| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "OGFRL1", | |
| "GCM1", | |
| "PTPRT", | |
| "CSN3", | |
| "BTBD7", | |
| "HNMT", | |
| "TBX2", | |
| "H4C5", | |
| "RTN3", | |
| "NDOR1", | |
| "BCAS3", | |
| "SLC6A20", | |
| "SLC22A3", | |
| "ADH6", | |
| "CAPRIN2", | |
| "GRIK4", | |
| "DELEC1", | |
| "MSX2", | |
| "STON1-GTF2A1L", | |
| "ACTN3", | |
| "ALOX12B", | |
| "NUDT9", | |
| "COL4A6", | |
| "NRP2", | |
| "KRT20", | |
| "SFTPB", | |
| "TSSK1B", | |
| "H1-5", | |
| "RHOBTB1", | |
| "FBLN1", | |
| "RTN2", | |
| "HMGB3", | |
| "SPINK4", | |
| "TDRD12", | |
| "SERPINB5", | |
| "H2BC3", | |
| "C4A", | |
| "SVIL", | |
| "C1QTNF3", | |
| "CLDN1", | |
| "PRPSAP2", | |
| "XCL1", | |
| "SLC66A3", | |
| "IQSEC3", | |
| "TAS2R8", | |
| "APBB2", | |
| "HILPDA", | |
| "KCNJ13", | |
| "SNTB1", | |
| "GJA3", | |
| "S100A4", | |
| "TMEM92", | |
| "WBSCR23", | |
| "ACOT8", | |
| "FXYD7", | |
| "OTC", | |
| "USP36", | |
| "DRD5", | |
| "LIMA1", | |
| "OXSR1", | |
| "SNIP1", | |
| "IGHG3", | |
| "SNTG1", | |
| "DSCR4", | |
| "PNPLA2", | |
| "SPPL2B", | |
| "COCH", | |
| "OPRD1", | |
| "ACSL1", | |
| "HCFC1R1", | |
| "ST3GAL4", | |
| "GJC2", | |
| "IL36G", | |
| "INCENP", | |
| "SERTAD2", | |
| "SPTSSA", | |
| "TMEM248", | |
| "FBLN2", | |
| "DEAF1", | |
| "EFHD1", | |
| "ENO2", | |
| "DNAH7", | |
| "RIOX1", | |
| "ADAM11", | |
| "CETN1", | |
| "DIAPH3", | |
| "NME5", | |
| "CLCA4", | |
| "P2RX3", | |
| "LRRC75B", | |
| "RNF24", | |
| "SST", | |
| "ST3GAL5", | |
| "SERPINE1", | |
| "FCAR", | |
| "GUCY1B2", | |
| "CDY1", | |
| "PRKD1", | |
| "ZP2", | |
| "REG1B", | |
| "ANK1", | |
| "DNAH17", | |
| "ATP2B1", | |
| "MLN", | |
| "POLR1B", | |
| "TP53I11", | |
| "PLIN2", | |
| "KRT81", | |
| "SULF1", | |
| "FMO3", | |
| "ZFP36L2", | |
| "IGFBP4", | |
| "ELAVL3", | |
| "GREM1", | |
| "HIGD1B", | |
| "TUBAL3", | |
| "RNASE4", | |
| "IL12A", | |
| "VPS53", | |
| "ABHD4", | |
| "CELA2B", | |
| "ASIC4", | |
| "SSTR5", | |
| "MGAM", | |
| "ITGA6", | |
| "IFI6", | |
| "ACAD8", | |
| "TLR2", | |
| "ENOSF1", | |
| "CFAP68", | |
| "AVPR1B", | |
| "BRSK2", | |
| "DIRAS3", | |
| "POGLUT2", | |
| "MASP2", | |
| "EVX1", | |
| "CNR2", | |
| "HSPG2", | |
| "FLT1", | |
| "CXCR3", | |
| "CHI3L2", | |
| "ADCY8", | |
| "TLE6", | |
| "ZIC4", | |
| "COL9A3", | |
| "CD28", | |
| "PROZ", | |
| "MMP10", | |
| "MYLIP", | |
| "VCX", | |
| "TMEM47", | |
| "CDC25B", | |
| "PSMC1", | |
| "CYLC2", | |
| "COX7A2", | |
| "CLC", | |
| "MDM1", | |
| "F9", | |
| "PPBPP2", | |
| "DEFA4", | |
| "F8A1", | |
| "ALOX5", | |
| "CABP1", | |
| "ROS1", | |
| "ALDH1L1", | |
| "CNNM4", | |
| "CALCOCO1", | |
| "SPINK5", | |
| "PCDHB6", | |
