| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "MOBKL1A", | |
| "NDUFC1", | |
| "PHF21B", | |
| "DCTD", | |
| "SERF2", | |
| "LETM1", | |
| "FAM109A", | |
| "C4orf3", | |
| "ZNF250", | |
| "ATP5I", | |
| "AMOT", | |
| "LSM6", | |
| "HSD11B2", | |
| "CLCN5", | |
| "UCK1", | |
| "B3GALTL", | |
| "PSMC4", | |
| "FAM7A3", | |
| "CCDC97", | |
| "NOS3", | |
| "MMAB", | |
| "C12orf5", | |
| "CHML", | |
| "IMMP2L", | |
| "NFYB", | |
| "PCDHA5", | |
| "CMTM3", | |
| "COL15A1", | |
| "ZNF7", | |
| "C4orf46", | |
| "C1orf54", | |
| "PELI3", | |
| "NKX1-2", | |
| "CNBD1", | |
| "SNX17", | |
| "WHAMML2", | |
| "RBM22", | |
| "C4orf49", | |
| "COX6C", | |
| "MTRF1", | |
| "RPA1", | |
| "ACAT1", | |
| "SDAD1", | |
| "ZC3HC1", | |
| "ZNF667", | |
| "OAZ2", | |
| "PPM1N", | |
| "B3GNT3", | |
| "DAXX", | |
| "COG6", | |
| "C9orf43", | |
| "GNL1", | |
| "DGAT1", | |
| "GPR89A", | |
| "TMEM55A", | |
| "TMEM214", | |
| "KRT71", | |
| "PPP1R2P3", | |
| "MTSS1L", | |
| "SLC10A5", | |
| "C4orf38", | |
| "BAT5", | |
| "SHKBP1", | |
| "CTSE", | |
| "UTP14C", | |
| "PLD5", | |
| "DPT", | |
| "SLC36A1", | |
| "C11orf24", | |
| "OGDH", | |
| "WASL", | |
| "MYST3", | |
| "GNE", | |
| "DLG3", | |
| "LOC100134713", | |
| "SCARB1", | |
| "ZNF605", | |
| "FLOT2", | |
| "SPRED3", | |
| "DHDH", | |
| "TBL1X", | |
| "CYB561", | |
| "ZNF525", | |
| "C21orf59", | |
| "EIF3K", | |
| "MRGPRF", | |
| "ICAM4", | |
| "RNF5P1", | |
| "TMEM38A", | |
| "SNW1", | |
| "CIZ1", | |
| "U2AF1L4", | |
| "TNF", | |
| "VCX2", | |
| "HSF1", | |
| "KIAA1324", | |
| "NCRNA00181", | |
| "LOC100133957", | |
| "C15orf61", | |
| "ATPAF1", | |
| "MTM1", | |
| "SORCS1", | |
| "ASPH", | |
| "RHCE", | |
| "USP6", | |
| "SFRP4", | |
| "WNT2", | |
| "C15orf54", | |
| "C9orf109", | |
| "SETD7", | |
| "OR10H2", | |
| "ZNF252", | |
| "FBXL12", | |
| "MYBPC2", | |
| "DMRTC1", | |
| "AP1AR", | |
| "CYP2U1", | |
| "ZNF534", | |
| "LXN", | |
| "SNUPN", | |
| "IGFL4", | |
| "TMEM127", | |
| "CXXC4", | |
| "PANX3", | |
| "CASP8", | |
| "POU3F3", | |
| "PMCH", | |
| "MAD2L1BP", | |
| "FLJ39653", | |
| "TAF4", | |
| "OR4N4", | |
| "NCS1", | |
| "STAT3", | |
| "PLD2", | |
| "LOC400759", | |
| "DCTN1", | |
| "RAB3IL1", | |
| "ECH1", | |
| "CARD16", | |
| "ECE1", | |
| "AP3M2", | |
| "CAMK2B", | |
| "PPP4R1", | |
| "EPHX4", | |
| "NELF", | |
| "FAM180A", | |
| "TTC35", | |
| "VSTM2A", | |
| "SMYD4", | |
| "POU4F1", | |
| "LASS4", | |
| "VCP", | |
| "CYP4F12", | |
| "CHRM1", | |
| "RIOK3", | |
| "CCR9", | |
| "GOLM1", | |
| "RAPSN", | |
| "RTN4RL1", | |
| "XKR7", | |
| "RUNX1", | |
| "C8orf30A", | |
| "ZNF679", | |
| "DDX24", | |
| "HEATR7B2", | |
| "HIST1H2AJ", | |
| "ACTN4", | |
