| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ULK4P2", | |
| "FAM83C", | |
| "SPDYE2", | |
| "GPCPD1", | |
| "TFAP2A", | |
| "GARIN5B", | |
| "NPPC", | |
| "TMPRSS11A", | |
| "RGS16", | |
| "OR10A3", | |
| "HORMAD1", | |
| "FABP2", | |
| "RGPD8", | |
| "PIGR", | |
| "PCDHGB2", | |
| "C12orf54", | |
| "TBX20", | |
| "MGC15885", | |
| "FRMD1", | |
| "LEP", | |
| "PLEKHG7", | |
| "PNLIPRP1", | |
| "S100A7", | |
| "IDO1", | |
| "H2AB1", | |
| "OR11H12", | |
| "NEU2", | |
| "MINDY4", | |
| "MYOC", | |
| "B3GNT9", | |
| "GAGE12J", | |
| "PRAME", | |
| "APOF", | |
| "CRYGB", | |
| "FREY1", | |
| "S100G", | |
| "RSPO4", | |
| "ARGFX", | |
| "TEX38", | |
| "TRIM14", | |
| "PLGLA", | |
| "FAM136BP", | |
| "C10orf53", | |
| "C16orf90", | |
| "PRM2", | |
| "MYH8", | |
| "PRB4", | |
| "PRG1", | |
| "GPNMB", | |
| "TPRX1", | |
| "AS3MT", | |
| "SLC36A2", | |
| "LYPD4", | |
| "DIO3OS", | |
| "MRAP", | |
| "LIPJ", | |
| "OR52M1", | |
| "TBXT", | |
| "PCDHB2", | |
| "TAS2R1", | |
| "AMELX", | |
| "PDCL2", | |
| "CXADRP3", | |
| "SLED1", | |
| "KLK1", | |
| "SLC36A3", | |
| "KLF14", | |
| "OR10Q1", | |
| "KRTAP10-4", | |
| "CHODL-AS1", | |
| "H2BC1", | |
| "KRT3", | |
| "MYO7B", | |
| "TINAG", | |
| "IGFL3", | |
| "AADACL4", | |
| "OR4S1", | |
| "UGT1A7", | |
| "ADH1A", | |
| "NME6", | |
| "KLC3", | |
| "PRAMEF18", | |
| "CPA6", | |
| "NHERF4", | |
| "PCDHA8", | |
| "WT1", | |
| "CPLX4", | |
| "SDHAF3", | |
| "FAM3B", | |
| "KASH5", | |
| "PRAMEF5", | |
| "LOC284009", | |
| "ANGPTL3", | |
| "SDR9C7", | |
| "CFHR1", | |
| "SLN", | |
| "TM6SF2", | |
| "MIA2", | |
| "USP29", | |
| "LY6S-AS1", | |
| "TMC3", | |
| "ACE2", | |
| "SNORD67", | |
| "SUN5", | |
| "MAGEC2", | |
| "IFNA21", | |
| "OR6F1", | |
| "CCDC198", | |
| "DYNAP", | |
| "ZAN", | |
| "SNORA3B", | |
| "TBX10", | |
| "IL1B", | |
| "TRIM60", | |
| "DSCR9", | |
| "PCDHA9", | |
| "H2BW2", | |
| "KRTAP9-2", | |
| "ZNF880", | |
| "OR52K2", | |
| "PCDHGA5", | |
| "OR56B1", | |
| "SPINK13", | |
| "OR6B3", | |
| "PCSK9", | |
| "IFNA2", | |
| "DDI1", | |
| "KCNH2", | |
| "IQCF6", | |
| "IHO1", | |
| "CSPG4P2Y", | |
| "DNAJC15", | |
| "CRYBB3", | |
| "KRT12", | |
| "PXMP4", | |
| "LCE3A", | |
| "UPK3BL1", | |
| "PCDHB6", | |
| "SNX31", | |
| "STON1-GTF2A1L", | |
| "PROX2", | |
| "ZNF174", | |
| "HNF1A", | |
| "MOS", | |
| "ASPRV1", | |
| "RGPD5", | |
| "RNASE7", | |
| "LRRC18", | |
| "TNK1", | |
| "F2", | |
| "OR4C3", | |
| "PLA2G2C", | |
| "RHBG", | |
| "STX19", | |
| "FAM47C", | |
| "FCRLA", | |
| "NAPSB", | |
| "OR2T34", | |
| "VPS72", | |
| "CLDN25", | |
| "FAM138D", | |
