881, | |
| -7.979681448582897, | |
| 6.92777069441103, | |
| 6.706081797817735, | |
| 5.850271697045234, | |
| 5.561344140744746, | |
| -5.295736605933088, | |
| 5.19166345855507, | |
| 4.972164024985901, | |
| -4.8811784562995895, | |
| 4.842484233488039, | |
| -4.824952647866128, | |
| -4.724257597720495, | |
| -4.460664915205545, | |
| 4.287529534163293, | |
| -4.214073070692635, | |
| -4.210366555610131, | |
| -4.200389150158107, | |
| 4.122811916622806, | |
| 3.842687855556531, | |
| -3.813267726351306, | |
| -3.7526486894382276, | |
| -3.7356003250794187, | |
| -3.6563896950015122, | |
| 3.568613834750385, | |
| -3.5064619361621108, | |
| 3.442237545123919, | |
| -3.4238044749067713, | |
| 3.4162883370352857, | |
| 3.3835227834752413, | |
| 3.381584559840808, | |
| 3.3542072901744913, | |
| 3.3207499480731157, | |
| 3.262156674959621, | |
| -3.2257719019880975, | |
| 3.222463734916371, | |
| 3.1793515660818152, | |
| -3.079557338494679, | |
| 2.9762107773040216, | |
| -2.95391012492292, | |
| -2.9134669343903377, | |
| 2.91147476389063, | |
| 2.870136943153123, | |
| 2.8408218562745167, | |
| -2.812764181264607, | |
| 2.8064468948553167, | |
| -2.725387684875758, | |
| 2.647892001665911, | |
| 2.3990511185942616, | |
| -2.3848188736568194, | |
| 2.3699633331187595, | |
| -2.357493465870213, | |
| 2.3105177219489494, | |
| -2.304536308382353, | |
| 2.2965178210042154, | |
| -2.2264384202352994, | |
| -2.199862208826456, | |
| -2.189522075115001, | |
| -2.1584510068105383, | |
| 2.1308642788393115, | |
| -2.0944907105351818, | |
| 2.0638193169091332, | |
| -2.0183840786728897, | |
| 1.944743585432109, | |
| 1.9322278165220055, | |
| -1.9043285357859527, | |
| -1.8871430751354055, | |
| 1.8648540498576038, | |
| -1.85535802048148, | |
| 1.7144109538344359, | |
| 1.7028862125813635, | |
| -1.691033207900152, | |
| -1.6032562208202286, | |
| 1.5829457687249489, | |
| -1.5765363612548868, | |
| -1.5638660086936016, | |
| -1.5360856495283224, | |
| -1.5070598236747226, | |
| 1.4891308837137642, | |
| 1.4734430191820174, | |
| -1.4647068671829302, | |
| 1.4572119938050883, | |
| -1.4397999995032318, | |
| 1.423264398984542, | |
| 1.3991892836010684, | |
| 1.3986604559584737, | |
| 1.3877783292081618, | |
| 1.3807809607438921, | |
| 1.3345072167998975, | |
| 1.3308889435603362, | |
| -1.327543215136796, | |
| -1.2777730479745633, | |
| -1.2686186959925572, | |
| 1.255795027957003, | |
| 1.2415793633328331, | |
| -1.2385912401564636, | |
| 1.224371014613121, | |
| 1.2180356738559004, | |
| -1.1800704110486855, | |
| 1.1599934769596552, | |
| -1.0923435178854635, | |
| -1.0915217346178, | |
| 1.0574627188738313, | |
| -1.0460945271114985, | |
| -1.043134457727789, | |
| -1.0428989987797708, | |
| -1.0348806563566648, | |
| -1.0317022940260088, | |
| -0.9856620469461399, | |
| 0.9641779410848346, | |
| -0.9450675002885816, | |
| 0.923832249434304, | |
| 0.9014379265493254, | |
| -0.9003382692983865, | |
| -0.8913034975706293, | |
| 0.8907256779132003, | |
| 0.8790300920991844, | |
| -0.8788132632483254, | |
| 0.8674616717544982, | |
| 0.8431675587846146, | |
| 0.8334075531204852, | |
| -0.81385880018586, | |
| 0.8085550259962492, | |
| 0.7914830971938144, | |
| -0.7860784589235783, | |
| 0.7852212609467009, | |
| 0.7737488879595386, | |
| 0.7608840103580589, | |
| 0.7475557053715021, | |
| 0.7267444872356571, | |
| -0.7126651828935571, | |
| 0.6808301952789202, | |
| -0.6451765806808398, | |
| 0.6104761932423057, | |
| -0.6034805133779039, | |
| 0.5931400797019587, | |
| -0.592548361396028, | |
| -0.5832657536726228, | |
| 0.5781590866475829, | |
| 0.5757354211011319, | |
