| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "DHX32", | |
| "CENPC", | |
| "NYAP1", | |
| "SUCLG1", | |
| "MAP3K7CL", | |
| "ZSWIM4", | |
| "LAMC3", | |
| "GLRX", | |
| "INPP5B", | |
| "NDUFAF7", | |
| "MAP3K10", | |
| "ACTL10", | |
| "ELAVL1", | |
| "FN3KRP", | |
| "OR52E6", | |
| "EIF1", | |
| "ISL2", | |
| "PDRG1", | |
| "ARHGAP31", | |
| "TMEM41A", | |
| "MOGS", | |
| "FAM117A", | |
| "MYBBP1A", | |
| "CLPX", | |
| "CCDC186", | |
| "EMC1", | |
| "SAPCD2", | |
| "SCGB3A1", | |
| "PPP2R3A", | |
| "CERS5", | |
| "FER1L6-AS1", | |
| "PI4K2A", | |
| "GFRA2", | |
| "CRACR2B", | |
| "C20orf204", | |
| "MED16", | |
| "MAN2A1", | |
| "SELENOO", | |
| "DHX34", | |
| "TMEM121B", | |
| "TNFRSF11A", | |
| "NQO2", | |
| "SYMPK", | |
| "RNF141", | |
| "BPNT1", | |
| "ZCCHC17", | |
| "ROGDI", | |
| "QTRT2", | |
| "SLFN12", | |
| "CYBB", | |
| "TUSC2", | |
| "SLFN13", | |
| "ACAD8", | |
| "UTP14A", | |
| "CYSTM1", | |
| "JOSD1", | |
| "PEBP4", | |
| "LRRC18", | |
| "RAB2B", | |
| "HIBCH", | |
| "E2F2", | |
| "PTGDS", | |
| "CES3", | |
| "PROP1", | |
| "PPIA", | |
| "NUTF2", | |
| "GOLT1B", | |
| "TLK2", | |
| "FMC1-LUC7L2", | |
| "PLK3", | |
| "NOP10", | |
| "M1AP", | |
| "COLGALT2", | |
| "BAMBI", | |
| "USP47", | |
| "GABBR1", | |
| "TMEM164", | |
| "NUDT2", | |
| "SMARCAL1", | |
| "ATOSB", | |
| "ATP1A3", | |
| "ACOT4", | |
| "TYMS", | |
| "ENTPD4", | |
| "GPR68", | |
| "ZNF701", | |
| "LTBR", | |
| "ZNF615", | |
| "LGALSL", | |
| "CTRL", | |
| "NDUFV3", | |
| "UQCC2", | |
| "ISY1", | |
| "SLC5A8", | |
| "EIF1AY", | |
| "COX20", | |
| "TOLLIP", | |
| "GP5", | |
| "SPAG7", | |
| "MAGEB3", | |
| "ARID1A", | |
| "GALNS", | |
| "TMED4", | |
| "POLR2D", | |
| "DHX35", | |
| "OLIG1", | |
| "LRRC58", | |
| "EGLN1", | |
| "LMNTD1", | |
| "MYBPH", | |
| "RASA3", | |
| "ENTPD6", | |
| "HLA-C", | |
| "NAPSB", | |
| "H2BC8", | |
| "MIR22HG", | |
| "PLK2", | |
| "MAPRE3", | |
| "FAM118A", | |
| "TBCEL", | |
| "COX14", | |
| "ERP27", | |
| "SLC25A13", | |
| "SMG7", | |
| "PARD6A", | |
| "NDUFA7", | |
| "FMO4", | |
| "CARM1", | |
| "C2orf42", | |
| "SEC16B", | |
| "PLCH2", | |
| "FNTB", | |
| "CROCC", | |
| "SPTA1", | |
| "PID1", | |
| "DUSP14", | |
| "CCDC107", | |
| "HECTD3", | |
| "SGPL1", | |
| "ATG2A", | |
| "RTL6", | |
| "ZNRD2", | |
| "EPHB4", | |
| "HIP1", | |
| "LDLR", | |
| "EEF1AKMT3", | |
| "CD164", | |
| "NFYB", | |
| "ETFDH", | |
| "AQP10", | |
| "LGALS2", | |
| "NDN", | |
| "SNHG5", | |
| "AARS2", | |
| "VAV2", | |
| "BIN3", | |
| "RHCG", | |
| "PUDP", | |
| "CALHM1", | |
| "SLC25A43", | |
| "ANKS4B", | |
| "MAP3K6", | |
| "CFD", | |
| "CC2D1B", | |
| "ATF1", | |
| "FUT7", | |
| "P2RX1", | |
| "SS18L1", | |
| "LSS", | |
| "RNASE3", | |
| "SELPLG", | |
| "TUBB4B", | |
| "ACTR5", | |
| "CTU1" | |
| ], | |
| "Coefficient": [ | |
| -0.08368258497200319, | |
| 0.07510272141119409, | |
| -0.07405631299056306, | |
| 0.06694663359113545, | |
| 0.06661171856417836, | |
| 0.06556094474694757, | |
| -0.06209506283042758, | |
| -0.06148926867043559, | |
| 0.05463461290920723, | |
| 0.05393399815398206, | |
| -0.053297836568884496, | |
| -0.052610909473074466, | |
| 0.05183994168669682, | |
| -0.04687514893015084, | |
| 0.046666186807785615, | |
| 0.04626289667570887, | |
| -0.04322591292578855, | |
