| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "NYAP1", | |
| "CENPC", | |
| "MAP3K7CL", | |
| "DHX32", | |
| "ELAVL1", | |
| "ZSWIM4", | |
| "INPP5B", | |
| "TMEM41A", | |
| "GLRX", | |
| "SUCLG1", | |
| "FN3KRP", | |
| "LAMC3", | |
| "GFRA2", | |
| "EIF1", | |
| "ARHGAP31", | |
| "SCGB3A1", | |
| "MYBBP1A", | |
| "CRACR2B", | |
| "MAP3K10", | |
| "PPP2R3A", | |
| "PDRG1", | |
| "CERS5", | |
| "ACTL10", | |
| "ZCCHC17", | |
| "RAB2B", | |
| "FMC1-LUC7L2", | |
| "CYSTM1", | |
| "ISL2", | |
| "NDUFAF7", | |
| "BPNT1", | |
| "SMARCAL1", | |
| "RNF141", | |
| "FAM117A", | |
| "SELENOO", | |
| "SAPCD2", | |
| "MED16", | |
| "TUSC2", | |
| "LGALSL", | |
| "ZNF701", | |
| "FER1L6-AS1", | |
| "TMEM164", | |
| "H2BC8", | |
| "CLPX", | |
| "SYMPK", | |
| "ACOT4", | |
| "CCDC186", | |
| "EMC1", | |
| "CD164", | |
| "ZNF615", | |
| "TLK2", | |
| "ENTPD4", | |
| "NUDT2", | |
| "MOGS", | |
| "CYBB", | |
| "FAM118A", | |
| "NOP10", | |
| "SPAG7", | |
| "MIR22HG", | |
| "TNFRSF11A", | |
| "BIN3", | |
| "ACAD8", | |
| "C20orf204", | |
| "MYBPH", | |
| "HLA-C", | |
| "ENTPD6", | |
| "CES3", | |
| "PI4K2A", | |
| "OLIG1", | |
| "GOLT1B", | |
| "POLR2D", | |
| "ATOSB", | |
| "LTBR", | |
| "ROGDI", | |
| "DEFB121", | |
| "UQCC2", | |
| "SLFN13", | |
| "ISY1", | |
| "UTP14A", | |
| "RASL10B", | |
| "MAGEB3", | |
| "PLK3", | |
| "TMEM121B", | |
| "PLB1", | |
| "OR52E6", | |
| "ZNRD2", | |
| "SLFN12", | |
| "LRRC18", | |
| "E2F2", | |
| "CTRL", | |
| "ATG2A", | |
| "DUSP14", | |
| "PROP1", | |
| "ANKS4B", | |
| "CFD", | |
| "DHX34", | |
| "NUTF2", | |
| "C2orf42", | |
| "COQ8B", | |
| "BAMBI", | |
| "MTMR10", | |
| "EIF1AY", | |
| "GABBR1", | |
| "LIMS2", | |
| "QTRT2", | |
| "LRP4", | |
| "NQO2", | |
| "EPHB4", | |
| "AQP10", | |
| "CHURC1", | |
| "SGPL1", | |
| "SLC39A6", | |
| "PID1", | |
| "ZNF213", | |
| "SLC5A8", | |
| "TYMS", | |
| "MYOF", | |
| "TMED4", | |
| "USP47", | |
| "MAK", | |
| "NAPSB", | |
| "JOSD1", | |
| "GBE1", | |
| "PRKAR2A", | |
| "UQCR10", | |
| "CCDC107", | |
| "SRD5A1", | |
| "ABHD1", | |
| "CRX", | |
| "CARM1", | |
| "MAN2A1", | |
| "HIBCH", | |
| "GPR68", | |
| "NDUFV3", | |
| "SMG7", | |
| "RNF138P1", | |
| "HIP1", | |
| "EEF1AKMT3", | |
| "RBBP6", | |
| "COLGALT2", | |
| "PCDHA5", | |
| "LMNTD1", | |
| "DPYSL4", | |
| "TUBB4B", | |
| "PEBP4", | |
| "PHF20", | |
| "RASA3", | |
| "ATP1A3", | |
| "PPIA", | |
| "TBCEL", | |
| "MPHOSPH10", | |
| "DHX35", | |
| "MRM2", | |
| "CCNF", | |
| "NDN", | |
| "KDM3A", | |
| "PTGDS", | |
| "AARS2", | |
| "PARD6A", | |
| "SEMA4F", | |
| "M1AP", | |
| "MAPRE3", | |
| "CTU1", | |
| "CAST", | |
| "RNASET2" | |
| ], | |
| "Coefficient": [ | |
| -0.07580362145789556, | |
| 0.0747962325707405, | |
| 0.06437858918460232, | |
| -0.0634564681402231, | |
| 0.06265905232823063, | |
| 0.06218840315437502, | |
| 0.053386683446269775, | |
| -0.0525426622723489, | |
| -0.04974905856310239, | |
| 0.04841244361219496, | |
| -0.04739001533200389, | |
| -0.04630069218507019, | |
| 0.04622798237526736, | |
| 0.04558172280033602, | |
| -0.04553602272596348, | |
