| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "MOBKL1A", | |
| "NDUFC1", | |
| "DCTD", | |
| "COG6", | |
| "ATP5I", | |
| "PHF21B", | |
| "BAT5", | |
| "ZNF250", | |
| "ZNF667", | |
| "FAM7A3", | |
| "MMAB", | |
| "RPA1", | |
| "CLCN5", | |
| "COL15A1", | |
| "UCK1", | |
| "C15orf61", | |
| "SHKBP1", | |
| "GOLM1", | |
| "PAF1", | |
| "FAM180A", | |
| "SNW1", | |
| "C4orf3", | |
| "AP1AR", | |
| "MTSS1L", | |
| "MYBPC2", | |
| "GLT8D2", | |
| "PLD5", | |
| "ZC3HC1", | |
| "SERF2", | |
| "NDUFB2", | |
| "TMEM128", | |
| "SCARB1", | |
| "PPP1R2P3", | |
| "MTRF1", | |
| "KRT71", | |
| "PPM1N", | |
| "ZNF679", | |
| "GNE", | |
| "SDK1", | |
| "LSM6", | |
| "DAXX", | |
| "TAF4", | |
| "B3GNT3", | |
| "NOS3", | |
| "RBM22", | |
| "RTN4RL1", | |
| "PELI3", | |
| "FAM109A", | |
| "MYLK", | |
| "PTPN11", | |
| "CNBD1", | |
| "C1orf54", | |
| "C12orf5", | |
| "MDFIC", | |
| "TNF", | |
| "CIZ1", | |
| "TMEM38A", | |
| "ICAM4", | |
| "WHAMML2", | |
| "ZNF16", | |
| "RAB3IL1", | |
| "C4orf38", | |
| "CXorf40B", | |
| "PANX3", | |
| "HSD17B3", | |
| "SETD7", | |
| "PABPC1P2", | |
| "ELK1", | |
| "LASS4", | |
| "HSD11B2", | |
| "LOC400759", | |
| "CTBP1", | |
| "GPR158", | |
| "MAPKAP1", | |
| "CCDC97", | |
| "GRSF1", | |
| "LOC100190939", | |
| "LYSMD4", | |
| "TOX4", | |
| "JRKL", | |
| "SNX17", | |
| "C15orf54", | |
| "MAP1D", | |
| "SLC4A1AP", | |
| "TBL1X", | |
| "SNORA61", | |
| "SLC10A5", | |
| "GPR89A", | |
| "IMMP2L", | |
| "ADAM15", | |
| "RYR1", | |
| "MYOG", | |
| "MCAT", | |
| "C8orf30A", | |
| "CASP8", | |
| "WASL", | |
| "ZNF252", | |
| "FKTN", | |
| "GBP5", | |
| "KRT2", | |
| "VCX2", | |
| "XKR7", | |
| "KLC4", | |
| "LALBA", | |
| "ECH1", | |
| "AP3M2", | |
| "EIF3K", | |
| "C2orf61", | |
| "PCDHA5", | |
| "THAP9", | |
| "DHDH", | |
| "STAT3", | |
| "ACAT1", | |
| "OR10H2", | |
| "LOC400657", | |
| "ATP1A1", | |
| "SLC45A2", | |
| "CAMK2B", | |
| "LGI1", | |
| "WDR54", | |
| "IL17REL", | |
| "ZNF654", | |
| "TMPRSS7", | |
| "CAPZA3", | |
| "MTM1", | |
| "NCOA4", | |
| "DMRTC1", | |
| "NAF1", | |
| "AMOT", | |
| "U2AF1L4", | |
| "HIST1H2BE", | |
| "GADD45A", | |
| "RNF5P1", | |
| "RBM28", | |
| "AZIN1", | |
| "MAPKAPK5", | |
| "GSTT1", | |
| "NOP10", | |
| "SNORA22", | |
| "ZBED1", | |
| "PDCD7", | |
| "DGKQ", | |
| "SERTAD1", | |
| "NFYB", | |
| "CHML", | |
| "NMU", | |
| "FLJ39653", | |
| "NELF", | |
| "STMN4", | |
| "POU3F3", | |
| "AP2B1", | |
| "FXR2", | |
| "TMEM65", | |
| "AACSL", | |
| "CRTC1", | |
| "ACCN3", | |
| "CYB561", | |
| "TLL2", | |
| "SPANXN3", | |
| "DECR1", | |
| "LXN", | |
| "ZC3H12C", | |
| "C21orf59", | |
| "C9orf109", | |
| "TTC35", | |
| "LOC285045", | |
| "LRRC15", | |
