| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "UPF0639", | |
| "CXCL11", | |
| "C1orf163", | |
| "LCE1A", | |
| "EEF1DP3", | |
| "ADORA2B", | |
| "AKR1B15", | |
| "ASPRV1", | |
| "RAB9BP1", | |
| "CLCNKB", | |
| "MSLNL", | |
| "IL29", | |
| "CBWD5", | |
| "RSAD2", | |
| "LOC400696", | |
| "ACTL9", | |
| "ZSCAN12P1", | |
| "OR2T34", | |
| "PCDHGB7", | |
| "SPACA3", | |
| "SPAG11B", | |
| "TBX22", | |
| "LINGO4", | |
| "PHF7", | |
| "GRPEL1", | |
| "FETUB", | |
| "LOC127841", | |
| "LOC348021", | |
| "PSG6", | |
| "PPIAL4G", | |
| "PCDHA11", | |
| "OCLM", | |
| "LOC729799", | |
| "NANOG", | |
| "APOC1P1", | |
| "OR2T10", | |
| "BSPH1", | |
| "CCDC79", | |
| "FBXW12", | |
| "NHEDC2", | |
| "PLA2G4D", | |
| "CTSW", | |
| "C2orf61", | |
| "WNT5B", | |
| "C9orf70", | |
| "LOC728024", | |
| "OR4C45", | |
| "IDO2", | |
| "FAM83C", | |
| "C15orf51", | |
| "C21orf29", | |
| "OR9A2", | |
| "NINL", | |
| "EIF3M", | |
| "NR5A2", | |
| "RPSAP9", | |
| "COBLL1", | |
| "LOC645166", | |
| "USP17L2", | |
| "MYO3A", | |
| "OR5H2", | |
| "CYP1A1", | |
| "DSG3", | |
| "TRIML1", | |
| "C4orf17", | |
| "AGTR2", | |
| "TAT", | |
| "PIGX", | |
| "CNBD1", | |
| "OR4F6", | |
| "TSHB", | |
| "FKBP1AP1", | |
| "DEFB129", | |
| "OR51G2", | |
| "ZNF280D", | |
| "DKFZp566F0947", | |
| "DDX11", | |
| "BRS3", | |
| "PTCHD3", | |
| "EFCAB3", | |
| "C17orf50", | |
| "LOC283332", | |
| "LCT", | |
| "TNS4", | |
| "CLRN2", | |
| "SLC5A5", | |
| "DISC2", | |
| "SIM2", | |
| "PCDHGB4", | |
| "LOC255025", | |
| "TNK1", | |
| "LOC121838", | |
| "FGF10", | |
| "MYH4", | |
| "L3MBTL4", | |
| "GALC", | |
| "CCDC74A", | |
| "RNASE12", | |
| "FBXO48", | |
| "MCOLN3", | |
| "WISP3", | |
| "TTC22", | |
| "SNORA69", | |
| "KRTAP10-3", | |
| "OTC", | |
| "LOC100144603", | |
| "FAM118A", | |
| "FAM83E", | |
| "TTTY23", | |
| "XAGE2", | |
| "C12orf54", | |
| "FAM26D", | |
| "OR4S2", | |
| "C3orf50", | |
| "LOC202181", | |
| "GGT3P", | |
| "PPIAL4B", | |
| "OR6W1P", | |
| "SDCBP2", | |
| "C1QTNF7", | |
| "CTNNB1", | |
| "CHRNG", | |
| "C19orf41", | |
| "XPNPEP3", | |
| "FLJ13224", | |
| "LIPJ", | |
| "CYP2A7", | |
| "CRNN", | |
| "GMCL1L", | |
| "KIR3DL2", | |
| "C1orf87", | |
| "KIF25", | |
| "ARHGAP31", | |
| "OR51B2", | |
| "RWDD2B", | |
| "FIBIN", | |
| "UGT2B11", | |
| "OR5K1", | |
| "GPR88", | |
| "TMCO6", | |
| "LOC678655", | |
| "TMEM211", | |
| "LETMD1", | |
| "DNTT", | |
| "CUZD1", | |
| "KCP", | |
| "IL1F6", | |
| "ODF3L1", | |
| "MC3R", | |
| "LOC154449", | |
| "CAPN11", | |
| "CSN2", | |
| "NPHS2", | |
| "ADAMTSL1", | |
| "C12orf71", | |
| "SNAR-E", | |
| "SIGLEC11", | |
| "SPATA5L1", | |
| "ZNF672", | |
| "TAS2R9", | |
| "ZIM2", | |
| "C8orf33", | |
| "C3orf79", | |
| "LRRC31", | |
| "HTR3C", | |
| "PRDM14", | |
