| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "TFAP2A", | |
| "FAM83C", | |
| "PCDHGB2", | |
| "MYOC", | |
| "GARIN5B", | |
| "RGPD8", | |
| "LRRC70", | |
| "SPDYE2", | |
| "PPP1R2B", | |
| "KLF7", | |
| "C12orf54", | |
| "KLK1", | |
| "PIGR", | |
| "TMPRSS11A", | |
| "NPPC", | |
| "TEX38", | |
| "TRIM60", | |
| "EZR", | |
| "CFHR1", | |
| "MINDY4", | |
| "FREY1", | |
| "NHERF4", | |
| "ZNF625", | |
| "ULK4P2", | |
| "MYO7B", | |
| "OR10A3", | |
| "B3GNT9", | |
| "NEU2", | |
| "OR2T33", | |
| "PRM2", | |
| "FAM3B", | |
| "YIPF7", | |
| "DNAJC15", | |
| "CCL1", | |
| "FRMD1", | |
| "PNLIPRP1", | |
| "ASIP", | |
| "PXMP4", | |
| "AMELX", | |
| "MRAP", | |
| "DIO3OS", | |
| "SDHAF3", | |
| "NME6", | |
| "PCSK9", | |
| "KRTAP10-4", | |
| "LINC00173", | |
| "FAM136BP", | |
| "APOF", | |
| "PCDHA8", | |
| "RSPO4", | |
| "TNNI1", | |
| "HBZ", | |
| "PRAMEF18", | |
| "RRP7BP", | |
| "OR52M1", | |
| "USP29", | |
| "SLC36A2", | |
| "MIA2", | |
| "SLC36A3", | |
| "FABP2", | |
| "CLCA3P", | |
| "MOS", | |
| "ASPRV1", | |
| "HNF1A", | |
| "SMCO2", | |
| "MGC15885", | |
| "TDRD12", | |
| "DSCR9", | |
| "ADGRF4", | |
| "CEACAM7", | |
| "CHODL-AS1", | |
| "PRG1", | |
| "MSGN1", | |
| "TAS2R1", | |
| "GAGE12J", | |
| "SNORA3B", | |
| "PRAMEF5", | |
| "RAG2", | |
| "CCDC198", | |
| "FABP12", | |
| "SLC2A2", | |
| "DAB1", | |
| "PLGLA", | |
| "NCF1C", | |
| "SNORA38B", | |
| "KRT3", | |
| "SYCP3", | |
| "ZFP1", | |
| "TPRX1", | |
| "ARFGAP3", | |
| "RHAG", | |
| "BCL11B", | |
| "OR4C3", | |
| "GPCPD1", | |
| "SLED1", | |
| "HORMAD1", | |
| "VN1R4", | |
| "HS3ST6", | |
| "EPS8L3", | |
| "TBC1D3G", | |
| "H2BC1", | |
| "CYP1B1-AS1", | |
| "OR10Q1", | |
| "CLEC4F", | |
| "MID2", | |
| "LDLRAD1", | |
| "UGT1A7", | |
| "PCDHGA6", | |
| "SDR9C7", | |
| "LEP", | |
| "MLEC", | |
| "PRKAG2", | |
| "TNF", | |
| "PCDHB6", | |
| "S100G", | |
| "SMN2", | |
| "PDCL2", | |
| "H2AB1", | |
| "NKAPP1", | |
| "KLC3", | |
| "KRT12", | |
| "IL37", | |
| "SUN5", | |
| "DMRTC1", | |
| "FKSG29", | |
| "AS3MT", | |
| "DDI1", | |
| "TBXT", | |
| "KCNK10", | |
| "PLCXD1", | |
| "ASCL3", | |
| "CCDC185", | |
| "TUBB7P", | |
| "GPNMB", | |
| "ANKRD36B", | |
| "UPK3BL1", | |
| "LOC284009", | |
| "LMOD3", | |
| "IGFL3", | |
| "CLEC4GP1", | |
| "TMC3", | |
| "HTR2B", | |
| "FAM27E5", | |
| "RGS16", | |
| "LOC728024", | |
| "PROX2", | |
| "CT47B1", | |
| "HSD17B4", | |
| "CXADRP3", | |
| "OSBPL6", | |
| "FBXL21P", | |
| "KRTAP1-1", | |
| "VPS72", | |
| "CD8A", | |
| "ANGPTL3", | |
| "ACTRT3", | |
