| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "SMOC1", | |
| "DCTD", | |
| "CYB5D2", | |
| "MYO5A", | |
| "TMCC1", | |
| "GULP1", | |
| "KRT12", | |
| "UQCRC2", | |
| "STK32B", | |
| "MARCHF7", | |
| "AMH", | |
| "F11R", | |
| "SLURP1", | |
| "AASDHPPT", | |
| "ADCK2", | |
| "FGF12", | |
| "ZDHHC4", | |
| "UTRN", | |
| "CSPG4", | |
| "GFAP", | |
| "C1RL", | |
| "SMAD6", | |
| "TBL1X", | |
| "COQ2", | |
| "ARRB1", | |
| "COMMD7", | |
| "NCOR1", | |
| "KDM5B", | |
| "CBX4", | |
| "DHRS7", | |
| "ADGRL1", | |
| "KMT2C", | |
| "ALDH1L1", | |
| "NDRG3", | |
| "KCNJ4", | |
| "BICD2", | |
| "GPRC5C", | |
| "PRPF18", | |
| "BOK", | |
| "PTGS1", | |
| "URI1", | |
| "ITGB1BP1", | |
| "GATA3", | |
| "SLC30A9", | |
| "ERF", | |
| "SUN1", | |
| "PRKAG1", | |
| "PRKCE", | |
| "H1-2", | |
| "ERGIC3", | |
| "PARVA", | |
| "CUL1", | |
| "ALG2", | |
| "LTK", | |
| "TMEM147", | |
| "SOX30", | |
| "TINCR", | |
| "LINC01547", | |
| "NAGA", | |
| "LIN7C", | |
| "CLN6", | |
| "PON2", | |
| "NCAPG2", | |
| "MLLT11", | |
| "ELF4", | |
| "RIOX2", | |
| "NOS1", | |
| "HARS2", | |
| "PMM2", | |
| "ARIH2", | |
| "ZBTB7B", | |
| "ST14", | |
| "SNTB1", | |
| "CMTM8", | |
| "QSOX1", | |
| "ZNF117", | |
| "PAX1", | |
| "FBXO25", | |
| "BRD4", | |
| "UCP2", | |
| "GTF3C5", | |
| "ENPP1", | |
| "GPR137B", | |
| "ARRDC3", | |
| "GNB4", | |
| "PIK3C3", | |
| "TM9SF4", | |
| "STRIP1", | |
| "CLDND2", | |
| "RNF168", | |
| "IPO11", | |
| "ZSCAN9", | |
| "CDON", | |
| "TOB1", | |
| "SPTAN1", | |
| "NECTIN2", | |
| "SNIP1", | |
| "PIGX", | |
| "DXO", | |
| "F3", | |
| "NOCT", | |
| "IRF3", | |
| "HSDL1", | |
| "PCED1A", | |
| "SGTA", | |
| "NDE1", | |
| "TNPO2", | |
| "TNR", | |
| "HYAL1", | |
| "RAB2B", | |
| "MRPL33", | |
| "LHB", | |
| "DUS3L", | |
| "BLTP2", | |
| "RNH1", | |
| "POLR1A", | |
| "CCAR1", | |
| "STN1", | |
| "BOD1", | |
| "NUP54", | |
| "TRIM8", | |
| "RIMKLB", | |
| "GHRH", | |
| "R3HCC1L", | |
| "ETV4", | |
| "CREB5", | |
| "PHF2", | |
| "POU2AF1", | |
| "CYP4F11", | |
| "PRKACA", | |
| "LMBR1", | |
| "FDFT1", | |
| "SPG11", | |
| "RABAC1", | |
| "AGR2", | |
| "GOLPH3", | |
| "DUSP10", | |
| "PWP1", | |
| "PEX14", | |
| "NDUFS4", | |
| "CBFA2T3", | |
| "BTN2A1", | |
| "DPP3", | |
| "SEZ6", | |
| "DTWD2", | |
| "NDRG2", | |
| "MUC7", | |
| "FMNL2", | |
| "CEP57L1", | |
| "NR2C1", | |
| "DCD", | |
| "ITPKB", | |
| "KLC2", | |
| "PPP6R1", | |
| "IL1R2", | |
| "RNF207", | |
| "MARK3", | |
| "MPC1", | |
| "JUNB", | |
| "TSSK4", | |
| "USP3" | |
| ], | |
| "Coefficient": [ | |
| 0.0321786910077236, | |
| -0.027729855542169737, | |
| 0.02636646991489674, | |
| -0.01909578441256269, | |
| -0.018820719136044953, | |
| -0.017207639989017497, | |
| 0.01715398182198375, | |
| -0.016234410217921186, | |
| 0.015184407584212559, | |
| -0.01515834832218706, | |
| -0.014955709101423345, | |
| 0.014727180374907386, | |
| -0.014205632915412807, | |
| -0.01420378556250475, | |
| 0.013615676280185991, | |
| -0.013482928610181853, | |
| 0.012989399243677735, | |
| 0.012899423213636454, | |
