| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "RIC8A", | |
| "DYM", | |
| "CCDC47", | |
| "TIAM2", | |
| "TNNI3", | |
| "VGLL2", | |
| "ZNF444", | |
| "CHMP5", | |
| "FRS2", | |
| "MCFD2", | |
| "SULT1C3", | |
| "C8orf56", | |
| "HIST1H2BI", | |
| "C9orf5", | |
| "FLJ46111", | |
| "FGF2", | |
| "MGAT3", | |
| "C3orf51", | |
| "FSD2", | |
| "TOPORS", | |
| "HERPUD2", | |
| "LHX1", | |
| "RTN2", | |
| "IGHMBP2", | |
| "LOC84856", | |
| "ARL5A", | |
| "EEF2", | |
| "PADI2", | |
| "DNAJC27", | |
| "OR10AG1", | |
| "LY6G6C", | |
| "ZNF167", | |
| "OR5D18", | |
| "MTNR1B", | |
| "CCDC52", | |
| "ARSA", | |
| "IGFBP1", | |
| "NUAK2", | |
| "DEM1", | |
| "TXNDC17", | |
| "PYGO1", | |
| "ODZ2", | |
| "CDC14C", | |
| "DPCD", | |
| "ERF", | |
| "ZAR1", | |
| "FATE1", | |
| "MORC1", | |
| "RESP18", | |
| "BEND6", | |
| "DAB1", | |
| "SNORA15", | |
| "C1orf53", | |
| "UPF0639", | |
| "OSR2", | |
| "DPY19L2P4", | |
| "ADCK4", | |
| "ATRIP", | |
| "TRHR", | |
| "CLIC6", | |
| "SERPINB9", | |
| "UNC93A", | |
| "LLPH", | |
| "OR52N5", | |
| "LOC651250", | |
| "C21orf29", | |
| "RFPL3", | |
| "CA9", | |
| "C1QTNF9", | |
| "FAM155A", | |
| "C2orf14", | |
| "LANCL2", | |
| "MBD3L2", | |
| "H2AFY", | |
| "C6orf72", | |
| "FTHL17", | |
| "LAT", | |
| "NQO2", | |
| "MYH7B", | |
| "OPN3", | |
| "PNLIPRP2", | |
| "FAM157A", | |
| "NANOS1", | |
| "NLRP4", | |
| "RHOU", | |
| "ADIPOR2", | |
| "KRTAP5-9", | |
| "USP29", | |
| "ANKRD32", | |
| "C7orf49", | |
| "LOC157627", | |
| "ARHGAP10", | |
| "ZNRF1", | |
| "RAP1GAP2", | |
| "ACSM4", | |
| "OR4S2", | |
| "SP9", | |
| "SLN", | |
| "ZSCAN5B", | |
| "DUSP13", | |
| "AMAC1L2", | |
| "TMEM14E", | |
| "MID2", | |
| "OR56A4", | |
| "AKIRIN1", | |
| "FAM21A", | |
| "KIAA0776", | |
| "ACTL7A", | |
| "OR6C3", | |
| "TBCC", | |
| "CARTPT", | |
| "GTF2H2C", | |
| "TFAP2D", | |
| "TSSC4", | |
| "RPSAP52", | |
| "PPIAL4E", | |
| "MED13", | |
| "DUSP23", | |
| "TMEM59L", | |
| "KCNK18", | |
| "NMB", | |
| "IRGM", | |
| "PAQR9", | |
| "ZNF502", | |
| "TPCN2", | |
| "C14orf145", | |
| "CABP5", | |
| "TUBB8", | |
| "TCF23", | |
| "GLRA4", | |
| "C1orf201", | |
| "RHBG", | |
| "ZSCAN5A", | |
| "SERPIND1", | |
| "SCARNA23", | |
| "SLC22A16", | |
| "MAGEB1", | |
| "CD1B", | |
| "HIST1H3F", | |
| "OR52E2", | |
| "LOC100131691", | |
| "CYP4F8", | |
| "CYP26C1", | |
| "ATAD3B", | |
| "TRIM6-TRIM34", | |
| "OR5H6", | |
| "CNOT4", | |
| "SNORA62", | |
| "POLDIP3", | |
| "CSRP2BP", | |
| "USP50", | |
| "ROBO3", | |
| "LAIR2", | |
| "MFGE8", | |
| "IGFN1", | |
| "RPE", | |
| "PTCHD3", | |
| "C2orf39", | |
| "C15orf43", | |
| "LOC100192379", | |