| "OR4S1", | |
| "TRIM10", | |
| "OR6C76", | |
| "IQCF6", | |
| "H2BW2", | |
| "HSP90AB1", | |
| "MGAM", | |
| "AADACL4", | |
| "LIPJ", | |
| "KRTAP9-2", | |
| "ALDH1A1", | |
| "GOLGA8DP", | |
| "RPA4", | |
| "OR10S1", | |
| "PTH2", | |
| "NETO2", | |
| "OIT3", | |
| "RNASE11", | |
| "ATP2A1", | |
| "OR4K1", | |
| "PRAME", | |
| "RGPD5", | |
| "CST9", | |
| "ZNF174", | |
| "C16orf90", | |
| "PZP", | |
| "TTTY22", | |
| "TMEM223", | |
| "TINAG", | |
| "OR11H12", | |
| "GATA6", | |
| "TBX20", | |
| "WT1", | |
| "AVP", | |
| "POU1F1", | |
| "TDRD7", | |
| "CRYBB3", | |
| "PRB4", | |
| "SPMIP8", | |
| "C10orf53", | |
| "GPR153", | |
| "OR8A1", | |
| "PLA2G2C", | |
| "MS4A12", | |
| "SUPT20HL1", | |
| "ARFRP1", | |
| "PRR23C", | |
| "CSPG4P2Y", | |
| "LOC642929", | |
| "FOXA3", | |
| "PPP1R14D", | |
| "JAML", | |
| "GARIN6", | |
| "ZNF880", | |
| "RAD51AP2", | |
| "GUCY2GP", | |
| "POU4F3", | |
| "TCL1A", | |
| "OR52K2", | |
| "OR11L1", | |
| "PLEKHG7", | |
| "RAET1G", | |
| "CASR", | |
| "SUSD1", | |
| "SPIB", | |
| "OR6T1", | |
| "TMPRSS11BNL", | |
| "PPIAL4A", | |
| "RNF186", | |
| "STX19", | |
| "LACRT", | |
| "COX6B2", | |
| "LRRC18", | |
| "FAM47C", | |
| "WTIP", | |
| "EGLN3", | |
| "SLN", | |
| "LHFPL7", | |
| "MSMB", | |
| "LINC02694", | |
| "CRYGB", | |
| "OR10G3", | |
| "MESD", | |
| "INTS4P2", | |
| "F2", | |
| "PCDHB4", | |
| "CLRN1-AS1", | |
| "TM4SF20", | |
| "IHO1", | |
| "GDF7", | |
| "USH1G", | |
| "KCNH2", | |
| "POLR2J2", | |
| "LAX1", | |
| "ZNF16", | |
| "PAX2", | |
| "KPRP", | |
| "MUC21", | |
| "NDUFAF6", | |
| "SPATA18", | |
| "PCDHGA8", | |
| "MGC27382", | |
| "OR2B3", | |
| "OR10P1", | |
| "FAM99B", | |
| "CATSPER4", | |
| "OR51G2", | |
| "PCDHA9", | |
| "FRG2", | |
| "SPINK5", | |
| "VWDE", | |
| "CT45A1", | |
| "OR52I2", | |
| "PASD1", | |
| "PNPLA1", | |
| "CSTPP1", | |
| "KRTAP4-7", | |
| "FAM99A", | |
| "ARRDC5", | |
| "LILRB5", | |
| "CLEC12B", | |
| "FSHR", | |
| "RPL10L", | |
| "GSG1", | |
| "KRTAP9-9", | |
| "DEFA6", | |
| "HNRNPCL1", | |
| "OR2T34", | |
| "PAGE1", | |
| "LYPD4", | |
| "UCP1", | |
| "OR10H1", | |
| "OR4X2", | |
| "ADH1A", | |
| "LINC00244", | |
| "KRTAP19-6", | |
| "OR10X1", | |
| "DPRX", | |
| "CDRT15", | |
| "OR5M3", | |
| "SNORA18", | |
| "MIOX", | |
| "SNORA61", | |
| "ZAN", | |
| "PPAN-P2RY11", | |
| "NXPH2", | |
| "FLACC1", | |
| "SNORD67", | |
| "OR6B3", | |
| "ULK2", | |
| "GPR148", | |
| "UBE2DNL", | |
| "LCE2C", | |
| "ESPNP", | |
| "TTTY4C", | |
| "H4C6", | |
| "ADORA2A-AS1", | |
| "LINC00589", | |
