| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "UGT2B11", | |
| "ADORA2B", | |
| "TRIML1", | |
| "CXCL11", | |
| "UPF0639", | |
| "OR2Z1", | |
| "USP17L2", | |
| "MYO1A", | |
| "TMEM211", | |
| "GSTM3", | |
| "N6AMT2", | |
| "PPIAL4B", | |
| "LCE1A", | |
| "RNF148", | |
| "SCTR", | |
| "CBWD5", | |
| "OR8U1", | |
| "CLRN2", | |
| "FOXD4L5", | |
| "OVCH1", | |
| "NXF2", | |
| "COL6A4P2", | |
| "SEMA5A", | |
| "SPO11", | |
| "ACHE", | |
| "XAGE2", | |
| "C14orf70", | |
| "NTSR1", | |
| "MT4", | |
| "KRTAP6-1", | |
| "GPR20", | |
| "LIN28A", | |
| "IVNS1ABP", | |
| "FBXO48", | |
| "NUP210", | |
| "GPR89B", | |
| "TMOD4", | |
| "OR51B2", | |
| "IL28B", | |
| "TBX22", | |
| "HUS1B", | |
| "HIST3H3", | |
| "MSLNL", | |
| "FLJ40434", | |
| "CXorf48", | |
| "RHOXF2B", | |
| "SLC38A1", | |
| "PERP", | |
| "CRNN", | |
| "PTCHD3", | |
| "AOX2P", | |
| "OR56B1", | |
| "BEND2", | |
| "FAM71C", | |
| "FAM75A6", | |
| "C3orf50", | |
| "TBC1D28", | |
| "CD300LG", | |
| "DHRS7C", | |
| "NCRNA00189", | |
| "TMIGD1", | |
| "KLK4", | |
| "DMD", | |
| "SMR3A", | |
| "GMCL1L", | |
| "RAB9BP1", | |
| "SILV", | |
| "MRAP", | |
| "POU4F2", | |
| "GJB7", | |
| "PPP1R3A", | |
| "HLA-DQB1", | |
| "OR7E37P", | |
| "ZNF823", | |
| "ANKRD31", | |
| "KCNAB3", | |
| "GCNT3", | |
| "C21orf29", | |
| "RAG2", | |
| "OR11L1", | |
| "NCRNA00111", | |
| "CLUL1", | |
| "OXTR", | |
| "PCDHB5", | |
| "IVL", | |
| "HESRG", | |
| "TRIM55", | |
| "USP17L6P", | |
| "LOC100134868", | |
| "FAM131C", | |
| "IGF2AS", | |
| "ATP13A5", | |
| "OR2M5", | |
| "C9orf71", | |
| "CLRN1OS", | |
| "CALCR", | |
| "LOC389705", | |
| "KLHDC8B", | |
| "PDZD9", | |
| "OR10K1", | |
| "MYF5", | |
| "DKFZp566F0947", | |
| "INSL4", | |
| "OR10G8", | |
| "LOC642587", | |
| "BMX", | |
| "LOC100240735", | |
| "MYC", | |
| "WISP3", | |
| "DSG1", | |
| "CPA5", | |
| "LOC254312", | |
| "CCDC74A", | |
| "CST9", | |
| "C20orf135", | |
| "NCCRP1", | |
| "LOC154449", | |
| "ADAMTS16", | |
| "KRTDAP", | |
| "PRPS1L1", | |
| "C14orf162", | |
| "LOC400696", | |
| "SNORA69", | |
| "PDE6C", | |
| "OR13D1", | |
| "OR2T33", | |
| "ZFP90", | |
| "LRRC7", | |
| "HSPB9", | |
| "SPATA1", | |
| "C17orf73", | |
| "TAS2R43", | |
| "?|391714", | |
| "C5orf52", | |
| "OR4M1", | |
| "IFNW1", | |
| "ADAM2", | |
| "PCNAP1", | |
| "IFNE", | |
| "GJA8", | |
| "SERPINA13", | |
| "GTF2A1L", | |
| "UCP1", | |
| "OR2D3", | |
| "HIST1H4J", | |
| "FBXL14", | |
| "KRTAP9-9", | |
| "EN2", | |
| "GML", | |
| "DEFB135", | |
| "PCDHA5", | |
| "GPR88", | |
| "CAPN9", | |
| "ACTRT1", | |
| "LCE2D", | |
| "OR13J1", | |
| "NFATC4", | |
| "PRR25", | |
| "TRPV4", | |
| "CREB3L3", | |
| "OR10G4", | |