| "CAPN9", | |
| "C2orf27B", | |
| "GATA2", | |
| "MRI1", | |
| "OVCH1", | |
| "NR2E3", | |
| "LOC100190940", | |
| "OR13C2", | |
| "KRTAP6-1", | |
| "SPDYE5", | |
| "OR2T29", | |
| "ANKRD2", | |
| "LANCL2", | |
| "HYOU1", | |
| "C21orf99", | |
| "OR6C1", | |
| "FGF16", | |
| "C2orf89", | |
| "TDGF3", | |
| "C8G", | |
| "C14orf182", | |
| "DMRTC1", | |
| "LRTM1", | |
| "CAPZA3", | |
| "HPYR1", | |
| "PPARD", | |
| "XAGE3", | |
| "C16orf78", | |
| "PCDHGB2", | |
| "GCG", | |
| "UBTFL1", | |
| "SCGB3A2", | |
| "PCDHB2", | |
| "BCL2L10", | |
| "SLC10A5", | |
| "PDZK1P1", | |
| "DEFB134", | |
| "PSG8", | |
| "STX17", | |
| "RP1L1", | |
| "ALPPL2", | |
| "PFN3", | |
| "MRGPRX2", | |
| "USP3", | |
| "LOC442459", | |
| "HESRG", | |
| "MYO1A", | |
| "LOC285194", | |
| "SPRR2F", | |
| "HGD", | |
| "LOC285370", | |
| "PRR25", | |
| "LMOD3", | |
| "DCAF12L2", | |
| "PCDHA10", | |
| "SERPINA12", | |
| "HYDIN", | |
| "MFAP5", | |
| "BARHL1", | |
| "FAM58B", | |
| "LECT1", | |
| "CDK15", | |
| "PCDHGB5", | |
| "PRSS42", | |
| "SOHLH2", | |
| "FAM27L", | |
| "TBX6", | |
| "PATE1", | |
| "RPA4", | |
| "MCCD1", | |
| "RPL23AP53", | |
| "KRTAP10-6", | |
| "OR4Q3", | |
| "PRAMEF1", | |
| "OR1E2", | |
| "ZNF189", | |
| "AQP7P1", | |
| "GJB7", | |
| "GCNT3", | |
| "N6AMT1", | |
| "KRT79", | |
| "POF1B", | |
| "C1orf49", | |
| "LRRC14B", | |
| "IL28B", | |
| "LEP", | |
| "NCKAP5", | |
| "SLC5A2", | |
| "SLC22A7", | |
| "OR5P3", | |
| "FOLH1B", | |
| "TRPA1", | |
| "IL13RA2", | |
| "LOC729156", | |
| "STON1-GTF2A1L", | |
| "C9orf84", | |
| "LOC221122", | |
| "FBXL14", | |
| "N6AMT2", | |
| "SNORA19", | |
| "SERHL2", | |
| "ZNF679", | |
| "DUSP13", | |
| "LCE1C", | |
| "LOC100133957", | |
| "FLJ45445", | |
| "DEFB123", | |
| "DEFB109P1", | |
| "SIPA1L2", | |
| "PPIAL4D", | |
| "MLEC", | |
| "ACTRT2", | |
| "OR2K2", | |
| "PRR15L", | |
| "MRGPRX3", | |
| "OR10G4", | |
| "CHIA", | |
| "CISH", | |
| "PLAA", | |
| "DEC1", | |
| "MAGEA2", | |
| "OR2A12", | |
| "KRT35", | |
| "ADAD1", | |
| "TMEM207", | |
| "LOC440925", | |
| "B3GNT6", | |
| "FAM22F", | |
| "TRPM5", | |
| "SPANXN4", | |
| "LOC723972", | |
| "UGT2B4", | |
| "MRGPRX4", | |
| "FOXD1", | |
| "FAM184B", | |
| "EMCN", | |
| "BCL2L13", | |
| "GP5", | |
| "NOX1", | |
| "OR4D11", | |
| "PIP", | |
| "CST4", | |
| "OPN5", | |
| "GPX6", | |
| "?|442388", | |
| "PLA2G2C", | |
| "COL20A1", | |
| "PBOV1", | |
| "DNAJB7", | |
| "LHX8", | |
| "LIPI", | |
| "OR10G2", | |
| "LCE2D", | |
| "KRTAP12-3", | |
| "GABRP", | |
| "NCCRP1", | |
| "VSX2", | |
| "MGC34034", | |
| "C13orf35", | |
| "IRAK1BP1", | |
| "FAM75A6", | |
| "GOLGA2P3", | |
| "SLC22A8", | |
| "OR2AG1", | |
| "C7orf40", | |
| "TUBAL3", | |
| "GLT6D1", | |
| "LOC285735", | |
| "C1orf227", | |