| "RPS27", | |
| "GPR148", | |
| "HNRNPCL1", | |
| "EGLN3", | |
| "SUPT20HL1", | |
| "ACTRT3", | |
| "AIRE", | |
| "ANTXRL", | |
| "GOLGA8DP", | |
| "H4C6", | |
| "PCDHGA6", | |
| "CFHR4", | |
| "ANKRD33", | |
| "KRTAP2-1", | |
| "RHAG", | |
| "TBC1D3G", | |
| "TRMT12", | |
| "KRTAP9-9", | |
| "OR56A4", | |
| "CEACAM7", | |
| "VN1R4", | |
| "FABP12", | |
| "AFM", | |
| "HCRTR1", | |
| "MS4A12", | |
| "CLP1", | |
| "SMCO2", | |
| "TNNI1", | |
| "OR10H1", | |
| "MUC21", | |
| "OR2M1P", | |
| "NANOS2", | |
| "OR4K1", | |
| "TMPRSS11BNL", | |
| "LRRC70", | |
| "CLRN1-AS1", | |
| "TAB3", | |
| "WDSUB1", | |
| "OR8A1", | |
| "ASZ1", | |
| "PPP1R14D", | |
| "NT5C1B", | |
| "ALDH1A1", | |
| "HTR2B", | |
| "CCL1", | |
| "CCDC196", | |
| "TTTY19", | |
| "LINC00589", | |
| "TBC1D26", | |
| "ANO2", | |
| "NDUFAF6", | |
| "OR52I2", | |
| "OR1N2", | |
| "POLR2J2", | |
| "RNF186", | |
| "BTLA", | |
| "FAM138B", | |
| "OR1S1", | |
| "CLCA3P", | |
| "USH1G", | |
| "MGC27382", | |
| "CPZ", | |
| "CATSPER4", | |
| "PCGEM1", | |
| "LOC284788", | |
| "PXT1", | |
| "FAM99A", | |
| "SNORA36B", | |
| "LIN7A", | |
| "MGAM", | |
| "RNASE11", | |
| "MIOX", | |
| "XAGE3", | |
| "PPIAL4A", | |
| "OR11L1", | |
| "EDAR", | |
| "TRIM10", | |
| "GUCY2GP", | |
| "HOXD8", | |
| "OR4X2", | |
| "RPA4", | |
| "WTIP", | |
| "CIB3", | |
| "HLA-DQA2", | |
| "PPAN-P2RY11", | |
| "TCL1A", | |
| "SOX3", | |
| "OR4M2", | |
| "NETO2", | |
| "OR2T6", | |
| "TSBP1", | |
| "POU1F1", | |
| "IFNK", | |
| "KRTAP6-2", | |
| "OR2L1P", | |
| "SERPINF2", | |
| "OR4C46", | |
| "OR6T1", | |
| "DPRX", | |
| "RGS13", | |
| "LDLRAD1", | |
| "OR10X1", | |
| "OR2AT4", | |
| "OR5AN1", | |
| "RAET1G", | |
| "KCNK10", | |
| "HSF5", | |
| "NANOS1", | |
| "CRISP3", | |
| "FLACC1", | |
| "SNORA5C", | |
| "PCDHB4", | |
| "FBXO6", | |
| "OR2T33", | |
| "LOC728024", | |
| "IGFL2", | |
| "ALOX15", | |
| "MBD3L5", | |
| "GAGE12D", | |
| "NCF1C", | |
| "CLEC4GP1", | |
| "FLG2", | |
| "ESPNL", | |
| "IGDCC4", | |
| "OR1F2P", | |
| "PCDHGB1", | |
| "PAGE5", | |
| "CST9", | |
| "OR4C6", | |
| "SEPTIN14", | |
| "SNORA79", | |
| "A4GNT", | |
| "CCDC38", | |
| "ING1", | |
| "MOGAT3", | |
| "NPHP3-AS1", | |
| "OR2M5", | |
| "DEFB115", | |
| "POU4F3", | |
| "NXPH2", | |
| "CPS1", | |
| "LCE3D", | |
| "LINC00469", | |
| "CSTPP1", | |
| "PSG5", | |
| "RPL23AP7", | |
| "SDHAP3", | |
| "SUSD1", | |
| "CT47B1", | |
| "IL27", | |
| "SNORA38B", | |
| "LINC00173", | |
| "MAGEB4", | |
| "OR10G3", | |
| "SCGB2B2", | |
| "CHST13", | |
| "PABPC1P2", | |
| "SYNE4", | |
| "SLC22A20P", | |
| "OR1K1", | |
