| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "ULK4P2", | |
| "FAM83C", | |
| "GPCPD1", | |
| "SPDYE2", | |
| "GARIN5B", | |
| "TFAP2A", | |
| "NPPC", | |
| "TMPRSS11A", | |
| "OR10A3", | |
| "HORMAD1", | |
| "PCDHGB2", | |
| "RGS16", | |
| "FABP2", | |
| "RGPD8", | |
| "PIGR", | |
| "MGC15885", | |
| "C12orf54", | |
| "FRMD1", | |
| "PLEKHG7", | |
| "H2AB1", | |
| "PNLIPRP1", | |
| "MINDY4", | |
| "TBX20", | |
| "PRAME", | |
| "LEP", | |
| "MYOC", | |
| "GPNMB", | |
| "S100A7", | |
| "NEU2", | |
| "PRG1", | |
| "CRYGB", | |
| "TEX38", | |
| "GAGE12J", | |
| "APOF", | |
| "OR11H12", | |
| "KRTAP10-4", | |
| "RSPO4", | |
| "FAM136BP", | |
| "B3GNT9", | |
| "IDO1", | |
| "S100G", | |
| "CXADRP3", | |
| "FREY1", | |
| "SLC36A2", | |
| "C16orf90", | |
| "AMELX", | |
| "OR52M1", | |
| "IGFL3", | |
| "PDCL2", | |
| "PLGLA", | |
| "SLC36A3", | |
| "TRIM14", | |
| "ARGFX", | |
| "PRB4", | |
| "MYH8", | |
| "TAS2R1", | |
| "PCDHB2", | |
| "LIPJ", | |
| "KLK1", | |
| "PRM2", | |
| "C10orf53", | |
| "OR10Q1", | |
| "AADACL4", | |
| "SLED1", | |
| "KRT3", | |
| "AS3MT", | |
| "NHERF4", | |
| "MRAP", | |
| "TPRX1", | |
| "DIO3OS", | |
| "MIA2", | |
| "OR4S1", | |
| "SLN", | |
| "CPA6", | |
| "CHODL-AS1", | |
| "MYO7B", | |
| "LYPD4", | |
| "TBXT", | |
| "H2BC1", | |
| "KLC3", | |
| "PRAMEF18", | |
| "ADH1A", | |
| "SUN5", | |
| "UGT1A7", | |
| "KLF14", | |
| "CCDC198", | |
| "IQCF6", | |
| "PRAMEF5", | |
| "PCDHA8", | |
| "ANGPTL3", | |
| "SNORD67", | |
| "FAM3B", | |
| "IFNA21", | |
| "KASH5", | |
| "TMC3", | |
| "TINAG", | |
| "LY6S-AS1", | |
| "LOC284009", | |
| "CPLX4", | |
| "USP29", | |
| "ACE2", | |
| "OR56B1", | |
| "MAGEC2", | |
| "OR6F1", | |
| "PLA2G2C", | |
| "DSCR9", | |
| "TBX10", | |
| "NME6", | |
| "SDR9C7", | |
| "H2BW2", | |
| "RNASE7", | |
| "WT1", | |
| "RGPD5", | |
| "FCRLA", | |
| "DDI1", | |
| "CFHR1", | |
| "LRRC18", | |
| "AIRE", | |
| "DYNAP", | |
| "RHBG", | |
| "UPK3BL1", | |
| "PCDHA9", | |
| "HCRTR1", | |
| "KRTAP9-2", | |
| "CSPG4P2Y", | |
| "PCDHGA5", | |
| "SPINK13", | |
| "SDHAF3", | |
| "SNX31", | |
| "TNK1", | |
| "NAPSB", | |
| "STX19", | |
| "OR52K2", | |
| "TRIM60", | |
| "SNORA3B", | |
| "ASPRV1", | |
| "ZAN", | |
| "TM6SF2", | |
| "OR6B3", | |
| "CEACAM7", | |
| "AFM", | |
| "MOS", | |
| "PCSK9", | |
| "LCE3A", | |
| "DNAJC15", | |
| "ZNF174", | |
| "CIB3", | |
| "TRMT12", | |
| "ZNF880", | |
| "IHO1", | |
| "KCNH2", | |
| "OR4C3", | |
| "OR56A4", | |
| "HNF1A", | |
| "OR2T34", | |
| "TBC1D3G", | |
| "SUPT20HL1", | |
| "KRT12", | |
| "CFHR4", | |
| "CLP1", | |
| "RPS27", | |
| "IFNA2", | |
| "CLDN25", | |
| "PCDHGA6", | |
| "STON1-GTF2A1L", | |
| "CRYBB3", | |
| "SMCO2", | |
| "PCDHB6", | |
