| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "CT47A1", | |
| "ZNF878", | |
| "AASS", | |
| "MAGEA12", | |
| "COX7A2L", | |
| "SERPINB10", | |
| "TCHHL1", | |
| "SAP30", | |
| "SAFB", | |
| "SPATA8", | |
| "H1-9P", | |
| "OR7D2", | |
| "OR1Q1", | |
| "OR51L1", | |
| "NEUROG2", | |
| "A4GNT", | |
| "CDH6", | |
| "ZNF578", | |
| "PRAMEF4", | |
| "CFAP54", | |
| "SPP1", | |
| "TSPAN10", | |
| "NUFIP1", | |
| "CHRNB1", | |
| "NETO1", | |
| "C10orf62", | |
| "KRTAP10-11", | |
| "SLC6A18", | |
| "MMP7", | |
| "ZNF410", | |
| "TOB1", | |
| "TCERG1L", | |
| "REG1B", | |
| "DYRK1B", | |
| "TMEM242", | |
| "LINC00518", | |
| "LOC286359", | |
| "TAF15", | |
| "HTN3", | |
| "TUB", | |
| "LRP2", | |
| "METTL23", | |
| "GSTT2", | |
| "KLK8", | |
| "P2RX5", | |
| "RIMBP3C", | |
| "HSP90AB1", | |
| "GBE1", | |
| "TASP1", | |
| "MTMR7", | |
| "ATXN3L", | |
| "LRIT1", | |
| "HBE1", | |
| "OR2M4", | |
| "FAIM", | |
| "ANKRD34C", | |
| "SART3", | |
| "PLXNB2", | |
| "LELP1", | |
| "PDYN", | |
| "ZPR1", | |
| "PAGE5", | |
| "GTF2IP1", | |
| "PSD2", | |
| "LINC00652", | |
| "VN1R4", | |
| "ASB8", | |
| "TXNIP", | |
| "ETNPPL", | |
| "KCNQ1DN", | |
| "PLPPR1", | |
| "CES2", | |
| "DDX19B", | |
| "SNORA3A", | |
| "SAFB2", | |
| "ACE", | |
| "SPAG11A", | |
| "OR5J2", | |
| "SLC7A5P1", | |
| "POU5F2", | |
| "H2AC1", | |
| "LNP1", | |
| "DHH", | |
| "C4orf50", | |
| "FERD3L", | |
| "OOSP2", | |
| "NDRG1", | |
| "RALB", | |
| "CRBN", | |
| "SPANXN2", | |
| "OR7C2", | |
| "SSX7", | |
| "SPAG6", | |
| "PRL", | |
| "IRGC", | |
| "NIPA2", | |
| "TMPRSS11A", | |
| "HMGB3P1", | |
| "KLHDC8A", | |
| "TBC1D29P", | |
| "PABPC1P2", | |
| "CASTOR2", | |
| "TFAMP1", | |
| "ALLC", | |
| "RYBP", | |
| "KLC4", | |
| "ZIC4", | |
| "SLC4A10", | |
| "CFAP206", | |
| "OR2M3", | |
| "MIXL1", | |
| "ZNF727", | |
| "RNF126P1", | |
| "SND1", | |
| "GLIPR1L2", | |
| "ZSCAN5B", | |
| "PTPRT", | |
| "C1QTNF3", | |
| "LFNG", | |
| "GTF2A1L", | |
| "NELL1", | |
| "HOXC11", | |
| "TBPL1", | |
| "TAS2R7", | |
| "NMNAT1", | |
| "METTL8", | |
| "RPL9", | |
| "TGM2", | |
| "IFNA4", | |
| "DEFB113", | |
| "RFPL1", | |
| "IL36RN", | |
| "GABRR3", | |
| "FAM66C", | |
| "WHAMM", | |
| "YWHAH-AS1", | |
| "FBLN7", | |
| "ATXN7L3", | |
| "PRG1", | |
| "GOLGA8DP", | |
| "NXPH2", | |
| "TAAR8", | |
| "NEUROD2", | |
| "RPH3AL", | |
| "ESPNL", | |
| "EHD1", | |
| "SPANXN4", | |
| "ALPP", | |
| "INGX", | |
| "GAS8", | |
| "SLC22A11", | |
| "TRIM51", | |
| "PASD1", | |
| "ALX1", | |
| "LY6K", | |
| "LCE1C", | |
| "SMIM8", | |
| "PRSS45P", | |
| "CYBRD1", | |
| "POU3F2", | |
| "TMEM42", | |