| -0.04300830045430134, | |
| -0.042885210179097355, | |
| -0.042241417864762515, | |
| -0.03569509943214435, | |
| -0.03530089881261457, | |
| -0.03496217882691582, | |
| 0.0348486395628123, | |
| 0.03420602677488174, | |
| 0.034114632408287895, | |
| 0.03278445172196356, | |
| -0.03231305083101686, | |
| 0.03186422408985763, | |
| 0.03136842827840724, | |
| -0.03134333540499585, | |
| 0.031047096164303598, | |
| 0.03073515906019045, | |
| -0.030494514314500707, | |
| 0.030111586782193066, | |
| -0.02944422594917042, | |
| 0.02803058508167891, | |
| -0.02741368266926177, | |
| 0.02700442497164573, | |
| 0.02620075271059544, | |
| -0.025863257583614286, | |
| 0.025566904665085932, | |
| 0.025104947066635148, | |
| 0.024801440239469563, | |
| 0.02475536118900404, | |
| 0.023705886762598754, | |
| -0.023609513351689797, | |
| -0.023494968551273022, | |
| 0.023146781345367236, | |
| -0.022593014587294704, | |
| -0.022559607807272442, | |
| 0.021989510305871016, | |
| -0.02175902118597652, | |
| 0.02174355962294204, | |
| 0.02170059362481619, | |
| 0.021287406001508948, | |
| 0.021272001964983408, | |
| 0.02092788699612008, | |
| -0.02025712098363406, | |
| 0.020115342527702702, | |
| -0.019214323528731383, | |
| 0.019129038701699047, | |
| -0.01822921332974238, | |
| 0.01818161491459405, | |
| -0.01813071335452354, | |
| 0.018072206657311265, | |
| -0.017983253522794583, | |
| 0.0175369657956908, | |
| 0.017470914021481543, | |
| 0.01723767333549741, | |
| 0.01717288461175461, | |
| 0.016880362554198246, | |
| -0.01679211233456685, | |
| 0.016356404856008942, | |
| 0.016197232286842125, | |
| -0.015568086170476645, | |
| -0.015406854196021096, | |
| -0.01524358936809069, | |
| 0.014916258238892087, | |
| -0.014890039703628108, | |
| 0.014512784575600965, | |
| 0.014481226355508326, | |
| 0.013774547367033992, | |
| 0.013298308602958463, | |
| -0.013183004397456335, | |
| -0.012974502500730152, | |
| -0.01296626070464301, | |
| -0.012701371192054119, | |
| -0.011692334140765861, | |
| 0.011612319162605411, | |
| -0.011155493901716515, | |
| -0.01105678352783748, | |
| 0.010821253247678462, | |
| 0.010767194346653167, | |
| 0.010307586828463064, | |
| -0.010128081654814217, | |
| -0.01008085771942578, | |
| 0.01000175164311707, | |
| -0.009706303845498544, | |
| 0.009473155791581239, | |
| -0.009433701339057611, | |
| -0.009329829068106277, | |
| 0.00914565709556536, | |
| 0.0087905336367261, | |
| 0.008740279063550386, | |
| -0.008727999947980335, | |
| -0.008689336325649858, | |
| -0.008667563095484013, | |
| 0.00850489401290905, | |
| 0.008298821831508976, | |
| -0.007980215660636756, | |
| -0.00758760769377574, | |
| 0.007416765579888938, | |
| -0.00732043133863482, | |
| 0.007131476848098128, | |
| 0.007077119592942917, | |
| -0.0069058590478478215, | |
| 0.006357720607693016, | |
| -0.0063536010133505485, | |
| -0.0063426340722851585, | |
| -0.00624359742012903, | |
| 0.006227597291610985, | |
| -0.006002301872992928, | |
| -0.005999226492195991, | |
| 0.00596485484676027, | |
| 0.005826988905196613, | |
| 0.00563911712743301, | |
| -0.005620803334421945, | |
| -0.005443666833397443, | |
| -0.005349203502629916, | |
| 0.0053253075611080294, | |
| -0.0052282919177224435, | |
