| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "LOC154761", | |
| "ANGEL1", | |
| "NMI", | |
| "IRGM", | |
| "RASA4", | |
| "BARHL2", | |
| "CELA2A", | |
| "KIR2DL4", | |
| "PCDHB13", | |
| "C17orf107", | |
| "CFAP97D1", | |
| "ART1", | |
| "FUNDC2P2", | |
| "CYP4V2", | |
| "PPM1F", | |
| "MAP3K7CL", | |
| "RNF32", | |
| "IL13RA2", | |
| "AMACR", | |
| "NPBWR1", | |
| "C11orf16", | |
| "H2AC15", | |
| "DNAJB1", | |
| "LINC00207", | |
| "LALBA", | |
| "F8", | |
| "FOXN4", | |
| "LCE1C", | |
| "ZNF277", | |
| "OR14I1", | |
| "IFNL2", | |
| "TTTY2", | |
| "SCN5A", | |
| "PKD1L3", | |
| "PITX3", | |
| "DEFA6", | |
| "PARP3", | |
| "NKX6-2", | |
| "PSG2", | |
| "AFM", | |
| "KBTBD11", | |
| "FAM222A", | |
| "SLC35D3", | |
| "OR5B12", | |
| "SNORA80A", | |
| "MATN4", | |
| "GDF11", | |
| "SLC12A6", | |
| "OR2A2", | |
| "GJB7", | |
| "CHST6", | |
| "APOF", | |
| "ADAM3A", | |
| "RRN3P2", | |
| "B3GALT2", | |
| "ANXA10", | |
| "NBR2", | |
| "ELAC2", | |
| "FLJ30679", | |
| "ASB11", | |
| "FUS", | |
| "POMZP3", | |
| "IQCF3", | |
| "ANKMY1", | |
| "PF4", | |
| "SLC44A4", | |
| "OR52A4P", | |
| "HNRNPA3P1", | |
| "NPPB", | |
| "ZNG1C", | |
| "FCN2", | |
| "AIPL1", | |
| "PCDHGA4", | |
| "SNORA16B", | |
| "CHERP", | |
| "BLID", | |
| "FAM226B", | |
| "LEUTX", | |
| "TIPIN", | |
| "CAPN13", | |
| "RBFOX3", | |
| "KRT84", | |
| "SNORA61", | |
| "H2BC8", | |
| "APP", | |
| "C3orf38", | |
| "GDNF", | |
| "ECEL1", | |
| "FANCD2OS", | |
| "C4BPA", | |
| "REXO1L1P", | |
| "SLC5A9", | |
| "GBP3", | |
| "LGALS9B", | |
| "INSYN2B", | |
| "LCE2D", | |
| "GALNTL5", | |
| "PTEN", | |
| "LINC02915", | |
| "VCY", | |
| "GTF2IP1", | |
| "NXPE1", | |
| "CNTD1", | |
| "DCD", | |
| "ABCA15P", | |
| "ACTL7A", | |
| "RBMY2FP", | |
| "SPATA46", | |
| "AGA", | |
| "CRISP2", | |
| "RGPD8", | |
| "ADAM2", | |
| "MYRIP", | |
| "LINC01465", | |
| "TAFA3", | |
| "RAB41", | |
| "POMC", | |
| "NAT1", | |
| "DNAJC25-GNG10", | |
| "CETN4P", | |
| "DEFB103B", | |
| "OSTCP1", | |
| "BARX2", | |
| "DCAF4L2", | |
| "SPANXN5", | |
| "PRUNE2", | |
| "PSD2", | |
| "CYP2F1", | |
| "OPN4", | |
| "OR2M5", | |
| "HAPLN4", | |
| "IQCF1", | |
| "MADCAM1", | |
| "C3orf22", | |
| "CCDC144CP", | |
| "C10orf90", | |
| "FGF7P3", | |
| "GPRC5D", | |
| "TDRD3", | |
| "OR9A4", | |
| "PRAMEF4", | |
| "RANBP3", | |
| "PPP1R2C", | |
| "GLRA1", | |
| "CLCA1", | |
| "CCDC71", | |
| "LPL", | |
| "IFNA8", | |
| "ANXA8L1", | |
| "GTF2H2C", | |
| "PATE4", | |
| "CT45A3", | |
| "DCTN2", | |
| "SKAP1", | |
| "OR5H6", | |
| "ITPRID1", | |