| "LOC100132111", | |
| "AMPD3", | |
| "SNUPN", | |
| "CYP2E1", | |
| "C1orf27", | |
| "PLA2G5", | |
| "ZNF155", | |
| "LSM1", | |
| "SLC7A9", | |
| "NCRNA00111", | |
| "CSH2", | |
| "FOXI3", | |
| "CUL1", | |
| "DPM2", | |
| "SCFD2", | |
| "AP3B1", | |
| "CXorf38", | |
| "RCAN3", | |
| "VSTM2A", | |
| "RIOK3", | |
| "DLG3", | |
| "ARL5C", | |
| "GAGE2C", | |
| "TCEB3B", | |
| "GPR150", | |
| "C4orf49", | |
| "RBM11", | |
| "KIAA0247", | |
| "WWP1", | |
| "LOC100134713", | |
| "IPMK", | |
| "NCRNA00181", | |
| "TUBB4Q", | |
| "ZNF525", | |
| "CYP2U1", | |
| "DHRSX", | |
| "LRRCC1", | |
| "CSK", | |
| "CORIN", | |
| "CCDC62", | |
| "LIPM", | |
| "DBX1", | |
| "SLC27A4", | |
| "LOC158572", | |
| "FUNDC1", | |
| "MED29", | |
| "TMEM55A", | |
| "CNTROB", | |
| "SEPT7L", | |
| "NAGPA", | |
| "NCS1", | |
| "RSPO3", | |
| "TMEM214", | |
| "DCTN1", | |
| "C12orf52", | |
| "KIAA1324", | |
| "KDELC2", | |
| "FLNC", | |
| "ATP6V0E2", | |
| "C5orf48", | |
| "C20orf186", | |
| "ANXA4", | |
| "FLOT2", | |
| "RILPL1", | |
| "HIST1H2AC", | |
| "MFRP", | |
| "KYNU", | |
| "SCARNA11", | |
| "NAA25", | |
| "HSF1", | |
| "AVPR1A", | |
| "NOX4", | |
| "BCYRN1", | |
| "CDRT4", | |
| "CXorf22", | |
| "SLC6A20", | |
| "ARFIP2", | |
| "PAX3", | |
| "CPNE3", | |
| "HS3ST3B1", | |
| "NF1P1", | |
| "SPATA20", | |
| "ATP6AP1L", | |
| "RPA4", | |
| "EFEMP2", | |
| "SEMA4A", | |
| "LOC284023", | |
| "C19orf50", | |
| "PCYOX1L", | |
| "SNORA69", | |
| "LOC150381", | |
| "DDX24", | |
| "SRP14", | |
| "MAPKSP1", | |
| "TP53", | |
| "CLEC17A", | |
| "XAGE1D", | |
| "DPT", | |
| "NEU1", | |
| "LOC100130331", | |
| "HEATR7B2", | |
| "KIAA1409", | |
| "ARL15", | |
| "RNF113B", | |
| "HAL", | |
| "PFDN4", | |
| "FAM55B", | |
| "SDAD1", | |
| "POU4F1", | |
| "TDRG1", | |
| "HGSNAT", | |
| "ZNF883", | |
| "C20orf123", | |
| "B4GALNT3", | |
| "ANXA8L1", | |
| "TBC1D20", | |
| "STRADB", | |
| "COX6C", | |
| "PLEKHG7", | |
| "HIST1H4B", | |
| "SLU7", | |
| "CHCHD8", | |
| "INHBC", | |
| "COX10", | |
| "LGALS7B", | |
| "KRT36", | |
| "LINGO1", | |
| "XRRA1", | |
| "SLC19A1", | |
| "SLC36A1", | |
| "PMCH", | |
| "LIMK1", | |
| "GNL1", | |
| "PLCXD3", | |
| "CYP2A13", | |
| "ALOX15", | |
| "PASD1", | |
| "MTHFSD", | |
| "CRYGC", | |
| "MTHFD2L", | |
| "MAGEC2", | |
| "GCKR", | |
| "SNORA52", | |
| "MDH1", | |
| "OR1J2", | |
| "LRRTM4", | |
| "LOC727677", | |
| "MYST3", | |
| "MAL2", | |
| "TMEM33", | |
| "RAG1", | |
| "FAM157A", | |
| "PLA2G12A", | |
| "ACTR3B", | |
| "FAM115A", | |
| "FTSJD2", | |
| "GEMIN8", | |
| "LCT", | |
| "C9orf43", | |
| "SATL1", | |
| "SNORA5B", | |
| "CACNG1", | |
| "COL14A1", | |
| "KRT38", | |
| "PRB1", | |
| "COX7A1", | |
| "KIAA1919", | |