| "SDCBP2", | |
| "BRS3", | |
| "LHX8", | |
| "TMC5", | |
| "SPRR2B", | |
| "C21orf99", | |
| "IFNG", | |
| "DLX3", | |
| "C3orf43", | |
| "FGF8", | |
| "BDH1", | |
| "BASE", | |
| "C3orf27", | |
| "OR4C11", | |
| "MAFF", | |
| "ZNF334", | |
| "KRTAP10-1", | |
| "MRGPRX3", | |
| "ALOX15", | |
| "OR10G7", | |
| "SNORA16B", | |
| "C1orf189", | |
| "ABO", | |
| "LOC100271722", | |
| "BSPH1", | |
| "GABRE", | |
| "GDF6", | |
| "GAL3ST2", | |
| "MIOX", | |
| "C12orf71", | |
| "ALDH1A1", | |
| "KLK12", | |
| "SPATA22", | |
| "DHRS1", | |
| "PCDHGB7", | |
| "DNTT", | |
| "ACTL7A", | |
| "LRTM1", | |
| "UGT1A9", | |
| "MYBPC3", | |
| "SLC45A2", | |
| "GPR112", | |
| "PAGE2B", | |
| "PSMD5", | |
| "STAG3L1", | |
| "TSPYL5", | |
| "SUPT3H", | |
| "OR4C3", | |
| "NHEG1", | |
| "HTR3E", | |
| "GPX6", | |
| "BPY2", | |
| "AVPR2", | |
| "LOC727924", | |
| "ID1", | |
| "?|442388", | |
| "KRTAP5-4", | |
| "OR1L1", | |
| "LOC494141", | |
| "KRT2", | |
| "LOC440905", | |
| "MYPN", | |
| "CST8", | |
| "SPRR2C", | |
| "MFAP5", | |
| "TMCO2", | |
| "PATE1", | |
| "QRFPR", | |
| "C16orf78", | |
| "LOC388588", | |
| "RLN2", | |
| "SCEL", | |
| "SEBOX", | |
| "MYH16", | |
| "TCL1A", | |
| "C9orf70", | |
| "CELA1", | |
| "OR14C36", | |
| "IFITM5", | |
| "FRG1B", | |
| "OR10T2", | |
| "NXNL2", | |
| "LOC388796", | |
| "TDRD10", | |
| "GGNBP1", | |
| "OPN5", | |
| "RHD", | |
| "KRTAP19-1", | |
| "TNNI1", | |
| "PTH", | |
| "MRPL41", | |
| "KLK8", | |
| "LOC340357", | |
| "TSPY1", | |
| "C12orf54", | |
| "AURKC", | |
| "PPIAL4G", | |
| "IL5", | |
| "TUSC3", | |
| "LOC285370", | |
| "MICALCL", | |
| "NMBR", | |
| "TMEM189-UBE2V1", | |
| "TTLL8", | |
| "RHCE", | |
| "ITGB1BP2", | |
| "RAD21L1", | |
| "ALX4", | |
| "GMDS", | |
| "SLC7A3", | |
| "HSPB6", | |
| "LECT2", | |
| "DEFB131", | |
| "TAS2R9", | |
| "LCE2B", | |
| "CNBD1", | |
| "VGLL1", | |
| "P2RY4", | |
| "C11orf94", | |
| "C9orf150", | |
| "LPAR4", | |
| "SNORA19", | |
| "OR13C9", | |
| "IGSF5", | |
| "OR6C6", | |
| "IKBKAP", | |
| "MRGPRX4", | |
| "GPBAR1", | |
| "SNHG4", | |
| "WFDC10B", | |
| "SPIC", | |
| "C18orf62", | |
| "PCDHA13", | |
| "RGSL1", | |
| "DEFB115", | |
| "BMP8B", | |
| "LUZP4", | |
| "CDK15", | |
| "GRHL1", | |
| "MAGEA2", | |
| "BAAT", | |
| "PCSK9", | |
| "NBPF7", | |
| "INS", | |
| "SCARNA14", | |
| "NXF5", | |
| "WASH2P", | |
| "KRTAP4-3", | |
| "NOMO2", | |
| "OR4S2", | |
| "UBTFL1", | |
| "RGL4", | |
| "SPEM1", | |
| "CCDC158", | |
| "UGT1A8", | |
| "NKX3-2", | |
| "CYP3A7", | |
| "MRGPRX1", | |
| "LOC388428", | |
| "RGS21", | |
| "C21orf54", | |
| "LMAN1L", | |
| "PRAMEF1", | |
| "FCRL3", | |
| "OR10H2", | |
| "ZAN", | |
| "FIGLA", | |
