| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "MAP2K1", | |
| "NRBF2", | |
| "FIS1", | |
| "ECI2", | |
| "NINJ1", | |
| "WBP1", | |
| "GSDMB", | |
| "DDX39A", | |
| "EPRS1", | |
| "SDHAP2", | |
| "NDUFA8", | |
| "SZRD1", | |
| "ITGB7", | |
| "MEF2D", | |
| "VPS8", | |
| "TRAPPC11", | |
| "APBA3", | |
| "ARHGAP45", | |
| "COQ10A", | |
| "YWHAG", | |
| "WHR1", | |
| "CD8A", | |
| "PGLS", | |
| "EIF4E3", | |
| "CEACAM1", | |
| "AHSA2P", | |
| "TRIM56", | |
| "MME", | |
| "RSL1D1", | |
| "PXN", | |
| "BSCL2", | |
| "MAP3K11", | |
| "LMO2", | |
| "RILPL2", | |
| "PI3", | |
| "LEPROT", | |
| "XKR8", | |
| "NCOA6", | |
| "NOP58", | |
| "SNN", | |
| "MOB3C", | |
| "NME2", | |
| "CCR1", | |
| "DENND10", | |
| "SNRPB2", | |
| "CHKB", | |
| "TXNDC5", | |
| "RPL22", | |
| "CAMP", | |
| "SIAH1", | |
| "STAG2", | |
| "VWCE", | |
| "AKAP13", | |
| "ICA1", | |
| "GSTM1", | |
| "ATP5F1C", | |
| "CFD", | |
| "EML4", | |
| "DENND2D", | |
| "FRMD8", | |
| "ZFP36L1", | |
| "DHRS1", | |
| "KPNA1", | |
| "PNPLA6", | |
| "RPS26P11", | |
| "PRICKLE4", | |
| "CAVIN2", | |
| "RASSF1", | |
| "DEGS1", | |
| "STAG3L3", | |
| "CHST7", | |
| "FCRL3", | |
| "PHB2", | |
| "SCFD1", | |
| "GSTM2", | |
| "HAVCR2", | |
| "RNASE2", | |
| "NIPA2", | |
| "RNF20", | |
| "MYO9B", | |
| "TBC1D2B", | |
| "ERH", | |
| "DENND6B", | |
| "SULF2", | |
| "NUDT1", | |
| "OSBP", | |
| "NRROS", | |
| "CPSF3", | |
| "CXCR4", | |
| "ANAPC13", | |
| "ZNF483", | |
| "ZNF577", | |
| "LILRA3", | |
| "PAM", | |
| "NELL2", | |
| "ITPKB", | |
| "TFG", | |
| "H2BC21", | |
| "COPS5", | |
| "ITPR3", | |
| "GMPR", | |
| "PRAM1", | |
| "S100P", | |
| "SHMT2", | |
| "IRF8", | |
| "RFXANK", | |
| "TMEM181", | |
| "GFOD1", | |
| "SNRNP40", | |
| "LHPP", | |
| "SPI1", | |
| "HLA-G", | |
| "PPP3R1", | |
| "FN3KRP", | |
| "RPS4Y1", | |
| "IGBP1", | |
| "SLC31A2", | |
| "LILRB2", | |
| "COLGALT1", | |
| "TMA7", | |
| "IL18RAP", | |
| "PPP1CB", | |
| "THAP11", | |
| "VTI1B", | |
| "HBG2", | |
| "RPL23AP7", | |
| "LPP", | |
| "CIAO2A", | |
| "SS18", | |
| "CRISPLD2", | |
| "LSM7", | |
| "RPS26", | |
| "CTSZ", | |
| "FAM217B", | |
| "MT1A", | |
| "UNC45A", | |
| "TRIM22", | |
| "PPFIA1", | |
| "ST13P4", | |
| "KLRG1", | |
| "DEFA1", | |
| "PECAM1", | |
| "HERC5", | |
| "HLA-C", | |
| "CISD1", | |
| "C1QBP", | |
| "TSSC4", | |
| "PI4KAP2", | |
| "RHBDL2", | |
| "MBTD1", | |
| "ACAA1", | |
| "UBE2J1", | |
| "GPR162", | |
| "RAD21", | |
| "INTS4", | |
| "CLEC12A", | |
| "IFITM3", | |
| "DNAJA2", | |
| "BHLHE40", | |
| "E2F2", | |
| "CCDC6", | |
| "RPL9", | |
| "IL1RN", | |
| "CYP27A1", | |
| "PAG1", | |
| "WRAP73", | |
| "OAZ2", | |
| "VASP", | |
| "ERICH1", | |
| "PDZK1IP1", | |
| "FPR1", | |
| "UPK3BL1", | |
| "RNA5S9", | |
| "HDAC2", | |
| "PLIN2", | |
| "S100A12", | |
| "WLS", | |
| "FAM107B", | |
| "EPSTI1", | |