| "OR51A4", | |
| "ERP44", | |
| "OR1L8", | |
| "UNC119B", | |
| "GTPBP10", | |
| "SREK1IP1", | |
| "TBCC", | |
| "CEACAM8", | |
| "C17orf78", | |
| "MARK1", | |
| "TSPAN6", | |
| "OR2A14", | |
| "SCML1", | |
| "KRTAP7-1", | |
| "ZFAND2A", | |
| "MAGEB1", | |
| "OPN4", | |
| "CEP43", | |
| "MMAA", | |
| "SAGE1", | |
| "RASSF10", | |
| "OARD1", | |
| "DQX1", | |
| "HMGA2", | |
| "SULT1E1", | |
| "TACSTD2", | |
| "IGSF21", | |
| "PP2D1", | |
| "FOXD4L3", | |
| "NXPE2", | |
| "KRT33A", | |
| "GYPA", | |
| "OR51F1", | |
| "HTR2C", | |
| "FBXO43", | |
| "GSX2", | |
| "HSF5", | |
| "GLRA2", | |
| "SH3YL1", | |
| "C1QTNF9B", | |
| "FOXE3", | |
| "LIPI", | |
| "NFIB", | |
| "CD109", | |
| "OR52K2", | |
| "VIL1", | |
| "TEX12", | |
| "APOA4", | |
| "RPL23AP7", | |
| "ZP4", | |
| "SLC8A3", | |
| "NPAP1", | |
| "SNX8", | |
| "ARL5C", | |
| "SCGB1C1", | |
| "AJM1", | |
| "HEXA", | |
| "SOHLH1", | |
| "DEFB136", | |
| "PPP1R1C", | |
| "PIGF", | |
| "FANK1", | |
| "OR51F2", | |
| "LKAAEAR1", | |
| "OR52A1", | |
| "OR2A7", | |
| "C11orf42", | |
| "OR2AG1", | |
| "SLC2A11", | |
| "CIAO1", | |
| "LINC00479", | |
| "H4C12", | |
| "HLA-G", | |
| "TFAP2D", | |
| "TLL2", | |
| "HEMGN", | |
| "PARP15", | |
| "ADGRA1", | |
| "TFB1M", | |
| "UCP1", | |
| "GRB2", | |
| "ADAM21P1", | |
| "SPSB4", | |
| "PKHD1", | |
| "OPALIN", | |
| "HCRT", | |
| "FAM227B", | |
| "GLRX2", | |
| "CRLF2", | |
| "CNGA2", | |
| "HFM1", | |
| "GATA4", | |
| "OR2AK2", | |
| "TEAD2", | |
| "RRP7A", | |
| "GSTT4", | |
| "GALNTL5", | |
| "CHD7", | |
| "SPINK8", | |
| "FXR1", | |
| "H3C4", | |
| "SLC5A12", | |
| "IFNK", | |
| "GLT1D1", | |
| "H1-6", | |
| "SYCP2", | |
| "UTS2R", | |
| "CLHC1", | |
| "GSG1", | |
| "SCML2", | |
| "ANGPTL7", | |
| "ULK4P2", | |
| "IL37", | |
| "ZBTB49", | |
| "SLC25A23", | |
| "SPANXA2", | |
| "CELA1", | |
| "FNTB", | |
| "IL2", | |
| "AP3S2", | |
| "PGLYRP4", | |
| "IQCF5", | |
| "BAALC-AS2", | |
| "OR4D2", | |
| "RBM44", | |
| "NUTM1", | |
| "GLYATL3", | |
| "OR10P1", | |
| "TUBGCP2", | |
| "LCE3A", | |
| "SLC38A8", | |
| "ZSCAN31", | |
| "DDI1", | |
| "ADCYAP1R1", | |
| "SNORA84", | |
| "FAM181A", | |
| "ADGRG4", | |
| "SBDSP1", | |
| "TGIF2LX", | |
| "MACROD2", | |
| "CYP4F11", | |
| "STBD1", | |
| "SLC25A51", | |
| "ROS1", | |
| "NAXD", | |
| "CST5", | |
| "FOLR3", | |
| "LRRC4B", | |
| "SSX1", | |
| "GRAPL", | |
| "SHH", | |
| "RALGPS2", | |
| "PPP1R2C", | |
| "MYO3B", | |
| "H1-3", | |
| "ZSWIM4", | |
| "H3C7", | |
| "ZNF544", | |
| "GABARAPL2", | |
| "OR51A2", | |
| "RFPL3S", | |
| "THAP10", | |
| "MRPS31", | |
| "NSG2", | |
| "MSL2", | |
| "GUCY2EP", | |