| "FAM92A1", | |
| "ZNF605", | |
| "ASB11", | |
| "STAG3L4", | |
| "OPN1MW", | |
| "TAF7L", | |
| "ZNF491", | |
| "LOC286094", | |
| "FAM78B", | |
| "SLC22A25", | |
| "NPB", | |
| "LOC407835", | |
| "LOC100131496", | |
| "NDUFAF4", | |
| "DISC1", | |
| "IL12B", | |
| "DEFB109P1B", | |
| "SHKBP1", | |
| "DCAF12L1", | |
| "KLK3", | |
| "THRB", | |
| "OR6W1P", | |
| "PGA5", | |
| "OLIG3", | |
| "RHCE", | |
| "CELA2A", | |
| "AKR1C4", | |
| "BRD7P3", | |
| "DACH2", | |
| "UTP11L", | |
| "HSFX2", | |
| "PDYN", | |
| "RBM46", | |
| "EIF4E1B", | |
| "PRKCG", | |
| "TBC1D3P2", | |
| "C4orf11", | |
| "FLJ39582", | |
| "NANOG", | |
| "BTN2A3", | |
| "PROKR1", | |
| "C22orf42", | |
| "FAM110A", | |
| "FKBP1AP1", | |
| "CDH12", | |
| "MMP17", | |
| "STRA8", | |
| "ODF4", | |
| "LGALS13", | |
| "XKR9", | |
| "WDR61", | |
| "URGCP", | |
| "ZNF586", | |
| "MET", | |
| "FTCD", | |
| "PCDHGB2", | |
| "MIP", | |
| "CLRN2", | |
| "CBWD5", | |
| "PGLYRP3", | |
| "ZNF717", | |
| "TPD52L3", | |
| "C12orf40", | |
| "TREX1", | |
| "PRAMEF8", | |
| "CRYZ", | |
| "PAGE1", | |
| "ABCG1", | |
| "MAG", | |
| "CETN1", | |
| "CADM2", | |
| "C3orf23", | |
| "ZCCHC12", | |
| "DDI1", | |
| "MS4A13", | |
| "ZNF648", | |
| "HIST1H2BB", | |
| "LCT", | |
| "OR8A1", | |
| "OCA2", | |
| "DEXI", | |
| "SYCP3", | |
| "PCDHB15", | |
| "C1orf128", | |
| "SLC32A1", | |
| "ALMS1P", | |
| "SLC13A4", | |
| "CRLF1", | |
| "CLLU1OS", | |
| "KLHL10", | |
| "CMYA5", | |
| "ZCCHC13", | |
| "STK32A", | |
| "MKKS", | |
| "GDNF", | |
| "SERPINA9", | |
| "KRT39", | |
| "LHX3", | |
| "LOC100134368", | |
| "LECT1", | |
| "MPZ", | |
| "FAM71F2", | |
| "UGT2B11", | |
| "LOC100132288", | |
| "TAC4", | |
| "FAM59A", | |
| "PKDREJ", | |
| "SLC44A2", | |
| "NXNL2", | |
| "PSORS1C1", | |
| "HBZ", | |
| "RBMY1J", | |
| "LIM2", | |
| "PIH1D1", | |
| "PLSCR2", | |
| "TRY6", | |
| "C4orf27", | |
| "PRTN3", | |
| "RP1L1", | |
| "HRNBP3", | |
| "TAF8", | |
| "BCL2L15", | |
| "LOC154822", | |
| "TEAD2", | |
| "GJB7", | |
| "LYZL6", | |
| "YIPF7", | |
| "CETN4P", | |
| "FER1L6", | |
| "ZNF471", | |
| "EDDM3B", | |
| "TAS2R19", | |
| "BZRAP1", | |
| "TTN", | |
| "SNORA67", | |
| "ANKRD42", | |
| "C22orf24", | |
| "LOC100133957", | |
| "NCRNA00110", | |
| "ZCCHC4", | |
| "PCDHA2", | |
| "PRSS53", | |
| "SNORA5A", | |
| "ALG11", | |
| "ATP5A1", | |
| "CT47A7", | |
| "PRKAG3", | |
| "MEPE", | |
| "MAPK10", | |
| "MBD3L5", | |
| "SAR1A", | |
| "PLD3", | |
| "EPS15L1", | |
| "DCAF4L1", | |
| "DSCR4", | |
| "ZNF606", | |
| "SLC20A1", | |
| "BRCC3", | |
| "KRT36", | |
| "OLIG2", | |
| "TP53TG5", | |
| "C5", | |