| "FAM138D", | |
| "H4C6", | |
| "FAM47C", | |
| "MUC21", | |
| "LINC00589", | |
| "F2", | |
| "ANTXRL", | |
| "IL1B", | |
| "GOLGA8DP", | |
| "PROX2", | |
| "GPR148", | |
| "ANKRD33", | |
| "SERPINF2", | |
| "OR4K1", | |
| "TTTY19", | |
| "FABP12", | |
| "NDUFAF6", | |
| "OR1S1", | |
| "MS4A12", | |
| "PPP1R14D", | |
| "XAGE3", | |
| "KRTAP9-9", | |
| "ACTRT3", | |
| "HNRNPCL1", | |
| "PXMP4", | |
| "PXT1", | |
| "OR10H1", | |
| "TMPRSS11BNL", | |
| "TNNI1", | |
| "NCF1C", | |
| "OR8A1", | |
| "TRIM10", | |
| "CCL1", | |
| "FAM99A", | |
| "CLRN1-AS1", | |
| "NXPH2", | |
| "LOC284788", | |
| "RHAG", | |
| "KCNK10", | |
| "KRTAP2-1", | |
| "TBC1D26", | |
| "WDSUB1", | |
| "OR52I2", | |
| "OR4X2", | |
| "ASZ1", | |
| "KRTAP6-2", | |
| "ALDH1A1", | |
| "HTR2B", | |
| "TAB3", | |
| "DPRX", | |
| "LIN7A", | |
| "TSBP1", | |
| "VN1R4", | |
| "NT5C1B", | |
| "NANOS2", | |
| "RPA4", | |
| "OR1N2", | |
| "CCDC196", | |
| "OR2AT4", | |
| "EGLN3", | |
| "SNORA36B", | |
| "OR2M1P", | |
| "PPIAL4A", | |
| "RNF186", | |
| "MGC27382", | |
| "LRRC70", | |
| "HLA-DQA2", | |
| "CPZ", | |
| "MIOX", | |
| "VWDE", | |
| "CLCA3P", | |
| "MGAM", | |
| "BTLA", | |
| "VPS72", | |
| "RNASE11", | |
| "OR11L1", | |
| "FAM138B", | |
| "IGFL2", | |
| "POU1F1", | |
| "CPS1", | |
| "USH1G", | |
| "POLR2J2", | |
| "CRISP3", | |
| "FLG2", | |
| "OR1K1", | |
| "CATSPER4", | |
| "CLEC4GP1", | |
| "ESPNL", | |
| "SNORA38B", | |
| "ALOX15", | |
| "SNORA5C", | |
| "HTR1A", | |
| "FBXO6", | |
| "GUCY2GP", | |
| "SOX3", | |
| "ANO2", | |
| "IGDCC4", | |
| "GAGE12D", | |
| "A4GNT", | |
| "PABPC1P2", | |
| "OR5AN1", | |
| "OR4M2", | |
| "NETO2", | |
| "OR2T6", | |
| "OR6T1", | |
| "XCR1", | |
| "SYNE4", | |
| "OR2M5", | |
| "RGS13", | |
| "MAGEB4", | |
| "SDHAP3", | |
| "OR4C6", | |
| "NPHP3-AS1", | |
| "OR2L1P", | |
| "TCL1A", | |
| "NANOS1", | |
| "MESD", | |
| "OR10X1", | |
| "PCGEM1", | |
| "PSG5", | |
| "OR4C46", | |
| "TMEM72", | |
| "RBM48", | |
| "FOXA3", | |
| "EZR", | |
| "GNAT3", | |
| "SUSD1", | |
| "IFNK", | |
| "YIPF7", | |
| "MOGAT3", | |
| "OR1F2P", | |
| "CHST13", | |
| "ASCL3", | |
| "CSTPP1", | |
| "OR10G3", | |
| "GAGE1", | |
| "OR2T33", | |
| "KRT23", | |
| "LCE3D", | |
| "PAGE5", | |
| "PCDHGA8", | |
| "LINC00469", | |
| "LOC728024", | |
| "ADGRF2P", | |
| "WTIP", | |
| "RAET1G", | |
| "FLACC1", | |
| "PCDHGB1", | |
| "DPPA3", | |
| "GPR151", | |
| "TNF", | |
| "PAX4", | |
| "SCGB2B2", | |
| "SMN2", | |
| "SLC26A5", | |
| "PCDHB4", | |
| "PPAN-P2RY11", | |
| "MBD3L5", | |
| "EDAR", | |
| "SEPTIN14", | |
| "HOXD8", | |
| "HSP90AB4P", | |
| "CCDC38", | |
| "RPL23AP7", | |
| "SLC22A20P", | |
| "OR11H1", | |
| "TRIM72", | |
| "LDLRAD1", | |