| 0.012379993039750044, | |
| -0.012270570153962164, | |
| -0.012256765101201068, | |
| -0.011874409072814295, | |
| 0.01180319354516087, | |
| 0.011519625954137967, | |
| -0.011373840110669489, | |
| -0.011268663631212983, | |
| -0.010867082626675144, | |
| -0.01085533447035777, | |
| 0.010628038504552706, | |
| -0.01053093540663654, | |
| 0.010335200624255749, | |
| 0.010229856811737742, | |
| 0.010035418870063463, | |
| -0.010014120752719746, | |
| -0.009911638574334138, | |
| 0.009843918378298958, | |
| -0.009223309459638602, | |
| 0.009098750635853433, | |
| -0.008701568152963544, | |
| -0.008662594243950262, | |
| 0.00859833892728095, | |
| 0.008548697686108084, | |
| -0.008094927947686747, | |
| -0.00802726870736539, | |
| 0.007957494882275259, | |
| 0.007690528817432397, | |
| -0.007622953340931584, | |
| 0.007199158283560212, | |
| 0.0071990925609269184, | |
| -0.007180821012256721, | |
| -0.00703761618849607, | |
| 0.006776245059990098, | |
| 0.006502102754538031, | |
| 0.006459877581893868, | |
| 0.006399179667808498, | |
| 0.006150236752607788, | |
| -0.0059454880439571865, | |
| -0.005890513073438033, | |
| 0.0056623137693626495, | |
| 0.00564553660661909, | |
| 0.005608775588795505, | |
| -0.005514033301206378, | |
| 0.005436515024349586, | |
| 0.005366932013556863, | |
| -0.005290683173118041, | |
| -0.005178617686322019, | |
| -0.005169881720796583, | |
| -0.004956730690101387, | |
| 0.004954729874703959, | |
| 0.004699114801016401, | |
| 0.004697733758070572, | |
| 0.004631267137416827, | |
| 0.004543184926691989, | |
| 0.004520193105687627, | |
| -0.004436444566671351, | |
| 0.0043492902281265745, | |
| 0.0042233202126342505, | |
| -0.004184464032227669, | |
| 0.004109185697346958, | |
| -0.003824492492143231, | |
| 0.003768751546276964, | |
| 0.003766625831419753, | |
| 0.003740862191771504, | |
| 0.0037246086735855605, | |
| 0.003673949337821984, | |
| -0.0034417907317071863, | |
| -0.0033022633485700016, | |
| -0.0031627206698845783, | |
| 0.002960762248193542, | |
| 0.002959446548967889, | |
| -0.002952225557980378, | |
| -0.002813028676896136, | |
| -0.002672809539114003, | |
| -0.0026719073032981364, | |
| 0.0026361918046021865, | |
| -0.002597818770278526, | |
| -0.002562738524105392, | |
| 0.002541655936990622, | |
| 0.0025302473273192314, | |
| -0.0025154652887719297, | |
| 0.002396125516221417, | |
| -0.002384952460304907, | |
| -0.0023325876457594365, | |
| -0.0022377782946391388, | |
| -0.0022315687508573543, | |
| 0.0021254641223250104, | |
| 0.002041909136131491, | |
| 0.0019206410504239136, | |
| 0.0018659250996825398, | |
| 0.0018437109024718767, | |
| 0.001820077218633476, | |
| 0.00179730933335964, | |
| 0.001670422725175685, | |
| -0.0016147837207130197, | |
| -0.0015465253381909813, | |
| 0.0015078102939225012, | |
| -0.0014853466378571282, | |
| 0.0014027554660282953, | |
| 0.0013742294094721166, | |
| 0.0013421729874609643, | |
| 0.0013415052917657667, | |
| 0.0013164696388579897, | |
| -0.0012759066258930403, | |
| -0.0011581852523503157, | |