| "DKFZp686A1627", | |
| "ZNF784", | |
| "DYRK1B", | |
| "ADAM29", | |
| "ID2B", | |
| "LOC391322", | |
| "GCK", | |
| "MASP1", | |
| "KAAG1", | |
| "CCNDBP1", | |
| "FAM194A", | |
| "RINL", | |
| "MAGEA4", | |
| "NKPD1", | |
| "ZNF649", | |
| "IMMT", | |
| "PIWIL1", | |
| "RNASE10", | |
| "ATP5L2", | |
| "PROK1", | |
| "TMEM179", | |
| "UBP1", | |
| "CH25H", | |
| "PRKRIR", | |
| "LOC100129534", | |
| "OR2T4", | |
| "SUSD3", | |
| "C2CD2", | |
| "OR10Q1", | |
| "FBXO41", | |
| "SLC17A7", | |
| "ACO2", | |
| "MAP6D1", | |
| "NCRNA00174", | |
| "FLJ42393", | |
| "LMBR1L", | |
| "CRYGB", | |
| "ARMS2", | |
| "SPEM1", | |
| "RPL23AP32", | |
| "SLC23A2", | |
| "TBC1D3G", | |
| "EPX", | |
| "ZNF252", | |
| "ERN1", | |
| "FAM71A", | |
| "RTP1", | |
| "XYLT1", | |
| "IL17F", | |
| "PLCXD2", | |
| "FAM75A6", | |
| "DEFB108B", | |
| "MTIF2", | |
| "WFDC10B", | |
| "TUBAL3", | |
| "SLC22A14", | |
| "GRXCR2", | |
| "HOMEZ", | |
| "BTN3A2", | |
| "AGXT", | |
| "RFXANK", | |
| "PSD2", | |
| "PAAF1", | |
| "PEPD", | |
| "PPP1R7", | |
| "KIF16B", | |
| "SIAH1", | |
| "RGPD8", | |
| "HAO1", | |
| "HELB", | |
| "MT1DP", | |
| "PGPEP1L", | |
| "TFAP2B", | |
| "OR2T10", | |
| "UBTFL1", | |
| "SNORA71C", | |
| "TMPPE", | |
| "PIGB", | |
| "C16orf88", | |
| "OR1L8", | |
| "GPR97", | |
| "RALYL", | |
| "TMEM120A", | |
| "OSM", | |
| "ACSBG2", | |
| "PDZD9", | |
| "IL6", | |
| "TUSC5", | |
| "TRPV1", | |
| "WDR76", | |
| "OPRM1", | |
| "BRD7", | |
| "CFHR1", | |
| "PRKD2", | |
| "DNAJA1", | |
| "OR2K2", | |
| "FAM71F1", | |
| "DGAT2L6", | |
| "TTTY1B", | |
| "HOXB3", | |
| "CDRT15", | |
| "PUM2", | |
| "NCRNA00160", | |
| "F2", | |
| "FAM182A", | |
| "LOC402644", | |
| "OR5K1", | |
| "IPMK", | |
| "PADI6", | |
| "SYNGR1", | |
| "HSPC157", | |
| "GPR78", | |
| "TCTN2", | |
| "ANGPTL3", | |
| "SFRS12", | |
| "MAS1", | |
| "ARHGEF9", | |
| "GUSBP1", | |
| "KCTD8", | |
| "KRCC1", | |
| "FOXD4L5", | |
| "DAOA", | |
| "DGAT2", | |
| "FOXJ3", | |
| "SMR3A", | |
| "SNORA14A", | |
| "PCDHA1", | |
| "ZNF114", | |
| "SVOPL", | |
| "CCL20", | |
| "SPACA4", | |
| "IFNW1", | |
| "C5orf40", | |
| "HAND2", | |
| "ANP32A", | |
| "HLA-J", | |
| "TTTY20", | |
| "SHQ1", | |
| "HESX1", | |
| "PRKD3", | |
| "FOLR3", | |
| "NAA30", | |
| "KATNAL2", | |
| "LOC340508", | |
| "SMR3B", | |
| "LHX8", | |
| "DGCR9", | |
| "LOC285696", | |
| "SPG21", | |
| "LOC728819", | |
| "CD99", | |
| "OR3A1", | |
| "SNORA41", | |
| "TTTY2", | |
| "PTPLA", | |
| "DGCR10", | |
| "SPINT4", | |
| "SNORA69", | |
| "ALDH8A1", | |
| "WWP1", | |
| "KLHL34", | |
| "OR4D2", | |
| "C3orf49", | |
| "LOC127841", | |
| "CMTM6", | |