| "CYP2F1", | |
| "OR2T35", | |
| "CPS1", | |
| "RBM48", | |
| "TMTC4", | |
| "ECE2", | |
| "ACTL10", | |
| "SNORA28", | |
| "H3-4", | |
| "AFM", | |
| "GLP1R", | |
| "HBG1", | |
| "TTC22", | |
| "EPB42", | |
| "HCN4", | |
| "MUCL1", | |
| "CFHR4", | |
| "ARGFX", | |
| "SELE", | |
| "MAGEB4", | |
| "SHMT2", | |
| "SLC22A20P", | |
| "OR2T12", | |
| "TMEM179", | |
| "FZD9", | |
| "LRRC30", | |
| "SLC22A16", | |
| "TRMT12", | |
| "SNORA5C", | |
| "INSL6", | |
| "ZNF354A", | |
| "FBXO6", | |
| "OR4C46", | |
| "PCDHB2", | |
| "MAGEC2", | |
| "DYNAP", | |
| "PABPC1P2", | |
| "TSBP1", | |
| "PEDS1-UBE2V1", | |
| "AIRE", | |
| "SCGB2B2", | |
| "ADAM30", | |
| "CLP1", | |
| "OR4F4", | |
| "CD300LD", | |
| "NME3", | |
| "PAGE5", | |
| "MEOX1", | |
| "ARL14", | |
| "PKD1L3", | |
| "LY6S-AS1", | |
| "PSG1", | |
| "CD300LD-AS1", | |
| "CYP4A22", | |
| "AKR7A3", | |
| "GUCY2F", | |
| "KLF14", | |
| "C1orf185", | |
| "CA6", | |
| "TRIM14", | |
| "SNORA16B", | |
| "BTLA", | |
| "TRIM49", | |
| "MYOZ2", | |
| "CPLX4", | |
| "CRISP3", | |
| "NT5C1B", | |
| "A4GNT", | |
| "POLR2J3", | |
| "CHST13", | |
| "SNORA36B", | |
| "LINC00479", | |
| "ZNF594", | |
| "SLC10A2", | |
| "TSPAN33", | |
| "PROK1", | |
| "OR4C6", | |
| "OR5AN1", | |
| "NANOS1", | |
| "GAGE12D", | |
| "LCE1D", | |
| "S100A7", | |
| "NCR1", | |
| "OR1J2", | |
| "KRTAP10-5", | |
| "SLC35E2B", | |
| "KRTAP3-3", | |
| "LRRC74A", | |
| "SNX31", | |
| "FAM138B", | |
| "ABCG5", | |
| "FAM47A", | |
| "CYP11B2", | |
| "RHBG", | |
| "ELOA2", | |
| "ZNG1A", | |
| "CLDN16", | |
| "DEFB109A", | |
| "INHBA", | |
| "FAM110A", | |
| "OR2L1P", | |
| "RNASE7", | |
| "TMEM26", | |
| "ZC3HAV1", | |
| "LCE3A", | |
| "FOXI3", | |
| "PLSCR4", | |
| "SFXN2", | |
| "TOPAZ1", | |
| "MBOAT4", | |
| "RPL21P44", | |
| "RPL23AP7", | |
| "ESPNL", | |
| "PCAT4", | |
| "FTHL17", | |
| "HLA-DQA2", | |
| "ERRFI1", | |
| "XCR1", | |
| "LGALS9B", | |
| "B3GNT3", | |
| "PAX8", | |
| "UGT1A6", | |
| "SERPINB10", | |
| "PCDHGA1", | |
| "MT4", | |
| "OR1B1", | |
| "KIR3DL1", | |
| "SLC29A4", | |
| "SLC12A1", | |
| "GPHA2", | |
| "PSG11", | |
| "FCGR3B", | |
| "PSG5", | |
| "DEFB125", | |
| "TBC1D29P", | |
| "UGT1A1", | |
| "LOC284788", | |
| "HRNR", | |
| "LYPD5", | |
| "HSPB9", | |
| "STON1-GTF2A1L", | |
| "CHCHD10", | |
| "LOC100192426", | |
| "GCKR", | |
| "EGFEM1P", | |
| "DEFB129", | |
| "HKDC1", | |
| "XAGE3", | |
| "IL1F10", | |
| "OR5B17", | |
| "DPEP3", | |
| "SPMIP2", | |
| "ADGRF2P", | |
| "ADAMTS16", | |
| "TTTY19", | |
| "GLMP", | |