| "MUCL1", | |
| "LOC642929", | |
| "PAX4", | |
| "PAX8", | |
| "KRT23", | |
| "ACSM6", | |
| "OR5M3", | |
| "DPPA3", | |
| "TMEM72", | |
| "TMEM244", | |
| "HSP90AB4P", | |
| "FKSG29", | |
| "EZR", | |
| "FOXD4L5", | |
| "SLC26A5", | |
| "VWDE", | |
| "STRA8", | |
| "ASCL3", | |
| "SLC2A2", | |
| "OR10P1", | |
| "PACSIN3", | |
| "UCP1", | |
| "FOXA3", | |
| "SNORA16B", | |
| "RPL21P44", | |
| "PEDS1-UBE2V1", | |
| "TMEM179", | |
| "ADGRF2P", | |
| "CDH19", | |
| "YIPF7", | |
| "ASIP", | |
| "GNAT3", | |
| "OR2L8", | |
| "OR4F4", | |
| "ZBED1", | |
| "DEFB129", | |
| "NKAPP1", | |
| "MID2", | |
| "HTR1A", | |
| "KRTAP1-1", | |
| "FAM27E5", | |
| "SFTPA1", | |
| "FSHR", | |
| "TUBAL3", | |
| "GPR151", | |
| "PPP1R2B", | |
| "FAM47A", | |
| "TNF", | |
| "EPS8L3", | |
| "LINC01565", | |
| "GP2", | |
| "FLJ13224", | |
| "MSGN1", | |
| "GDF7", | |
| "SSX8P", | |
| "SELE", | |
| "SIGLEC6", | |
| "XCR1", | |
| "ADGRF1", | |
| "KRTAP4-7", | |
| "RAG2", | |
| "PCDHGA8", | |
| "APOBEC3A", | |
| "CYP4A22", | |
| "H3-4", | |
| "KRTAP4-3", | |
| "SERPINB4", | |
| "UBE2DNL", | |
| "OR51T1", | |
| "OR10S1", | |
| "RAET1L", | |
| "HSFY1P1", | |
| "BCL11A", | |
| "CYCSP52", | |
| "C1orf185", | |
| "PKD1L3", | |
| "MUC2", | |
| "MAGEA5P", | |
| "NEUROG2", | |
| "TAS2R3", | |
| "SLC15A1", | |
| "OR2A12", | |
| "RBM48", | |
| "SMN2", | |
| "ESR1", | |
| "ARL14", | |
| "ERRFI1", | |
| "CPXCR1", | |
| "OR11H1", | |
| "EMC10", | |
| "FAM99B", | |
| "MESD", | |
| "KRTAP19-6", | |
| "KLHL14", | |
| "HAMP", | |
| "MAGEB18", | |
| "HLA-DQB2", | |
| "INTS4P2", | |
| "GATA6", | |
| "ULK2", | |
| "TRIM77", | |
| "ADGRF4", | |
| "DEFA6", | |
| "LINC00200", | |
| "DPPA2", | |
| "TRIM72", | |
| "PRORSD1P", | |
| "PZP", | |
| "SPMIP2", | |
| "SYCP3", | |
| "RSPH6A", | |
| "PRSS38", | |
| "MBL2", | |
| "CD34", | |
| "JAML", | |
| "HRNR", | |
| "CT45A1", | |
| "CD8A", | |
| "GTF2IRD2", | |
| "LRRC69", | |
| "HELT", | |
| "BARHL1", | |
| "LRRC74A", | |
| "OR10G2", | |
| "RUNX1-IT1", | |
| "DELEC1", | |
| "CRCT1", | |
| "LGALS9B", | |
| "PRAMEF11", | |
| "ACTC1", | |
| "GARIN6", | |
| "PNPLA1", | |
| "TTTY22", | |
| "GCM2", | |
| "MT4", | |
| "SNORA69", | |
| "CCL15", | |
| "SPATA18", | |
| "SNAR-D", | |
| "LILRB5", | |
| "LACRT", | |
| "SLC6A5", | |
| "ARFGAP3", | |
| "LINC02694", | |
| "GSTA5", | |
| "PSG3", | |
| "SPINK4", | |
| "KRTAP20-4", | |
| "HJV", | |
| "ITLN1", | |
| "GP9", | |
| "CYP2R1", | |
| "POLH", | |
| "CD300LD", | |
| "CEACAM22P", | |
| "OCLN", | |
| "TTTY4C", | |
| "CERS3", | |
| "KRT4", | |
| "SLC10A2", | |
| "LINC00312", | |