| "STRA8", | |
| "FKSG29", | |
| "RPL21P44", | |
| "POU4F3", | |
| "DEFB129", | |
| "GP2", | |
| "NEUROG2", | |
| "HSF5", | |
| "SIGLEC6", | |
| "H3-4", | |
| "C1orf185", | |
| "CDH19", | |
| "IL27", | |
| "TMEM179", | |
| "DEFB115", | |
| "OR10S1", | |
| "CT47B1", | |
| "ACSM6", | |
| "NKAPP1", | |
| "RAG2", | |
| "OR51T1", | |
| "LOC642929", | |
| "APOBEC3A", | |
| "PACSIN3", | |
| "PPP1R2B", | |
| "LINC02694", | |
| "UCP1", | |
| "OR4F4", | |
| "HS3ST6", | |
| "FSHR", | |
| "MUC2", | |
| "OR10P1", | |
| "FOXD4L5", | |
| "PEDS1-UBE2V1", | |
| "ING1", | |
| "SNORA79", | |
| "CST9", | |
| "OR5M3", | |
| "RAET1L", | |
| "CD8A", | |
| "HSFY1P1", | |
| "ACTC1", | |
| "TAS2R3", | |
| "HLA-DQA1", | |
| "PAGE1", | |
| "SFTPA1", | |
| "SSX8P", | |
| "PNPLA1", | |
| "OR2L8", | |
| "PLSCR4", | |
| "SERPINB4", | |
| "KRTAP4-7", | |
| "PAX8", | |
| "MUCL1", | |
| "EPS8L3", | |
| "SNORA16B", | |
| "RSPH6A", | |
| "FLJ13224", | |
| "RUNX1-IT1", | |
| "TUBAL3", | |
| "TMEM244", | |
| "ADGRF1", | |
| "LGALS9B", | |
| "EMC10", | |
| "SELE", | |
| "POLH", | |
| "TRIM77", | |
| "MID2", | |
| "INTS4P2", | |
| "TDRD12", | |
| "MSGN1", | |
| "MBL2", | |
| "CIMIP2B", | |
| "LACRT", | |
| "CYP4A22", | |
| "LINC00173", | |
| "KRTAP4-3", | |
| "FAM27E5", | |
| "KRTAP1-1", | |
| "LCE2C", | |
| "LRRC37A2", | |
| "ARFGAP3", | |
| "LINC01565", | |
| "PZP", | |
| "MT4", | |
| "ADGRF4", | |
| "OR2A12", | |
| "DEFA6", | |
| "SPMIP2", | |
| "ARL14", | |
| "OR10AG1", | |
| "ZBED1", | |
| "SLC10A2", | |
| "HLA-DQB2", | |
| "PRORSD1P", | |
| "SNORA69", | |
| "HELT", | |
| "FAM99B", | |
| "ERRFI1", | |
| "LINC00200", | |
| "FCRL3", | |
| "ULK2", | |
| "DPPA2", | |
| "FAM47A", | |
| "PAGE3", | |
| "L1TD1", | |
| "KLHL14", | |
| "GSTA5", | |
| "ITLN1", | |
| "KRTAP20-4", | |
| "SPINK5", | |
| "LCN1", | |
| "KRT4", | |
| "SLFN14", | |
| "KRTAP19-6", | |
| "SLC2A2", | |
| "CEACAM22P", | |
| "ASIP", | |
| "SLC15A1", | |
| "NDST4", | |
| "MAGEA5P", | |
| "OR2T35", | |
| "PKD1L3", | |
| "HJV", | |
| "LOC730101", | |
| "JAML", | |
| "OCLN", | |
| "CYCSP52", | |
| "LRRC69", | |
| "OR10G2", | |
| "SPATA18", | |
| "TOPAZ1", | |
| "PTH2", | |
| "UBE2DNL", | |
| "PSG3", | |
| "CRCT1", | |
| "HAMP", | |
| "SCP2D1", | |
| "CT45A1", | |
| "DELEC1", | |
| "ALDH7A1", | |
| "GDF7", | |
| "CERS3", | |
| "GCM2", | |
| "SNAR-D", | |
| "DMRTC1", | |
| "OR1B1", | |
| "BTC", | |
| "TTTY4C", | |
| "TTTY22", | |
| "SLC6A5", | |
| "LINC00479", | |
| "ZNF625", | |
| "PRAMEF11", | |
| "C1orf105", | |
| "PHKA2", | |
| "OR2T12", | |
| "CASR", | |
| "H3C13", | |
| "CT45A6", | |
| "CYP2R1", | |
| "CCL15", | |
| "BARHL1", | |
| "RPL10L", | |
| "ABCB5", | |
| "CD300LD-AS1", | |
| "CD34", | |
