| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "TAS2R50", | |
| "OR1E2", | |
| "THNSL2", | |
| "XCL2", | |
| "ACTL8", | |
| "MAGEA6", | |
| "ANKRD35", | |
| "KLRC2", | |
| "LOC100134868", | |
| "RDH12", | |
| "IFIT1B", | |
| "DEFB115", | |
| "OR6A2", | |
| "RAB40AL", | |
| "OR5J2", | |
| "RFLNA", | |
| "DHRS1", | |
| "TTTY5", | |
| "LINC01551", | |
| "TMCO6", | |
| "RDH16", | |
| "PRSS33", | |
| "OCM2", | |
| "RITA1", | |
| "FBXW12", | |
| "OR10A6", | |
| "NUDT9", | |
| "MXRA5", | |
| "DNASE2B", | |
| "PCNAP1", | |
| "FOXD4L3", | |
| "CT45A1", | |
| "TGM4", | |
| "ACTL7A", | |
| "APOA5", | |
| "LINC00523", | |
| "IFIH1", | |
| "BARX1", | |
| "CTSH", | |
| "ALG1", | |
| "PCDHGA9", | |
| "ELSPBP1", | |
| "USH1G", | |
| "ENAM", | |
| "LY6G6D", | |
| "TAGAP", | |
| "OR2T5", | |
| "ZP4", | |
| "DIO2", | |
| "CLCNKB", | |
| "GASK1A", | |
| "ZNF747", | |
| "SERHL", | |
| "WFDC13", | |
| "CASP14", | |
| "AQP7P1", | |
| "OR4X1", | |
| "EPO", | |
| "DEFB136", | |
| "LINC01559", | |
| "KRTAP19-8", | |
| "SCGB2A2", | |
| "TUBA3C", | |
| "OTOR", | |
| "LINC00596", | |
| "ADAMTSL5", | |
| "KRTAP21-2", | |
| "CELA2B", | |
| "PCDHB19P", | |
| "HAO2", | |
| "CIB4", | |
| "MRI1", | |
| "SCT", | |
| "LINC00051", | |
| "SPESP1", | |
| "SUN5", | |
| "TAF1A", | |
| "SEMG1", | |
| "RPL36A", | |
| "SLC36A3", | |
| "HYAL4", | |
| "GDF6", | |
| "IFNL3", | |
| "SCARNA11", | |
| "PSMA8", | |
| "ZNF492", | |
| "OTOP1", | |
| "H2AP", | |
| "CATSPER4", | |
| "CAVIN2", | |
| "PEG3-AS1", | |
| "TMEM14EP", | |
| "KRT20", | |
| "OR10AD1", | |
| "TNNI3", | |
| "SRARP", | |
| "ALAS1", | |
| "SCP2D1", | |
| "EMB", | |
| "CXCL11", | |
| "OR56A5", | |
| "MTHFS", | |
| "CCDC38", | |
| "PAGE4", | |
| "PP2D1", | |
| "AVP", | |
| "PRB4", | |
| "SFTA2", | |
| "FABP2", | |
| "SLC22A13", | |
| "ZSCAN12", | |
| "FAM138D", | |
| "CTAG2", | |
| "LGALS13", | |
| "SAMD7", | |
| "CXCL6", | |
| "LINC00261", | |
| "FAM221A", | |
| "OR52B4", | |
| "ADH6", | |
| "ERC2-IT1", | |
| "DUSP21", | |
| "TSPEAR", | |
| "INSL4", | |
| "DERL3", | |
| "SCGB2A1", | |
| "PRAMEF8", | |
| "ARL14", | |
| "KRTAP10-1", | |
| "GPR101", | |
| "CLPSL2", | |
| "ALKAL1", | |
| "TRIB3", | |
| "YTHDF1", | |
| "CT47A9", | |
| "UCP3", | |
| "GSTA5", | |
| "SPAG11B", | |
| "ZNF702P", | |
| "FIBIN", | |
| "FFAR3", | |
| "OR2A14", | |
| "NRADDP", | |
| "ZP1", | |
| "C5orf58", | |
| "PCDHB10", | |
| "ARHGAP10", | |
| "OR6C1", | |
| "KLRC1", | |
| "RBP2", | |
| "KRT35", | |
| "TPD52L3", | |
| "PSORS1C2", | |
| "CARD6", | |
| "GFRA3", | |
| "DEFB104A", | |
| "EGFEM1P", | |
| "BTNL3", | |
| "FRG2", | |
| "SPACA4", | |
| "UNC45B", | |
| "S100A12", | |
| "LINC00314", | |
| "KRTAP4-9", | |
| "EIF4E2", | |
| "TMPRSS15", | |