| 0.5688613133079438, | |
| -0.5261247346172945, | |
| 0.5233016450258344, | |
| 0.5118311059378053, | |
| -0.5060877783198292, | |
| -0.4942812091809261, | |
| 0.4888511348626724, | |
| -0.4851655143969237, | |
| -0.47847156696032433, | |
| 0.47811351346550235, | |
| -0.4693393450650868, | |
| 0.4499400532393341, | |
| -0.44544574887950994, | |
| -0.444391018978398, | |
| 0.42796939510465937, | |
| 0.4272425772569911, | |
| 0.4230950736894193, | |
| -0.420964547064795, | |
| -0.42033987765499864, | |
| -0.4010809456379602, | |
| 0.40016686118416234, | |
| -0.38991441384728176, | |
| 0.3836111781250555, | |
| 0.36190827144171384, | |
| 0.36099683565646246, | |
| 0.343351062611719, | |
| -0.3138051226497209, | |
| -0.30843986018014374, | |
| -0.2822507327597681, | |
| 0.2770288790906306, | |
| -0.2755028928842595, | |
| 0.24972455100911406, | |
| -0.23555206997557676, | |
| -0.23280596672566217, | |
| 0.22767853038155372, | |
| 0.22258532121605754, | |
| 0.20410350003606945, | |
| -0.1891947473962417, | |
| 0.17219769752538175, | |
| 0.1718673599640943, | |
| -0.13332380407280317, | |
| -0.12566813562063872, | |
| 0.12446407169005508, | |
| 0.12388047675586063, | |
| 0.1210112362850393, | |
| -0.09645488719517428, | |
| 0.0934731751516367, | |
| 0.07285456905493072, | |
| 0.05485093677608221, | |
| 0.042405457139056406, | |
| 0.04134692030600497, | |
| -0.03950536232235806, | |
| -0.03758236102591816, | |
| 0.03688966679329186, | |
| 0.033624783885516804, | |
| 0.030635551074489297, | |
| 0.02761039224681875, | |
| -0.021133182395440646, | |
| 0.018655176463379695, | |
| -0.006186543986081881 | |
| ], | |
| "Absolute Coefficient": [ | |
| 10.856480170828279, | |
| 8.999042778687881, | |
| 7.979681448582897, | |
| 6.92777069441103, | |
| 6.706081797817735, | |
| 5.850271697045234, | |
| 5.561344140744746, | |
| 5.295736605933088, | |
| 5.19166345855507, | |
| 4.972164024985901, | |
| 4.8811784562995895, | |
| 4.842484233488039, | |
| 4.824952647866128, | |
| 4.724257597720495, | |
| 4.460664915205545, | |
| 4.287529534163293, | |
| 4.214073070692635, | |
| 4.210366555610131, | |
| 4.200389150158107, | |
| 4.122811916622806, | |
| 3.842687855556531, | |
| 3.813267726351306, | |
| 3.7526486894382276, | |
| 3.7356003250794187, | |
| 3.6563896950015122, | |
| 3.568613834750385, | |
| 3.5064619361621108, | |
| 3.442237545123919, | |
| 3.4238044749067713, | |
| 3.4162883370352857, | |
| 3.3835227834752413, | |
| 3.381584559840808, | |
| 3.3542072901744913, | |
| 3.3207499480731157, | |
| 3.262156674959621, | |
| 3.2257719019880975, | |
| 3.222463734916371, | |
| 3.1793515660818152, | |
| 3.079557338494679, | |
| 2.9762107773040216, | |
| 2.95391012492292, | |
| 2.9134669343903377, | |
| 2.91147476389063, | |
| 2.870136943153123, | |
| 2.8408218562745167, | |
| 2.812764181264607, | |
| 2.8064468948553167, | |
| 2.725387684875758, | |
| 2.647892001665911, | |
| 2.3990511185942616, | |
| 2.3848188736568194, | |
| 2.3699633331187595, | |
| 2.357493465870213, | |
| 2.3105177219489494, | |
| 2.304536308382353, | |
| 2.2965178210042154, | |
| 2.2264384202352994, | |
| 2.199862208826456, | |
| 2.189522075115001, | |
| 2.1584510068105383, | |
| 2.1308642788393115, | |
| 2.0944907105351818, | |
| 2.0638193169091332, | |
| 2.0183840786728897, | |
| 1.944743585432109, | |
| 1.9322278165220055, | |
| 1.9043285357859527, | |
| 1.8871430751354055, | |
| 1.8648540498576038, | |
| 1.85535802048148, | |
| 1.7144109538344359, | |
| 1.7028862125813635, | |
| 1.691033207900152, | |
| 1.6032562208202286, | |
| 1.5829457687249489, | |
| 1.5765363612548868, | |