| "LILRB5", | |
| "FZD9", | |
| "ATIC", | |
| "MAGEB18", | |
| "WFDC10B", | |
| "DEFB109A", | |
| "ZP4", | |
| "PRR30", | |
| "INSL6", | |
| "KCNQ5", | |
| "OR2G2", | |
| "LHFPL7", | |
| "PRSS38", | |
| "PLEKHG4", | |
| "HRNR", | |
| "KRT39", | |
| "OR51G2", | |
| "TUBB7P", | |
| "LRRC30", | |
| "B4GALNT2", | |
| "SERPINB10", | |
| "SPINK4", | |
| "SYCP3", | |
| "LINC00588", | |
| "HSPB9", | |
| "GARIN6", | |
| "B4GALNT3", | |
| "GDPGP1", | |
| "PPEF2", | |
| "TPI1P3", | |
| "RAET1E", | |
| "AOX2P", | |
| "BCL11A", | |
| "HCN4", | |
| "ZNF311", | |
| "GP9", | |
| "RP9", | |
| "SAYSD1", | |
| "GUCY2F", | |
| "CPXCR1", | |
| "CIMIP4", | |
| "DEFB110", | |
| "GATA6", | |
| "FRG2", | |
| "NLRP9", | |
| "SCARNA15", | |
| "CHRNG", | |
| "HBG1", | |
| "MLEC", | |
| "CD300LD", | |
| "GPHA2", | |
| "OR2T10", | |
| "GTF2IRD2", | |
| "IQCF3", | |
| "PFN4", | |
| "ESR1", | |
| "LRRC74A", | |
| "ACTL10", | |
| "THEM4", | |
| "ESPNP", | |
| "TBC1D29P", | |
| "OR2B3", | |
| "SFTA2", | |
| "EDDM3A", | |
| "ZNF334", | |
| "ZNF594", | |
| "ABCG5", | |
| "IL37", | |
| "ADH7", | |
| "HBZ", | |
| "SLC23A1", | |
| "IL21", | |
| "LINC00312", | |
| "SLC18A3", | |
| "REG1B", | |
| "MRI1", | |
| "SNORA18", | |
| "PM20D1", | |
| "MSMB", | |
| "SLURP1", | |
| "NPY2R", | |
| "PASD1", | |
| "KRTAP5-5", | |
| "MBOAT4", | |
| "TEX11", | |
| "TTC22", | |
| "RFPL3", | |
| "OR4D11", | |
| "LOC284379", | |
| "SPANXN3" | |
| ], | |
| "Coefficient": [ | |
| -0.9039650028100844, | |
| -0.7464364819702317, | |
| -0.7159255727049888, | |
| 0.6813007086878837, | |
| -0.6787235338790649, | |
| -0.6711884050931326, | |
| 0.622334305120992, | |
| 0.5702072759763505, | |
| 0.5568233501139795, | |
| 0.5243278190756168, | |
| -0.5122373744131138, | |
| -0.5028238032170623, | |
| 0.49471630198830374, | |
| -0.4946663660906084, | |
| -0.4931947253581455, | |
| 0.48700042500516855, | |
| -0.4641359077131275, | |
| 0.45688998766552125, | |
| -0.4451922674966309, | |
| 0.43270093297152046, | |
| -0.427765082313086, | |
| -0.42749529413172976, | |
| 0.4207011978865868, | |
| -0.4203553292785217, | |
| -0.4113072682871266, | |
| 0.4016036407393003, | |
| 0.39073894000336606, | |
| 0.38983666449421417, | |
| 0.3819428642060428, | |
| 0.38079048413451805, | |
| 0.3765424030453653, | |
| -0.36844758214132306, | |
| 0.3670416365524728, | |
| -0.3627922835345454, | |
| 0.3618482591424155, | |
| -0.35781262545752657, | |
| 0.3554652542378314, | |
| -0.3537484009663413, | |
| -0.3530761325251974, | |
| -0.3518723675221067, | |
| 0.3497768494889818, | |
| 0.33824591913677565, | |
| -0.33725032077313927, | |
| 0.3370588948439946, | |
| -0.33671004047467873, | |
| -0.3354769233951869, | |