| "GPR22", | |
| "GUCA2B", | |
| "TRAF3IP1", | |
| "OMP", | |
| "IFI44", | |
| "NPL", | |
| "DEPDC5", | |
| "TPM3", | |
| "FLJ20712", | |
| "PNMA3", | |
| "ZBTB7C", | |
| "USPL1", | |
| "LRRC49", | |
| "ADGRG3", | |
| "ADTRP", | |
| "COX6A2", | |
| "DEPTOR", | |
| "MC2R", | |
| "MCOLN1", | |
| "TMEM245", | |
| "ABCB4", | |
| "KLF15", | |
| "RNLS", | |
| "SAA4", | |
| "OCM", | |
| "SSTR3", | |
| "AQP6", | |
| "CHST1", | |
| "CHIA", | |
| "SMPD3", | |
| "CRP", | |
| "HNF4G", | |
| "SIX5", | |
| "CNTF", | |
| "RNF126P1", | |
| "HTR3A", | |
| "ENO3", | |
| "LTB4R2", | |
| "SLC16A10", | |
| "SLC27A3", | |
| "CSRP3", | |
| "KCNA10", | |
| "DDX10", | |
| "CASP8", | |
| "MYOD1", | |
| "CALML3", | |
| "CRNN", | |
| "BEAN1", | |
| "PSCA", | |
| "CDC14A", | |
| "PPP1R3A", | |
| "IGF2-AS", | |
| "CRCT1", | |
| "PLIN1", | |
| "OR3A2", | |
| "CFHR1", | |
| "BMP4", | |
| "TDRKH", | |
| "GSTA3", | |
| "SYNPO", | |
| "OMG", | |
| "KNTC1", | |
| "MANF", | |
| "LTBP2", | |
| "HAP1", | |
| "CSN2", | |
| "BFSP1", | |
| "RBP1", | |
| "SPN", | |
| "NNT", | |
| "HOXC10", | |
| "APOBEC2", | |
| "ROR2", | |
| "C1QA", | |
| "SF3B4", | |
| "OSGIN1", | |
| "IFNA21", | |
| "DNAAF8", | |
| "ADAM5", | |
| "FCN2", | |
| "SFRP5", | |
| "TGFBR3", | |
| "ACBD3", | |
| "GPR162", | |
| "SOWAHC", | |
| "ACOXL", | |
| "EPHX3", | |
| "GCSH", | |
| "NEUROD4", | |
| "LMO1", | |
| "SLC34A1", | |
| "CXCL5", | |
| "CHD2", | |
| "NTRK1", | |
| "IER5", | |
| "SLC22A6", | |
| "KRT85", | |
| "CRISPLD2", | |
| "THSD7A", | |
| "GABRA4", | |
| "DCBLD2", | |
| "MLEC", | |
| "ITGA3", | |
| "ZNF197", | |
| "TMEM70", | |
| "BCAT1", | |
| "LBH", | |
| "SLC7A5", | |
| "BABAM2", | |
| "WDR33", | |
| "DNALI1", | |
| "PLA2G10", | |
| "PDE3B", | |
| "MAN1C1", | |
| "PTCRA", | |
| "GARNL3", | |
| "CEMIP", | |
| "CCL11", | |
| "KCNJ15", | |
| "KRT76", | |
| "SUGP1", | |
| "C5AR2", | |
| "S100A5", | |
| "ETV2", | |
| "ABCA6", | |
| "OR7E156P", | |
| "ACTL8", | |
| "KIAA0408", | |
| "PGR", | |
| "MBD5", | |
| "P3H4", | |
| "KLK12", | |
| "DSCAM", | |
| "NFATC4", | |
| "TMEM242", | |
| "OR2C1", | |
| "PRKCQ", | |
| "TAS2R9", | |
| "FAP", | |
| "CLCN1", | |
| "RBM12B-AS1", | |
| "FOXN3-AS2", | |
| "IRS4", | |
| "HHCM", | |
| "CDR1", | |
| "PXDC1", | |
| "BMP10", | |
| "FHL5", | |
| "HDLBP", | |
| "SAGE1", | |
| "ST8SIA2", | |
| "SPON2", | |
| "MAFK", | |
| "DKKL1", | |
| "ZNF154", | |
| "LARP6", | |
| "ZNF556", | |
| "TREX2", | |
| "TPSB2", | |
| "ACTN2", | |
| "CTRB1", | |
| "APOC1", | |
| "DPYSL4", | |
| "COPS3", | |
| "PLA2G5", | |
| "HLA-DRB6", | |
| "GAS2", | |
| "PLAAT4", | |
| "ITGB1BP2", | |
| "NKX6-1", | |
| "KRT35", | |
| "TGM4", | |