| "SNORA3", | |
| "CYP3A4", | |
| "FGF10", | |
| "TM4SF20", | |
| "ATP6V0A4", | |
| "ACCN5", | |
| "DEFB110", | |
| "DPRXP4", | |
| "LOC127841", | |
| "LOC645166", | |
| "CA8", | |
| "C2orf57", | |
| "OR2T8", | |
| "RASA4", | |
| "TRIM49", | |
| "KRT82", | |
| "TRIM77", | |
| "STAG3L2", | |
| "KRTAP21-2", | |
| "CPN1", | |
| "STX19", | |
| "OR5M3", | |
| "GAPDHS", | |
| "TFAP2A", | |
| "OR1D2", | |
| "DMP1", | |
| "FGF5", | |
| "LOC100129055", | |
| "MAGEB18", | |
| "LOC150527", | |
| "C17orf47", | |
| "HSD3B1", | |
| "KCNN4", | |
| "AKAP4", | |
| "SPACA3", | |
| "DUOXA2", | |
| "KLF1", | |
| "SEC1", | |
| "TRIM6", | |
| "MBD3L5", | |
| "TNIP3", | |
| "CYP4Z2P", | |
| "CLEC4M", | |
| "SNORA58", | |
| "C20orf3", | |
| "CCDC116", | |
| "TEX19", | |
| "IGFL1", | |
| "ASB4", | |
| "LOC731789", | |
| "CCRL1", | |
| "ZCCHC13", | |
| "OLFML2B", | |
| "IRS4", | |
| "APOB", | |
| "ADH6", | |
| "OR52B2", | |
| "IFNK", | |
| "ERO1LB", | |
| "C10orf131", | |
| "AGPHD1", | |
| "LOC728024", | |
| "PCDHA7", | |
| "SPANXN4", | |
| "GOLGA6D", | |
| "RAB19", | |
| "C10orf71", | |
| "GPR115", | |
| "OR4P4", | |
| "ABCG5", | |
| "PLA2G2C", | |
| "TTTY9B", | |
| "OR2T27", | |
| "OR8D1", | |
| "MOGAT1", | |
| "SPDYE7P", | |
| "OR8A1", | |
| "MRS2P2", | |
| "PCDHB8", | |
| "AMBN", | |
| "LOH12CR1", | |
| "GPRASP2", | |
| "OR2A14", | |
| "REP15", | |
| "C1orf163", | |
| "WBSCR27", | |
| "PRDX1", | |
| "DNAJC25-GNG10", | |
| "LOC728190", | |
| "HEATR6", | |
| "OR4D2", | |
| "TNK1", | |
| "ZNF718", | |
| "LOC374491", | |
| "CAPN11", | |
| "C14orf115", | |
| "OR10AG1", | |
| "KIF2B", | |
| "GAGE10", | |
| "FLG2", | |
| "RAB40AL", | |
| "TTTY5", | |
| "AMHR2", | |
| "DSC2", | |
| "C17orf50", | |
| "NANOG", | |
| "C14orf184", | |
| "MREG", | |
| "PASK", | |
| "CCT6A", | |
| "C11orf42", | |
| "LOC150197", | |
| "FAM83A", | |
| "KRT14", | |
| "LOC100128573", | |
| "IGFL2", | |
| "RBMY2FP", | |
| "TPSD1", | |
| "PPARD", | |
| "GPD1L", | |
| "OR10A6", | |
| "LOC100101938", | |
| "FOLH1B", | |
| "GUCY2E", | |
| "CNR2", | |
| "TRPM1", | |
| "LGALS13", | |
| "GDF2", | |
| "APOC1P1", | |
| "MLEC", | |
| "MLANA", | |
| "C18orf18", | |
| "OR52K2", | |
| "KRT34", | |
| "DMRTC2", | |
| "BLM", | |
| "SPINK2", | |
| "TSPY2", | |
| "BTNL2", | |
| "APOL4", | |
| "XAGE5", | |
| "TUBAL3", | |
| "OR8K1", | |
| "MS4A15", | |
| "ZFP161", | |
| "WFDC9", | |
| "SCARNA15", | |
| "OR1N2", | |
| "BPIL3", | |
| "PPAPDC3", | |
| "OR10J5", | |
| "BTBD11", | |
| "HSF5", | |
| "TMEM45B", | |
| "DSG3", | |
| "UPK3A", | |
| "CIB3", | |
| "ENTPD8", | |
| "GATSL2", | |
| "HDDC3", | |
| "OR5M8", | |
| "ACP6", | |
| "MMP23A", | |
| "TOP3A", | |
| "CUZD1", | |