| -0.0011291306372499393, | |
| -0.0011115290987993654, | |
| 0.0011008648371492963, | |
| 0.001028815593547474, | |
| 0.0010119762675113633, | |
| 0.0009747649140280965, | |
| 0.0009629179841568371, | |
| -0.0009435784415885545, | |
| -0.0008920530217757912, | |
| 0.000885039298406253, | |
| -0.0008485052630763653, | |
| 0.0007772467378691088, | |
| -0.000767072551910308, | |
| -0.0007486394929628181, | |
| 0.0007465846598499204, | |
| -0.0006922651944021834, | |
| -0.0006678125462167587, | |
| 0.000656066969376109, | |
| 0.0006528425367425937, | |
| 0.000581832726418389, | |
| 0.0005633145254047908, | |
| 0.000490241938616329, | |
| -0.0004753771078002441, | |
| -0.0004376718829384149, | |
| 0.0003988428480267634, | |
| -0.00039753191191723347, | |
| 0.00036500987198203287, | |
| 0.0003329086088162163, | |
| 0.0002928424757933381, | |
| -0.0002580907239992422, | |
| -0.00014320801166266826, | |
| 0.00010206272540984619, | |
| 9.815400769706823e-05, | |
| 9.179574328621103e-05, | |
| 6.862214080536481e-05, | |
| -5.531666472424231e-05, | |
| -3.458373344867659e-05 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.0321786910077236, | |
| 0.027729855542169737, | |
| 0.02636646991489674, | |
| 0.01909578441256269, | |
| 0.018820719136044953, | |
| 0.017207639989017497, | |
| 0.01715398182198375, | |
| 0.016234410217921186, | |
| 0.015184407584212559, | |
| 0.01515834832218706, | |
| 0.014955709101423345, | |
| 0.014727180374907386, | |
| 0.014205632915412807, | |
| 0.01420378556250475, | |
| 0.013615676280185991, | |
| 0.013482928610181853, | |
| 0.012989399243677735, | |
| 0.012899423213636454, | |
| 0.012379993039750044, | |
| 0.012270570153962164, | |
| 0.012256765101201068, | |
| 0.011874409072814295, | |
| 0.01180319354516087, | |
| 0.011519625954137967, | |
| 0.011373840110669489, | |
| 0.011268663631212983, | |
| 0.010867082626675144, | |
| 0.01085533447035777, | |
| 0.010628038504552706, | |
| 0.01053093540663654, | |
| 0.010335200624255749, | |
| 0.010229856811737742, | |
| 0.010035418870063463, | |
| 0.010014120752719746, | |
| 0.009911638574334138, | |
| 0.009843918378298958, | |
| 0.009223309459638602, | |
| 0.009098750635853433, | |
| 0.008701568152963544, | |
| 0.008662594243950262, | |
| 0.00859833892728095, | |
| 0.008548697686108084, | |
| 0.008094927947686747, | |
| 0.00802726870736539, | |
| 0.007957494882275259, | |
| 0.007690528817432397, | |
| 0.007622953340931584, | |
| 0.007199158283560212, | |
| 0.0071990925609269184, | |
| 0.007180821012256721, | |
| 0.00703761618849607, | |
| 0.006776245059990098, | |
| 0.006502102754538031, | |
| 0.006459877581893868, | |
| 0.006399179667808498, | |
| 0.006150236752607788, | |
| 0.0059454880439571865, | |
| 0.005890513073438033, | |
| 0.0056623137693626495, | |
| 0.00564553660661909, | |
| 0.005608775588795505, | |
| 0.005514033301206378, | |
| 0.005436515024349586, | |
| 0.005366932013556863, | |
| 0.005290683173118041, | |
| 0.005178617686322019, | |
| 0.005169881720796583, | |
| 0.004956730690101387, | |