| "APLNR", | |
| "RHOBTB2", | |
| "RRAGB", | |
| "CCL18", | |
| "NXF3", | |
| "KCNE1", | |
| "FAM30A", | |
| "CYP2B7P", | |
| "KCNQ4", | |
| "NAV1", | |
| "POLR1D", | |
| "DOC2A", | |
| "LRRN3", | |
| "OR7A17", | |
| "OLIG2", | |
| "RNASE1", | |
| "ANKRD7", | |
| "ALX3", | |
| "H1-4", | |
| "SCN2A", | |
| "AASDHPPT", | |
| "SIGLEC1", | |
| "GFRA3", | |
| "KLRG1", | |
| "HHIPL2", | |
| "RPA4", | |
| "SLC43A3", | |
| "CCIN", | |
| "NHLH2", | |
| "SLC35A1", | |
| "PRND", | |
| "CDKL5", | |
| "TGM3", | |
| "RDH8", | |
| "SOCS7", | |
| "HAPLN2", | |
| "XRCC4", | |
| "CNGB3", | |
| "PRSS3P2", | |
| "HOXB8", | |
| "NXF2", | |
| "CADM1", | |
| "GHRH", | |
| "NPPB", | |
| "ACLY", | |
| "KCNIP2", | |
| "TTTY9A", | |
| "SCGB2A1", | |
| "TULP2", | |
| "ACR", | |
| "TULP1", | |
| "MAGEB3", | |
| "JUN", | |
| "NOTCH4", | |
| "SLC25A42", | |
| "MTNAP1", | |
| "SLC22A2", | |
| "KIF5A", | |
| "GH1", | |
| "SNAPC5", | |
| "ASAP2", | |
| "NOX1", | |
| "FAM107A", | |
| "NEURL1", | |
| "TG", | |
| "RFPL3", | |
| "SOD3", | |
| "GPR37L1", | |
| "TTPA", | |
| "GALC", | |
| "ZNF415", | |
| "MRAS", | |
| "NPY6R", | |
| "PGLYRP1", | |
| "FCGR2C", | |
| "MXRA5", | |
| "PIGV", | |
| "ETS1", | |
| "HCRTR2", | |
| "SSH1", | |
| "SIX6", | |
| "CLSPN", | |
| "CRYBA2", | |
| "BMP3", | |
| "MOGAT2", | |
| "PNLIPRP1", | |
| "PSMB5", | |
| "FUT5", | |
| "HESX1", | |
| "NUPR1", | |
| "CUBN", | |
| "UGDH", | |
| "CYP4A11", | |
| "BTNL3", | |
| "FMNL2", | |
| "OR51E2", | |
| "DGCR6L", | |
| "LINC00474", | |
| "CCL20", | |
| "CNTN1", | |
| "WFS1", | |
| "MS4A2", | |
| "DOCK3", | |
| "CCNA1", | |
| "CBL", | |
| "EPS15P1", | |
| "SCARF1", | |
| "GABRB2", | |
| "TBX6", | |
| "NACA2", | |
| "CCL7", | |
| "OTOF", | |
| "SLC27A6", | |
| "PLEKHA8", | |
| "ASPA", | |
| "MSMO1", | |
| "FER", | |
| "H2BC17", | |
| "GPR4", | |
| "ALDOC", | |
| "CRTAM", | |
| "CRYBB1", | |
| "GCH1", | |
| "MUC2", | |
| "CIITA", | |
| "IQSEC2", | |
| "MCF2", | |
| "OR2H2", | |
| "RASA3", | |
| "OR7C2", | |
| "LCN1", | |
| "PNLIPRP2", | |
| "TMPRSS11E", | |
| "ARL17A", | |
| "RNF8", | |
| "ABCA11P", | |
| "XCR1", | |
| "KCNF1", | |
| "COL13A1", | |
| "GPR68", | |
| "MEGF6", | |
| "FST", | |
| "LPAR4", | |
| "SMAD5-AS1", | |
| "DDHD2", | |
| "AMBN", | |
| "OR2S2", | |
| "PAFAH2", | |
| "KEL", | |
| "ZNF205", | |
| "ZMYND10", | |
| "LIN28A", | |
| "DGKI", | |
| "DGKA", | |
| "LCOR", | |
| "POU3F1", | |
| "EMILIN2", | |
| "KIR3DX1", | |
| "TGFB1", | |
| "DNAH2", | |
| "CCL27", | |
| "PPFIA4", | |
| "MAN2C1", | |
| "PLA2G4C", | |
| "PURG", | |
| "PHYHIP", | |
| "TMEM255A", | |
| "BPIFA1", | |
| "CRLF2", | |
| "URB2", | |
| "GRAMD2B", | |
| "BCAN", | |