| "ABCF3", | |
| "GPX2", | |
| "ZDBF2", | |
| "IGDCC4", | |
| "LRRC7", | |
| "RNASE13", | |
| "ST6GALNAC2", | |
| "FCGR3B", | |
| "F2R", | |
| "LOC340357", | |
| "TRIM42", | |
| "TNFSF13B", | |
| "SUMO1P1", | |
| "SEPT12", | |
| "SNORA56", | |
| "POU5F1", | |
| "ASCL3", | |
| "NXF2", | |
| "OR5B3", | |
| "POTEB", | |
| "ZNF167", | |
| "OR7E156P", | |
| "AOX2P", | |
| "SLC38A1", | |
| "OR7G1", | |
| "MRPL42P5", | |
| "KRTAP8-1", | |
| "OR1S1", | |
| "POU1F1", | |
| "PWRN1", | |
| "CSPG4PY2", | |
| "FAT2", | |
| "CCDC125", | |
| "FAM157B", | |
| "ADIPOQ", | |
| "OR11H6", | |
| "MGC29506", | |
| "PRM3", | |
| "CAPN8", | |
| "FSCB", | |
| "C10orf71", | |
| "ZNF658", | |
| "GPR119", | |
| "SHOX", | |
| "OR2B11", | |
| "GBX1", | |
| "TMPRSS11BNL", | |
| "OR11L1", | |
| "SULT1C3", | |
| "MYH1", | |
| "UGT2A1", | |
| "MOSC1", | |
| "C11orf42", | |
| "BLOC1S1", | |
| "ARHGEF35", | |
| "PRO0628", | |
| "PLEKHH2", | |
| "IL9", | |
| "DIO3OS", | |
| "C16orf58", | |
| "MYO1H", | |
| "ZPBP", | |
| "KLK2", | |
| "MAGEA11", | |
| "UGT1A8", | |
| "IKZF4", | |
| "HHLA1", | |
| "KIR2DL4", | |
| "BMX", | |
| "OR52D1", | |
| "C4orf39", | |
| "PF4", | |
| "OR5H6", | |
| "DEFB115", | |
| "DEFB4A", | |
| "GCM2", | |
| "VPS45", | |
| "CBWD6", | |
| "OR5M8", | |
| "GALR2", | |
| "OR5T1", | |
| "ARID3C", | |
| "C6orf25", | |
| "HDDC3", | |
| "HMGB3L1", | |
| "LOC100128023", | |
| "OCM2", | |
| "MYL1", | |
| "LTK", | |
| "MLN", | |
| "ATG12", | |
| "FLJ33360", | |
| "DAZ1", | |
| "DSPP", | |
| "SEBOX", | |
| "TACR3", | |
| "MT1DP", | |
| "PRB4", | |
| "SLC22A3", | |
| "ESYT2", | |
| "ADAM2", | |
| "C16orf11", | |
| "CALHM3", | |
| "FAM169B", | |
| "PCK2", | |
| "OR2AE1", | |
| "SNORA66", | |
| "EDDM3B", | |
| "PCDHB8", | |
| "OR2B3", | |
| "DIO3", | |
| "LOC253039", | |
| "GFRAL", | |
| "RIOK2", | |
| "HAS1", | |
| "TMEM68", | |
| "LOC150197", | |
| "CD300LD", | |
| "TMC3", | |
| "LCE6A", | |
| "PKD2L1", | |
| "OXCT1", | |
| "TBX21", | |
| "PSG9", | |
| "CCDC158", | |
| "CYP4Z1", | |
| "REXO1L1", | |
| "GAGE8", | |
| "FOXD4L3", | |
| "PCDHA1", | |
| "PROP1", | |
| "AMPD1", | |
| "OR2M5", | |
| "OR9Q1", | |
| "HIST1H2BG", | |
| "C20orf71", | |
| "PERP", | |
| "TREML4", | |
| "NCRNA00203", | |
| "ME2", | |
| "TSPYL5", | |
| "NFATC4", | |
| "ASAH2B", | |
| "PRPSAP1", | |
| "ADH7", | |
| "VPREB1", | |
| "OR1N2", | |
| "RBMXL2", | |
| "PAPOLB", | |
| "TRIM55", | |
| "IFFO1", | |
| "FAM154A", | |
| "TMEM27", | |
| "C11orf94", | |
| "ERAS", | |
| "RTTN", | |
| "AMAC1L3", | |
| "SCFD2", | |
| "TMEM95", | |
| "SNORA81", | |
| "PGBD2", | |
| "ANKRD7", | |
| "ZNF556", | |
| "ZNF132", | |
| "LOC286094", | |
| "BDH1", | |
| "TSLP", | |
| "KRTAP13-2", | |
| "HEATR7B2", | |
| "NSA2", | |
| "OTOL1", | |
| "OR3A1", | |