| "LYSMD4", | |
| "ELF1", | |
| "SEMA3C", | |
| "CAPZA3", | |
| "ZNF26", | |
| "PNRC1", | |
| "PPP2R4", | |
| "KIAA1409", | |
| "RG9MTD2", | |
| "XAGE1D", | |
| "CUL1", | |
| "LOC348926", | |
| "DHRSX", | |
| "CELA3B", | |
| "FUNDC1", | |
| "ONECUT3", | |
| "HIST1H3J", | |
| "KCNS2", | |
| "WDR54", | |
| "FKTN", | |
| "JRKL", | |
| "HS3ST4", | |
| "ENTPD4", | |
| "SDK1", | |
| "HTR2A", | |
| "HIST1H1C", | |
| "LOC100190939", | |
| "ARL5C", | |
| "HS3ST3B1", | |
| "ADCK2", | |
| "SNORA22", | |
| "CLDN17", | |
| "CXorf22", | |
| "OR4Q3", | |
| "CDK2AP1", | |
| "LTF", | |
| "LIPG", | |
| "IL1F7", | |
| "GSTT1", | |
| "LRRC69", | |
| "GABRG2", | |
| "ESD", | |
| "CLDN22", | |
| "SLC10A1", | |
| "ARFIP2", | |
| "FKBP8", | |
| "ZNF883", | |
| "C11orf87", | |
| "SLC22A24", | |
| "RTN2", | |
| "OR1Q1", | |
| "FOXA2", | |
| "C21orf81", | |
| "MAP1D", | |
| "XCL1", | |
| "LOC25845", | |
| "KCNMA1", | |
| "RNFT2", | |
| "LIN54", | |
| "MED29", | |
| "SLC39A4", | |
| "LGI1", | |
| "GAGE2C", | |
| "C6orf106", | |
| "AZIN1", | |
| "NDUFB2", | |
| "C18orf10", | |
| "SNORA56", | |
| "SLC27A4", | |
| "ZSCAN2", | |
| "PTPN11", | |
| "MMGT1", | |
| "LOC92249", | |
| "C11orf64", | |
| "PDCD7", | |
| "EIF4G2", | |
| "ATP1A1", | |
| "SPATA22", | |
| "CCDC15", | |
| "HDAC3", | |
| "GPHB5", | |
| "ADAMTS6", | |
| "CASQ1", | |
| "DGKQ", | |
| "AQP10", | |
| "OR9A4", | |
| "NCRNA00111", | |
| "MAPKSP1", | |
| "SFTPD", | |
| "CSH2", | |
| "ZBED5", | |
| "MFSD3", | |
| "CCDC62", | |
| "LALBA", | |
| "TBC1D20", | |
| "PAPLN", | |
| "COX7A1", | |
| "HOXB3", | |
| "GPR150", | |
| "MATR3", | |
| "FTSJD2", | |
| "C17orf59", | |
| "SGK269", | |
| "TFDP3", | |
| "CLCNKA", | |
| "GADL1", | |
| "TCEB3B", | |
| "MAGEC2", | |
| "HOXB1", | |
| "LIMK1", | |
| "ALLC", | |
| "PRRX2", | |
| "RBM11", | |
| "ELK1", | |
| "AMPD3", | |
| "PTMS", | |
| "MDFIC", | |
| "FKBP7", | |
| "LOC729082", | |
| "INSL3", | |
| "FGFRL1", | |
| "C11orf75", | |
| "KRT73", | |
| "VEGFC", | |
| "ZC3H12C", | |
| "ADRA2C", | |
| "ADAMTS5", | |
| "CMTM4", | |
| "PLCXD3", | |
| "GALC", | |
| "SNAR-H", | |
| "PCYT1A", | |
| "HIST1H2BE", | |
| "SLC17A8", | |
| "KCNU1", | |
| "IGF1", | |
| "ZBED1", | |
| "NOX4", | |
| "MAPKAPK5", | |
| "LOC100128239", | |
| "MMP20", | |
| "SGPP2", | |
| "FBXW12", | |
| "CYP2E1", | |
| "OLFM4", | |
| "MAPKAP1", | |
| "OPN1SW", | |
| "BTBD18", | |
| "C1orf141", | |
| "UTS2R", | |
| "TRAPPC6A", | |
| "KRTAP5-11", | |
| "RNASE13", | |
| "PRR21", | |
| "HERC2P4", | |
| "RAG1", | |
| "TCP11L1", | |
| "OR9K2", | |
| "C20orf186", | |
| "GADD45A", | |
| "TMPRSS7", | |
| "SLC19A1", | |
| "HOXA4", | |
| "PABPC1P2", | |
| "C18orf2", | |
| "STX19", | |
| "?|388795", | |