| "IL3", | |
| "SHCBP1L", | |
| "TMOD4", | |
| "CYP1A2", | |
| "OR2L1P", | |
| "PRR5-ARHGAP8", | |
| "CHRND", | |
| "CASP12", | |
| "SSX7", | |
| "CCT2", | |
| "UBE2DNL", | |
| "TLX2", | |
| "BPESC1", | |
| "SLC17A3", | |
| "BLID", | |
| "LTA", | |
| "MEIOC", | |
| "CYP11B2", | |
| "LEUTX", | |
| "CT45A3", | |
| "ARL17A", | |
| "ACSM2A", | |
| "ATP12A", | |
| "OR5K2", | |
| "HNF1B", | |
| "CLEC10A", | |
| "SPTA1", | |
| "GPRC6A", | |
| "PFKFB2", | |
| "MYF6", | |
| "OTOP3", | |
| "WNT8B", | |
| "INSM2", | |
| "FAM83C", | |
| "UGT3A1", | |
| "AXDND1", | |
| "PADI1", | |
| "OR1K1", | |
| "CIMAP1A", | |
| "SPEM2", | |
| "OR2L3", | |
| "SFTPA1", | |
| "HTR3D", | |
| "KRT12", | |
| "H4C2", | |
| "TTLL8", | |
| "CCDC117", | |
| "FMR1-AS1", | |
| "PCOTH", | |
| "GCG", | |
| "TTTY23", | |
| "OLFM4", | |
| "RAG2", | |
| "PRR30", | |
| "LCN9", | |
| "KRTAP5-11", | |
| "OR6T1", | |
| "LINC02913", | |
| "FSCN1", | |
| "OR6Q1", | |
| "KRT39", | |
| "TMEM82", | |
| "NUDT13", | |
| "NEDD4", | |
| "IFI27", | |
| "PTH", | |
| "PLA2G2D", | |
| "GPR50", | |
| "MESP2", | |
| "FREY1", | |
| "CCDC178", | |
| "TRIM10", | |
| "TTTY18", | |
| "CNBD2", | |
| "RWDD4P2", | |
| "FLG2", | |
| "TTTY22", | |
| "SNORD88B", | |
| "TEX13A", | |
| "NXNL1", | |
| "TUBB7P", | |
| "PLPP5", | |
| "RP1L1", | |
| "SLC30A2", | |
| "ELOA3BP", | |
| "PCDHA6", | |
| "DNAH6", | |
| "CCNJL", | |
| "SGK1", | |
| "DEFA6", | |
| "PDE4D", | |
| "HMGB4", | |
| "OR5H6", | |
| "RAPSN", | |
| "VENTXP1", | |
| "ZNF577", | |
| "OR52A4P", | |
| "TSHZ3", | |
| "LINC02914", | |
| "SHH", | |
| "DEFB112", | |
| "SPACA3", | |
| "TEX11", | |
| "BSCL2", | |
| "SLC26A3", | |
| "ELOA2", | |
| "TACR3", | |
| "C1orf210", | |
| "OR52A5", | |
| "TMPRSS11F", | |
| "LELP1", | |
| "ZNF404", | |
| "LINC00111", | |
| "FLJ42627", | |
| "FAM138F", | |
| "KRTAP5-8", | |
| "USP29", | |
| "RPL9", | |
| "OR4N3P", | |
| "SPO11", | |
| "GPR151", | |
| "FGF23", | |
| "H2BC3", | |
| "OR4C46", | |
| "VPS37B", | |
| "TAS2R1", | |
| "RNASE8", | |
| "OR13C5", | |
| "MGAM", | |
| "RPL10", | |
| "CSH1", | |
| "TMEM236", | |
| "BCL2L11", | |
| "SNORA81", | |
| "POLR2J2", | |
| "PFKFB4", | |
| "LINC00482", | |
| "SPATA45", | |
| "IFNL2", | |
| "BMPER", | |
| "KPRP", | |
| "CDX4", | |
| "ZNF502", | |
| "PGK2", | |
| "FCER1A", | |
| "CT45A6", | |
| "RPL23AP64", | |
| "NF1P1", | |
| "GJA8", | |
| "AADACL3", | |
| "SPINK6", | |
| "CDK15", | |
| "SNAR-G2", | |
| "TAS2R8", | |
| "PPBPP2", | |
| "OR2B11", | |
| "ASCL3", | |
| "GCM2", | |
| "OR4P4", | |
| "SLC22A24", | |
| "OR1D4", | |
| "ZKSCAN7", | |
| "LOC392196", | |
| "RGS9BP", | |
| "GYS2", | |
| "SNRNP48", | |
| "TSPY3", | |
| "PSMD5", | |
| "FAM83E", | |
| "ABCC4", | |