| 1.5638660086936016, | |
| 1.5360856495283224, | |
| 1.5070598236747226, | |
| 1.4891308837137642, | |
| 1.4734430191820174, | |
| 1.4647068671829302, | |
| 1.4572119938050883, | |
| 1.4397999995032318, | |
| 1.423264398984542, | |
| 1.3991892836010684, | |
| 1.3986604559584737, | |
| 1.3877783292081618, | |
| 1.3807809607438921, | |
| 1.3345072167998975, | |
| 1.3308889435603362, | |
| 1.327543215136796, | |
| 1.2777730479745633, | |
| 1.2686186959925572, | |
| 1.255795027957003, | |
| 1.2415793633328331, | |
| 1.2385912401564636, | |
| 1.224371014613121, | |
| 1.2180356738559004, | |
| 1.1800704110486855, | |
| 1.1599934769596552, | |
| 1.0923435178854635, | |
| 1.0915217346178, | |
| 1.0574627188738313, | |
| 1.0460945271114985, | |
| 1.043134457727789, | |
| 1.0428989987797708, | |
| 1.0348806563566648, | |
| 1.0317022940260088, | |
| 0.9856620469461399, | |
| 0.9641779410848346, | |
| 0.9450675002885816, | |
| 0.923832249434304, | |
| 0.9014379265493254, | |
| 0.9003382692983865, | |
| 0.8913034975706293, | |
| 0.8907256779132003, | |
| 0.8790300920991844, | |
| 0.8788132632483254, | |
| 0.8674616717544982, | |
| 0.8431675587846146, | |
| 0.8334075531204852, | |
| 0.81385880018586, | |
| 0.8085550259962492, | |
| 0.7914830971938144, | |
| 0.7860784589235783, | |
| 0.7852212609467009, | |
| 0.7737488879595386, | |
| 0.7608840103580589, | |
| 0.7475557053715021, | |
| 0.7267444872356571, | |
| 0.7126651828935571, | |
| 0.6808301952789202, | |
| 0.6451765806808398, | |
| 0.6104761932423057, | |
| 0.6034805133779039, | |
| 0.5931400797019587, | |
| 0.592548361396028, | |
| 0.5832657536726228, | |
| 0.5781590866475829, | |
| 0.5757354211011319, | |
| 0.5688613133079438, | |
| 0.5261247346172945, | |
| 0.5233016450258344, | |
| 0.5118311059378053, | |
| 0.5060877783198292, | |
| 0.4942812091809261, | |
| 0.4888511348626724, | |
| 0.4851655143969237, | |
| 0.47847156696032433, | |
| 0.47811351346550235, | |
| 0.4693393450650868, | |
| 0.4499400532393341, | |
| 0.44544574887950994, | |
| 0.444391018978398, | |
| 0.42796939510465937, | |
| 0.4272425772569911, | |
| 0.4230950736894193, | |
| 0.420964547064795, | |
| 0.42033987765499864, | |
| 0.4010809456379602, | |
| 0.40016686118416234, | |
| 0.38991441384728176, | |
| 0.3836111781250555, | |
| 0.36190827144171384, | |
| 0.36099683565646246, | |
| 0.343351062611719, | |
| 0.3138051226497209, | |
| 0.30843986018014374, | |
| 0.2822507327597681, | |
| 0.2770288790906306, | |
| 0.2755028928842595, | |
| 0.24972455100911406, | |
| 0.23555206997557676, | |
| 0.23280596672566217, | |
| 0.22767853038155372, | |
| 0.22258532121605754, | |
| 0.20410350003606945, | |
| 0.1891947473962417, | |
| 0.17219769752538175, | |
| 0.1718673599640943, | |
| 0.13332380407280317, | |
| 0.12566813562063872, | |
| 0.12446407169005508, | |
| 0.12388047675586063, | |
| 0.1210112362850393, | |
| 0.09645488719517428, | |
| 0.0934731751516367, | |
| 0.07285456905493072, | |
| 0.05485093677608221, | |
| 0.042405457139056406, | |
| 0.04134692030600497, | |
| 0.03950536232235806, | |
| 0.03758236102591816, | |
| 0.03688966679329186, | |
| 0.033624783885516804, | |
| 0.030635551074489297, | |
| 0.02761039224681875, | |
| 0.021133182395440646, | |
| 0.018655176463379695, | |
| 0.006186543986081881 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 42.857142857142854, | |
| "precision": 30.729929171731424, | |
| "recall": 59.81996434937612, | |
| "f1": 39.21083224684919 | |
| }, | |
| "selection": { | |
| "precision": 0.3429090157136149, | |
| "recall": 30.0, | |
| "f1": 0.678066378066378, | |
| "jaccard": 0.3409600865967654 | |
| } | |
| } | |
| } |