| "TBC1D29P", | |
| "L1TD1", | |
| "HS3ST6", | |
| "C1orf105", | |
| "LINC00588", | |
| "CABS1", | |
| "HLA-DQA1", | |
| "SNORA18", | |
| "LCN1", | |
| "LOC284379", | |
| "THEM4", | |
| "SCP2D1", | |
| "LINC00479", | |
| "SLFN14", | |
| "INSL6", | |
| "IFNA8", | |
| "OR2G2", | |
| "OR51G2", | |
| "PAGE1", | |
| "PTH2", | |
| "MRPL42P5", | |
| "GAGE1", | |
| "WFDC10B", | |
| "TUBB7P", | |
| "PLSCR4", | |
| "ZP4", | |
| "CIMIP2B", | |
| "BTC", | |
| "LOC730101", | |
| "FCRL3", | |
| "LHFPL7", | |
| "DMRTC1", | |
| "TDRD12", | |
| "EDDM3A", | |
| "ABCB5", | |
| "PAX2", | |
| "TPI1P3", | |
| "OR2T12", | |
| "LCE1D", | |
| "CDCA7", | |
| "H3C13", | |
| "OR2T10", | |
| "CIMIP4", | |
| "OR1B1", | |
| "HBG1", | |
| "RPL10L", | |
| "LCE2C", | |
| "CASR", | |
| "IQCF3", | |
| "ZNF311", | |
| "NLRP9", | |
| "OR10AG1", | |
| "SPINK5", | |
| "AOX2P", | |
| "NDST4", | |
| "TOPAZ1", | |
| "ZNF625", | |
| "LRRC30", | |
| "CT45A6", | |
| "HCN4", | |
| "NTMT2", | |
| "SEMG1", | |
| "ALDH7A1", | |
| "LRRC37A2", | |
| "ANGPT4", | |
| "CHRNG", | |
| "GDPGP1", | |
| "PPEF2", | |
| "OR2B3", | |
| "AVP", | |
| "MSMB", | |
| "FZD9", | |
| "ZNF594", | |
| "HSPB9", | |
| "PHKA2", | |
| "PASD1", | |
| "SPMIP8", | |
| "OR2T35", | |
| "SERPINB10", | |
| "MRI1", | |
| "GUCY2F", | |
| "PAGE3", | |
| "REG1B", | |
| "KRTAP5-5", | |
| "ATIC", | |
| "HBZ", | |
| "MS4A2", | |
| "FRG2", | |
| "OR2M3", | |
| "ALPG", | |
| "ESPNP", | |
| "OIT3", | |
| "ZNF334", | |
| "PFN4", | |
| "LINC00051", | |
| "GPHA2" | |
| ], | |
| "Coefficient": [ | |
| -0.8839277216170229, | |
| -0.754492838652406, | |
| 0.6994100595096209, | |
| -0.691424986098454, | |
| -0.6815194142460608, | |
| -0.6787634308096436, | |
| 0.626173681056273, | |
| 0.5891950199298914, | |
| -0.5816845434760824, | |
| 0.569771847463347, | |
| 0.5286176067833176, | |
| 0.4960989138141757, | |
| -0.49576218768977165, | |
| -0.4944015821715726, | |
| -0.4825812794518456, | |
| -0.47438684677583365, | |
| 0.45986950136125937, | |
| 0.454083358308214, | |
| 0.4383986999638673, | |
| -0.4226240686331622, | |
| -0.4193292880143051, | |
| -0.40508064912951636, | |
| 0.39296057387288147, | |
| -0.39174292953702844, | |
| 0.388674549883817, | |
| 0.38778041715156136, | |
| 0.38262026691130707, | |
| -0.38222717866737305, | |
| 0.3747104355352196, | |
| -0.37165736789843296, | |
| 0.36695765387887846, | |
| -0.36510736263115384, | |
| -0.3644434255351536, | |
| 0.3557233619375518, | |
| -0.3525120565656124, | |
| 0.3498714721619602, | |
| 0.34923528961095723, | |
| 0.3486965291471905, | |
