| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "OR5B2", | |
| "GOLGA2P3Y", | |
| "OR4F17", | |
| "KRTAP9-4", | |
| "LINC03042", | |
| "OR9G4", | |
| "KRTAP4-11", | |
| "DEFB112", | |
| "FOXI1", | |
| "OR5T2", | |
| "PPP1R17", | |
| "EPHX4", | |
| "CLEC2A", | |
| "C2orf80", | |
| "OR4F4", | |
| "MMP23A", | |
| "SAXO2", | |
| "IL22", | |
| "C4orf50", | |
| "LHX6", | |
| "CELA1", | |
| "IL20RB", | |
| "CCL27", | |
| "MS4A6E", | |
| "UMODL1-AS1", | |
| "GPR15", | |
| "YAF2", | |
| "LDB3", | |
| "GPR151", | |
| "NMU", | |
| "PGLYRP4", | |
| "APOBEC4", | |
| "DHRS7C", | |
| "IL21", | |
| "LMO3", | |
| "RASSF10", | |
| "FAM238C", | |
| "NKAIN3", | |
| "TTTY17B", | |
| "SOST", | |
| "OR52I2", | |
| "DUSP29", | |
| "CFAP77", | |
| "ADAM11", | |
| "NXNL2", | |
| "GLIS3-AS1", | |
| "CEACAM5", | |
| "MMP27", | |
| "C9orf50", | |
| "HHEX", | |
| "TMPRSS11F", | |
| "CSNK1A1L", | |
| "QRFP", | |
| "OR9G9", | |
| "PLIN1", | |
| "CPSF4L", | |
| "PWRN2", | |
| "MYL10", | |
| "CIROZ", | |
| "OR5K1", | |
| "OR4K2", | |
| "GPAT3", | |
| "GAL3ST2", | |
| "IFITM4P", | |
| "AVPR1A", | |
| "CDH26", | |
| "WDR64", | |
| "SPATC1L", | |
| "CLGN", | |
| "NPAP1", | |
| "TCHHL1", | |
| "SCRT1", | |
| "TDRD1", | |
| "SPATA31F1", | |
| "HSP90AB4P", | |
| "IFNA8", | |
| "KCNRG", | |
| "TBC1D3G", | |
| "LCE2C", | |
| "RETSAT", | |
| "ACOXL", | |
| "SCGB1C1", | |
| "CD200R1L", | |
| "CEACAM18", | |
| "DPRXP4", | |
| "FOXD4L5", | |
| "AQP1", | |
| "ENDOU", | |
| "PKD1L3", | |
| "PTPN4", | |
| "RB1CC1", | |
| "CFAP54", | |
| "SLC35G6", | |
| "LACRT", | |
| "C21orf91", | |
| "OR9A4", | |
| "KRTAP1-3", | |
| "HCRTR2", | |
| "H2AC21", | |
| "IGSF9B", | |
| "GORASP1", | |
| "ASIC4", | |
| "TMPRSS4", | |
| "SGCZ", | |
| "OMP", | |
| "DAW1", | |
| "MINPP1", | |
| "PSG4", | |
| "ARHGEF26", | |
| "OR2M4", | |
| "KLHL33", | |
| "KRTAP13-2", | |
| "MS4A5", | |
| "ANKRD31", | |
| "SLITRK4", | |
| "OR7E24", | |
| "CRISP3", | |
| "KTN1", | |
| "ZBTB8B", | |
| "POU3F1", | |
| "ALG1L2", | |
| "ABTB3", | |
| "DBI", | |
| "KIR3DX1", | |
| "TBC1D3P2", | |
| "C2orf42", | |
| "ABI1", | |
| "OR52R1", | |
| "PYY", | |
| "GNRHR", | |
| "CFAP299", | |
| "HIPK4", | |
| "SPTSSA", | |
| "ODAD2", | |
| "DNAJC25-GNG10", | |
| "TEDDM1", | |
| "ABCC13", | |
| "OR4F6", | |
| "C6orf47", | |
| "HOXA7", | |
| "TAS2R43", | |
| "MAT2A", | |
| "IL1F10", | |
| "AGGF1", | |
| "AWAT1", | |
| "HTR3C", | |
| "XKR4", | |
| "C20orf202", | |
| "TTTY2", | |
| "SFTA3", | |
| "DAD1P1", | |
| "BICRA", | |
| "DUOXA1", | |
| "ADCYAP1R1", | |
| "LINC00474", | |
| "BTNL2", | |
| "KRTAP17-1", | |
| "OR5B12", | |
| "ULK4P2", | |
| "RETN", | |
| "LHX9", | |
| "PKD2L2", | |
| "BAG6", | |
| "KRT1", | |
| "OR5AK2", | |
| "MOV10L1", | |
| "OR10G2", | |