| "TRMT112", | |
| "SORCS1", | |
| "SLC5A10", | |
| "RG9MTD2", | |
| "TSEN34", | |
| "HOXA9", | |
| "C19orf62", | |
| "SLC39A4", | |
| "SOX8", | |
| "PRAMEF20", | |
| "TSGA14", | |
| "SLC30A8", | |
| "SNORA32", | |
| "ZNF280A", | |
| "CHID1", | |
| "KCNMA1", | |
| "DBNDD2", | |
| "PSMG2", | |
| "USP44", | |
| "CYP4F12", | |
| "ZNF19", | |
| "MRPL16", | |
| "LOC339524", | |
| "PRAMEF6", | |
| "ELP4", | |
| "NBPF3", | |
| "BRI3BP", | |
| "SPINK8", | |
| "MYL7", | |
| "FAM151A", | |
| "FNDC7", | |
| "IGFL4", | |
| "RNFT1", | |
| "TRDN", | |
| "UTS2R", | |
| "VIPAR", | |
| "SLC1A4", | |
| "KRT222", | |
| "RHCE", | |
| "ZNF534", | |
| "PITPNM2", | |
| "LOC100133957", | |
| "CDK8", | |
| "C1orf70", | |
| "KLRAQ1", | |
| "LOC653113", | |
| "DGAT1", | |
| "ADAM32", | |
| "C13orf28", | |
| "LETM1", | |
| "CHRNB1", | |
| "LOC92249", | |
| "SPACA3", | |
| "LOC646627", | |
| "LOC401127", | |
| "BRD7P3", | |
| "PCDH11Y", | |
| "NPTN", | |
| "PSMC4", | |
| "PLD2", | |
| "MFSD3", | |
| "NAT8", | |
| "OLFM4", | |
| "CNO", | |
| "CEACAM8", | |
| "FAM48A", | |
| "HOOK3", | |
| "CTSB", | |
| "NCRNA00169", | |
| "USP6", | |
| "CYP4A22", | |
| "SEMA3C", | |
| "TEX12", | |
| "ZNF488", | |
| "C12orf4", | |
| "C4orf52", | |
| "OR10H1", | |
| "C1QL1", | |
| "SNAPC5", | |
| "ZNF26", | |
| "CCL11", | |
| "RPH3A", | |
| "COPB1", | |
| "TSC22D1", | |
| "OR51Q1", | |
| "CD24", | |
| "FOXL1", | |
| "FAM50A", | |
| "MEP1B", | |
| "LOC255167", | |
| "C18orf10", | |
| "TMEM209", | |
| "SLC35B4", | |
| "ELF1", | |
| "LOC151658", | |
| "OR9A4", | |
| "ST8SIA3", | |
| "GREB1L", | |
| "KGFLP1", | |
| "AIMP2", | |
| "MMGT1", | |
| "UTP6", | |
| "ARSA", | |
| "C11orf75", | |
| "NAALAD2", | |
| "FBXL12", | |
| "LOC340508", | |
| "SDC4P", | |
| "C1orf141", | |
| "C12orf59", | |
| "C2orf74", | |
| "TMEM196", | |
| "HMGN1", | |
| "MAD2L1BP", | |
| "C11orf87", | |
| "LOC643486", | |
| "PCDHA2", | |
| "FGFRL1", | |
| "OR10A2", | |
| "CXADRP3", | |
| "OR4N2", | |
| "FAM66E", | |
| "PPP4R1", | |
| "GALNT4", | |
| "ZP2", | |
| "CHGB", | |
| "C9orf144", | |
| "LOC654342", | |
| "COL6A1", | |
| "SPATA22", | |
| "ASB2", | |
| "GIPR", | |
| "TMEM89", | |
| "OR4N4", | |
| "SLC2A4RG", | |
| "LIPJ", | |
| "SLC17A8", | |
| "LOC285501", | |
| "UBB", | |
| "SH3TC2", | |
| "IGFBP6", | |
| "TNFRSF8", | |
| "TMEM205", | |
| "RUNDC3A", | |
| "ZNF469", | |
| "PTPLAD1", | |
| "HIST1H4C", | |
| "GAB4", | |
| "OR2C1", | |
| "BAGE2", | |
| "LRRC47", | |
| "SLC10A1", | |
| "C13orf39", | |
| "RTN2", | |
| "ASPH", | |
| "CDNF", | |
| "B3GALTL", | |
| "LBX2", | |
| "KRTAP20-4", | |
| "HERC2P4", | |
| "FAM84B", | |
| "TMEM186", | |
| "LBX1", | |
| "TSPAN16", | |
| "ZNF673", | |