| "OR6N2", | |
| "RHO", | |
| "SNORA32", | |
| "BID", | |
| "CCL15", | |
| "MIMT1", | |
| "SIX3", | |
| "OR52B4", | |
| "CRH", | |
| "KIR3DX1", | |
| "KRTAP10-2", | |
| "FGF7P6", | |
| "SPANXB1", | |
| "PELO", | |
| "GABRB1", | |
| "PHOX2B", | |
| "RBM23", | |
| "KRTAP21-2", | |
| "ATP10A", | |
| "KHDC1L", | |
| "BIRC7", | |
| "PAPSS1", | |
| "MOG", | |
| "TAS2R38", | |
| "PMS2P5", | |
| "SOX3", | |
| "KRTAP10-10", | |
| "GHRH", | |
| "IL22", | |
| "SLC13A1", | |
| "HTR5A", | |
| "ABHD17C", | |
| "OR11H1", | |
| "HEXA-AS1", | |
| "LTC4S", | |
| "PSG8", | |
| "FOXN4", | |
| "CITED2", | |
| "CDX2", | |
| "DEDD2", | |
| "AVP", | |
| "BEND2", | |
| "NYAP2", | |
| "CHCT1", | |
| "TBC1D3P2", | |
| "CEP170P1", | |
| "OR2F1", | |
| "FKSG29", | |
| "WBP2NL", | |
| "SSTR4", | |
| "CCDC74A", | |
| "OXT", | |
| "HIVEP2", | |
| "KIR2DL3", | |
| "OR4C45", | |
| "PCDHGA3", | |
| "OR7E37P", | |
| "KLKB1", | |
| "MAP6D1", | |
| "OR51B6", | |
| "C1orf141", | |
| "NBR2", | |
| "REDIC1", | |
| "KRTAP4-1", | |
| "OR5K3", | |
| "PPP1R3B", | |
| "EQTN", | |
| "WDR87", | |
| "CCDC116", | |
| "DNALI1", | |
| "OR9K2", | |
| "PRR5-ARHGAP8", | |
| "UTP11", | |
| "IRX3", | |
| "FSTL4", | |
| "POTEA", | |
| "TAAR6", | |
| "HIGD1C", | |
| "SCARNA10", | |
| "CA12", | |
| "ZNF735", | |
| "NXNL1", | |
| "CBLC", | |
| "TNN", | |
| "MIR9-1HG", | |
| "STH", | |
| "KRT84", | |
| "NXF5", | |
| "RETN", | |
| "OR4C15", | |
| "SLC12A1", | |
| "GAST", | |
| "FOXN3-AS2", | |
| "UGT1A5", | |
| "SLC10A2", | |
| "AACSP1", | |
| "NCAM2", | |
| "GFOD1", | |
| "SNORD23", | |
| "HAO2", | |
| "MAGEA4", | |
| "PLSCR2", | |
| "FAM24A", | |
| "CCDC171", | |
| "GOT1L1", | |
| "LOC284788", | |
| "CDC16", | |
| "SLC35F3", | |
| "OR5C1", | |
| "ST18", | |
| "LIMS3-LOC440895", | |
| "NME5", | |
| "BARX2", | |
| "CCDC177", | |
| "CLC", | |
| "MTUS2", | |
| "COL9A3", | |
| "PRSS3", | |
| "HOXA3", | |
| "TUBB8", | |
| "MUC7", | |
| "EMC9", | |
| "RECQL4", | |
| "RXFP1", | |
| "OR2B11", | |
| "S100A7A", | |
| "C16orf89", | |
| "TGM6", | |
| "HLA-DQA1", | |
| "WRNIP1", | |
| "CPA4", | |
| "SDHAF3", | |
| "BTNL2", | |
| "KRTAP12-4", | |
| "GRP", | |
| "MMP3", | |
| "FSCB", | |
| "CLYBL", | |
| "AKAP4", | |
| "GNAO1-AS1", | |
| "GOLGA2P3Y", | |
| "TUBA3D", | |
| "TMEM151A", | |
| "CFHR4", | |
| "CCL2", | |
| "USP17L6P", | |
| "SLC8A2", | |
| "NONO", | |
| "IL21", | |
| "VSX2", | |
| "LAIR2", | |
| "TYRO3", | |
| "SNORA70B", | |
| "ERC2-IT1", | |
| "TMIGD1", | |
| "ACOT12", | |
| "IMPG2", | |
| "SLCO6A1", | |
| "NR2E1", | |
| "AK7", | |
| "EGR2", | |
| "KLHL34", | |
| "ARHGAP26", | |
| "TEX36", | |