| "KRTAP5-4", | |
| "TTLL8", | |
| "OR4F17", | |
| "SULT6B1", | |
| "C20orf152", | |
| "IGF2AS", | |
| "IL26", | |
| "P2RX6P", | |
| "FLJ39609", | |
| "FTHL17", | |
| "PRAMEF10", | |
| "KLK12", | |
| "PSMD2", | |
| "OR13J1", | |
| "REL", | |
| "DNAJB3", | |
| "POU2F3", | |
| "PARD6G", | |
| "PLA2G4F", | |
| "IQCF2", | |
| "GUCY2E", | |
| "RAX", | |
| "CBWD3", | |
| "ATP1B4", | |
| "PRB3", | |
| "TAAR5", | |
| "OR10H3", | |
| "C1orf150", | |
| "GML", | |
| "POMZP3", | |
| "CXCR4", | |
| "FAM9B", | |
| "DVWA", | |
| "OR5D14", | |
| "C2CD4B", | |
| "PAQR7", | |
| "PRAMEF11", | |
| "TAF8", | |
| "SV2C", | |
| "KRTAP10-11", | |
| "FAM47A", | |
| "TTTY7", | |
| "TIE1", | |
| "SCARNA4", | |
| "C14orf68", | |
| "GOLGA6A", | |
| "BPHL", | |
| "OASL", | |
| "ZCCHC16", | |
| "C17orf86", | |
| "CPA5", | |
| "NHSL1", | |
| "PRG1", | |
| "PMS2L5", | |
| "GIF", | |
| "OR10A4", | |
| "KY", | |
| "SLC5A9", | |
| "LBP", | |
| "CTAGE9", | |
| "LOC152024", | |
| "ABO", | |
| "TRIM53", | |
| "CELA2B", | |
| "POM121L12", | |
| "KRT28", | |
| "TFDP3", | |
| "KRT38", | |
| "NHEG1", | |
| "LOC388946", | |
| "PRO1768", | |
| "C3orf27", | |
| "C9orf82", | |
| "FAM170A", | |
| "FUNDC1", | |
| "PRDX1", | |
| "IRS4", | |
| "OR51T1", | |
| "OR14A16", | |
| "C19orf46", | |
| "RIPPLY1", | |
| "FAM183B", | |
| "ME3", | |
| "KLHL12", | |
| "LOC650368", | |
| "SCGB1D1", | |
| "ACTRT1", | |
| "TRIM27", | |
| "C3orf24", | |
| "FBN2", | |
| "STARD6", | |
| "USP17", | |
| "OR10A5", | |
| "DHRS1", | |
| "CXCL17", | |
| "MLPH", | |
| "MOGAT2", | |
| "SEMG1", | |
| "MBD3L2", | |
| "SLC10A1", | |
| "ACER1", | |
| "CYP11B2", | |
| "PDZD3", | |
| "LRRC30", | |
| "RFPL1", | |
| "WFDC10B", | |
| "OR2L3", | |
| "LOC149620", | |
| "MCART3P", | |
| "OR8K3", | |
| "LCE3D", | |
| "TUFT1", | |
| "ADAM6", | |
| "RAG2", | |
| "C11orf34", | |
| "SLC23A1", | |
| "ZNF154", | |
| "NPPC", | |
| "SNORA77", | |
| "C1QTNF8", | |
| "TMEM8C", | |
| "KRTAP10-2", | |
| "TARM1", | |
| "SEMA3G", | |
| "LOC400794", | |
| "CYP11B1", | |
| "CGB2", | |
| "CPZ", | |
| "TCF15", | |
| "TMOD4", | |
| "SLITRK3", | |
| "PPY", | |
| "OR10G9", | |
| "NCRNA00111", | |
| "PIP5K1P1", | |
| "IFNA5", | |
| "PABPC1P2", | |
| "OR6B3" | |
| ], | |
| "Coefficient": [ | |
| -0.22417618558162336, | |
| 0.19016537855220492, | |
| -0.1851188163436353, | |
| 0.17834546861641054, | |
| 0.17802322699602588, | |
| 0.15741228657901643, | |
| -0.15350612445224165, | |
| -0.1489374787393739, | |
| 0.1418825565708705, | |
| 0.13490449657178288, | |
| 0.13138108394490725, | |
| 0.1243479613451299, | |
| 0.1208346673015084, | |
| 0.12069900220875174, | |
| 0.11596363005546166, | |
| 0.11293469439008508, | |
| -0.11159105599503431, | |
| -0.11083692035306855, | |
| 0.11040086225898299, | |