| 0.3354216271507386, | |
| -0.33506128628199655, | |
| 0.33433790074032405, | |
| 0.3342924046823062, | |
| 0.3275191028767842, | |
| 0.3230895126534574, | |
| 0.3173821371527733, | |
| 0.31593465468359844, | |
| 0.3147287506537568, | |
| 0.31454433265789206, | |
| 0.3127615042394858, | |
| 0.3097634569297639, | |
| -0.30944515305049425, | |
| -0.3082468212415239, | |
| -0.3073706287554254, | |
| -0.306532807563796, | |
| -0.30642046262836836, | |
| -0.30623608175262484, | |
| -0.3042818974559384, | |
| 0.30302033639223863, | |
| 0.30099331362792153, | |
| -0.3007653855475985, | |
| -0.29936206928692133, | |
| 0.298843008885576, | |
| 0.29822535303510733, | |
| 0.29599457788259753, | |
| 0.29596445624397966, | |
| 0.29388668874737783, | |
| 0.2925290675166468, | |
| -0.2916679878170651, | |
| -0.29007685676755174, | |
| -0.2898713705620151, | |
| 0.28928372527404583, | |
| -0.28902884692297476, | |
| -0.2873311119006225, | |
| 0.2869645306393355, | |
| 0.2867347310255703, | |
| -0.28500914956573437, | |
| -0.2821659614763062, | |
| 0.2809480983405572, | |
| -0.27670833094859615, | |
| -0.2757841488089402, | |
| 0.2721659409099092, | |
| 0.2696330526422583, | |
| -0.26624026901211956, | |
| 0.26510973493610046, | |
| -0.26456587556892464, | |
| 0.26331545901713893, | |
| -0.26317725800287817, | |
| 0.2619229956206486, | |
| 0.25888863463805223, | |
| 0.25822850362672284, | |
| -0.25797632962726064, | |
| -0.25454721889285725, | |
| -0.25379262988244394, | |
| 0.2537566390677704, | |
| 0.2534436016090535, | |
| -0.2526645463185604, | |
| 0.2502801574871676, | |
| -0.2499686276977732, | |
| 0.245624350137244, | |
| 0.24556838416206975, | |
| -0.24537745826318955, | |
| 0.24460739166279893, | |
| -0.24442019998696987, | |
| -0.2425766569707184, | |
| 0.24257200516241226, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| 0.00562779746533434, | |
| 0.005536487650496544, | |
| 0.005178950635949092, | |
| 0.004923061452383958, | |
| 0.0041497074015687035, | |
| 0.004118323778973301, | |
| 0.003693423484929559, | |
| 0.0036335885473555065, | |
| 0.003405880440859903, | |
| 0.0030343624335386087, | |
| 0.0015450501169026133, | |
| 0.0014069903425592072, | |
| 0.0011201255524954708, | |
| 0.00097728584777712, | |
| 0.0006522067161612171, | |
| 5.197396567481463e-05 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 99.28571428571428, | |
| "precision": 99.28571428571428, | |
| "recall": 100.0, | |
| "f1": 99.64106134447282 | |
| }, | |
| "selection": { | |
| "precision": 0.33160517134499157, | |
| "recall": 0.8333333333333333, | |
| "f1": 0.47434933370380483, | |
| "jaccard": 0.23787517136262126 | |
| } | |
| } | |
| } |