| "C12orf50", | |
| "CRISP1", | |
| "KCNG1", | |
| "SPAG11B", | |
| "VPS45", | |
| "NLRP9", | |
| "TTC24", | |
| "TPRX1", | |
| "DLK1", | |
| "?|729884", | |
| "SFTPA1", | |
| "C8orf71", | |
| "C20orf200", | |
| "LOC402644", | |
| "FGF7", | |
| "FAM170B", | |
| "CSRP2BP", | |
| "FAM154A", | |
| "RPLP0P2", | |
| "PCDHGB3", | |
| "G6PC", | |
| "OR2T29", | |
| "BANF2", | |
| "XPNPEP3", | |
| "DEFB136", | |
| "ONECUT3", | |
| "IKZF4", | |
| "CCDC122", | |
| "OBFC1", | |
| "AAA1", | |
| "GAGE2A", | |
| "YIPF7", | |
| "CYP1A2", | |
| "MAGEA11", | |
| "XRCC6BP1", | |
| "CLEC5A", | |
| "CST1", | |
| "LOC285375", | |
| "MGC15885", | |
| "ACTL9", | |
| "C1QTNF7", | |
| "?|280660", | |
| "H2BFWT", | |
| "CLLU1", | |
| "OR5D14", | |
| "TTC16", | |
| "UGT2A1", | |
| "CDX4" | |
| ], | |
| "Coefficient": [ | |
| 0.07322755654873475, | |
| 0.05174712603138966, | |
| 0.04559391524202426, | |
| 0.04328741983245821, | |
| -0.04161315703536534, | |
| 0.03550043687954492, | |
| -0.03471980808189291, | |
| -0.03456068839280632, | |
| -0.03453612137756789, | |
| 0.03381836423825824, | |
| -0.03303701578010763, | |
| 0.03228945118807197, | |
| 0.03182595345481591, | |
| 0.03166928206244881, | |
| 0.031572399852253144, | |
| 0.031479585442123856, | |
| 0.031334838290977884, | |
| 0.02976296546284524, | |
| 0.02882421611413544, | |
| -0.028400729079461257, | |
| 0.02773626547657808, | |
| -0.027321722359340057, | |
| 0.02674935283856077, | |
| -0.02666771297121169, | |
| -0.02655129875710885, | |
| -0.026292095653504082, | |
| -0.02628004822021421, | |
| -0.026167606011535862, | |
| -0.026035041266316148, | |
| -0.025974527293847513, | |
| 0.025765979701595235, | |
| 0.025754699502192332, | |
| 0.025464982287309375, | |
| 0.025387703512783626, | |
| -0.024840157292912578, | |
| -0.024792936805501656, | |
| -0.024672681747788604, | |
| -0.024586988544688427, | |
| 0.024544239073487722, | |
| -0.024429112622678495, | |
| -0.024410504331332152, | |
| 0.024155611577217476, | |
| 0.02396996588184485, | |
| -0.02386062930663187, | |
| -0.023475210137890706, | |
| -0.023321394940355043, | |
| -0.023248013252119087, | |
| 0.02321956377682625, | |
| 0.023050104134818686, | |
| -0.022382082094311487, | |
| -0.022075708074063068, | |
| -0.022012779177171232, | |
| -0.02193985051634797, | |
| 0.021624325849038076, | |
| 0.02160445531899267, | |
| 0.021581087030128232, | |
| -0.02157799327016458, | |
| -0.021421837631046232, | |
| 0.02126553914179017, | |
| -0.02095042060222619, | |
| 0.020850348020481982, | |
| 0.020736714986162794, | |
| 0.020582044789780086, | |
| -0.02057988391532348, | |
| -0.020426425590579556, | |
