| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "CT47A1", | |
| "ZNF410", | |
| "COX7A2L", | |
| "AASS", | |
| "SAFB", | |
| "GOLGA8DP", | |
| "SND1", | |
| "PLAGL1", | |
| "OOSP2", | |
| "MAGEA12", | |
| "CHRNB1", | |
| "KIF2B", | |
| "SPTB", | |
| "HTR2B", | |
| "OR1Q1", | |
| "AMPD2", | |
| "SLC39A12", | |
| "A4GNT", | |
| "PLAGL2", | |
| "FKSG29", | |
| "CIAO1", | |
| "GTPBP10", | |
| "ADGRA1", | |
| "LNP1", | |
| "CCDC74A", | |
| "ZNF578", | |
| "SLC30A3", | |
| "OPN4", | |
| "TCERG1L", | |
| "LRIT1", | |
| "KLK8", | |
| "MMP7", | |
| "SLC35F3", | |
| "GLT1D1", | |
| "SLC2A11", | |
| "GABRR3", | |
| "LCE1C", | |
| "PELO", | |
| "NIBAN2", | |
| "LOC284009", | |
| "SPANXA2", | |
| "NFIB", | |
| "LTC4S", | |
| "TCHHL1", | |
| "KLKB1", | |
| "PRSS45P", | |
| "C17orf78", | |
| "UMOD", | |
| "ZNF878", | |
| "SLC35E2B", | |
| "MCM9", | |
| "KRTAP13-2", | |
| "RHEBL1", | |
| "LIPI", | |
| "OR51L1", | |
| "NUFIP1", | |
| "OR51A4", | |
| "GNG3", | |
| "CFAP74", | |
| "GGT8P", | |
| "CPLX4", | |
| "SLC7A5", | |
| "OR1L8", | |
| "GBE1", | |
| "WBP2NL", | |
| "TRIM51", | |
| "CRBN", | |
| "LRRC8E", | |
| "ARFIP1", | |
| "GLT6D1", | |
| "MICA", | |
| "LINC00518", | |
| "DEFB113", | |
| "IFNL1", | |
| "BCLAF3", | |
| "GARIN5B", | |
| "SSX7", | |
| "HTN3", | |
| "CDH6", | |
| "GSTT2", | |
| "DIS3", | |
| "LELP1", | |
| "FAM227B", | |
| "SERPINB10", | |
| "MINPP1", | |
| "PASD1", | |
| "ZFAND3", | |
| "LAIR2", | |
| "UNC119B", | |
| "OR2M4", | |
| "HTR2C", | |
| "IRGC", | |
| "OARD1", | |
| "NIPA2", | |
| "CNPY1", | |
| "CFHR4", | |
| "RBPJL", | |
| "PTX3", | |
| "OR2B11", | |
| "PCDHGC5", | |
| "H3C6", | |
| "OR5J2", | |
| "GSTM1", | |
| "H4C11", | |
| "FAM181A-AS1", | |
| "LOC100192426", | |
| "H3C4", | |
| "FGF7P6", | |
| "SBDSP1", | |
| "FAIM", | |
| "NCOR1P1", | |
| "HBE1", | |
| "HMGA2", | |
| "COLEC11", | |
| "OR52L1", | |
| "HSD3B1", | |
| "MIR9-1HG", | |
| "H2AC1", | |
| "IL15", | |
| "GLRA2", | |
| "TBC1D28", | |
| "GPR151", | |
| "TAAR8", | |
| "BTN3A3", | |
| "SLC6A3", | |
| "FAM66C", | |
| "PDYN", | |
| "CEP43", | |
| "TOB1", | |
| "CALHM1", | |
| "LRP2", | |
| "RPL23AP7", | |
| "HIGD2B", | |
| "OR52M1", | |
| "TMEM88B", | |
| "PRDM14", | |
| "PTPRT", | |
| "SNORA36B", | |
| "NETO1", | |
| "ANGPTL7", | |
| "C10orf62", | |
| "WRNIP1", | |
| "DQX1", | |
| "OR6N1", | |
| "ZC3H10", | |
| "HK2", | |
| "RETN", | |
| "HOXC11", | |
| "HSP90AB1", | |
| "WDR64", | |
| "LRRC4B", | |
| "SOX3", | |
| "MIXL1", | |
| "TSPAN10", | |
| "ALPP", | |
| "KRTAP10-11", | |
| "RBM23", | |
| "SART3", | |
| "H1-9P", | |
| "TERB1", | |
| "DLGAP1", | |
| "HSF5", | |
| "PPP1R3B", | |
| "MUC7", | |
