| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "MRAP", | |
| "MYOC", | |
| "NPPC", | |
| "OR52M1", | |
| "PPP1R2B", | |
| "LOC100192426", | |
| "RGPD8", | |
| "TNK1", | |
| "MS4A12", | |
| "MGC15885", | |
| "SPDYE2", | |
| "KRT3", | |
| "PLA2G2C", | |
| "CIB3", | |
| "OR52K2", | |
| "TM4SF20", | |
| "GARIN5B", | |
| "KCNH2", | |
| "LIPJ", | |
| "FAM83C", | |
| "YIPF7", | |
| "GAGE12J", | |
| "FAM3B", | |
| "UCP1", | |
| "ULK4P2", | |
| "OR10A3", | |
| "NEU2", | |
| "FAM99B", | |
| "FCRLA", | |
| "TNNI1", | |
| "PCSK9", | |
| "SLC36A3", | |
| "INTS4P2", | |
| "DMP1", | |
| "SNORA3B", | |
| "HCRTR1", | |
| "WT1", | |
| "PPIAL4A", | |
| "CPLX4", | |
| "USP29", | |
| "PRAMEF18", | |
| "ZBED1", | |
| "TMC3", | |
| "SPIB", | |
| "TMPRSS11A", | |
| "MCCC1", | |
| "PFN4", | |
| "TMPRSS11BNL", | |
| "NXPH2", | |
| "HBZ", | |
| "CCDC198", | |
| "LY6S-AS1", | |
| "ALDH1A1", | |
| "PDCL2", | |
| "NHERF4", | |
| "TRIM14", | |
| "PLEKHG7", | |
| "UPK3BL1", | |
| "OR10S1", | |
| "CLEC12B", | |
| "FABP2", | |
| "TMEM244", | |
| "SPINK13", | |
| "ADGRF4", | |
| "PLEKHG4", | |
| "KRTAP10-4", | |
| "FREY1", | |
| "EVX2", | |
| "RGS16", | |
| "KLC3", | |
| "FRG2", | |
| "C12orf54", | |
| "PIGR", | |
| "KRTAP9-9", | |
| "OR4M2", | |
| "PROX2", | |
| "DYNAP", | |
| "HCN4", | |
| "PCDHGB2", | |
| "MRI1", | |
| "PAX8", | |
| "LOC730101", | |
| "ADH1A", | |
| "PXT1", | |
| "FSHR", | |
| "CSPG4P2Y", | |
| "HAMP", | |
| "ADGRF2P", | |
| "PEDS1-UBE2V1", | |
| "PMS2P5", | |
| "SNORD67", | |
| "PLPP1", | |
| "MROH6", | |
| "PCDHGB1", | |
| "L1TD1", | |
| "POU1F1", | |
| "PRM2", | |
| "PASD1", | |
| "LACRT", | |
| "GPR148", | |
| "LGALS9B", | |
| "IQCF6", | |
| "AFM", | |
| "FLG2", | |
| "LEP", | |
| "SLED1", | |
| "SDHAF3", | |
| "POLR2J2", | |
| "CCL1", | |
| "SPINK5", | |
| "APOF", | |
| "TFAP2A", | |
| "C16orf90", | |
| "SUPT20HL1", | |
| "C10orf53", | |
| "TDRD12", | |
| "OR6T1", | |
| "OR6K6", | |
| "FIBIN", | |
| "FAM136BP", | |
| "PRAMEF5", | |
| "CRISP3", | |
| "GOLGA8DP", | |
| "OR10Q1", | |
| "OR2T12", | |
| "CATSPER4", | |
| "BGLAP", | |
| "TRIM10", | |
| "ZNF311", | |
| "FKSG29", | |
| "ERRFI1", | |
| "HORMAD1", | |
| "SNORA28", | |
| "OR6B3", | |
| "TEX38", | |
| "ATP5MC3", | |
| "ARFGAP3", | |
| "CD300LD-AS1", | |
| "USH1G", | |
| "RHAG", | |
| "DUSP19", | |
| "MIA2", | |
| "MYH8", | |
| "MAGEC2", | |
| "PAGE3", | |
| "CHODL-AS1", | |
| "CASR", | |
| "EPS8L3", | |
| "HAO2", | |
| "LOC284009", | |
| "DNAJC15", | |
| "MOGAT3", | |
| "XG", | |
| "ROBO2", | |
| "UGT1A7", | |
| "KRT12", | |
| "OTOP1", | |
| "LIMS3-LOC440895", | |
| "NCR1", | |
| "RPTN", | |
| "PPAN-P2RY11", | |
| "FAM221A", | |
| "KRTAP4-7", | |
| "CIB4", | |
| "PCDHGA6", | |
| "PPEF2", | |
| "TPRX1", | |
| "PNLIPRP1", | |
| "PRSS3P2", | |
| "ASZ1", | |
| "LOC284788", | |
| "PCDHA8", | |
| "SLC22A20P", | |
| "LINC00469", | |
| "ANKRD2", | |
| "PKP1", | |
| "MUC15", | |
| "ADGRF1", | |
| "RSPH6A", | |
| "SMN2", | |
| "LINC00588", | |
| "TTTY19", | |
| "TPD52", | |
| "OR2T33", | |
| "TFPI2", | |
| "F2", | |
| "PKHD1", | |
| "STON1-GTF2A1L", | |
| "CXADRP3", | |
| "DDI1", | |
| "ACE2", | |
| "S100G", | |
| "BTLA", | |
| "SLC35G3", | |
| "SDR9C7", | |
| "FAM27E5", | |
| "MRPL42P5", | |
| "ZFP92", | |