| "HCCAT5", | |
| "EPX", | |
| "HK2", | |
| "FAM197Y2", | |
| "HP", | |
| "THBS1", | |
| "MROH2B", | |
| "H4C3", | |
| "TLX2", | |
| "SNORA29", | |
| "KRTAP12-1", | |
| "RPS28", | |
| "PEBP4", | |
| "HYAL6P", | |
| "C20orf173", | |
| "BCLAF3", | |
| "OR51B5", | |
| "SNORA65", | |
| "SLC25A43", | |
| "OR2T27", | |
| "PSAPL1", | |
| "LOC400940", | |
| "KRTAP19-2", | |
| "PAPOLB", | |
| "OR5B17", | |
| "CCDC42", | |
| "FAM181A-AS1", | |
| "FAM27E5", | |
| "DKKL1", | |
| "GLT6D1", | |
| "MOV10L1", | |
| "OR10A6", | |
| "EN1", | |
| "ACTG1", | |
| "SNORA11B", | |
| "OR52L1", | |
| "DCX", | |
| "GAGE2E", | |
| "DEFB106A", | |
| "GPR151", | |
| "TREML4", | |
| "VPS11", | |
| "AKR7A2P1", | |
| "CPLX4", | |
| "VTRNA1-1", | |
| "PRR20A", | |
| "RBMY1B", | |
| "TSSK2", | |
| "RLN3", | |
| "NSMCE4A", | |
| "OR5H15", | |
| "KRTAP22-1", | |
| "TTTY17A", | |
| "RBMY1F", | |
| "KRTAP19-4", | |
| "PRR20B", | |
| "TTTY17B" | |
| ], | |
| "Coefficient": [ | |
| -4.274690123264894, | |
| -2.628629037174309, | |
| -2.3727888737011393, | |
| 2.254550581905959, | |
| 2.205446270801299, | |
| -2.1664557859148252, | |
| 2.163664632557058, | |
| 2.0817019188969352, | |
| 2.0078989998495502, | |
| -1.9751348032179308, | |
| 1.969558689416914, | |
| -1.968271957069409, | |
| -1.9675784390083446, | |
| 1.8920317560957496, | |
| -1.854780356854588, | |
| 1.854637519242673, | |
| 1.848484044817453, | |
| 1.8417297582013419, | |
| -1.8327824489378517, | |
| 1.8264496314734784, | |
| -1.780676547187918, | |
| 1.7794903317661654, | |
| -1.756068510718938, | |
| 1.75206092454924, | |
| -1.7497504081390396, | |
| -1.7486558366743672, | |
| 1.714292211544182, | |
| 1.6909611135654496, | |
| 1.6891156989131286, | |
| -1.6737662094432872, | |
| 1.6611721481533055, | |
| 1.654299836253803, | |
| -1.6129244701587746, | |
| 1.604470296897949, | |
| 1.596847823342676, | |
| 1.5827054240691074, | |
| 1.5689350356982052, | |
| 1.5592100906433213, | |
| 1.5264901202153525, | |
| -1.5240129466716896, | |
| -1.502680331939404, | |
| 1.4915355284019682, | |
| -1.4744377865739335, | |
| -1.4678657449595092, | |
| -1.4579172897870638, | |
| 1.4318116879696474, | |
| 1.4280827608684352, | |
| 1.4270392362848165, | |
| 1.391207639641502, | |
| -1.3794100147272779, | |
| 1.3751569791520273, | |
| -1.3596657509070915, | |
| 1.3429793020120706, | |
| -1.3369576983162044, | |
| 1.3359084207541423, | |
| -1.326090993115522, | |
| 1.3024612312948458, | |
| 1.2912499217068791, | |
| -1.2810237073266277, | |
| 1.271946970750398, | |
| -1.256144438545395, | |
| 1.246082360031397, | |