| "GSTT4", | |
| "BAGE", | |
| "AVP", | |
| "ATXN3L", | |
| "CTAG2", | |
| "RPH3AL", | |
| "ZNF727", | |
| "CREG2", | |
| "SLC25A51", | |
| "SOX8", | |
| "TASP1", | |
| "PIGF", | |
| "TTTY8", | |
| "SCARNA10", | |
| "HYAL6P", | |
| "IGIP", | |
| "FAM170A", | |
| "OR52K2", | |
| "ABCG8", | |
| "GTSE1-DT", | |
| "ECHDC1", | |
| "OR2A14", | |
| "CST5", | |
| "MAGEB1", | |
| "TTTY6B", | |
| "KRT84", | |
| "ATP10A", | |
| "DDRGK1", | |
| "HCRT", | |
| "UQCC1", | |
| "TMCO2", | |
| "SLC10A2", | |
| "LY6K", | |
| "CASP12", | |
| "SSX1", | |
| "SLC35G6", | |
| "ZNF90", | |
| "TFAMP1", | |
| "OR51A2", | |
| "DHRS1", | |
| "SPAG11A", | |
| "TRIM41", | |
| "RBMXL3", | |
| "TTC36", | |
| "OR8H1", | |
| "SYNGR4", | |
| "CETN1", | |
| "ULBP1", | |
| "KLHDC8A", | |
| "H1-6", | |
| "TMPRSS11A", | |
| "SPP1", | |
| "LINC00471", | |
| "TAS2R30", | |
| "NLRP6", | |
| "CIBAR1P2", | |
| "SLC7A5P1", | |
| "TAFA3", | |
| "DIRC1", | |
| "PSORS1C1", | |
| "METTL8", | |
| "PRAMEF4", | |
| "BARX2", | |
| "ZNF35", | |
| "TEX12", | |
| "F2RL3", | |
| "MTMR7", | |
| "SUGCT", | |
| "OR2J2", | |
| "FANK1", | |
| "HAO2", | |
| "RBM44", | |
| "USP17L6P", | |
| "ETNPPL", | |
| "COPS3", | |
| "FBLN7", | |
| "KAAG1", | |
| "IL36B", | |
| "IFNK", | |
| "CACNB3", | |
| "UTP4", | |
| "NEUROD2", | |
| "NMNAT1", | |
| "FAM90A7", | |
| "RAB35", | |
| "SMAP1", | |
| "FAM106A", | |
| "GPR78", | |
| "RLN3", | |
| "SPAG6", | |
| "CPOX", | |
| "RXFP2", | |
| "ERP29", | |
| "SLCO6A1", | |
| "OR2T27", | |
| "OR51F2", | |
| "CHKA", | |
| "GPATCH1", | |
| "OR1L6", | |
| "ADCYAP1R1", | |
| "SERPINE3", | |
| "IL2", | |
| "HYKK", | |
| "GTF2A1L", | |
| "PECR", | |
| "CNGA2", | |
| "KCNMB2", | |
| "ALX1", | |
| "OPALIN", | |
| "TMEM242", | |
| "OR2L3", | |
| "KREMEN2", | |
| "GRIK2", | |
| "PLSCR2", | |
| "FAM174A", | |
| "RO60", | |
| "ARL5C", | |
| "CERS1", | |
| "CD209", | |
| "OR13F1", | |
| "SLC2A7", | |
| "AMBN", | |
| "SPATA8", | |
| "ZFAND2A", | |
| "RPS28", | |
| "C1orf141", | |
| "KLC4", | |
| "GABRB1", | |
| "ADAM20", | |
| "ZIC4", | |
| "ARL11", | |
| "TMEM52", | |
| "ZNF526", | |
| "ABCC13", | |
| "CIRBP-AS1", | |
| "LCE6A", | |
| "MFSD13A", | |
| "FRG1BP", | |
| "LINC00575", | |
| "PKIB", | |
| "LHX3", | |
| "RPL9", | |
| "KRT37", | |
| "GLIPR1L2", | |
| "SLC25A15", | |
| "METTL13", | |
| "IL22", | |
| "OR51F1", | |
| "CHGA", | |
| "PCMT1", | |
| "IQCD", | |
| "ADAMTS20", | |
| "PRKRA", | |
| "OR10T2", | |
| "NEUROG1", | |
| "H4C3", | |
| "TLCD3B", | |
| "KRT38", | |
| "KRTAP5-11", | |
| "MSX2P1", | |
| "TP53TG3B", | |
| "TUBB8", | |
| "VSX2", | |
| "POU3F2", | |
| "CDR1", | |
| "H2BC1", | |
| "HTR5A", | |
| "VN1R4", | |
| "OR4X2", | |