| "OR8B8", | |
| "ADH1A", | |
| "PLET1", | |
| "TRIM77", | |
| "TMLHE", | |
| "SNORD89", | |
| "UPK3BL1", | |
| "IFNK", | |
| "TBC1D32", | |
| "DNAJB3", | |
| "BPIFA4P", | |
| "TTTY13", | |
| "PCDHGA6", | |
| "IL17A", | |
| "SPACA7", | |
| "CNOT8", | |
| "PAX8", | |
| "P2RY4", | |
| "DHRS4L1", | |
| "OVCH2", | |
| "TIMD4", | |
| "OR2AE1", | |
| "DPEP3", | |
| "PIM2", | |
| "GPR25", | |
| "RNASE13", | |
| "SULT1C3", | |
| "MYOM2", | |
| "CPSF4L", | |
| "MEG8", | |
| "OR6N2", | |
| "IZUMO1", | |
| "AICDA", | |
| "TNFRSF13C", | |
| "PZP", | |
| "IL1B", | |
| "OR14J1", | |
| "ZCCHC13", | |
| "MOGAT1", | |
| "UPK1B", | |
| "SNORA18", | |
| "HLA-G", | |
| "CABP5", | |
| "NOMO2", | |
| "WFDC1", | |
| "OR1L6", | |
| "PISRT1", | |
| "TGM6", | |
| "GGT3P", | |
| "LACRT", | |
| "FLJ13224", | |
| "SLC5A10", | |
| "LINC01588", | |
| "TUFT1", | |
| "PRND", | |
| "OR1N1", | |
| "MYH4", | |
| "CCDC83", | |
| "FCAMR", | |
| "ACP4", | |
| "OR2M4", | |
| "SDHAP2", | |
| "GFM2", | |
| "USP26", | |
| "TRIM69", | |
| "DDC", | |
| "OR2A5", | |
| "TAS2R40", | |
| "MTNR1A", | |
| "PIWIL4", | |
| "VN1R4", | |
| "LINC00336", | |
| "KIF2B", | |
| "PIWIL3", | |
| "DISC2", | |
| "MEIOB", | |
| "DEFB118", | |
| "NOBOX", | |
| "SLED1", | |
| "ZNF836", | |
| "ATP5MC3", | |
| "PNLIPRP3", | |
| "OR1I1", | |
| "ACOT2", | |
| "PRSS36", | |
| "C11orf16", | |
| "SEPTIN7P9", | |
| "INE2", | |
| "SPATA16", | |
| "FMO6P", | |
| "DEPDC4", | |
| "DNAJB5", | |
| "LINC02693", | |
| "PCDHA3", | |
| "HNRNPCL1", | |
| "RIGI", | |
| "MUC16", | |
| "IQCF2", | |
| "HLA-J", | |
| "TMCO2", | |
| "PRR35", | |
| "OR51S1", | |
| "ULK4P3", | |
| "CCDC183", | |
| "REN", | |
| "VEGFC", | |
| "TREH", | |
| "RBMY2FP", | |
| "PLA2G12B", | |
| "AS3MT", | |
| "PCDHA4", | |
| "CSNK1G2-AS1", | |
| "CST5", | |
| "C14orf180", | |
| "KCNK15", | |
| "PRAME", | |
| "HRCT1", | |
| "GAPDHS", | |
| "TMED6", | |
| "PPP1R3A", | |
| "CHIA", | |
| "TRIML1", | |
| "ATP1B4", | |
| "OR2M7", | |
| "KCND1", | |
| "ZNF469", | |
| "SGCE", | |
| "NKX6-3", | |
| "KRTAP20-4", | |
| "RPL21P44", | |
| "RBMXL3", | |
| "OR2AG2", | |
| "UBE3B", | |
| "OR1J2", | |
| "PWRN1", | |
| "OR1C1", | |
| "LOC100130331", | |
| "RNF222", | |
| "ARSH", | |
| "GLOD5", | |
| "CARD18", | |
| "SELP", | |
| "TRPA1", | |
| "RAX", | |
| "SNHG5", | |
| "CDH15", | |
| "ITPRIPL1", | |
| "OR10G2", | |
| "KRTAP10-2", | |
| "ARSA", | |
| "DEFB124", | |
| "LYPD5", | |
| "CSPG4P2Y", | |
| "SMR3B", | |
| "ADGRF4", | |
| "C4BPB", | |
| "PAPSS1", | |
| "TRIM51", | |
| "ZNF589", | |
| "RPGRIP1", | |
| "HSP90AB4P", | |
| "GCSAML", | |
| "GRK4", | |
| "COQ10A", | |
| "OR7E91P", | |
| "OR2M2", | |
| "KRT9", | |
| "MORN1", | |
| "KRTAP4-8", | |
| "BTNL2", | |