| "GPR52", | |
| "DNM3", | |
| "MEGF9", | |
| "DUX3", | |
| "ADPRH", | |
| "CDH22", | |
| "IGHG1", | |
| "BRINP2", | |
| "AKAP5", | |
| "DHX35", | |
| "CPNE6", | |
| "ARHGAP5", | |
| "CEL", | |
| "CHAT", | |
| "SYT17", | |
| "RORB", | |
| "HERC3", | |
| "TENM2", | |
| "SFTPA2", | |
| "IL12B", | |
| "EMP1", | |
| "TM6SF2", | |
| "SDC3", | |
| "SEC14L4", | |
| "LDLRAD4", | |
| "H3C3", | |
| "H1-3", | |
| "ZNF646", | |
| "PSORS1C1", | |
| "MAGEC1", | |
| "PLGLB2", | |
| "MS4A6A", | |
| "ZPBP", | |
| "H3C1", | |
| "F8", | |
| "ETFB", | |
| "PSMD14", | |
| "RIMS3", | |
| "IFNA10", | |
| "TACR1", | |
| "GAS6", | |
| "ADRA2A", | |
| "ZDHHC14", | |
| "FOXD2", | |
| "GDNF", | |
| "JADE2", | |
| "RALGPS2", | |
| "KCTD14", | |
| "GUCA2A", | |
| "ZBTB20", | |
| "STAG3", | |
| "MMP27", | |
| "FRAS1", | |
| "MUC8", | |
| "LIFR", | |
| "SLC28A2", | |
| "SEMA7A", | |
| "RGS16", | |
| "CCDC33", | |
| "STARD8", | |
| "LMAN1L", | |
| "AGBL2", | |
| "IGSF9B", | |
| "ADAM7", | |
| "FHL2", | |
| "MYH4", | |
| "CD1B", | |
| "CYP2C8", | |
| "LIMS2", | |
| "FLVCR2", | |
| "FZD8", | |
| "LTBP1", | |
| "SUGCT", | |
| "CCR3", | |
| "PDGFD", | |
| "GBX2", | |
| "RAB3GAP1", | |
| "CACNG4", | |
| "GNG13", | |
| "KRT33B", | |
| "FAAP100", | |
| "NPY4R2", | |
| "PRAMEF12", | |
| "CYB5R2", | |
| "ZNF430", | |
| "RAB3D", | |
| "RAD51B", | |
| "GZMK", | |
| "PLVAP", | |
| "P2RX6", | |
| "APCS", | |
| "PHKG2", | |
| "CHM", | |
| "BBS1", | |
| "DMP1", | |
| "LPAR6", | |
| "C1QB", | |
| "IGHV4-31", | |
| "SOX21", | |
| "ELN", | |
| "LILRB5", | |
| "IFNGR2", | |
| "RAI2", | |
| "IL19", | |
| "ZXDA", | |
| "TACR3", | |
| "COL7A1", | |
| "PTN", | |
| "KPNA5", | |
| "P2RY14", | |
| "ASTE1", | |
| "GC", | |
| "HAS1", | |
| "KLRA1P", | |
| "LUZP4", | |
| "LRRK1", | |
| "CHODL", | |
| "GJB1", | |
| "MPHOSPH8", | |
| "ONECUT2", | |
| "MYO3A", | |
| "SHOX2", | |
| "SPP1", | |
| "HPSE", | |
| "FPR3", | |
| "EYA3", | |
| "LYZL6", | |
| "GPR12", | |
| "TRPV5", | |
| "SPICE1", | |
| "PPP1R12B", | |
| "SH2D1A", | |
| "DHRS9", | |
| "DUX4L8", | |
| "MROH9", | |
| "NTSR1", | |
| "CFP", | |
| "MC3R", | |
| "TFDP3", | |
| "TCL1B", | |
| "ROM1", | |
| "KLC2", | |
| "GPR17", | |
| "PDLIM7", | |
| "P2RY10", | |
| "DNAAF5", | |
| "CD40LG", | |
| "SNORD116-1", | |
| "NPAP1", | |
| "KRTAP5-9", | |
| "NPBWR2", | |
| "TP53I3", | |
| "SCNN1D", | |
| "ANKZF1", | |
| "CLASP1", | |
| "TMOD2", | |
| "CDC42", | |
| "F13B", | |
| "H4C7", | |
| "LRP8", | |
| "DEFA6", | |
| "FAM83E", | |
| "GIPR", | |
| "CCL5", | |
| "COL4A2", | |
| "GPR21", | |
| "TGFBR2", | |
| "RLN2", | |
| "KCNH4", | |
| "RGS10", | |
| "PSIP1", | |
| "AP1G1", | |
| "TEX13B", | |