| "OR1F2P", | |
| "MUC13", | |
| "DCBLD1", | |
| "SHCBP1L", | |
| "BPIFB6", | |
| "CYP11B1", | |
| "RFESD", | |
| "SLC5A10", | |
| "KRT18", | |
| "PKD2L1", | |
| "STARD6", | |
| "CYP4F11", | |
| "SPO11", | |
| "TMEM88B", | |
| "TXNIP", | |
| "TMEM40", | |
| "FAM25A", | |
| "IL20RB", | |
| "SNCA", | |
| "POU3F1", | |
| "SND1-IT1", | |
| "OR8A1", | |
| "ELAVL4", | |
| "TMPRSS11A", | |
| "SLC35F4", | |
| "MAGEA5P", | |
| "AADAT", | |
| "OR5K4", | |
| "ZNF442", | |
| "TAS2R60", | |
| "AAA1", | |
| "ADH1A", | |
| "OTX2", | |
| "DNAH12", | |
| "RBP2", | |
| "FOXL2NB", | |
| "TRAM1", | |
| "KRT32", | |
| "GLT6D1", | |
| "OR1J2", | |
| "FAM41C", | |
| "ZNF705D", | |
| "TMEM14EP", | |
| "LILRP2", | |
| "IL7", | |
| "KRTAP3-2", | |
| "ATP6V1C2", | |
| "OR1L6", | |
| "CCN6", | |
| "KLC4", | |
| "NKX2-6", | |
| "CYP4A22", | |
| "DSCAML1", | |
| "EQTN", | |
| "GP2", | |
| "CRYBA1", | |
| "PPIAL4E", | |
| "CNTNAP2", | |
| "RGPD1", | |
| "OR6N1", | |
| "HS3ST2", | |
| "ARTN", | |
| "PCDHGA9", | |
| "PPP1R3G", | |
| "ELOA2", | |
| "PCA3", | |
| "H4C13", | |
| "ARPP21", | |
| "SUMO1P1", | |
| "IL17B", | |
| "HOXD12", | |
| "ALDH8A1", | |
| "OR12D2", | |
| "SYCP3", | |
| "PCDH11Y", | |
| "HENMT1", | |
| "TDRD12", | |
| "FAM138B", | |
| "ALDH1L1", | |
| "OR4L1", | |
| "CTAG2", | |
| "DPPA5", | |
| "OR10H4", | |
| "ALX1", | |
| "GAD1", | |
| "YIPF7", | |
| "EFR3B", | |
| "RPA4", | |
| "SLC22A9", | |
| "PRPS1L1", | |
| "KLHDC7B", | |
| "OR52I1", | |
| "OR8G5", | |
| "KPLCE", | |
| "HOXD10", | |
| "ACE2", | |
| "CIMAP1D", | |
| "ERAP1", | |
| "CCL3L1", | |
| "GAGE8", | |
| "STXBP5", | |
| "GLB1", | |
| "STRA8", | |
| "SULT2A1", | |
| "TAC4", | |
| "LOC100240734", | |
| "PRAMEF13", | |
| "RAB9BP1", | |
| "FGF19", | |
| "HCG9", | |
| "POLR1A", | |
| "TRIML2", | |
| "GSX1", | |
| "GRIN2B", | |
| "IFNA17", | |
| "PDE4A", | |
| "ABCC6", | |
| "LINC00052", | |
| "NGB", | |
| "OXGR1", | |
| "TTTY6", | |
| "FER1L5", | |
| "USH2A", | |
| "DGKG", | |
| "LDHC", | |
| "CATSPER4", | |
| "GAREM1", | |
| "C17orf75", | |
| "OR13C3", | |
| "C3orf20", | |
| "GSG1L", | |
| "OR2J2", | |
| "SKOR1", | |
| "NR2E3", | |
| "TRPC3", | |
| "FKBP1AP1", | |
| "LIM2", | |
| "SUPT20HL2", | |
| "SCARNA3", | |
| "TRIM77", | |
| "C4BPB", | |
| "MANBA", | |
| "METTL27", | |
| "DLGAP1", | |
| "ALG1L2", | |
| "TMPRSS7", | |
| "KCNH7", | |
| "PCDHGA5", | |
| "CALY", | |
| "SCLY", | |
| "SLC52A3", | |
| "SST", | |
| "GCM2", | |
| "OR10G3", | |
| "SRD5A3", | |
| "SPACA1", | |
| "TANK", | |
| "ADRA1A", | |
| "PDC", | |