| "PSAPL1", | |
| "FGF7P6", | |
| "ASTN1", | |
| "MDS2", | |
| "SDHAP1", | |
| "PIP5K1P1", | |
| "RBM12B-AS1", | |
| "OR6V1", | |
| "GNAO1-AS1", | |
| "RAB41", | |
| "HNRNPUL1", | |
| "RASGRF1", | |
| "IFI44L", | |
| "ASCL4", | |
| "ADM5", | |
| "IFI6", | |
| "OR8J1", | |
| "TPH2", | |
| "SPATA4", | |
| "NUTM1", | |
| "INSYN2B", | |
| "PRG3", | |
| "MUTYH", | |
| "ETV3L", | |
| "LILRA3", | |
| "OR4C6", | |
| "IFNA21", | |
| "FAM184B", | |
| "LRATD1", | |
| "AQP4-AS1", | |
| "CFAP52", | |
| "HDLBP", | |
| "SNORA22", | |
| "THAP9", | |
| "C20orf173", | |
| "ACCS", | |
| "ERAP2", | |
| "ELOA2", | |
| "NRADDP", | |
| "CAMKMT", | |
| "H2AC15", | |
| "DBF4B", | |
| "OPN1MW", | |
| "LCE2B", | |
| "DPY19L2", | |
| "PPEF2", | |
| "SLC15A2", | |
| "FAM81B", | |
| "TIGD3", | |
| "RPL21P44", | |
| "SPATA31G1", | |
| "ACSM1", | |
| "CT47A7", | |
| "TMEM179", | |
| "ARGFX", | |
| "R3HCC1L", | |
| "OR5K2", | |
| "CEP170P1", | |
| "OR7E91P", | |
| "SLC7A5P1", | |
| "TACR2", | |
| "LHX5", | |
| "HLA-DQB2", | |
| "C11orf16", | |
| "SOX2", | |
| "PRKACG", | |
| "NKX2-1", | |
| "NUP88", | |
| "OR6K3", | |
| "LRRIQ3", | |
| "WHR1", | |
| "DEFA1B", | |
| "RAET1L", | |
| "STON1-GTF2A1L", | |
| "OR51I2", | |
| "ITPRID1", | |
| "CFAP144P1", | |
| "OR5A1", | |
| "TFPI2", | |
| "WFDC10B", | |
| "FMO6P", | |
| "CDH4", | |
| "FLJ13224", | |
| "ATP6V1E2", | |
| "WBP11P1", | |
| "RPS27", | |
| "CEP63", | |
| "ANO2", | |
| "PCDHB18P", | |
| "MLANA", | |
| "SPDYE5", | |
| "CADM3", | |
| "XRRA1", | |
| "KRT39", | |
| "RTL3", | |
| "SATB2", | |
| "SNORC", | |
| "SEMG1", | |
| "CYP26C1", | |
| "MED12L", | |
| "LINC00161", | |
| "ZNF324", | |
| "KRTAP5-6", | |
| "CFAP47", | |
| "SPINK7", | |
| "OR9A2", | |
| "FFAR3", | |
| "DNAAF3", | |
| "CRB1", | |
| "PCDH11X", | |
| "DEFB135", | |
| "COX6A2", | |
| "H3C14", | |
| "TGM6", | |
| "OBP2A", | |
| "GPR15LG", | |
| "TIGD6", | |
| "OR6W1P", | |
| "SNCAIP", | |
| "KLK3", | |
| "NFRKB", | |
| "H3-4", | |
| "KLHL41", | |
| "GPR89B", | |
| "LINC00305", | |
| "NEUROD6", | |
| "GZF1", | |
| "CIBAR1P2", | |
| "SNORA50A", | |
| "AGBL1", | |
| "GOLGA8G", | |
| "HOXB8", | |
| "ACTL9", | |
| "SFTPC", | |
| "PDIA5", | |
| "TIFAB", | |
| "ECEL1", | |
| "SPACA5", | |
| "CAPN11", | |
| "CBLL1", | |
| "C6orf58", | |
| "CASP3", | |
| "CIBAR2", | |
| "PIK3CD-AS1", | |
| "LSMEM1", | |
| "COL2A1", | |
| "OR13C8", | |
| "CCDC190", | |
| "ASTL", | |
| "KCNJ1", | |
| "RPH3A", | |
| "FTLP10", | |
| "IRF7", | |
| "ZSCAN32", | |
| "GABRA1", | |
| "SOX2-OT", | |
| "P2RX2", | |
| "MYL7", | |
| "MTFR1", | |
| "KCNIP4-IT1", | |
| "RNASE8", | |
| "SCGB3A1", | |
| "HES5", | |
| "HBEGF", | |
| "TEX55", | |
| "LRRC74A", | |
| "TMEM14EP", | |
| "FNDC8", | |
| "RAB9BP1", | |
| "ST7-OT3", | |