| "TSPY1", | |
| "KRTAP2-2", | |
| "HIVEP2", | |
| "PLAT", | |
| "PRSS3", | |
| "IFNA4", | |
| "PRG1", | |
| "FERD3L", | |
| "RPL10", | |
| "KRTAP7-1", | |
| "CA10", | |
| "ATP4A", | |
| "RIMBP3C", | |
| "OR7C2", | |
| "DDX4", | |
| "APEX2", | |
| "PLET1", | |
| "HCN1", | |
| "CCDC177", | |
| "NRBF2", | |
| "RGR", | |
| "SLC6A18", | |
| "ADIPOQ", | |
| "TFR2", | |
| "PPP1R21", | |
| "LOC284788", | |
| "OR2M3", | |
| "ANKRD34C", | |
| "HLA-G", | |
| "MERTK", | |
| "TGM6", | |
| "FBXO33", | |
| "ACP5", | |
| "ARHGEF33", | |
| "PERP", | |
| "ZSCAN5B", | |
| "GRAPL", | |
| "RRH", | |
| "APOC2", | |
| "PAGE2B", | |
| "HAUS2", | |
| "ALLC", | |
| "BEND2", | |
| "ASB4", | |
| "ANKRD40CL", | |
| "CMTM2", | |
| "C4orf50", | |
| "OR5K3", | |
| "RPH3A", | |
| "SH2D4B", | |
| "KRT33A", | |
| "NAXD", | |
| "SNORA65", | |
| "DDX19B", | |
| "ID4", | |
| "ANAPC10", | |
| "PTENP1", | |
| "METTL5", | |
| "NPLOC4", | |
| "IQCF5", | |
| "NOX3", | |
| "TRPM1", | |
| "AP3S2", | |
| "AKAP7", | |
| "NUP210L", | |
| "PA2G4P4", | |
| "SPATA31E1", | |
| "KCNK16", | |
| "OR2AK2", | |
| "OR2T10", | |
| "IHH", | |
| "OR10A5", | |
| "RADIL", | |
| "LINC00200", | |
| "CCL16", | |
| "OR4F15", | |
| "FAM181A", | |
| "UPP2", | |
| "KIR3DX1", | |
| "AGXT", | |
| "ROS1", | |
| "CFAP54", | |
| "OVOL2", | |
| "C12orf56", | |
| "PPIAL4D", | |
| "SNORA29", | |
| "CLLU1-AS1", | |
| "CYP4F3", | |
| "REDIC1", | |
| "KRTAP20-4", | |
| "C2orf78", | |
| "RYBP", | |
| "LIN28B", | |
| "FAM135B", | |
| "GABRG2", | |
| "LOC153910", | |
| "NHLH2", | |
| "C11orf42", | |
| "MYO15A", | |
| "CCT8L2", | |
| "SPANXB1", | |
| "SLC25A23", | |
| "OR52A1", | |
| "SAGE1", | |
| "SPANXN4", | |
| "OR2B3", | |
| "TAAR2", | |
| "KRTAP4-1", | |
| "VRTN", | |
| "DHX16", | |
| "TCTN2", | |
| "DEFB103B", | |
| "OR51B5", | |
| "TCEAL6", | |
| "HSD3B7", | |
| "ZNF735", | |
| "NBR2", | |
| "MAP3K19", | |
| "EFL1", | |
| "TRAPPC3L", | |
| "MYO3B", | |
| "TGIF2LX", | |
| "INGX", | |
| "HUS1", | |
| "OR5K2", | |
| "TSPY4", | |
| "PCDHGA3", | |
| "OR2AG1", | |
| "DNAI7", | |
| "PEG3-AS1", | |
| "PIGC", | |
| "RNF135", | |
| "CD300LD", | |
| "IGLL3P", | |
| "OR1K1", | |
| "TAF15", | |
| "ALG1L2", | |
| "RPL21P44", | |
| "MAK16", | |
| "NUDT9P1", | |
| "UCA1", | |
| "SYN3", | |
| "TRAK1", | |
| "TSPYL6", | |
| "SLC28A2", | |
| "SLC4A10", | |
| "FNTB", | |
| "OR2C1", | |
| "SIX3", | |
| "TLDC2", | |
| "DCAF12L2", | |
| "CDX2", | |
| "GRB2", | |
| "NEUROD4", | |
| "MCM3", | |
| "ZNF764", | |
| "OR7D2", | |
| "TREML4", | |
| "IL12RB2", | |
| "IL5", | |
| "ASCL4", | |
| "STAG3L1", | |
| "FNDC8", | |
| "UTP11", | |
| "ERICH3", | |
| "SPMIP2", | |
| "VAX1", | |