| "ANK2", | |
| "KLHL34", | |
| "OTOP2", | |
| "TRIM49", | |
| "GDPD3", | |
| "OR10Q1", | |
| "TENT5D", | |
| "TRIM43", | |
| "SALL3", | |
| "SMAP1", | |
| "TMOD1", | |
| "PRORSD1P", | |
| "TTTY9B", | |
| "AK8", | |
| "SIX6", | |
| "ISX", | |
| "CYP2A7", | |
| "OR2K2", | |
| "ATP6V1G3", | |
| "H3C1", | |
| "SNORA5B", | |
| "KCNIP2", | |
| "C2CD4C", | |
| "C2orf72", | |
| "FRG2C", | |
| "HEATR6", | |
| "PBK", | |
| "TRIM49D2", | |
| "PCDHA8", | |
| "KCNG1", | |
| "GJD2", | |
| "OR4K15", | |
| "ASB9", | |
| "NPFFR2", | |
| "IQCK", | |
| "OR2A1", | |
| "IGFL4", | |
| "TCAF2", | |
| "TRIM60", | |
| "ETFA", | |
| "GPR78", | |
| "OR2L8", | |
| "H3C11", | |
| "GLYATL2", | |
| "FABP12", | |
| "FABP3", | |
| "ARHGAP28", | |
| "VN1R4", | |
| "PIP5K1P1", | |
| "LSMEM2", | |
| "RNF152", | |
| "CDH12", | |
| "PANX3", | |
| "BSND", | |
| "CCDC144NL", | |
| "CDRT15", | |
| "MYBPC3", | |
| "DRD2", | |
| "ZNF99", | |
| "IFITM5", | |
| "SERPINB11", | |
| "TMIGD1", | |
| "SDCBP2", | |
| "POM121L10P", | |
| "ZFP91-CNTF", | |
| "TCP10L3", | |
| "CD200R1L", | |
| "OR10W1", | |
| "DHCR24", | |
| "TMC1", | |
| "RAET1E", | |
| "OR2T6", | |
| "FAM99A", | |
| "USP43", | |
| "IER3", | |
| "AGAP1", | |
| "SPATA31J1", | |
| "TAS2R8", | |
| "MGLL", | |
| "UGT2B28", | |
| "SNTG1", | |
| "TBC1D28", | |
| "PXMP4", | |
| "FSHR", | |
| "HDGFL1", | |
| "TAFA4", | |
| "SSX3", | |
| "ZPLD1", | |
| "H1-6", | |
| "FAM9B", | |
| "LINC00244", | |
| "PLA2G2F", | |
| "S100A12", | |
| "CPLX3", | |
| "TAS2R40", | |
| "KRTAP5-6", | |
| "GNG13", | |
| "OR4S2", | |
| "GCSAML", | |
| "PROZ", | |
| "ABRA", | |
| "ATP8B5P", | |
| "OR2T4", | |
| "MSH3", | |
| "SNORD89", | |
| "LRRC24", | |
| "CCR9", | |
| "CRYZ", | |
| "TBX20", | |
| "SHISA3", | |
| "GALP", | |
| "CA10", | |
| "CGB1", | |
| "UTP6", | |
| "OR5H14", | |
| "AGTR2", | |
| "CLCA4", | |
| "MGC15885", | |
| "PROCA1", | |
| "CSMD3", | |
| "IL3", | |
| "PPP2R3C", | |
| "OR5M10", | |
| "DLGAP2", | |
| "WIF1", | |
| "OR4B1", | |
| "PCDHB16", | |
| "GAGE2C", | |
| "PAEP", | |
| "IL1RAPL2", | |
| "OR6A2", | |
| "LIPN", | |
| "NRG3", | |
| "ZNF560", | |
| "SUPT6H", | |
| "AKR1B15", | |
| "SYT10", | |
| "LHX8", | |
| "SCGB1C1", | |
| "CT45A2", | |
| "ERN2", | |
| "N4BP2L1", | |
| "PCDHA6", | |
| "SLC6A10P", | |
| "PCYOX1L", | |
| "PLIN2", | |
| "ADGRG4", | |
| "OR1N1", | |
| "NUF2", | |
| "SAXO5", | |
| "SPTA1", | |
| "LINC00301", | |
| "FBXW12", | |
| "FEV", | |
| "SNORA15", | |
| "HEXA", | |
| "C17orf78", | |
| "YWHAH-AS1", | |
| "SYNPR", | |
| "RRH", | |
| "TCAM1P", | |