| "KLHL14", | |
| "ADGRF3", | |
| "LINC01565", | |
| "MUC15", | |
| "HTR1A", | |
| "XG", | |
| "PCDHB5", | |
| "TBX10", | |
| "FIBIN", | |
| "USP26", | |
| "C9orf57", | |
| "MBD3L5", | |
| "UGT1A9", | |
| "PCNAP1", | |
| "GP2", | |
| "PCDHGB1", | |
| "KRT39", | |
| "TXNIP", | |
| "OR4D11", | |
| "DPPA3", | |
| "ACE2", | |
| "FOXD4L5", | |
| "TBC1D26", | |
| "ANKRD33", | |
| "DEFB115", | |
| "CCL15", | |
| "DEFB110", | |
| "TRIM36", | |
| "SAYSD1", | |
| "CERS3", | |
| "SPTSSB", | |
| "SGCE", | |
| "LINC00588", | |
| "TEX11", | |
| "IGBP1", | |
| "APOBEC3A", | |
| "NEURL3", | |
| "HELT", | |
| "ZNF311", | |
| "SDHAP3", | |
| "LINC00469", | |
| "S100A12", | |
| "OR4A47", | |
| "OR5AS1", | |
| "CTAG2", | |
| "TRIM40", | |
| "CYP4Z2P", | |
| "SERPINB4", | |
| "TNK1", | |
| "IFNK", | |
| "LOC730101", | |
| "WFDC9", | |
| "PCDHGB6", | |
| "DPPA5", | |
| "IDO1", | |
| "OR2AT4", | |
| "FMR1NB", | |
| "OR5AP2", | |
| "PRAMEF11", | |
| "OR1F2P", | |
| "LCN1", | |
| "SPACA3", | |
| "OR2T10", | |
| "CPXCR1", | |
| "GSTA5", | |
| "TRIM62", | |
| "HCG4B", | |
| "FLG2", | |
| "LINC00312", | |
| "SLCO1B3", | |
| "WFDC10B", | |
| "C16orf46", | |
| "TM6SF2", | |
| "PPEF2", | |
| "AXDND1", | |
| "KASH5", | |
| "ESR1", | |
| "OR56B1", | |
| "GBP4", | |
| "DAOA", | |
| "MED22", | |
| "MUC2", | |
| "SCN10A", | |
| "TAB3", | |
| "LRRC69", | |
| "KRT76", | |
| "SLFN14", | |
| "HSFY1P1", | |
| "FLVCR1-DT", | |
| "RTP1", | |
| "ZP4", | |
| "SOX3", | |
| "FGFBP1", | |
| "BNC1", | |
| "OTOR", | |
| "OR4F29", | |
| "KRTAP4-3", | |
| "CD27", | |
| "OR6F1", | |
| "IGFL2", | |
| "PCDHGA4", | |
| "OR1S2", | |
| "KRTAP5-5", | |
| "SIGLEC6", | |
| "OR5H2", | |
| "OR1N2", | |
| "TAS2R46", | |
| "TPI1P3", | |
| "TMPRSS6", | |
| "MYH8", | |
| "RRH", | |
| "ADCY8", | |
| "CT47A10", | |
| "RSPH6A", | |
| "AOX2P", | |
| "OR4M2", | |
| "IGF2", | |
| "CPZ", | |
| "C2orf42", | |
| "GTF2H2", | |
| "PCDHGB3", | |
| "PMS2P11", | |
| "RAB9BP1", | |
| "CCDC196", | |
| "DMRTC2", | |
| "PACSIN3", | |
| "UNC45B", | |
| "FGF7P3", | |
| "OR13C8", | |
| "ZSCAN5B", | |
| "LINC00235", | |
| "CHRNG", | |
| "OR4N5", | |
| "L1TD1", | |
| "FGB", | |
| "PXT1", | |
| "ALOX12", | |
| "TRIM49D2", | |
| "ACKR4", | |
| "TCP10L2", | |
| "NGF", | |
| "OR2W1", | |
| "SPANXN3", | |
| "SPATS1", | |
| "PAX3", | |
| "PLEKHG4", | |
| "TRIML1", | |
| "REG1B", | |
| "SNORA19", | |
| "SEC14L3", | |
| "TMEM81", | |
| "ATIC", | |
| "SPINK4", | |
| "PRSS3P2", | |
| "FGL1", | |
| "ROBO2", | |
| "SERPINA13P", | |
| "THEM4", | |
| "OR2A14", | |