| "FAM170B", | |
| "TEX13B", | |
| "ADIG", | |
| "RHO", | |
| "TREML5P", | |
| "OR5B17", | |
| "SNORA16B", | |
| "DCAF4", | |
| "GLYATL3", | |
| "PLXNB2", | |
| "LIM2", | |
| "SYCP2", | |
| "IL25", | |
| "LIPJ", | |
| "PP2D1", | |
| "SPATA22", | |
| "LINC01555", | |
| "DEFB106A", | |
| "CCDC70", | |
| "PMCH", | |
| "NELL1", | |
| "H4C6", | |
| "ZMYND12", | |
| "TICAM2", | |
| "SNAR-A13", | |
| "REG1B", | |
| "HSFY1P1", | |
| "PRR20A", | |
| "TSSK2", | |
| "SCGB3A2", | |
| "RBMY1B", | |
| "OR56A4", | |
| "A1BG", | |
| "CRLF2", | |
| "SNORD103A", | |
| "CPO", | |
| "TTTY17A", | |
| "SNORA11C", | |
| "SNORD115-20", | |
| "TTTY17B", | |
| "PRR20B", | |
| "OR5H15", | |
| "RBMY1F", | |
| "SNAR-A3", | |
| "SNORD11B", | |
| "SNORD116-19", | |
| "SNORD16", | |
| "SNORD9", | |
| "SNORD67", | |
| "SNORD88C", | |
| "SNORD90", | |
| "SNAR-G2", | |
| "SNAR-H", | |
| "SNAR-C3", | |
| "TTTY19" | |
| ], | |
| "Coefficient": [ | |
| -5.47041058102745, | |
| -3.217533657216729, | |
| 3.180074296871779, | |
| -3.1335507396910516, | |
| 2.6240056381090606, | |
| 2.3943184176882326, | |
| 2.2798094314496335, | |
| 2.1745360685978485, | |
| -2.126677472608596, | |
| 2.094572101495129, | |
| 2.0786096772712264, | |
| 2.071668562820852, | |
| 1.9605644512366682, | |
| -1.942572411873206, | |
| -1.8623261917923335, | |
| -1.852083578207146, | |
| 1.8228426065029997, | |
| 1.8140390550622574, | |
| -1.8025971473213278, | |
| -1.7424891201580406, | |
| -1.7211631910770249, | |
| -1.70979373091602, | |
| -1.7068943454616565, | |
| 1.7061683161062828, | |
| 1.7015753958056739, | |
| 1.6949104972163798, | |
| -1.674554079188511, | |
| 1.6620606028467293, | |
| 1.6562565630846628, | |
| -1.6389350000156526, | |
| -1.580591807733826, | |
| 1.5768464176699013, | |
| 1.5610045316701828, | |
| -1.5502491993395418, | |
| 1.5359721793675394, | |
| -1.5337366700874573, | |
| 1.5210838262526758, | |
| 1.5057516695293187, | |
| 1.4576877232704633, | |
| -1.4341908205531657, | |
| -1.4236759442375133, | |
| 1.418305006542929, | |
| 1.4039731959639283, | |
| 1.3924132263614444, | |
| 1.3804872542579532, | |
| -1.343045057807937, | |
| 1.325304762648529, | |
| 1.3232856602528575, | |
| -1.32320418155134, | |
| 1.2940932032779113, | |
| 1.2831748049443121, | |
| -1.2759440600955025, | |
| 1.2752012037340366, | |
| -1.2544598999739365, | |
| 1.2404562610676984, | |
| -1.237049507207387, | |
| 1.2310992445809372, | |
| -1.224284432357324, | |
| 1.2233558953431851, | |
| 1.2214680051483253, | |
| 1.2199688692189035, | |
| -1.2097048360234484, | |
| -1.2061005716492936, | |
| 1.2036164132209584, | |
| -1.200059587286253, | |