| -0.04527161564300292, | |
| -0.04454095893772958, | |
| -0.04453807572727038, | |
| -0.043352906806839286, | |
| 0.042598977912687956, | |
| -0.04153721960919108, | |
| 0.040598166501168056, | |
| -0.040128489192742874, | |
| 0.04000905358161921, | |
| -0.038711140466699705, | |
| 0.03762397879340201, | |
| 0.03707233653578472, | |
| -0.03692598762522492, | |
| 0.03638151377825807, | |
| 0.03612209984260354, | |
| 0.03579776035744078, | |
| 0.03347866260555569, | |
| -0.03285785571565903, | |
| -0.032492264523510964, | |
| 0.032338272696478994, | |
| -0.031510255698244546, | |
| -0.03035093795205742, | |
| -0.029616653872947946, | |
| -0.028193226967376816, | |
| -0.028077007570266568, | |
| -0.027863065974938588, | |
| 0.027616119695153207, | |
| 0.02753501901959708, | |
| 0.027401161282461617, | |
| 0.027381065519811565, | |
| 0.02734080295310955, | |
| 0.026693360369244128, | |
| -0.02540941118406725, | |
| -0.025408989598016397, | |
| 0.025262117949842403, | |
| 0.02406031533212129, | |
| -0.02367134164383554, | |
| -0.023177032932083175, | |
| -0.0230188848272053, | |
| -0.02245976547100825, | |
| 0.02241895877080299, | |
| -0.02222312064429515, | |
| 0.021854051951106956, | |
| -0.021153950331070644, | |
| 0.02089342655216483, | |
| -0.020416023743836744, | |
| 0.019674398812584003, | |
| 0.01962972802755885, | |
| 0.019486273151877356, | |
| -0.019406297860985616, | |
| -0.0191895222396732, | |
| 0.01870090469599505, | |
| -0.018615618216477278, | |
| -0.01829354331350997, | |
| 0.017255080005935976, | |
| -0.01698183260332613, | |
| -0.016766466985565328, | |
| -0.01670132240107694, | |
| 0.016178356683615617, | |
| -0.01570819649286986, | |
| 0.0154601309898504, | |
| 0.015070530702085473, | |
| 0.014252453302361853, | |
| 0.01422380165173407, | |
| 0.013978675326287878, | |
| 0.013887825784418138, | |
| 0.013839905538837701, | |
| 0.013486143105966535, | |
| 0.01326364133383189, | |
| 0.013161778055251537, | |
| 0.013103662131513798, | |
| 0.013076335341289722, | |
| -0.012700750888753148, | |
| 0.0126390882308913, | |
| 0.012373645661366377, | |
| -0.012234892419150612, | |
| 0.012033964878554482, | |
| 0.011816398740923679, | |
| -0.011359410634136034, | |
| 0.011099980236579706, | |
| 0.01053649734777334, | |
| -0.010300786689484417, | |
| 0.009872415169180257, | |
| 0.009770327538612341, | |
| 0.009500266276715482, | |
| 0.009399468325200432, | |
| -0.008993967227982446, | |
| 0.008833272268824027, | |
| -0.008586927477327266, | |
| -0.008175532509619107, | |
| 0.00813850944729856, | |
| 0.008085779146548212, | |
| 0.008043687506803206, | |
| 0.008042064073668866, | |
| 0.006728483873970478, | |
| 0.006721225728924203, | |
| -0.006490685718399404, | |
| 0.006333292970446456, | |
| 0.006198643743761798, | |
| 0.006128779686454336, | |
| -0.006070072462814849, | |
| 0.005700950806126868, | |
| 0.005459057925341906, | |
| 0.005215572944956593, | |
| -0.0050469352017091474, | |
| 0.005007070699778966, | |
| -0.004918250096841642, | |
| 0.004861169358832312, | |
| 0.0048293636552190706, | |