| "ZNF148", | |
| "CLINT1", | |
| "CD3E", | |
| "NAAA", | |
| "MIS12", | |
| "CSNK2A1", | |
| "H2AC18", | |
| "H2AJ", | |
| "POLR2C", | |
| "SIGLEC10", | |
| "SLC39A3", | |
| "NSMAF", | |
| "GAS7", | |
| "GZMH", | |
| "INF2", | |
| "DERL1", | |
| "HARS2", | |
| "TNFAIP6", | |
| "POLR3GL", | |
| "GZMK", | |
| "HLA-DRB4" | |
| ], | |
| "Coefficient": [ | |
| 11.398169438017371, | |
| -8.861514914027023, | |
| -7.857110705771189, | |
| 6.894324375736104, | |
| 6.140469581913669, | |
| 5.804693684759516, | |
| 5.2644388564863895, | |
| -5.10680509381063, | |
| 5.0048971666769475, | |
| -4.912472192784038, | |
| -4.82993984543786, | |
| -4.76796956453402, | |
| 4.690287792514614, | |
| -4.596041774233169, | |
| 4.493318081816702, | |
| 4.300601927672287, | |
| -4.294942003335876, | |
| -4.249054308288475, | |
| -4.21754231135564, | |
| 4.1700350029572535, | |
| -4.105551699655078, | |
| 3.980505192367179, | |
| 3.96166891121386, | |
| 3.8925293936172647, | |
| -3.8389235020213444, | |
| -3.6174191124778825, | |
| 3.462600015889201, | |
| 3.392716497789111, | |
| -3.3876257520168678, | |
| 3.3383178961716777, | |
| -3.332451671789724, | |
| 3.2769445585227133, | |
| 3.269351643085155, | |
| 3.2661650942007943, | |
| -3.2596871777524488, | |
| 3.2297184539267425, | |
| -3.1429242986926305, | |
| 3.1202010381708205, | |
| -3.1093357505200463, | |
| 3.051075337885788, | |
| 2.967675752082768, | |
| -2.8878703853141814, | |
| 2.8784160249887463, | |
| -2.7934347541677234, | |
| -2.7760128950307434, | |
| -2.743926228920209, | |
| -2.731197954431013, | |
| 2.7025756848986533, | |
| 2.634450770357356, | |
| 2.5407971620351186, | |
| 2.4795939607211555, | |
| 2.4710183124842207, | |
| -2.4093643024044575, | |
| 2.3639970903973864, | |
| -2.232367145891722, | |
| -2.206141392312316, | |
| -2.2025684614954866, | |
| 2.178429600079804, | |
| 2.1677222052666303, | |
| 2.1668745371478697, | |
| -2.124106415148087, | |
| 2.106866867996986, | |
| -2.009446879051766, | |
| -1.9938758635812883, | |
| 1.980519515166788, | |
| 1.9559534130277532, | |
| 1.9425251061331088, | |
| -1.8669219980399796, | |
| 1.8511199403308316, | |
| -1.8476052678332693, | |
| 1.75190172967446, | |
| -1.7499983357209261, | |
| 1.734979012661595, | |
| -1.696434855019801, | |
| -1.6886125147172582, | |
| -1.6874700013584036, | |
| 1.684069253434757, | |
| -1.6244720267539015, | |
| -1.6170739018116858, | |
| -1.6107721190586228, | |
| 1.6071357070492813, | |
| 1.5987200154652201, | |
| -1.496316649912134, | |
| 1.4904947848614074, | |
| 1.478292562470333, | |
| 1.4709959907627568, | |
| -1.4675280678218325, | |
| 1.4272427095289217, | |
| 1.4193718564661186, | |
| 1.4189311537651141, | |
| -1.3457398306583905, | |
| -1.299068865612861, | |
| -1.2923846397514547, | |
| -1.2910938601634572, | |