| -1.1995615990885284, | |
| -1.1790760153596127, | |
| -1.1717803668210567, | |
| 1.1529288598151606, | |
| 1.1478531118139665, | |
| 1.141372133608522, | |
| 1.1408359372449657, | |
| 1.1395224336874807, | |
| 1.1392333216627022, | |
| 1.1244989429607872, | |
| -1.1101409909599431, | |
| -1.1092886295516466, | |
| 1.0724676153795534, | |
| 1.0613156014087226, | |
| -1.0575265805564438, | |
| -1.0527860382151923, | |
| -1.0464349245647415, | |
| 1.0412651944848235, | |
| -1.04068984531252, | |
| -1.038191150094895, | |
| -1.025303914405553, | |
| 1.0243796499935511, | |
| -1.0172156431421604, | |
| 1.0167387035424875, | |
| -1.0150387801618421, | |
| 1.0121715874055799, | |
| -1.00101334889097, | |
| 0.9961238139934537, | |
| -0.9952682866375336, | |
| -0.9948476784171659, | |
| 0.9910285787939517, | |
| 0.9888928886345435, | |
| -0.9797592989900157, | |
| -0.9754992014178313, | |
| -0.9729719896545655, | |
| 0.9715934299839033, | |
| 0.9704191851359157, | |
| -0.9645063624048613, | |
| -0.9543462841639823, | |
| -0.949082044008832, | |
| 0.9458058734692507, | |
| 0.9290620584864977, | |
| -0.9266470186329788, | |
| -0.9233914186759935, | |
| 0.9190533594027568, | |
| 0.9166621552136384, | |
| 0.9156562092273728, | |
| -0.9144172318119532, | |
| -0.9142790170431825, | |
| 0.9132209378904748, | |
| -0.9099098914959244, | |
| -0.90982823120156, | |
| 0.9065890008915125, | |
| 0.9021928385544197, | |
| -0.8984700539696511, | |
| 0.8908466233376386, | |
| -0.8887770744370965, | |
| 0.888560328538812, | |
| 0.8804900038217393, | |
| -0.8797160847295787, | |
| -0.8733728521175849, | |
| 0.8685046451284457, | |
| 0.8669192935417093, | |
| 0.865541789072708, | |
| -0.8575054368733578, | |
| -0.856494899224068, | |
| 0.8526414536037957, | |
| -0.8432510957258353, | |
| 0.840917546809147, | |
| -0.8265356022140478, | |
| -0.8225652075648812, | |
| 0.8188137788933174, | |
| -0.8083150850303549, | |
| -0.8059093294657269, | |
| -0.803545747336147, | |
| -0.8016075228663295, | |
| 0.7997159471263705, | |
| -0.7891716292088669, | |
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| 0.7770572351974127, | |
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| ], | |
| "Absolute Coefficient": [ | |
| 5.47041058102745, | |
| 3.217533657216729, | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 90.54545454545453, | |
| "precision": 90.54545454545453, | |
| "recall": 100.0, | |
| "f1": 95.02796661784835 | |
| }, | |
| "selection": { | |
| "precision": 0.41122437928244143, | |
| "recall": 1.1976047904191618, | |
| "f1": 0.6122156893021028, | |
| "jaccard": 0.3074288330912449 | |
| } | |
| } | |
| } |