| -0.004709045274530972, | |
| -0.004612831414117672, | |
| -0.004312454525019243, | |
| 0.004143102628541776, | |
| -0.004121111774085327, | |
| 0.004028779468837412, | |
| 0.0038327050692391756, | |
| -0.003673288428318684, | |
| -0.0033052559001944043, | |
| -0.0033020618041744243, | |
| 0.003109075938399228, | |
| -0.0030835473230217555, | |
| 0.0027485379456046602, | |
| 0.002564382521304052, | |
| -0.002549372426074737, | |
| 0.0025238949218335956, | |
| 0.0021142354766127717, | |
| 0.0021031049549967047, | |
| 0.0019631954588161396, | |
| 0.001943237171485553, | |
| -0.001815251309501656, | |
| -0.001388593204347391, | |
| 0.0013829610360833044, | |
| -0.0008086577046276894, | |
| -0.0007861341039864807, | |
| -0.000717899614457562, | |
| 0.0005922494252119243, | |
| -0.0004784805357615513, | |
| 0.000455904460794453, | |
| -0.00044877048324893417, | |
| -0.00039443166132275854, | |
| 0.00038131693800186046, | |
| -0.00036370261384181845, | |
| 0.00034039793573862833, | |
| 0.0003271340455738423, | |
| 0.0002791078863298024, | |
| 0.00026361424697528274, | |
| -0.00021902095314260098, | |
| -9.847134974659614e-06, | |
| -9.413266560637e-08 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.07580362145789556, | |
| 0.0747962325707405, | |
| 0.06437858918460232, | |
| 0.0634564681402231, | |
| 0.06265905232823063, | |
| 0.06218840315437502, | |
| 0.053386683446269775, | |
| 0.0525426622723489, | |
| 0.04974905856310239, | |
| 0.04841244361219496, | |
| 0.04739001533200389, | |
| 0.04630069218507019, | |
| 0.04622798237526736, | |
| 0.04558172280033602, | |
| 0.04553602272596348, | |
| 0.04527161564300292, | |
| 0.04454095893772958, | |
| 0.04453807572727038, | |
| 0.043352906806839286, | |
| 0.042598977912687956, | |
| 0.04153721960919108, | |
| 0.040598166501168056, | |
| 0.040128489192742874, | |
| 0.04000905358161921, | |
| 0.038711140466699705, | |
| 0.03762397879340201, | |
| 0.03707233653578472, | |
| 0.03692598762522492, | |
| 0.03638151377825807, | |
| 0.03612209984260354, | |
| 0.03579776035744078, | |
| 0.03347866260555569, | |
| 0.03285785571565903, | |
| 0.032492264523510964, | |
| 0.032338272696478994, | |
| 0.031510255698244546, | |
| 0.03035093795205742, | |
| 0.029616653872947946, | |
| 0.028193226967376816, | |
| 0.028077007570266568, | |
| 0.027863065974938588, | |
| 0.027616119695153207, | |
| 0.02753501901959708, | |
| 0.027401161282461617, | |
| 0.027381065519811565, | |
| 0.02734080295310955, | |
| 0.026693360369244128, | |
| 0.02540941118406725, | |
| 0.025408989598016397, | |
| 0.025262117949842403, | |
| 0.02406031533212129, | |
| 0.02367134164383554, | |
| 0.023177032932083175, | |
| 0.0230188848272053, | |
| 0.02245976547100825, | |
| 0.02241895877080299, | |
| 0.02222312064429515, | |
| 0.021854051951106956, | |
| 0.021153950331070644, | |
| 0.02089342655216483, | |
| 0.020416023743836744, | |
| 0.019674398812584003, | |
| 0.01962972802755885, | |
| 0.019486273151877356, | |
| 0.019406297860985616, | |
| 0.0191895222396732, | |
| 0.01870090469599505, | |