| -0.34343873650900336, | |
| 0.3428232463046379, | |
| 0.34229349514852175, | |
| -0.3418408355099526, | |
| -0.341765939153745, | |
| -0.3412540036481562, | |
| -0.3399228272825339, | |
| 0.3381688786912247, | |
| 0.3369930813070878, | |
| 0.3362355659582508, | |
| 0.3336369886847765, | |
| -0.3324834566959826, | |
| 0.3315693768550513, | |
| 0.32782679788725827, | |
| -0.3271529593864924, | |
| 0.3258562732122823, | |
| -0.3226381316471775, | |
| 0.32213443036331274, | |
| 0.3215716041015026, | |
| -0.3192722238239916, | |
| 0.31884696022346937, | |
| 0.31865785548598075, | |
| -0.31841695192556646, | |
| 0.3181694354275818, | |
| 0.3162240604290333, | |
| -0.31602316520597795, | |
| -0.3160111466644602, | |
| 0.31151986788419633, | |
| -0.31150397996758505, | |
| -0.3110154560109285, | |
| -0.30948663952873395, | |
| 0.30765683006527295, | |
| 0.30644000509142694, | |
| -0.3058619274930724, | |
| -0.3021672846537234, | |
| 0.3014111748796331, | |
| -0.2990593065807825, | |
| -0.2986410924686226, | |
| 0.2983150310560143, | |
| -0.29491416366958884, | |
| 0.2936218639395593, | |
| 0.29112810900214, | |
| -0.2894885830084067, | |
| -0.28524003228564976, | |
| 0.28379210398912763, | |
| 0.2817694531761245, | |
| 0.2785767764232587, | |
| -0.27464771703148605, | |
| -0.2740437234635235, | |
| -0.2737545005810268, | |
| 0.27300164019941126, | |
| 0.271078499280354, | |
| -0.2670370542299754, | |
| 0.26670918828314943, | |
| 0.26655680352036265, | |
| -0.26572446857902704, | |
| -0.26459248355182113, | |
| 0.2627355059248558, | |
| -0.262183650927032, | |
| 0.2617384148780935, | |
| -0.25625174488433144, | |
| 0.2557536680055265, | |
| -0.25522612773750236, | |
| -0.252215231126723, | |
| -0.2498974569346115, | |
| 0.2492833567309961, | |
| 0.24880167010592463, | |
| -0.24864967783110759, | |
| -0.24559205271051765, | |
| 0.24480487436086817, | |
| 0.24308164143861424, | |
| 0.24188346138096103, | |
| -0.24049586580866428, | |
| 0.2387494242697847, | |
| 0.23841038686816768, | |
| -0.23818030780866106, | |
| -0.2375159020112596, | |
| 0.23730220820479772, | |
| 0.23613034912737244, | |
| 0.23465792065404611, | |
| 0.23452225182012032, | |
| 0.2335032388442315, | |
| -0.2334664421861615, | |
| 0.23141822188431582, | |
| -0.2288139062172694, | |
| -0.22880165631984745, | |
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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": 0.9725373069080826, | |
| "recall": 1.9742489270386265, | |
| "f1": 1.3029701114961398, | |
| "jaccard": 0.6561459417775852 | |
| } | |
| } | |
| } |