| -0.005196145041250883, | |
| 0.00507225934835091, | |
| -0.00494886431250794, | |
| -0.004828036592210379, | |
| -0.004758152816296333, | |
| 0.004691457132131351, | |
| 0.0038838002606420624, | |
| 0.003797054903922036, | |
| -0.003553119444442093, | |
| 0.0032680821141671287, | |
| 0.003238303423840035, | |
| -0.003218915646504265, | |
| -0.002963201054181251, | |
| 0.002617397337029004, | |
| -0.0025648258688071284, | |
| 0.0024622324074962776, | |
| -0.002461968709842389, | |
| 0.002429939588517093, | |
| 0.0023628975989908804, | |
| -0.0023423814677315897, | |
| -0.00231525750608891, | |
| -0.0021878707409888755, | |
| 0.001785066162960451, | |
| 0.0017398597299111507, | |
| -0.0016909920489954465, | |
| -0.0016129222365115817, | |
| 0.0013599213629262045, | |
| -0.001121711922947291, | |
| 0.0010578573864210741, | |
| 0.0010333630024718704, | |
| -0.0007728125307024994, | |
| 0.000558318256651424, | |
| 0.0005468668832474473, | |
| 0.00042169620933937266, | |
| 0.00040385623420173045, | |
| 0.00030745229505438755, | |
| 0.0002914989673252449, | |
| 0.000184170151882032, | |
| 0.00016966984933542418, | |
| 8.506368627978031e-05, | |
| 6.071878534347718e-05, | |
| -3.420568197429314e-05 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.08368258497200319, | |
| 0.07510272141119409, | |
| 0.07405631299056306, | |
| 0.06694663359113545, | |
| 0.06661171856417836, | |
| 0.06556094474694757, | |
| 0.06209506283042758, | |
| 0.06148926867043559, | |
| 0.05463461290920723, | |
| 0.05393399815398206, | |
| 0.053297836568884496, | |
| 0.052610909473074466, | |
| 0.05183994168669682, | |
| 0.04687514893015084, | |
| 0.046666186807785615, | |
| 0.04626289667570887, | |
| 0.04322591292578855, | |
| 0.04300830045430134, | |
| 0.042885210179097355, | |
| 0.042241417864762515, | |
| 0.03569509943214435, | |
| 0.03530089881261457, | |
| 0.03496217882691582, | |
| 0.0348486395628123, | |
| 0.03420602677488174, | |
| 0.034114632408287895, | |
| 0.03278445172196356, | |
| 0.03231305083101686, | |
| 0.03186422408985763, | |
| 0.03136842827840724, | |
| 0.03134333540499585, | |
| 0.031047096164303598, | |
| 0.03073515906019045, | |
| 0.030494514314500707, | |
| 0.030111586782193066, | |
| 0.02944422594917042, | |
| 0.02803058508167891, | |
| 0.02741368266926177, | |
| 0.02700442497164573, | |
| 0.02620075271059544, | |
| 0.025863257583614286, | |
| 0.025566904665085932, | |
| 0.025104947066635148, | |
| 0.024801440239469563, | |
| 0.02475536118900404, | |
| 0.023705886762598754, | |
| 0.023609513351689797, | |
| 0.023494968551273022, | |
| 0.023146781345367236, | |
| 0.022593014587294704, | |
| 0.022559607807272442, | |
| 0.021989510305871016, | |
| 0.02175902118597652, | |
| 0.02174355962294204, | |
| 0.02170059362481619, | |
| 0.021287406001508948, | |
| 0.021272001964983408, | |
| 0.02092788699612008, | |
| 0.02025712098363406, | |
| 0.020115342527702702, | |
| 0.019214323528731383, | |
| 0.019129038701699047, | |
| 0.01822921332974238, | |
| 0.01818161491459405, | |
| 0.01813071335452354, | |
| 0.018072206657311265, | |
| 0.017983253522794583, | |
| 0.0175369657956908, | |
| 0.017470914021481543, | |
| 0.01723767333549741, | |
| 0.01717288461175461, | |
| 0.016880362554198246, | |