| "OR10A5", | |
| "SEC1P", | |
| "OR2T8", | |
| "TAS2R41", | |
| "SLC6A18", | |
| "ZNF223", | |
| "NPAS4", | |
| "CECR7", | |
| "CFC1B", | |
| "GARIN1B", | |
| "CCL3L3", | |
| "CNGB3", | |
| "FSTL5", | |
| "FSCB", | |
| "VSTM2B", | |
| "BMP15", | |
| "PABPC1L2A", | |
| "MIXL1", | |
| "TRIM64", | |
| "ACER1", | |
| "OR8H3", | |
| "MRI1", | |
| "TTTY5", | |
| "NUP214", | |
| "TSHB", | |
| "KCNG3", | |
| "FLACC1", | |
| "CFAP276", | |
| "MS4A3", | |
| "OR1Q1", | |
| "LOC148696", | |
| "SLC44A3", | |
| "PEX5L", | |
| "USP4", | |
| "CALHM1", | |
| "NT5C1B", | |
| "DEFB125", | |
| "ANKRD34B", | |
| "DNASE2B", | |
| "OR4N4", | |
| "SLC5A10", | |
| "OR2W1", | |
| "GTF2H2B", | |
| "CABP2", | |
| "KCNE2", | |
| "DEF8", | |
| "TMX4", | |
| "ATP11AUN", | |
| "LY6G5C", | |
| "ZNF235", | |
| "CLCA4", | |
| "CDY1", | |
| "SPDYE7P", | |
| "FBLL1", | |
| "CXorf58", | |
| "GPA33", | |
| "DSC1", | |
| "PSG7", | |
| "ELMOD1", | |
| "MTERF4", | |
| "MYOZ2", | |
| "PPP1R1B", | |
| "TEKT1", | |
| "LINC00051", | |
| "FABP2", | |
| "SERPINE3", | |
| "PCGEM1", | |
| "ITFG2", | |
| "MAG", | |
| "NXPH3", | |
| "SLC7A14", | |
| "IFIT1", | |
| "H4C5", | |
| "TRIM61", | |
| "GYPA", | |
| "RAB9A", | |
| "PATE1", | |
| "GAGE2A", | |
| "AFG1L", | |
| "PKD1L1-AS1", | |
| "STAR", | |
| "CCDC160", | |
| "EMX1", | |
| "ASB12", | |
| "LINC00520", | |
| "TBR1", | |
| "GPR149", | |
| "POTEG", | |
| "WDR93", | |
| "GNAT1", | |
| "SLC44A5", | |
| "PCOTH", | |
| "OR4D11", | |
| "CDRT15", | |
| "OR14I1", | |
| "PCDHB1", | |
| "OTOF", | |
| "SDR9C7", | |
| "LINC01587", | |
| "ANP32D", | |
| "PATE2", | |
| "PPP1R3C", | |
| "ZNF805", | |
| "KRTAP5-11" | |
| ], | |
| "Coefficient": [ | |
| 0.0027452986796898944, | |
| 0.0023333657774756533, | |
| 0.0021150846062526272, | |
| 0.001224870686071053, | |
| 0.0011732739194129404, | |
| -0.0010682935505765294, | |
| -0.0010037417768250085, | |
| -0.0007220758044628433, | |
| -0.0006516070069990618, | |
| -0.0006369050358568894, | |
| 0.0006346566057801273, | |
| -0.0006310270970400108, | |
| -0.0006266754454633925, | |
| 0.0005965440881089886, | |
| 0.0005960204821112609, | |
| -0.0005825254030246398, | |
| -0.0005747129822758372, | |
| -0.0005652509614104081, | |
| -0.0005473160610174976, | |
| 0.0005350906460115607, | |
| -0.0005160173311624313, | |
| -0.0004964158878894055, | |
| 0.00048535614320326066, | |
| -0.00047812803828844633, | |
| -0.00046311054319258274, | |
| -0.0004502746626985763, | |
| 0.00044760623226137205, | |
| 0.0004455783923881582, | |
| 0.0004402203903457026, | |
| -0.0004373948003475126, | |
| 0.0004373222976554723, | |
| 0.00042866198607353077, | |
| -0.0004225329508679828, | |
| 0.0004209762683118142, | |
| -0.000417347412328546, | |