| "FAM178B", | |
| "GOLGA6C", | |
| "PRSS41", | |
| "LOC221710", | |
| "KRT23", | |
| "SUMO4", | |
| "LOC254312", | |
| "FSHR", | |
| "DEFA6", | |
| "C2orf61", | |
| "IQCA1", | |
| "DDX1", | |
| "C9orf79", | |
| "GRIA3", | |
| "CCDC110", | |
| "STON1-GTF2A1L", | |
| "KRTAP10-10", | |
| "LOC100130264", | |
| "RBMXL2", | |
| "WDR35", | |
| "LOC253039", | |
| "TSPAN16", | |
| "TMEM97", | |
| "TAS2R30", | |
| "MAGEB10", | |
| "EIF3L", | |
| "FAM21B", | |
| "RNU4ATAC", | |
| "NUBP1", | |
| "GSG1L", | |
| "B4GALT1", | |
| "LOC339524", | |
| "ITPKC", | |
| "TMEM189-UBE2V1", | |
| "PCDHB11", | |
| "?|388795", | |
| "ATG7", | |
| "MRPS17", | |
| "USP26", | |
| "C20orf166", | |
| "LAMP2", | |
| "XCR1", | |
| "MGC12982", | |
| "HAPLN4", | |
| "SLC31A1", | |
| "PRSS33", | |
| "?|442388", | |
| "DNAJC22", | |
| "MESP2", | |
| "SPATA19", | |
| "FAM170A", | |
| "SPATA22", | |
| "WNT6", | |
| "HBD", | |
| "TEKT5", | |
| "SPANXN5", | |
| "LRRC24", | |
| "VPS24", | |
| "CNTN3", | |
| "AIPL1", | |
| "CYP2A6", | |
| "AADACL2", | |
| "GHRLOS", | |
| "BMS1P4", | |
| "NR1I3", | |
| "CLTCL1", | |
| "PRAMEF13", | |
| "CCNA1", | |
| "VN1R2", | |
| "FSTL5", | |
| "WDR77", | |
| "C14orf39", | |
| "VN1R5", | |
| "AP3M2", | |
| "ZNF540", | |
| "MDS2", | |
| "CPXCR1", | |
| "HILS1", | |
| "C20orf123", | |
| "TMEM135", | |
| "ZNF577", | |
| "C12orf71", | |
| "RNASE12", | |
| "SNORA32", | |
| "CACNG7", | |
| "DGKD", | |
| "C1orf68", | |
| "NAP1L4", | |
| "LOC643763", | |
| "LOC283332", | |
| "BCL7C", | |
| "AQP12B", | |
| "SLC17A1", | |
| "CTXN3", | |
| "WASH5P", | |
| "TCF7L2", | |
| "NBPF16", | |
| "CDH17", | |
| "TRPM4", | |
| "C3orf20", | |
| "DSCR8", | |
| "SETMAR", | |
| "LOC441601", | |
| "TCEB3B", | |
| "UGT2A3", | |
| "ORM1", | |
| "CALHM1", | |
| "ZDHHC4", | |
| "PKD2L1", | |
| "C2orf67", | |
| "OR6A2", | |
| "CHRNE", | |
| "CRYGA", | |
| "CD177", | |
| "GAGE10", | |
| "TRPM6", | |
| "TTC3", | |
| "RGSL1", | |
| "ZNHIT2", | |
| "TRPC1", | |
| "KCNE4", | |
| "LOC285501", | |
| "RPS26P11", | |
| "MC3R", | |
| "SNORA49", | |
| "PLIN1", | |
| "C3orf79", | |
| "KCNV1", | |
| "VAPB", | |
| "SNORA3", | |
| "FAM166A", | |
| "SDC4P", | |
| "CCL17", | |
| "C5orf60", | |
| "CXCL14", | |
| "C12orf72", | |
| "CTSL3", | |
| "TRIM61", | |
| "SEC63", | |
| "DYTN", | |
| "RCL1", | |
| "ZNF16", | |
| "GOLGA6D", | |
| "ANKRA2", | |
| "MLEC", | |
| "CCDC116", | |
| "SLC25A32", | |
| "C9orf6", | |
| "IGSF22", | |
| "LOC116437", | |
| "BMP10", | |
| "PCDHGA4", | |
| "GPR152", | |
| "DDA1", | |
| "SNORD23", | |
| "CGB1", | |
| "PFN3", | |
| "MATK", | |
| "HS3ST3B1", | |
| "OSBP", | |