| 1.2653079752717524, | |
| 1.2221380441759355, | |
| -1.2163288942660078, | |
| 1.2004042052866029, | |
| 1.1689530412231997, | |
| -1.1685773917395776, | |
| -1.1657075330491065, | |
| 1.0218400149525186, | |
| -0.9848213466025574, | |
| -0.9804279564199931, | |
| 0.9570061031693651, | |
| 0.9349529852679036, | |
| -0.9214766981439501, | |
| -0.9138663859450158, | |
| 0.9130854772463882, | |
| 0.9120493402685942, | |
| -0.911253291091038, | |
| -0.8943398318429878, | |
| 0.8807420850277308, | |
| -0.8193285021124922, | |
| -0.8115128790088323, | |
| 0.8099596406310617, | |
| 0.8040486659101811, | |
| -0.7907834637354986, | |
| -0.7860707304817844, | |
| 0.7815430495423128, | |
| -0.7717153127351117, | |
| -0.7577741610443528, | |
| -0.7306295563146731, | |
| -0.7105070681102142, | |
| 0.6990266818003006, | |
| -0.6977717115016698, | |
| -0.6631881880598949, | |
| 0.6592346094961467, | |
| -0.657746075429144, | |
| 0.653789128222562, | |
| 0.6471465214212402, | |
| 0.6443418971688827, | |
| 0.6441501355067216, | |
| 0.6366515079151887, | |
| -0.6260365073348472, | |
| -0.6254382674170944, | |
| -0.6025458434279969, | |
| 0.5969270884259203, | |
| -0.593065983996136, | |
| 0.588318134895382, | |
| -0.5792598050171468, | |
| 0.5655233425068614, | |
| 0.5646307221527939, | |
| 0.554194011072738, | |
| 0.549655900847697, | |
| -0.5336187079534179, | |
| 0.5296048530259839, | |
| 0.5273643797676021, | |
| 0.5205354218353743, | |
| -0.49484529338597616, | |
| 0.4844051158139078, | |
| 0.4720475100331029, | |
| 0.4682339079646314, | |
| 0.4589272601675778, | |
| 0.4529361209715627, | |
| -0.4508091937560728, | |
| -0.43955348914000114, | |
| -0.4382752405301591, | |
| -0.4333161982149192, | |
| 0.4317088620508795, | |
| -0.4155460943317819, | |
| 0.4013678034312162, | |
| -0.395721264047417, | |
| 0.3884678849676794, | |
| -0.3812312328069181, | |
| 0.36227696734401854, | |
| 0.35082563896684166, | |
| -0.345291055962836, | |
| 0.3360923929696654, | |
| -0.333140530712886, | |
| -0.3312119087638582, | |
| 0.29731541210849205, | |
| 0.2858567285481665, | |
| -0.28507512456099254, | |
| 0.28193372629794167, | |
| 0.2720404871130917, | |
| 0.26926694597739065, | |
| -0.2610861886205188, | |
| 0.256185819446998, | |
| 0.24218418387877472, | |
| 0.21545499403713936, | |
| -0.188504862657067, | |
| 0.18336108589033948, | |
| 0.17574901805129867, | |
| -0.16738164329818217, | |
| 0.16442155699686395, | |
| 0.15264608134390126, | |
| -0.133548601859677, | |
| -0.12483117773548673, | |
| 0.11986755597630912, | |
| -0.11713792983356587, | |
| -0.11380224136667205, | |
| 0.10652667950420036, | |
| -0.09184897199602704, | |
| 0.05508062525039207, | |
| 0.047671829773206546, | |
| 0.03197297341774411, | |
| -0.02533516222950913, | |
| 0.005935660480572262, | |