| 0.01679211233456685, | |
| 0.016356404856008942, | |
| 0.016197232286842125, | |
| 0.015568086170476645, | |
| 0.015406854196021096, | |
| 0.01524358936809069, | |
| 0.014916258238892087, | |
| 0.014890039703628108, | |
| 0.014512784575600965, | |
| 0.014481226355508326, | |
| 0.013774547367033992, | |
| 0.013298308602958463, | |
| 0.013183004397456335, | |
| 0.012974502500730152, | |
| 0.01296626070464301, | |
| 0.012701371192054119, | |
| 0.011692334140765861, | |
| 0.011612319162605411, | |
| 0.011155493901716515, | |
| 0.01105678352783748, | |
| 0.010821253247678462, | |
| 0.010767194346653167, | |
| 0.010307586828463064, | |
| 0.010128081654814217, | |
| 0.01008085771942578, | |
| 0.01000175164311707, | |
| 0.009706303845498544, | |
| 0.009473155791581239, | |
| 0.009433701339057611, | |
| 0.009329829068106277, | |
| 0.00914565709556536, | |
| 0.0087905336367261, | |
| 0.008740279063550386, | |
| 0.008727999947980335, | |
| 0.008689336325649858, | |
| 0.008667563095484013, | |
| 0.00850489401290905, | |
| 0.008298821831508976, | |
| 0.007980215660636756, | |
| 0.00758760769377574, | |
| 0.007416765579888938, | |
| 0.00732043133863482, | |
| 0.007131476848098128, | |
| 0.007077119592942917, | |
| 0.0069058590478478215, | |
| 0.006357720607693016, | |
| 0.0063536010133505485, | |
| 0.0063426340722851585, | |
| 0.00624359742012903, | |
| 0.006227597291610985, | |
| 0.006002301872992928, | |
| 0.005999226492195991, | |
| 0.00596485484676027, | |
| 0.005826988905196613, | |
| 0.00563911712743301, | |
| 0.005620803334421945, | |
| 0.005443666833397443, | |
| 0.005349203502629916, | |
| 0.0053253075611080294, | |
| 0.0052282919177224435, | |
| 0.005196145041250883, | |
| 0.00507225934835091, | |
| 0.00494886431250794, | |
| 0.004828036592210379, | |
| 0.004758152816296333, | |
| 0.004691457132131351, | |
| 0.0038838002606420624, | |
| 0.003797054903922036, | |
| 0.003553119444442093, | |
| 0.0032680821141671287, | |
| 0.003238303423840035, | |
| 0.003218915646504265, | |
| 0.002963201054181251, | |
| 0.002617397337029004, | |
| 0.0025648258688071284, | |
| 0.0024622324074962776, | |
| 0.002461968709842389, | |
| 0.002429939588517093, | |
| 0.0023628975989908804, | |
| 0.0023423814677315897, | |
| 0.00231525750608891, | |
| 0.0021878707409888755, | |
| 0.001785066162960451, | |
| 0.0017398597299111507, | |
| 0.0016909920489954465, | |
| 0.0016129222365115817, | |
| 0.0013599213629262045, | |
| 0.001121711922947291, | |
| 0.0010578573864210741, | |
| 0.0010333630024718704, | |
| 0.0007728125307024994, | |
| 0.000558318256651424, | |
| 0.0005468668832474473, | |
| 0.00042169620933937266, | |
| 0.00040385623420173045, | |
| 0.00030745229505438755, | |
| 0.0002914989673252449, | |
| 0.000184170151882032, | |
| 0.00016966984933542418, | |
| 8.506368627978031e-05, | |
| 6.071878534347718e-05, | |
| 3.420568197429314e-05 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 64.28571428571429, | |
| "precision": 64.76190476190476, | |
| "recall": 98.94736842105263, | |
| "f1": 77.50614216701173 | |
| }, | |
| "selection": { | |
| "precision": 5.956172435087776, | |
| "recall": 0.9761904761904763, | |
| "f1": 1.6772229693234166, | |
| "jaccard": 0.8459005867189896 | |
| } | |
| } | |
| } |