| "VIM", | |
| "LOC286359", | |
| "FBXO39", | |
| "KRTAP1-3", | |
| "MUC7", | |
| "GUSB", | |
| "HSPA1A", | |
| "IFI16", | |
| "PAX4", | |
| "C16orf90", | |
| "PAGE4", | |
| "ST18", | |
| "SCHIP1", | |
| "MGC2889", | |
| "TAFA5", | |
| "GABRA3", | |
| "CDH9", | |
| "PISRT1", | |
| "LINC00161", | |
| "ZNF322P1", | |
| "KHSRP", | |
| "DSCAM", | |
| "PRAMEF2", | |
| "LDHAL6A", | |
| "UNCX", | |
| "ZC2HC1B", | |
| "SPATA16", | |
| "ATOH1", | |
| "OR9K2", | |
| "KCNH6", | |
| "SERPINC1", | |
| "PLA2G4D", | |
| "LY6K", | |
| "TSNARE1", | |
| "NKAPP1", | |
| "OR10H2", | |
| "APOH", | |
| "FLJ36000", | |
| "SPMAP1", | |
| "PTX4", | |
| "SP8", | |
| "DNAJB3", | |
| "ERP29", | |
| "SRRM3", | |
| "FAM90A1", | |
| "DEFB135", | |
| "DUSP5P1", | |
| "EMX2", | |
| "GHDC", | |
| "SAAL1", | |
| "NBPF4", | |
| "ITFG2", | |
| "SNORA52", | |
| "ZPBP", | |
| "TADA2B", | |
| "LINC00323", | |
| "SMOX", | |
| "LLCFC1", | |
| "KNSTRN", | |
| "GPR52", | |
| "USP35", | |
| "OR5A2", | |
| "HORMAD2", | |
| "LCNL1", | |
| "MECOM", | |
| "OR7A10", | |
| "SCRT1", | |
| "SEC14L5", | |
| "SLC6A11", | |
| "FAM53A", | |
| "SNORA70", | |
| "CCDC54", | |
| "YIPF2", | |
| "FAM151B", | |
| "GPR151", | |
| "KRTAP9-8", | |
| "SPANXN1", | |
| "SNX32", | |
| "GAS2L2", | |
| "PHEX", | |
| "MGARP", | |
| "CST9", | |
| "PCDHGA8", | |
| "ANO1", | |
| "SYCE1", | |
| "ADGRA1", | |
| "ARL17B", | |
| "HTN3", | |
| "HSPB9", | |
| "UCP1", | |
| "ZYG11A", | |
| "MINAR1", | |
| "XKRYP7", | |
| "TTC38", | |
| "SULT1B1", | |
| "RAB3B", | |
| "IFNA4", | |
| "LRIF1", | |
| "CYP1A1", | |
| "TEX36", | |
| "POTED", | |
| "SNORD15A", | |
| "NLRP8", | |
| "LCE1D", | |
| "TLCD3B", | |
| "C17orf100", | |
| "ALOX15", | |
| "CTSF", | |
| "C7orf33", | |
| "OR9Q1", | |
| "OR10R2", | |
| "PURG", | |
| "SGCZ", | |
| "SPATA21", | |
| "CEACAM20", | |
| "TDRP", | |
| "TACR2", | |
| "OR52N2", | |
| "RNF126P1", | |
| "STAG3L4", | |
| "PCDHGA1", | |
| "RBPJL", | |
| "BARHL1", | |
| "KCNU1", | |
| "FIGNL2", | |
| "ANKRD20A11P", | |
| "MPP7", | |
| "LRRC28", | |
| "GML", | |
| "TRARG1", | |
| "OR52E6", | |
| "FAM32A", | |
| "PRR27", | |
| "SLC18A1", | |
| "NR5A2", | |
| "KIF20A", | |
| "FOS", | |
| "LINC00305", | |
| "CNGA4", | |
| "LOC91450", | |
| "OR2M4", | |
| "PRSS37", | |
| "LINC01600", | |
| "SNORA28", | |
| "KRTAP2-2", | |
| "CSN1S2AP", | |
| "LGALS7", | |
| "VCX", | |
| "ENAM", | |
| "CDC20", | |
| "SERPINA7", | |
| "XKR7", | |
| "KRTAP27-1", | |
| "SMCP", | |
| "DIRC3", | |
| "LINC02903", | |
| "ENPP4", | |
| "MS4A6E", | |
| "SLC39A4", | |