| 0.0004169282917580569, | |
| 0.00040663167758249566, | |
| -0.000402988334809095, | |
| 0.0004011036839313963, | |
| 0.00039893152957189403, | |
| 0.00038262622090026456, | |
| 0.0003800733399098481, | |
| 0.00037606728007633143, | |
| -0.0003714024922926512, | |
| 0.0003617645534110844, | |
| 0.00035812955380203076, | |
| -0.00035674223905336305, | |
| -0.0003563620169202722, | |
| 0.000355576187148048, | |
| 0.00035439790373720297, | |
| 0.00035027221656933603, | |
| -0.0003483313539252103, | |
| 0.00034796280112856, | |
| -0.0003442067204006426, | |
| 0.0003430542836958879, | |
| -0.00034119824267432716, | |
| 0.00033128061653781005, | |
| 0.0003297523272177321, | |
| 0.0003290952299045455, | |
| -0.0003278951432742076, | |
| -0.0003274494816673748, | |
| 0.00032680082004408063, | |
| 0.0003214454507621054, | |
| 0.0003185694923655365, | |
| 0.0003179821835920976, | |
| 0.00031669002030425405, | |
| 0.0003140075040529732, | |
| 0.0003113879808415029, | |
| -0.00031049473455781906, | |
| 0.0003093202478663266, | |
| 0.00030774727120138875, | |
| 0.0003047048165833264, | |
| -0.00029749823545763716, | |
| -0.00029636162505737324, | |
| -0.0002956194868600942, | |
| -0.000291980689952757, | |
| -0.0002917222468067604, | |
| -0.0002911669414168826, | |
| 0.0002904624360993142, | |
| 0.0002891261998983076, | |
| 0.00028548002831877724, | |
| 0.00028195059715363995, | |
| 0.00028081047688827105, | |
| -0.0002781871931785194, | |
| -0.0002749595138430894, | |
| -0.00026943687199746844, | |
| -0.00026064551257195704, | |
| -0.0002601864911921752, | |
| -0.00025960302408574, | |
| 0.0002589277012382306, | |
| 0.0002564159921742336, | |
| 0.0002562680882769763, | |
| -0.0002551014458424355, | |
| -0.00025350437328705024, | |
| 0.0002501665552899708, | |
| 0.0002484029105886288, | |
| 0.0002483832208672094, | |
| 0.0002454115509622261, | |
| 0.00024400557057441047, | |
| -0.00024318536986606666, | |
| -0.00023906994625109694, | |
| 0.00023762667903811006, | |
| -0.00023544362062389104, | |
| 0.00023110775394730637, | |
| 0.0002308320210111096, | |
| 0.00023014499335922105, | |
| 0.00022713705288083678, | |
| -0.00022550052801575317, | |
| 0.00022475426881840986, | |
| -0.00022465946712804874, | |
| 0.00022398909801704575, | |
| 0.00022346217560694908, | |
| -0.00021843852633917125, | |
| -0.00021672104837876601, | |
| 0.00021615328974532096, | |
| 0.000215490058385205, | |
| 0.00021498109145642627, | |
| 0.00021494075472010642, | |
| -0.00020836220151390343, | |
| -0.00020705425362200109, | |
| -0.00020523756058536793, | |
| 0.00020480799796745742, | |
| 0.00020418249414946746, | |
| -0.00020401222653171005, | |
| -0.00020108742379134606, | |
| 0.0002006077706247752, | |