| 0.020335720944028145, | |
| -0.020205229751877576, | |
| 0.020193930173117065, | |
| 0.02017897258286476, | |
| -0.020135140060880855, | |
| 0.02002649645788799, | |
| -0.019586958412098274, | |
| -0.019371651862689025, | |
| 0.019360297162587123, | |
| -0.01929609242840312, | |
| -0.01926346048268294, | |
| 0.01924854240901399, | |
| 0.019245123680645366, | |
| -0.01923412757635371, | |
| -0.01919539296531024, | |
| -0.01913972346020129, | |
| -0.01913532147543745, | |
| 0.01904019300557499, | |
| 0.01898209175675281, | |
| 0.018949473318461443, | |
| 0.0187856275424891, | |
| -0.018751012203357936, | |
| -0.01872405160006865, | |
| 0.018654047099750052, | |
| 0.01826953017497703, | |
| 0.018235301314041906, | |
| 0.01820997627096586, | |
| 0.01819637946699079, | |
| 0.017955546080220406, | |
| 0.01793634749043721, | |
| 0.017891228273289983, | |
| 0.01782997342215135, | |
| -0.01777999620592274, | |
| -0.017741860747551772, | |
| -0.017736907500347437, | |
| 0.017712642644219442, | |
| -0.017576833538114324, | |
| 0.017531068306405294, | |
| 0.017418478675826986, | |
| 0.017201942082281024, | |
| -0.01697522210570541, | |
| 0.016750516454564053, | |
| 0.016738483636171152, | |
| 0.016583984578251422, | |
| -0.016521882349597564, | |
| 0.016514440873886788, | |
| -0.01649270737248792, | |
| 0.016482103154182005, | |
| 0.016480331218753325, | |
| 0.016470485498013814, | |
| 0.016467553000954347, | |
| 0.016189683085673544, | |
| 0.016140979471076396, | |
| 0.016107024443144102, | |
| 0.016002452006792133, | |
| 0.01574329562482755, | |
| 0.015728769777400568, | |
| -0.015711944270353998, | |
| -0.015700346610951068, | |
| 0.015610776971707098, | |
| 0.015556130750627648, | |
| -0.015493252196854289, | |
| 0.015478995020806421, | |
| 0.015275544684588197, | |
| -0.015266735508571468, | |
| 0.015181671007498546, | |
| -0.015153354481225427, | |
| -0.015113701438447397, | |
| 0.015058483049142653, | |
| 0.014912784019648155, | |
| 0.014902877268369441, | |
| 0.014901009031013318, | |
| -0.014896028075182052, | |
| 0.014867233944724192, | |
| -0.014725075695254405, | |
| 0.014707285478721945, | |
| -0.014518956605075297, | |
| -0.01438192920934897, | |
| -0.01420295384494966, | |
| 0.014140360627780586, | |
| 0.01399326292284793, | |
| -0.013979518265869208, | |
| -0.013971678657275709, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 100.0, | |
| "precision": 100.0, | |
| "recall": 100.0, | |
| "f1": 100.0 | |
| }, | |
| "selection": { | |
| "precision": 0.3586214999496942, | |
| "recall": 0.851063829787234, | |
| "f1": 0.5045578516232264, | |
| "jaccard": 0.2533779299895155 | |
| } | |
| } | |
| } |