| "SNORA31", | |
| "ADAM21", | |
| "C1orf105", | |
| "OR2Y1", | |
| "OR4E2", | |
| "LMOD2", | |
| "SCARNA14", | |
| "RBM44", | |
| "ACOXL", | |
| "OR10A4", | |
| "IL9R", | |
| "AKR1C4", | |
| "TTTY7", | |
| "GP2", | |
| "PI4KAP2", | |
| "GOLGA8EP", | |
| "NPY4R2", | |
| "MUCL1", | |
| "KRTAP2-2", | |
| "KBTBD3", | |
| "IL23R", | |
| "CDC42EP1", | |
| "SNTN", | |
| "ACOT6" | |
| ], | |
| "Coefficient": [ | |
| -0.05809786300715236, | |
| 0.049582253854792424, | |
| 0.047996258232559125, | |
| 0.04772495471797029, | |
| -0.044535646953157995, | |
| -0.04227986873269641, | |
| 0.04102050972989055, | |
| 0.03964944864442313, | |
| -0.038656049657401714, | |
| -0.036817022356016964, | |
| -0.03675938947547393, | |
| -0.03673825340827315, | |
| 0.036290228117543316, | |
| -0.03606392260316254, | |
| 0.03577572228076102, | |
| 0.0355829620848842, | |
| 0.03489514588729415, | |
| -0.0346377325069755, | |
| 0.03444871659357864, | |
| 0.032940089195377616, | |
| 0.03251884493066443, | |
| -0.032415701779578594, | |
| -0.03180381356884026, | |
| 0.03174345129544899, | |
| 0.030648313987216638, | |
| -0.030513223361541237, | |
| -0.030164323857926154, | |
| -0.030106785094826304, | |
| 0.029197294650631138, | |
| 0.02911916432469098, | |
| 0.028911498923564816, | |
| -0.028769785439063122, | |
| -0.028645990856651732, | |
| 0.02857621878485812, | |
| -0.028174328344804954, | |
| -0.02756197968536289, | |
| -0.02753803853013285, | |
| -0.0275296096077029, | |
| -0.027511401522503812, | |
| -0.02742126659893865, | |
| 0.02700625799804734, | |
| -0.02694167892509592, | |
| 0.0264311238911088, | |
| -0.02612509285329201, | |
| 0.025819326540254685, | |
| 0.025354321723480813, | |
| -0.025232115747205682, | |
| 0.02511842036291809, | |
| -0.024974082391140764, | |
| -0.024941522186452767, | |
| -0.02478056963850202, | |
| 0.024241117161082765, | |
| -0.024206688526760573, | |
| -0.024103903287741882, | |
| -0.023555269272334114, | |
| -0.023378872302883658, | |
| -0.023354910202427425, | |
| -0.02325114194159489, | |
| 0.02315860532999395, | |
| -0.02313647382654235, | |
| 0.022911103556503772, | |
| -0.022855439697134796, | |
| -0.022814887209465888, | |
| 0.022721605087070988, | |
| 0.022634284449709118, | |
| -0.022494997240344355, | |
| -0.022411527383537837, | |
| -0.022255244969932336, | |
| -0.02218599524202995, | |
| -0.021892441347672098, | |
| 0.021846708111733257, | |
| -0.021717094527553826, | |
| -0.02159861741576818, | |
| -0.02153470532789311, | |
| 0.021456154591320855, | |
| 0.021345900186784533, | |
| -0.021321271985303012, | |
| 0.02120457847230182, | |
| -0.021119618083197414, | |
| 0.020878242449756477, | |
| 0.020630908345040864, | |