| 0.004954729874703959, | |
| 0.004699114801016401, | |
| 0.004697733758070572, | |
| 0.004631267137416827, | |
| 0.004543184926691989, | |
| 0.004520193105687627, | |
| 0.004436444566671351, | |
| 0.0043492902281265745, | |
| 0.0042233202126342505, | |
| 0.004184464032227669, | |
| 0.004109185697346958, | |
| 0.003824492492143231, | |
| 0.003768751546276964, | |
| 0.003766625831419753, | |
| 0.003740862191771504, | |
| 0.0037246086735855605, | |
| 0.003673949337821984, | |
| 0.0034417907317071863, | |
| 0.0033022633485700016, | |
| 0.0031627206698845783, | |
| 0.002960762248193542, | |
| 0.002959446548967889, | |
| 0.002952225557980378, | |
| 0.002813028676896136, | |
| 0.002672809539114003, | |
| 0.0026719073032981364, | |
| 0.0026361918046021865, | |
| 0.002597818770278526, | |
| 0.002562738524105392, | |
| 0.002541655936990622, | |
| 0.0025302473273192314, | |
| 0.0025154652887719297, | |
| 0.002396125516221417, | |
| 0.002384952460304907, | |
| 0.0023325876457594365, | |
| 0.0022377782946391388, | |
| 0.0022315687508573543, | |
| 0.0021254641223250104, | |
| 0.002041909136131491, | |
| 0.0019206410504239136, | |
| 0.0018659250996825398, | |
| 0.0018437109024718767, | |
| 0.001820077218633476, | |
| 0.00179730933335964, | |
| 0.001670422725175685, | |
| 0.0016147837207130197, | |
| 0.0015465253381909813, | |
| 0.0015078102939225012, | |
| 0.0014853466378571282, | |
| 0.0014027554660282953, | |
| 0.0013742294094721166, | |
| 0.0013421729874609643, | |
| 0.0013415052917657667, | |
| 0.0013164696388579897, | |
| 0.0012759066258930403, | |
| 0.0011581852523503157, | |
| 0.0011291306372499393, | |
| 0.0011115290987993654, | |
| 0.0011008648371492963, | |
| 0.001028815593547474, | |
| 0.0010119762675113633, | |
| 0.0009747649140280965, | |
| 0.0009629179841568371, | |
| 0.0009435784415885545, | |
| 0.0008920530217757912, | |
| 0.000885039298406253, | |
| 0.0008485052630763653, | |
| 0.0007772467378691088, | |
| 0.000767072551910308, | |
| 0.0007486394929628181, | |
| 0.0007465846598499204, | |
| 0.0006922651944021834, | |
| 0.0006678125462167587, | |
| 0.000656066969376109, | |
| 0.0006528425367425937, | |
| 0.000581832726418389, | |
| 0.0005633145254047908, | |
| 0.000490241938616329, | |
| 0.0004753771078002441, | |
| 0.0004376718829384149, | |
| 0.0003988428480267634, | |
| 0.00039753191191723347, | |
| 0.00036500987198203287, | |
| 0.0003329086088162163, | |
| 0.0002928424757933381, | |
| 0.0002580907239992422, | |
| 0.00014320801166266826, | |
| 0.00010206272540984619, | |
| 9.815400769706823e-05, | |
| 9.179574328621103e-05, | |
| 6.862214080536481e-05, | |
| 5.531666472424231e-05, | |
| 3.458373344867659e-05 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 95.49295774647888, | |
| "precision": 70.0, | |
| "recall": 31.666666666666664, | |
| "f1": 41.33333333333333 | |
| }, | |
| "selection": { | |
| "precision": 0.14084507042253522, | |
| "recall": 2.0, | |
| "f1": 0.2631578947368421, | |
| "jaccard": 0.13245033112582782 | |
| } | |
| } | |
| } |