| -0.00020008681989989405, | |
| -0.0001997841681202355, | |
| 0.0001917366475682332, | |
| -0.00018698213784932015, | |
| -0.00018602054011249947, | |
| -0.00018365957266026152, | |
| -0.00018324120289732267, | |
| -0.0001819527243234266, | |
| -0.00018086790408053938, | |
| -0.00018045726834791013, | |
| -0.0001775601532327912, | |
| 0.00017682123466281305, | |
| -0.00017575595915790345, | |
| 0.00017420081497033208, | |
| -0.00017365699420668015, | |
| 0.00017256450740413176, | |
| -0.0001715041524418595, | |
| 0.00017126911520473265, | |
| -0.00017079941164415799, | |
| 0.00016917077955260737, | |
| 0.00016859030998277798, | |
| 0.00016765355582976657, | |
| 0.00016752419943552932, | |
| -0.00016371749745612552, | |
| 0.00016307113117538556, | |
| -0.00016240684604916988, | |
| -0.00016219553684556097, | |
| -0.00016060842803453557, | |
| -0.00015971965353859003, | |
| -0.00015792162327922703, | |
| 0.00015679760780018222, | |
| -0.00015617224504488954, | |
| 0.00015535346237701, | |
| -0.00015506561711035166, | |
| 0.0001547067203071725, | |
| 0.00015389539795731467, | |
| -0.00015301796409689263, | |
| 0.00015178218104677088, | |
| 0.0001508815939153014, | |
| -0.00015069673376050903, | |
| 0.0001467434039116023, | |
| 0.00014658994721547988, | |
| -0.00014653476782607218, | |
| 0.00014224872363250414, | |
| -0.00014202773864261645, | |
| 0.00014148213508762274, | |
| 0.00014131366671099542, | |
| -0.00014062258956642744, | |
| -0.0001404501845727311, | |
| -0.00013659367361756335, | |
| -0.00013627211590278937, | |
| -0.00013418200903115245, | |
| -0.00013230383367497357, | |
| 0.00013198249697764477, | |
| -0.00013123749738142303, | |
| -0.00013064184683964883, | |
| 0.00012996767856489618, | |
| 0.00012857350776929164, | |
| -0.00012581467659674312, | |
| 0.00012539017439903118, | |
| -0.00012290850769587514, | |
| 0.00012230723444796172, | |
| -0.00012121100270779886, | |
| -0.00012043599099798502, | |
| -0.00011985406790546583, | |
| 0.00011942953659801502, | |
| 0.00011437442402791522, | |
| 0.00011359349032235482, | |
| 0.00011338590507888022, | |
| -0.000112865259142192, | |
| 0.00011257309292013026, | |
| 0.00011145408960183582, | |
| -0.00011087245332298363, | |
| -0.00010985785273222561, | |
| 0.00010880933834740181, | |
| -0.0001066007798686838, | |
| -0.00010576978936882807, | |
| 0.0001047652331767933, | |
| -0.00010415705202814897, | |
| -0.0001038816855076672, | |
| 0.00010119876942036542, | |
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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": 0.057971014492753624, | |
| "recall": 6.666666666666666, | |
| "f1": 0.11494252873563218, | |
| "jaccard": 0.05763688760806916 | |
| } | |
| } | |
| } |