| "C2orf61", | |
| "TEKT5", | |
| "CALCR", | |
| "PHEX", | |
| "C17orf99", | |
| "TMEM102", | |
| "PRR23B", | |
| "TUBB2A", | |
| "PPAPDC1B", | |
| "SKINTL", | |
| "OR51Q1", | |
| "NAP1L6", | |
| "HIST1H3E", | |
| "OMD", | |
| "FAM149B1", | |
| "LOC285501", | |
| "ACTR3B", | |
| "IPMK", | |
| "PCDHA2", | |
| "SLC37A3", | |
| "ADAM33", | |
| "GPR88", | |
| "LOC728758", | |
| "STMN4", | |
| "CNDP1", | |
| "FOS", | |
| "REG3G", | |
| "DCAF5", | |
| "CORIN", | |
| "TMEM121", | |
| "C12orf69", | |
| "SLC22A6", | |
| "GRIN2A", | |
| "KCNK1", | |
| "DNLZ", | |
| "LOC100133308", | |
| "VKORC1L1", | |
| "PAPOLB", | |
| "NBPF3", | |
| "TOX4", | |
| "OR10A2", | |
| "OS9", | |
| "LOC285045", | |
| "ZBTB44", | |
| "MCART3P", | |
| "GCNT4", | |
| "SEMG1", | |
| "C11orf10", | |
| "LOC645166", | |
| "FXR2", | |
| "VIPAR", | |
| "EML5", | |
| "PDS5A", | |
| "GEMIN8", | |
| "ACCN3", | |
| "LOC646627", | |
| "DHODH", | |
| "ZNF654", | |
| "NPTN", | |
| "TLL2", | |
| "PPP3R2", | |
| "GTF2H1", | |
| "GPR158", | |
| "SHD", | |
| "LRRCC1", | |
| "C13orf28", | |
| "CD200", | |
| "YY2", | |
| "MOG", | |
| "CLEC2A", | |
| "DIS3L", | |
| "HLCS", | |
| "VCX3A", | |
| "SRP14", | |
| "KRT2", | |
| "TNMD", | |
| "PPP4R4", | |
| "DNTT", | |
| "TREML2P1", | |
| "ASPDH", | |
| "SLC30A8", | |
| "C1QL1", | |
| "PDF", | |
| "EIF3G", | |
| "KRT36", | |
| "CSK", | |
| "NEU1", | |
| "ZAR1L", | |
| "SLC6A20", | |
| "RPA4", | |
| "C19orf62", | |
| "ZNF280B", | |
| "ZNF16", | |
| "RTF1", | |
| "PANK3", | |
| "RNF24", | |
| "LOC285194", | |
| "MYOG", | |
| "PROX1", | |
| "CHST1", | |
| "MTHFSD", | |
| "GPD2", | |
| "TAX1BP1", | |
| "PHOSPHO1", | |
| "GAB4", | |
| "HIST1H2BF", | |
| "HAL", | |
| "SPIN2A", | |
| "SAG", | |
| "CALY", | |
| "ADAM32", | |
| "CRADD", | |
| "PRB1", | |
| "RHOBTB1", | |
| "SLC4A1AP", | |
| "ZNF165", | |
| "HTN3", | |
| "GREB1L", | |
| "RCAN3", | |
| "WFDC11", | |
| "PLA2G12A", | |
| "TSGA13", | |
| "RPS28", | |
| "SNORA61", | |
| "ZNF268", | |
| "HIST1H2AC", | |
| "RPL10L", | |
| "NMU", | |
| "RETNLB", | |
| "LOC100132111", | |
| "C6orf222", | |
| "PCDHA6", | |
| "HTR2B", | |
| "WIT1", | |
| "UTP23", | |
| "POU6F2", | |
| "PRAMEF6", | |
| "ZFP36L1", | |
| "NAF1", | |
| "KRT38", | |
| "C1orf70", | |
| "ZNF404", | |
| "BOC", | |
| "DDIT4", | |
| "BTBD10", | |
| "STATH", | |
| "RABGAP1", | |
| "FAM124A", | |
| "OMP", | |
| "MTDH", | |
| "FAM9A", | |
| "PAF1", | |
| "MYH7", | |
| "ZFP91-CNTF", | |
| "IQCJ", | |
| "SNORA40", | |
| "DMXL2", | |
| "MCAT", | |
| "ZNF727", | |
| "FGFR1", | |
| "CD24", | |
| "GTF2A1L", | |
| "FAM27C", | |
| "SYT1", | |
| "SNORA52", | |
| "C7orf45", | |
| "GLRA1", | |
| "LOC285375", | |
| "OR8G5", | |