| 0.0005671983601772729 | |
| ], | |
| "Absolute Coefficient": [ | |
| 11.398169438017371, | |
| 8.861514914027023, | |
| 7.857110705771189, | |
| 6.894324375736104, | |
| 6.140469581913669, | |
| 5.804693684759516, | |
| 5.2644388564863895, | |
| 5.10680509381063, | |
| 5.0048971666769475, | |
| 4.912472192784038, | |
| 4.82993984543786, | |
| 4.76796956453402, | |
| 4.690287792514614, | |
| 4.596041774233169, | |
| 4.493318081816702, | |
| 4.300601927672287, | |
| 4.294942003335876, | |
| 4.249054308288475, | |
| 4.21754231135564, | |
| 4.1700350029572535, | |
| 4.105551699655078, | |
| 3.980505192367179, | |
| 3.96166891121386, | |
| 3.8925293936172647, | |
| 3.8389235020213444, | |
| 3.6174191124778825, | |
| 3.462600015889201, | |
| 3.392716497789111, | |
| 3.3876257520168678, | |
| 3.3383178961716777, | |
| 3.332451671789724, | |
| 3.2769445585227133, | |
| 3.269351643085155, | |
| 3.2661650942007943, | |
| 3.2596871777524488, | |
| 3.2297184539267425, | |
| 3.1429242986926305, | |
| 3.1202010381708205, | |
| 3.1093357505200463, | |
| 3.051075337885788, | |
| 2.967675752082768, | |
| 2.8878703853141814, | |
| 2.8784160249887463, | |
| 2.7934347541677234, | |
| 2.7760128950307434, | |
| 2.743926228920209, | |
| 2.731197954431013, | |
| 2.7025756848986533, | |
| 2.634450770357356, | |
| 2.5407971620351186, | |
| 2.4795939607211555, | |
| 2.4710183124842207, | |
| 2.4093643024044575, | |
| 2.3639970903973864, | |
| 2.232367145891722, | |
| 2.206141392312316, | |
| 2.2025684614954866, | |
| 2.178429600079804, | |
| 2.1677222052666303, | |
| 2.1668745371478697, | |
| 2.124106415148087, | |
| 2.106866867996986, | |
| 2.009446879051766, | |
| 1.9938758635812883, | |
| 1.980519515166788, | |
| 1.9559534130277532, | |
| 1.9425251061331088, | |
| 1.8669219980399796, | |
| 1.8511199403308316, | |
| 1.8476052678332693, | |
| 1.75190172967446, | |
| 1.7499983357209261, | |
| 1.734979012661595, | |
| 1.696434855019801, | |
| 1.6886125147172582, | |
| 1.6874700013584036, | |
| 1.684069253434757, | |
| 1.6244720267539015, | |
| 1.6170739018116858, | |
| 1.6107721190586228, | |
| 1.6071357070492813, | |
| 1.5987200154652201, | |
| 1.496316649912134, | |
| 1.4904947848614074, | |
| 1.478292562470333, | |
| 1.4709959907627568, | |
| 1.4675280678218325, | |
| 1.4272427095289217, | |
| 1.4193718564661186, | |
| 1.4189311537651141, | |
| 1.3457398306583905, | |
| 1.299068865612861, | |
| 1.2923846397514547, | |
| 1.2910938601634572, | |
| 1.2653079752717524, | |
| 1.2221380441759355, | |
| 1.2163288942660078, | |
| 1.2004042052866029, | |
| 1.1689530412231997, | |
| 1.1685773917395776, | |
| 1.1657075330491065, | |
| 1.0218400149525186, | |
| 0.9848213466025574, | |
| 0.9804279564199931, | |
| 0.9570061031693651, | |
| 0.9349529852679036, | |
| 0.9214766981439501, | |