| "POLH", | |
| "ZPBP2", | |
| "KRT74", | |
| "ASB18", | |
| "TFAP2D", | |
| "KRTAP10-9", | |
| "RPS26P11", | |
| "SPINK13", | |
| "LOC154449", | |
| "OR1Q1", | |
| "CCDC38", | |
| "B3GNT6", | |
| "TRIM77", | |
| "FAM86C1P", | |
| "FAM83F", | |
| "SLC25A32", | |
| "GLYATL3", | |
| "OLIG3", | |
| "PKHD1", | |
| "OR6C6", | |
| "EBF3", | |
| "SNORA79", | |
| "CYCSP52", | |
| "SLC30A2", | |
| "ING1", | |
| "AKAP4", | |
| "OR2M3", | |
| "SPINK6", | |
| "SMCO4", | |
| "HERC5", | |
| "OR1E1", | |
| "PCGEM1", | |
| "UNCX", | |
| "ARK2N", | |
| "GP9", | |
| "PARD6B", | |
| "SPATA31A6", | |
| "DEFB112", | |
| "GALK2", | |
| "HSP90AB4P", | |
| "TEX101", | |
| "SERHL", | |
| "HLA-DQA1", | |
| "LINC01555", | |
| "MAGEA5P", | |
| "VPREB3", | |
| "OR2B2", | |
| "TPD52", | |
| "LOC100130987", | |
| "ATF7", | |
| "ADGRF1", | |
| "PGLYRP3", | |
| "MYO3B", | |
| "FNDC4", | |
| "MT1B", | |
| "WDSUB1", | |
| "KRTAP20-4", | |
| "IFNA6", | |
| "HEMGN", | |
| "ASZ1", | |
| "RFPL2", | |
| "ANO2", | |
| "GAGE1", | |
| "CYP11B1", | |
| "EMC10", | |
| "LINC00323", | |
| "ELF5", | |
| "BTF3P11", | |
| "OR1A2", | |
| "CD34", | |
| "PAGE3", | |
| "NEURL2", | |
| "NLRP11", | |
| "GPR151", | |
| "COL4A6", | |
| "ANKRD40CL", | |
| "LINC00596", | |
| "GHSR", | |
| "HSPB8", | |
| "HSF5", | |
| "SPDYC", | |
| "LRP4", | |
| "DEFB107A", | |
| "NPHP3-AS1", | |
| "EVX2", | |
| "SNORA69", | |
| "C17orf78", | |
| "CADM4", | |
| "ARMCX6", | |
| "ZG16B", | |
| "PRSS38", | |
| "ADRB1", | |
| "DEFB116", | |
| "DEFB127", | |
| "DEFB113", | |
| "LIMS3-LOC440895", | |
| "TTTY3B", | |
| "TSGA10IP", | |
| "DEFB130A", | |
| "GAGE12F", | |
| "NLRP10", | |
| "GAGE2B", | |
| "DEFB121", | |
| "DEFB128", | |
| "CT47A11", | |
| "GAGE2E" | |
| ], | |
| "Coefficient": [ | |
| -0.7138226739834054, | |
| -0.7036838512727134, | |
| -0.683827870788776, | |
| 0.6589279911085756, | |
| -0.637902200695204, | |
| -0.6037877661375626, | |
| 0.5590611234484616, | |
| 0.540166636771058, | |
| 0.5368228848607367, | |
| -0.5349879618704244, | |
| -0.5336587535920767, | |
| -0.528791217843645, | |
| -0.521931824618039, | |
| 0.5075817332935314, | |
| 0.49830030883356835, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 99.28571428571428, | |
| "precision": 99.28571428571428, | |
| "recall": 100.0, | |
| "f1": 99.64106134447282 | |
| }, | |
| "selection": { | |
| "precision": 0.4125398557588471, | |
| "recall": 1.2499999999999998, | |
| "f1": 0.6202985931886433, | |
| "jaccard": 0.31141925800464587 | |
| } | |
| } | |
| } |