| "NF1P1", | |
| "PFKFB2", | |
| "GPR45", | |
| "TTTY22", | |
| "ADO", | |
| "SNORA34", | |
| "CCKBR", | |
| "NDRG3", | |
| "TULP2", | |
| "KRTAP23-1", | |
| "C1orf227", | |
| "USP17", | |
| "SNORD116-19", | |
| "CCDC115", | |
| "CASP5", | |
| "SLC25A31", | |
| "SNORD103A", | |
| "PFKM", | |
| "SNORD88C", | |
| "RMND1", | |
| "ZNF705A", | |
| "FTSJ2", | |
| "SNORD124", | |
| "SLC25A21", | |
| "OR5B21", | |
| "BCYRN1", | |
| "WNT5B", | |
| "ANKFN1", | |
| "SEBOX", | |
| "PLEKHA6", | |
| "GSDMA", | |
| "BASE", | |
| "C10orf53", | |
| "LCE5A", | |
| "SNORD88B", | |
| "C7orf61", | |
| "TRIM37", | |
| "TTTY21", | |
| "ZACN", | |
| "PRR20B", | |
| "TTTY19", | |
| "TTTY13", | |
| "PRLR", | |
| "CT47A11", | |
| "HBA2", | |
| "FAM149A", | |
| "CT62", | |
| "DEFB114", | |
| "ENDOG", | |
| "GFAP", | |
| "OXR1", | |
| "MAT1A", | |
| "SNORA30", | |
| "KRTAP19-2", | |
| "SNORD8", | |
| "PRR20A", | |
| "KRTAP20-1", | |
| "DEFB112", | |
| "PRR20D" | |
| ], | |
| "Coefficient": [ | |
| 4.029240870471237, | |
| -3.9571748203806685, | |
| -3.426023447637285, | |
| -3.2407639481375856, | |
| 3.22510953882202, | |
| 2.645569725506831, | |
| 2.5302843570947973, | |
| 2.4956595873011747, | |
| 2.330093896375815, | |
| -2.3001951418685773, | |
| 2.2568739950879197, | |
| 2.182848744628777, | |
| -2.1559449659672163, | |
| -2.1486003308837796, | |
| -2.114195173134494, | |
| -2.077115800112921, | |
| -1.9754420183265409, | |
| -1.90339882721318, | |
| 1.8917339013201293, | |
| 1.8691898774362743, | |
| 1.8440598700422222, | |
| 1.828978925478009, | |
| 1.8091038546492273, | |
| 1.7899551665630304, | |
| -1.781041173347633, | |
| -1.7666027333801788, | |
| -1.7628249657322184, | |
| -1.7603244849856563, | |
| -1.7560413717614014, | |
| 1.7329439617816338, | |
| -1.727123676463113, | |
| 1.6880943510503719, | |
| -1.6866055464011382, | |
| -1.6763854345254023, | |
| 1.6742274522781457, | |
| -1.6707303680170946, | |
| -1.6553387350421094, | |
| 1.601741338011794, | |
| 1.5933740190732675, | |
| 1.556379223382181, | |
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| 5.288846679921008e-16, | |
| -6.824318296672268e-17 | |
| ], | |
| "Absolute Coefficient": [ | |
| 4.029240870471237, | |
| 3.9571748203806685, | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 90.72727272727272, | |
| "precision": 90.72727272727272, | |
| "recall": 100.0, | |
| "f1": 95.13024215109617 | |
| }, | |
| "selection": { | |
| "precision": 0.3311476343764998, | |
| "recall": 3.7735849056603774, | |
| "f1": 0.6088619124553426, | |
| "jaccard": 0.3058316736213007 | |
| } | |
| } | |
| } |