| 0.9138663859450158, | |
| 0.9130854772463882, | |
| 0.9120493402685942, | |
| 0.911253291091038, | |
| 0.8943398318429878, | |
| 0.8807420850277308, | |
| 0.8193285021124922, | |
| 0.8115128790088323, | |
| 0.8099596406310617, | |
| 0.8040486659101811, | |
| 0.7907834637354986, | |
| 0.7860707304817844, | |
| 0.7815430495423128, | |
| 0.7717153127351117, | |
| 0.7577741610443528, | |
| 0.7306295563146731, | |
| 0.7105070681102142, | |
| 0.6990266818003006, | |
| 0.6977717115016698, | |
| 0.6631881880598949, | |
| 0.6592346094961467, | |
| 0.657746075429144, | |
| 0.653789128222562, | |
| 0.6471465214212402, | |
| 0.6443418971688827, | |
| 0.6441501355067216, | |
| 0.6366515079151887, | |
| 0.6260365073348472, | |
| 0.6254382674170944, | |
| 0.6025458434279969, | |
| 0.5969270884259203, | |
| 0.593065983996136, | |
| 0.588318134895382, | |
| 0.5792598050171468, | |
| 0.5655233425068614, | |
| 0.5646307221527939, | |
| 0.554194011072738, | |
| 0.549655900847697, | |
| 0.5336187079534179, | |
| 0.5296048530259839, | |
| 0.5273643797676021, | |
| 0.5205354218353743, | |
| 0.49484529338597616, | |
| 0.4844051158139078, | |
| 0.4720475100331029, | |
| 0.4682339079646314, | |
| 0.4589272601675778, | |
| 0.4529361209715627, | |
| 0.4508091937560728, | |
| 0.43955348914000114, | |
| 0.4382752405301591, | |
| 0.4333161982149192, | |
| 0.4317088620508795, | |
| 0.4155460943317819, | |
| 0.4013678034312162, | |
| 0.395721264047417, | |
| 0.3884678849676794, | |
| 0.3812312328069181, | |
| 0.36227696734401854, | |
| 0.35082563896684166, | |
| 0.345291055962836, | |
| 0.3360923929696654, | |
| 0.333140530712886, | |
| 0.3312119087638582, | |
| 0.29731541210849205, | |
| 0.2858567285481665, | |
| 0.28507512456099254, | |
| 0.28193372629794167, | |
| 0.2720404871130917, | |
| 0.26926694597739065, | |
| 0.2610861886205188, | |
| 0.256185819446998, | |
| 0.24218418387877472, | |
| 0.21545499403713936, | |
| 0.188504862657067, | |
| 0.18336108589033948, | |
| 0.17574901805129867, | |
| 0.16738164329818217, | |
| 0.16442155699686395, | |
| 0.15264608134390126, | |
| 0.133548601859677, | |
| 0.12483117773548673, | |
| 0.11986755597630912, | |
| 0.11713792983356587, | |
| 0.11380224136667205, | |
| 0.10652667950420036, | |
| 0.09184897199602704, | |
| 0.05508062525039207, | |
| 0.047671829773206546, | |
| 0.03197297341774411, | |
| 0.02533516222950913, | |
| 0.005935660480572262, | |
| 0.0005671983601772729 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 44.12698412698412, | |
| "precision": 32.46461244716933, | |
| "recall": 61.638146167557935, | |
| "f1": 41.190684654099286 | |
| }, | |
| "selection": { | |
| "precision": 0.22410546139359697, | |
| "recall": 20.0, | |
| "f1": 0.44324390693105775, | |
| "jaccard": 0.22285678813085852 | |
| } | |
| } | |
| } |