| 0.10772592459485693, | |
| 0.10679847461197485, | |
| -0.10588656433019537, | |
| -0.10584343544894914, | |
| -0.10351426690414477, | |
| 0.10133630340677009, | |
| -0.09989253660022536, | |
| 0.09856150482390603, | |
| 0.098515683224333, | |
| -0.09788618724961864, | |
| 0.09660469405541376, | |
| -0.09624104516466557, | |
| -0.09406969492994335, | |
| -0.09405510421353339, | |
| 0.09393628686665492, | |
| -0.09368362691598395, | |
| 0.09176261060395954, | |
| 0.09052129766633349, | |
| -0.0886752489452054, | |
| -0.08828983775117247, | |
| 0.08616676111496863, | |
| -0.08563984900984828, | |
| -0.08451542501316657, | |
| 0.0840679583920622, | |
| 0.08405451983540875, | |
| 0.08399907163873725, | |
| -0.08375796492562819, | |
| 0.08288871800254688, | |
| -0.08251221897514556, | |
| 0.08236706897650219, | |
| -0.08193704209855301, | |
| 0.08146767520031623, | |
| -0.08096385699916074, | |
| 0.08095495091352245, | |
| -0.08093563716232949, | |
| 0.08079630191163417, | |
| -0.08064410923754134, | |
| 0.07985614656936205, | |
| 0.07956818450753184, | |
| -0.07891066413615, | |
| 0.07836461495851449, | |
| 0.07815096530287739, | |
| -0.07603673540725961, | |
| 0.07599697151488194, | |
| 0.07571422443495084, | |
| 0.07524823500349781, | |
| 0.07462937406313211, | |
| -0.07413519319862732, | |
| -0.07377531986369688, | |
| -0.07354484241235296, | |
| -0.07270514563228304, | |
| 0.07237950246697245, | |
| 0.0713982547628247, | |
| -0.07130706805767263, | |
| -0.07126510684067519, | |
| 0.0709883089487005, | |
| -0.07047256682028004, | |
| -0.07027315322715101, | |
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| -0.00010602957035677117, | |
| -4.630508085464369e-05, | |
| 2.4105647792537094e-05 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.22417618558162336, | |
| 0.19016537855220492, | |
| 0.1851188163436353, | |
| 0.17834546861641054, | |
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| 0.09788618724961864, | |
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| 0.09624104516466557, | |
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| 0.09393628686665492, | |
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| 0.09176261060395954, | |
| 0.09052129766633349, | |
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| 0.08616676111496863, | |
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| 0.08236706897650219, | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 100.0, | |
| "precision": 100.0, | |
| "recall": 100.0, | |
| "f1": 100.0 | |
| }, | |
| "selection": { | |
| "precision": 0.41887783479841645, | |
| "recall": 1.1702127659574466, | |
| "f1": 0.6168920770269217, | |
| "jaccard": 0.30943303512110315 | |
| } | |
| } | |
| } |