| "CHRM1", | |
| "OGDH", | |
| "POU5F1B", | |
| "CFC1B", | |
| "MORC1", | |
| "DUSP21", | |
| "HIST1H3E", | |
| "EPB41L4B", | |
| "GOLGA1", | |
| "LRCH3", | |
| "A2BP1", | |
| "ASPN", | |
| "KBTBD5", | |
| "TSPO", | |
| "HLA-DQA1", | |
| "TRAPPC6A", | |
| "CLNS1A", | |
| "OR11H1", | |
| "GJA3", | |
| "DDX58", | |
| "GFRA3", | |
| "UBAP1", | |
| "C14orf70", | |
| "PRAMEF9", | |
| "STATH", | |
| "LOC650293", | |
| "PGLYRP2", | |
| "NAV2", | |
| "OR4M2", | |
| "MYH7", | |
| "TUBB2A", | |
| "PCYT1A", | |
| "GPR128", | |
| "HS3ST4", | |
| "KCNK13", | |
| "ANO8", | |
| "C19orf30", | |
| "KRTAP5-11", | |
| "PPP1R2", | |
| "SLC22A24" | |
| ], | |
| "Coefficient": [ | |
| -0.4282843606297177, | |
| -0.3878027666087034, | |
| -0.3830062379971959, | |
| 0.377973389509301, | |
| -0.37331984745264635, | |
| 0.3336640503194539, | |
| 0.2862900566805482, | |
| -0.27189748404774783, | |
| -0.2707214423072388, | |
| -0.25563044659864914, | |
| -0.2504050408781298, | |
| 0.24902351247701487, | |
| -0.2444719015945387, | |
| -0.24127830813628154, | |
| -0.23562110426717556, | |
| -0.22695569902828458, | |
| 0.22392923190731584, | |
| -0.2233090498697937, | |
| 0.21849786658023684, | |
| -0.21603955343302883, | |
| 0.21501659037583393, | |
| -0.21471072068782612, | |
| -0.20808153594484877, | |
| -0.20576936760914105, | |
| 0.20389099042502548, | |
| -0.20137127378842642, | |
| 0.1989894976039167, | |
| -0.19879795966980707, | |
| -0.1975525250992152, | |
| -0.1964220352666392, | |
| -0.1961224746736004, | |
| -0.19273130288549173, | |
| 0.19269213633212803, | |
| 0.1906737615147971, | |
| 0.1901760802633952, | |
| 0.1886375068547449, | |
| -0.1850112163402053, | |
| 0.18277326924591084, | |
| 0.1822717279845383, | |
| -0.18174869220241985, | |
| 0.180866304845046, | |
| -0.18084501598053232, | |
| 0.17546209900070575, | |
| -0.17436003983925724, | |
| 0.17429730073707828, | |
| 0.1731733193772798, | |
| -0.17297650335033946, | |
| -0.1726268072956057, | |
| -0.17146712175037981, | |
| -0.1709806998972573, | |
| -0.17044855935927333, | |
| -0.16931257865533358, | |
| 0.16864451600591931, | |
| -0.16801943069849345, | |
| 0.1637620860271557, | |
| -0.16169313195375523, | |
| 0.16104779316922785, | |
| 0.16048350759568406, | |
| -0.15865588093210492, | |
| -0.15698376935119254, | |
| -0.15622255077673972, | |
| -0.154658619312705, | |
| 0.15406037812958456, | |
| -0.15386790402688721, | |
| 0.1535885609762936, | |
| -0.15134206432791739, | |
| -0.14676797772176156, | |
| -0.14649872526149002, | |
| 0.14629058460700609, | |
| -0.14581578508774518, | |
| -0.145760252991427, | |
| -0.14346149413657, | |
| -0.14174363327228776, | |