| "STRADB", | |
| "TMEM89", | |
| "ADIPOQ", | |
| "SAGE1", | |
| "PSMD5", | |
| "LOC55908", | |
| "TMEM196", | |
| "DLK1", | |
| "NOP10", | |
| "IL17F", | |
| "DEFB109P1", | |
| "TSG1", | |
| "GIPR", | |
| "PRSS54", | |
| "VWA5B2", | |
| "LPAR4", | |
| "TPTE2P3", | |
| "NCRNA00051", | |
| "DSG2", | |
| "DEGS2", | |
| "VCX", | |
| "BRD7P3", | |
| "C6orf58", | |
| "SYT6", | |
| "SCFD2", | |
| "EFNA5", | |
| "TRDN", | |
| "LOC441454", | |
| "LOC162632", | |
| "ZIC1", | |
| "SLC36A3" | |
| ], | |
| "Coefficient": [ | |
| -0.33014442551957757, | |
| -0.3065467707037657, | |
| 0.2810580888421494, | |
| -0.27711951267369017, | |
| -0.2749622369390448, | |
| -0.2660161784165301, | |
| -0.2284897833266084, | |
| -0.2064177051874166, | |
| -0.2061806540629533, | |
| -0.20154906299487854, | |
| 0.20144717380172897, | |
| -0.1989296143242968, | |
| -0.1912416989193723, | |
| -0.18524308504141343, | |
| -0.18475171806414845, | |
| 0.18013802955715252, | |
| 0.1760056687971496, | |
| -0.17461638399812657, | |
| 0.16852124022871087, | |
| -0.16437687751713634, | |
| -0.1628737378484413, | |
| 0.1598431381055639, | |
| -0.1562397109989953, | |
| -0.15560869913130543, | |
| -0.15077825568427264, | |
| -0.14840818913752693, | |
| -0.14562634913590486, | |
| -0.14552289066643143, | |
| -0.14186384391942575, | |
| -0.14163278018470687, | |
| -0.14002887866973013, | |
| -0.13920910545774093, | |
| 0.1364444314693591, | |
| -0.13552323843372832, | |
| 0.13526507204282648, | |
| -0.13212292005671408, | |
| 0.13033049503361943, | |
| -0.12523762863253912, | |
| -0.12337820580009777, | |
| 0.1199944982279448, | |
| 0.11897904025672329, | |
| -0.1174880279790963, | |
| -0.1161968374678074, | |
| -0.11602832498535615, | |
| -0.11586414372787075, | |
| -0.11585941675625237, | |
| 0.1146353681951083, | |
| 0.11327124380399069, | |
| 0.11156164911431002, | |
| 0.10838130053322091, | |
| -0.10567106749298891, | |
| 0.1055192006891432, | |
| -0.10408456001015662, | |
| -0.10333130328179885, | |
| -0.103165252510242, | |
| 0.10224102920684681, | |
| 0.10113203707401391, | |
| 0.10093431318270896, | |
| -0.1007082645736149, | |
| -0.10006622321628361, | |
| -0.09988127590041859, | |
| 0.0987182418424066, | |
| 0.09858473335825113, | |
| 0.09790765688626163, | |
| 0.09600713207938341, | |
| 0.09540497398661195, | |
| -0.09392963067241845, | |
| 0.09341203350501935, | |
| -0.09192097496672266, | |
| 0.09139179102147944, | |
| -0.0910835139726994, | |
| -0.09088081260274768, | |
| 0.0905837377251501, | |
| -0.09042355755926373, | |
| -0.08935693164165281, | |
| -0.08908664111891973, | |
| -0.08899513378921434, | |
| 0.08851537467724759, | |