| -0.020566425815166392, | |
| -0.020494625441582967, | |
| -0.019953082693630796, | |
| 0.019902501133970307, | |
| -0.01982095025856189, | |
| 0.019716734370954152, | |
| -0.01937909396406107, | |
| 0.019218072044401995, | |
| -0.019175700619129352, | |
| 0.019104911520282077, | |
| -0.018572692132962167, | |
| -0.018521969465295517, | |
| 0.018414518417967284, | |
| -0.01837433046858615, | |
| -0.01835674166525013, | |
| 0.018296342339333374, | |
| -0.0182629723960111, | |
| 0.018244045019555757, | |
| -0.017758519639928198, | |
| 0.017693344378041084, | |
| -0.017640646859975902, | |
| -0.017601714586054477, | |
| 0.017577560884518107, | |
| 0.01755257828747928, | |
| -0.017058372169389345, | |
| -0.017054110192257683, | |
| -0.01694411299768054, | |
| -0.01680167681678523, | |
| -0.016792318784731322, | |
| -0.016787343549787757, | |
| -0.01672488831318252, | |
| 0.016705028364995482, | |
| 0.016565469093265266, | |
| 0.016500822788589626, | |
| 0.016433129742579704, | |
| 0.01642364321493679, | |
| 0.01609025860439345, | |
| -0.016080774965430183, | |
| -0.0160020712586108, | |
| 0.015995403835404605, | |
| -0.015928034134911468, | |
| -0.01550355734293847, | |
| -0.015442297533433139, | |
| 0.015407022914427655, | |
| 0.01530425788303689, | |
| -0.015120708073271278, | |
| 0.015018003335032858, | |
| -0.01497547304977133, | |
| -0.014949905810988094, | |
| -0.014811686264554551, | |
| 0.014693031041137549, | |
| 0.014539126919101258, | |
| 0.01446142877576199, | |
| 0.014430072535185318, | |
| -0.014409703748417031, | |
| 0.014334647548632715, | |
| -0.014278037147702547, | |
| -0.014250120881403832, | |
| 0.014135394387452973, | |
| -0.014073492636351157, | |
| -0.014044553760953355, | |
| 0.013996265151193581, | |
| -0.013945371494057019, | |
| -0.013940951958385813, | |
| 0.013936887618671517, | |
| -0.013923887361034861, | |
| -0.013917743271581106, | |
| 0.01387777092641951, | |
| 0.013810509119056697, | |
| -0.01365744218118457, | |
| -0.013591333683174424, | |
| 0.013452553540165738, | |
| -0.013376323097687442, | |
| 0.013369577332206856, | |
| -0.013285794835670023, | |
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| -9.844051311306367e-05, | |
| 5.970290127630015e-05, | |
| -5.910241061687294e-05 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.05809786300715236, | |
| 0.049582253854792424, | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 100.0, | |
| "precision": 100.0, | |
| "recall": 100.0, | |
| "f1": 100.0 | |
| }, | |
| "selection": { | |
| "precision": 1.0667747204058924, | |
| "recall": 2.060085836909871, | |
| "f1": 1.4045860351443438, | |
| "jaccard": 0.7084086106519067 | |
| } | |
| } | |
| } |