| "CPXCR1", | |
| "SLCO1B1", | |
| "LY6G6E", | |
| "LPO", | |
| "MS4A5", | |
| "CTAGE6", | |
| "VN1R2", | |
| "NUB1", | |
| "GLB1L", | |
| "VPS33B", | |
| "CISD2", | |
| "OR2T34", | |
| "TMED7", | |
| "SSX6P", | |
| "ACOX2", | |
| "KIAA1210", | |
| "OR4C3", | |
| "CGB5", | |
| "GATA4", | |
| "CNGB3", | |
| "BMP3", | |
| "OR5L1", | |
| "DDX49", | |
| "ODF4", | |
| "MYH15", | |
| "CLEC4M", | |
| "SNORA51", | |
| "CTSV", | |
| "KRTAP10-12", | |
| "KRT81", | |
| "NAGS", | |
| "H2AC17", | |
| "SNORA16A", | |
| "MICA", | |
| "BPI", | |
| "DEFB136", | |
| "PTPRN", | |
| "SERPINA10", | |
| "LMO1", | |
| "IGF2BP1", | |
| "GLYCAM1", | |
| "TMEM114", | |
| "FAM83C", | |
| "GNAT3", | |
| "TAF1B", | |
| "UROC1", | |
| "USP29", | |
| "HYAL4", | |
| "CDKN2A-AS1", | |
| "NKX6-1", | |
| "HLA-DRB6", | |
| "PIGW", | |
| "CD99L2", | |
| "PYDC1", | |
| "SNAR-C3", | |
| "ANLN", | |
| "DNAJC15", | |
| "KRTAP10-7", | |
| "OR10AG1", | |
| "BARX1", | |
| "GAGE2E", | |
| "BPY2", | |
| "IL1F10", | |
| "TXNDC9", | |
| "SNAR-A3", | |
| "SNORD103A", | |
| "CPNE1", | |
| "SAA3P", | |
| "FOLH1B", | |
| "KRTAP20-2", | |
| "OR10K2", | |
| "XAGE5", | |
| "SYN2", | |
| "SNORA35", | |
| "MEPE", | |
| "SNORA11C", | |
| "GFRA2", | |
| "UGT2B10", | |
| "TTTY20", | |
| "SPPL2C", | |
| "KRTAP19-2", | |
| "SNORD16", | |
| "KRTAP22-1", | |
| "TTTY12", | |
| "OR4C13", | |
| "KRTAP4-5", | |
| "PPIAL4A", | |
| "TSPY1", | |
| "OR52E2", | |
| "PRR20B", | |
| "SNAR-E", | |
| "SNORD23", | |
| "TSPY2", | |
| "SNORD115-20", | |
| "SNAR-G1", | |
| "SNORA36C", | |
| "PRR20D", | |
| "TTTY21", | |
| "KRTAP25-1", | |
| "TTTY18", | |
| "SNAR-G2", | |
| "TSPY4", | |
| "SNAR-H", | |
| "TTTY1B", | |
| "TTTY22" | |
| ], | |
| "Coefficient": [ | |
| 3.18807902284465, | |
| -2.7457062300463213, | |
| 2.568546761844526, | |
| -2.449277342677827, | |
| -2.366026164689371, | |
| -2.206332099044298, | |
| -2.138596142380546, | |
| 2.005291732289085, | |
| -1.9684705664549396, | |
| 1.9558014025304384, | |
| -1.9041768480030519, | |
| -1.8414534975703498, | |
| 1.8086161955496116, | |
| 1.7849186557443133, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| 2.7457062300463213, | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 89.47368421052632, | |
| "precision": 89.63359726750505, | |
| "recall": 99.8076923076923, | |
| "f1": 94.40889324215085 | |
| }, | |
| "selection": { | |
| "precision": 0.21946639241092097, | |
| "recall": 1.4, | |
| "f1": 0.37943335257622335, | |
| "jaccard": 0.19019097280867098 | |
| } | |
| } | |
| } |