| 0.08789114132500654, | |
| 0.08745414721136233, | |
| -0.08550791369922225, | |
| -0.08518601499083067, | |
| -0.08443835120423616, | |
| -0.08437516455003242, | |
| 0.08436633847285387, | |
| -0.08423373083411395, | |
| 0.08312846408279617, | |
| 0.0829356636019073, | |
| 0.0826371262407589, | |
| 0.08214286765984005, | |
| -0.08158626567844095, | |
| 0.08102922418591346, | |
| 0.08080319907150871, | |
| -0.0799913800681222, | |
| -0.0797382341925341, | |
| 0.07905106924676358, | |
| 0.07889452918346244, | |
| -0.07831307716459415, | |
| -0.0778351792470998, | |
| -0.07752195644888205, | |
| 0.07729859826646475, | |
| 0.07574144471830467, | |
| -0.0749818358818339, | |
| 0.07396727168504078, | |
| 0.07341674540542208, | |
| -0.07330951012250495, | |
| -0.0730498341854813, | |
| -0.07284167203117603, | |
| -0.07282935450280689, | |
| -0.07274153136628939, | |
| 0.07272720919009756, | |
| -0.07214584358299987, | |
| 0.07213655303517055, | |
| 0.07187538094447418, | |
| 0.0718370696291801, | |
| -0.07180249959765513, | |
| -0.07145038132761396, | |
| -0.07131769665335552, | |
| -0.07050157059141103, | |
| -0.070043596813103, | |
| 0.07003917876082315, | |
| 0.07002098245510785, | |
| -0.06984575948774796, | |
| -0.0697183637095776, | |
| -0.06937508544642135, | |
| 0.06931258324094325, | |
| -0.06841891025148449, | |
| 0.06808330779279341, | |
| -0.0679800773908014, | |
| -0.06728640081270768, | |
| -0.06700547763983344, | |
| -0.0669601011980865, | |
| 0.06654707106846115, | |
| 0.06619741027017029, | |
| -0.0661781776642062, | |
| 0.06593540621087034, | |
| -0.06558671049588374, | |
| 0.06553546005066711, | |
| -0.06477235499955908, | |
| 0.0645919234747954, | |
| -0.06399977993662172, | |
| 0.06362239947104377, | |
| 0.06357573828248744, | |
| -0.0626173138899214, | |
| -0.06252047984462601, | |
| -0.06156419774859035, | |
| -0.06144412329525651, | |
| 0.061051489833595415, | |
| 0.06100508482163146, | |
| 0.06060220938736922, | |
| 0.06039463338659305, | |
| 0.060389699560942166, | |
| 0.06025286616598884, | |
| -0.05989378954359033, | |
| 0.059413921194919936, | |
| 0.05926514138614632, | |
| -0.05924447983346033, | |
| 0.058972616447064384, | |
| 0.058436163722934635, | |
| 0.0571521238376696, | |
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| 2.6783323520898677e-05 | |
| ], | |
| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 100.0, | |
| "precision": 100.0, | |
| "recall": 100.0, | |
| "f1": 100.0 | |
| }, | |
| "selection": { | |
| "precision": 0.9607718219695875, | |
| "recall": 1.2820512820512822, | |
| "f1": 1.0980934463704901, | |
| "jaccard": 0.5526122185297246 | |
| } | |
| } | |
| } |