| -0.14137171262786624, | |
| 0.13926507483421574, | |
| -0.13588206247266826, | |
| 0.1357645127750701, | |
| -0.13118988150443925, | |
| 0.13069561845378147, | |
| -0.12895930437345196, | |
| 0.12854739606160273, | |
| -0.12807283598791083, | |
| -0.12800781034369269, | |
| 0.1274144802964182, | |
| -0.12658677671387686, | |
| -0.1264782032869507, | |
| -0.12262400813978874, | |
| -0.121886743852213, | |
| -0.12181822791975062, | |
| -0.12064919708000021, | |
| 0.12021850048736396, | |
| 0.11851379791827957, | |
| -0.11792696662987413, | |
| -0.11752649596181494, | |
| -0.11717127697592791, | |
| -0.11411314901660082, | |
| -0.11268957942731578, | |
| -0.11246704113968094, | |
| -0.11244012953539304, | |
| 0.11159644079525416, | |
| -0.11153594518122242, | |
| 0.11152087839760315, | |
| 0.11102480942925126, | |
| -0.11084741865430407, | |
| 0.10951525113425584, | |
| -0.10932505292905455, | |
| 0.10916443062890839, | |
| 0.10903646886106948, | |
| -0.10861281619711599, | |
| -0.10830248159240485, | |
| 0.10807659482693772, | |
| 0.10805482307659198, | |
| -0.10794131869026315, | |
| 0.10706872329891856, | |
| -0.10668863123806509, | |
| 0.1063648382581523, | |
| 0.10615845229137441, | |
| 0.10556816538178553, | |
| 0.10507442134461907, | |
| 0.10461927841659328, | |
| 0.10421512214248939, | |
| 0.10419952813758886, | |
| 0.10397253483083685, | |
| -0.10258218257671153, | |
| 0.10118991374683119, | |
| 0.10091667086631818, | |
| 0.10083896771862753, | |
| -0.10059172273642977, | |
| 0.09964124236454916, | |
| 0.09899575375342008, | |
| 0.09899115209345222, | |
| 0.09878156226817186, | |
| 0.09863562645935592, | |
| -0.09851923193021314, | |
| -0.09840406356571, | |
| -0.09811984732302818, | |
| -0.0973295136170494, | |
| -0.09702408098795591, | |
| 0.0963598399227133, | |
| -0.09574403237584143, | |
| -0.09546083128157692, | |
| -0.0947683422122461, | |
| 0.09441345531148948, | |
| -0.09401100044523479, | |
| -0.09208139130427691, | |
| -0.09082457342709727, | |
| -0.0902328645807882, | |
| -0.09003216462988889, | |
| 0.08936000645209388, | |
| 0.08933076902080592, | |
| 0.08786877028180007, | |
| 0.08745027283163033, | |
| -0.08681382177540199, | |
| 0.08670676109926895, | |
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| -9.571908784790542e-05 | |
| ], | |
| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 99.81818181818183, | |
| "precision": 100.0, | |
| "recall": 99.79797979797979, | |
| "f1": 99.89847715736042 | |
| }, | |
| "selection": { | |
| "precision": 0.5584810031415544, | |
| "recall": 2.4489795918367347, | |
| "f1": 0.9094314060992922, | |
| "jaccard": 0.45703513734677104 | |
| } | |
| } | |
| } |