| 0.018615618216477278, | |
| 0.01829354331350997, | |
| 0.017255080005935976, | |
| 0.01698183260332613, | |
| 0.016766466985565328, | |
| 0.01670132240107694, | |
| 0.016178356683615617, | |
| 0.01570819649286986, | |
| 0.0154601309898504, | |
| 0.015070530702085473, | |
| 0.014252453302361853, | |
| 0.01422380165173407, | |
| 0.013978675326287878, | |
| 0.013887825784418138, | |
| 0.013839905538837701, | |
| 0.013486143105966535, | |
| 0.01326364133383189, | |
| 0.013161778055251537, | |
| 0.013103662131513798, | |
| 0.013076335341289722, | |
| 0.012700750888753148, | |
| 0.0126390882308913, | |
| 0.012373645661366377, | |
| 0.012234892419150612, | |
| 0.012033964878554482, | |
| 0.011816398740923679, | |
| 0.011359410634136034, | |
| 0.011099980236579706, | |
| 0.01053649734777334, | |
| 0.010300786689484417, | |
| 0.009872415169180257, | |
| 0.009770327538612341, | |
| 0.009500266276715482, | |
| 0.009399468325200432, | |
| 0.008993967227982446, | |
| 0.008833272268824027, | |
| 0.008586927477327266, | |
| 0.008175532509619107, | |
| 0.00813850944729856, | |
| 0.008085779146548212, | |
| 0.008043687506803206, | |
| 0.008042064073668866, | |
| 0.006728483873970478, | |
| 0.006721225728924203, | |
| 0.006490685718399404, | |
| 0.006333292970446456, | |
| 0.006198643743761798, | |
| 0.006128779686454336, | |
| 0.006070072462814849, | |
| 0.005700950806126868, | |
| 0.005459057925341906, | |
| 0.005215572944956593, | |
| 0.0050469352017091474, | |
| 0.005007070699778966, | |
| 0.004918250096841642, | |
| 0.004861169358832312, | |
| 0.0048293636552190706, | |
| 0.004709045274530972, | |
| 0.004612831414117672, | |
| 0.004312454525019243, | |
| 0.004143102628541776, | |
| 0.004121111774085327, | |
| 0.004028779468837412, | |
| 0.0038327050692391756, | |
| 0.003673288428318684, | |
| 0.0033052559001944043, | |
| 0.0033020618041744243, | |
| 0.003109075938399228, | |
| 0.0030835473230217555, | |
| 0.0027485379456046602, | |
| 0.002564382521304052, | |
| 0.002549372426074737, | |
| 0.0025238949218335956, | |
| 0.0021142354766127717, | |
| 0.0021031049549967047, | |
| 0.0019631954588161396, | |
| 0.001943237171485553, | |
| 0.001815251309501656, | |
| 0.001388593204347391, | |
| 0.0013829610360833044, | |
| 0.0008086577046276894, | |
| 0.0007861341039864807, | |
| 0.000717899614457562, | |
| 0.0005922494252119243, | |
| 0.0004784805357615513, | |
| 0.000455904460794453, | |
| 0.00044877048324893417, | |
| 0.00039443166132275854, | |
| 0.00038131693800186046, | |
| 0.00036370261384181845, | |
| 0.00034039793573862833, | |
| 0.0003271340455738423, | |
| 0.0002791078863298024, | |
| 0.00026361424697528274, | |
| 0.00021902095314260098, | |
| 9.847134974659614e-06, | |
| 9.413266560637e-08 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 65.0, | |
| "precision": 65.0, | |
| "recall": 100.0, | |
| "f1": 78.02418101992569 | |
| }, | |
| "selection": { | |
| "precision": 5.683839792115653, | |
| "recall": 0.9285714285714286, | |
| "f1": 1.5960962895048645, | |
| "jaccard": 0.8047521204292721 | |
| } | |
| } | |
| } |