| -1.2339060639780317, | |
| -1.2207625651930976, | |
| -1.1978370482854417, | |
| 1.1861016695211006, | |
| 1.1724921451657238, | |
| 1.1670597692535256, | |
| -1.1576803241267308, | |
| -1.156634409169823, | |
| 1.1527277560685245, | |
| -1.09703266556206, | |
| -1.0811041145396205, | |
| 1.0743856301466286, | |
| 1.0643455849967332, | |
| 1.0557280782326532, | |
| 1.0484416702186103, | |
| 1.0432000716832313, | |
| 1.0323453432048573, | |
| -1.0323172912923615, | |
| 1.015750002117779, | |
| 1.0125443280633393, | |
| 1.002639632267872, | |
| 0.9837887251580574, | |
| -0.9775071310566629, | |
| -0.9681008257048616, | |
| 0.9597253100771044, | |
| -0.9594129326947223, | |
| -0.9544825565527918, | |
| 0.9491138260004864, | |
| -0.9447301008350144, | |
| -0.9446012940375723, | |
| 0.9369809280816203, | |
| -0.9331053907374054, | |
| -0.9290554018510998, | |
| -0.9274944956116957, | |
| 0.9260098547064871, | |
| -0.92581367224575, | |
| -0.9198151524391277, | |
| 0.912393670649226, | |
| 0.9056942528592685, | |
| -0.88989159820516, | |
| -0.8863032315819154, | |
| -0.8853163471809621, | |
| 0.8840866417645545, | |
| 0.8817726770944155, | |
| -0.8795108742416049, | |
| 0.877255502085183, | |
| 0.8751881560102086, | |
| 0.8736078463015725, | |
| 0.8709798866758937, | |
| -0.8704491305919421, | |
| -0.8565739803820327, | |
| 0.8556486070490958, | |
| 0.8542332597371133, | |
| 0.8535406323598501, | |
| 0.8506974726354546, | |
| -0.8494577585825086, | |
| -0.8474998038227369, | |
| 0.8398333191402825, | |
| 0.8390093192209981, | |
| 0.8336653269214186, | |
| 0.8296831901675921, | |
| -0.8208470230407635, | |
| 0.818611283795895, | |
| -0.8177424933834373, | |
| -0.8156923377838359, | |
| -0.814463236263105, | |
| 0.8117761603184094, | |
| 0.8114326610703002, | |
| -0.8065727608341178, | |
| -0.7948061655916583, | |
| -0.7946447828756168, | |
| -0.7917891030956363, | |
| 0.7876732075222749, | |
| -0.7826601584062238, | |
| -0.7754799603753495, | |
| -0.774846979055682, | |
| 0.7702232981825147, | |
| 0.769279148093883, | |
| 0.7682735995842661, | |
| 0.768248139041142, | |
| -0.7637530189890108, | |
| 0.7599928131158153, | |
| -0.7592020293836361, | |
| 0.7543217665599233, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 91.27272727272728, | |
| "precision": 91.3642541624193, | |
| "recall": 99.80392156862744, | |
| "f1": 95.38598780834545 | |
| }, | |
| "selection": { | |
| "precision": 0.34477920177488264, | |
| "recall": 0.9580838323353295, | |
| "f1": 0.5069879506413046, | |
| "jaccard": 0.2546109642322595 | |
| } | |
| } | |
| } |