| "NGB", | |
| "NOX4", | |
| "PTGIS", | |
| "GLP2R", | |
| "TAAR2", | |
| "AKR1D1", | |
| "ASPN", | |
| "DNAI7", | |
| "MAGEA9", | |
| "NRDE2", | |
| "BICDL1", | |
| "USP2", | |
| "HSPA4L", | |
| "PLA2R1", | |
| "MIP", | |
| "NTN3", | |
| "COX5B", | |
| "NECTIN3", | |
| "CDC14B", | |
| "SLC22A11", | |
| "APOC4", | |
| "TCAP", | |
| "H3C11", | |
| "FOLR2", | |
| "FGD6", | |
| "GFAP", | |
| "AFF4", | |
| "CD27", | |
| "MON1B", | |
| "ZNF322P1", | |
| "SLC38A4", | |
| "TNIK", | |
| "SLC19A3", | |
| "SLCO1B3", | |
| "PAEP", | |
| "GJA8", | |
| "GMCL1", | |
| "BDKRB2", | |
| "ENAH", | |
| "HMGA2", | |
| "AK5", | |
| "TAC3", | |
| "TKTL1", | |
| "DAB2", | |
| "IL1RL1", | |
| "PRM1", | |
| "ABCG4", | |
| "ARL6IP5", | |
| "REG1CP", | |
| "PPM1D", | |
| "PGC", | |
| "PLXNB3", | |
| "C8orf17", | |
| "ADRA2C", | |
| "IGFBP2", | |
| "MRPL41", | |
| "PDE1B", | |
| "CDKN2A", | |
| "PCDHB11", | |
| "KRTAP5-8", | |
| "PRKG2", | |
| "RDH5", | |
| "DPP4", | |
| "IFT22", | |
| "MAP2K7", | |
| "SNCB", | |
| "IQCC", | |
| "OR7E125P", | |
| "SMO", | |
| "CHRM2", | |
| "TEAD1", | |
| "PRDM12", | |
| "PRKACG", | |
| "PARD6A", | |
| "TRERF1", | |
| "CMA1", | |
| "CLIP4", | |
| "IDO1", | |
| "PLEKHF1", | |
| "DDX51", | |
| "ENPP2", | |
| "HCG4B", | |
| "MT1H", | |
| "SIGLEC8", | |
| "PRY", | |
| "SLC2A6", | |
| "GABRR2", | |
| "DDIT4", | |
| "VRTN", | |
| "SRY", | |
| "ADAM30", | |
| "PRPH", | |
| "FOXE3", | |
| "PLXNC1", | |
| "FNDC8", | |
| "PICK1", | |
| "AKAP4", | |
| "NLGN3", | |
| "THBS3", | |
| "CRYGB", | |
| "MPZ", | |
| "THAP9", | |
| "RNF186", | |
| "POLE", | |
| "MS4A5", | |
| "IL21", | |
| "RIMS2", | |
| "ZNF324B", | |
| "PLAC4", | |
| "GRIN2D", | |
| "GABRR1", | |
| "TAS2R13", | |
| "XYLB", | |
| "DMC1", | |
| "CDH4", | |
| "RORC", | |
| "INTS11", | |
| "TF", | |
| "XIST", | |
| "MTUS2", | |
| "FLNA", | |
| "ERN2", | |
| "KISS1", | |
| "DHX58", | |
| "HMX1", | |
| "LMOD1", | |
| "ARL14", | |
| "BNIP3", | |
| "SLC5A2", | |
| "H4C13", | |
| "CYP51A1", | |
| "VCX2", | |
| "TTTY9B", | |
| "PLEKHA8P1", | |
| "DUX4L9", | |
| "C4B", | |
| "CDY1B", | |
| "VCX3A" | |
| ], | |
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| ], | |
| "Absolute Coefficient": [ | |
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| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 49.68553459119497, | |
| "precision": 0.8165448386521662, | |
| "recall": 23.333333333333332, | |
| "f1": 1.5749082415749083 | |
| }, | |
| "selection": { | |
| "precision": 0.18008099317383017, | |
| "recall": 5.217391304347826, | |
| "f1": 0.34814060526998647, | |
| "jaccard": 0.17449705542357297 | |
| } | |
| } | |
| } |