| "OR2T35", | |
| "GSTA5", | |
| "ADGRF3", | |
| "DNLZ", | |
| "RPL21P44", | |
| "TAS2R1", | |
| "MS4A2", | |
| "DPRX", | |
| "OR14J1", | |
| "CLDN18", | |
| "IGFBP5", | |
| "CCDC196", | |
| "AS3MT", | |
| "SLC30A2", | |
| "SFTPA1", | |
| "KRTAP10-5", | |
| "DPPA2", | |
| "TTTY22", | |
| "SNAR-F", | |
| "DIO3OS", | |
| "S100A7", | |
| "ARRDC5", | |
| "SNORA36B", | |
| "LRRC69", | |
| "ALPG", | |
| "GP2", | |
| "FBXL21P", | |
| "GDPGP1", | |
| "LIN7A", | |
| "MINDY4", | |
| "ASB12", | |
| "FRMD1", | |
| "UGT1A9", | |
| "PSG5", | |
| "OR8A1", | |
| "IL37", | |
| "TRIM60", | |
| "FAM66D", | |
| "MIOX", | |
| "TBC1D26", | |
| "SPDYE6", | |
| "TNMD", | |
| "TPD52L3", | |
| "ANGPTL3", | |
| "PRG1", | |
| "TAS2R3", | |
| "OR13F1", | |
| "PPP1R14D", | |
| "WBP2NL", | |
| "CHRNG", | |
| "MAGEB18", | |
| "TAAR5", | |
| "PCDHB2", | |
| "TRPM3", | |
| "KASH5", | |
| "IGFL2", | |
| "OR10P1", | |
| "TBC1D3G", | |
| "GOLGA8EP", | |
| "H2AB1", | |
| "ASPRV1", | |
| "TRIM77", | |
| "PCDHB6", | |
| "OR5AP2", | |
| "AKR7A3", | |
| "KRTAP9-2", | |
| "TAS2R30", | |
| "FCRL3", | |
| "PCDHGA8", | |
| "MID2", | |
| "LRRC70", | |
| "SAYSD1", | |
| "DEFB109A", | |
| "CDH23", | |
| "CRYGB", | |
| "CEACAM7", | |
| "KLHL14", | |
| "LDLRAD1", | |
| "OR2B2", | |
| "CERS3", | |
| "RWDD2B", | |
| "CRYBB3", | |
| "H2BC1", | |
| "DNAJC25-GNG10", | |
| "LOC389705", | |
| "OR56A4", | |
| "OR52I2", | |
| "LOC728024", | |
| "PXMP4", | |
| "DEFB112", | |
| "IHO1", | |
| "GAGE12D", | |
| "PCAT4", | |
| "OR2G2", | |
| "FAM47C", | |
| "KCNK10", | |
| "TMEM185B", | |
| "OR9Q1", | |
| "VN1R4", | |
| "USP26", | |
| "SIGLEC6", | |
| "FBXO6", | |
| "AIRE", | |
| "RPA4", | |
| "AP1M2", | |
| "SPINK4", | |
| "RNF182", | |
| "OR2A12", | |
| "SMCO2", | |
| "CLP1", | |
| "C11orf16", | |
| "TAS2R9", | |
| "OR5AN1", | |
| "MIR3667HG", | |
| "SNX31", | |
| "ASIP", | |
| "TBXT", | |
| "CLEC4GP1", | |
| "ZFP1", | |
| "IFNA1", | |
| "SUN5", | |
| "FAM138B", | |
| "MUCL1", | |
| "OR4X2", | |
| "MLEC", | |
| "DSCR9", | |
| "CDRT15", | |
| "RGPD5", | |
| "DDX43", | |
| "RSPO4", | |
| "XAGE3", | |
| "DEFB104A", | |
| "S100A1", | |
| "NETO2", | |
| "CYP2F1", | |
| "HELT", | |
| "CTAG2", | |
| "PM20D1", | |
| "SPATA18", | |
| "OR11L1", | |
| "AMDHD1", | |
| "OR2A14", | |
| "OR4S1", | |
| "SPDYC", | |
| "GPHA2", | |
| "ZAN", | |
| "PLSCR4", | |
| "HBG2", | |
| "CD209", | |
| "TG", | |
| "ICAM4", | |
| "DCAF8", | |
| "MAGEB2", | |
| "PRAME", | |
| "CCDC152", | |
| "C1orf185", | |
| "CSH2", | |
| "GDE1", | |
| "TMPRSS11B", | |
| "KIF25", | |
| "ZNF735", | |
| "SUGT1", | |
| "KRTAP27-1", | |
| "SNORA38B", | |
| "INE2", | |
| "LILRA3", | |
| "NCR2", | |
| "CFAP144P1", | |
| "GLYCAM1", | |
| "MAGEB4", | |
| "OR1K1", | |
| "IDO2", | |
| "MGAM", | |
| "CPA6", | |
| "CD300LD", | |
| "LINC00207", | |
| "CPZ", | |
| "RNASE7", | |
| "GUCY2GP", | |
| "ZNF354A", | |
| "FRG2B", | |
| "ADRB1", | |
| "POR", | |
| "LILRB5", | |
| "LINC00200", | |
| "TBC1D3P2", | |
| "ACTBL2", | |
| "PAPSS1", | |
| "SLC26A5", | |
| "LPAR2", | |
| "SMN1", | |
| "LINC00473", | |
| "TBX10", | |
| "OR1S1", | |
| "OR4C13", | |
| "B3GNT9", | |
| "DEFB129", | |
| "IL21", | |
| "KPRP", | |
| "SLC46A1", | |
| "TBPL2", | |
| "SMCO3", | |
| "STAG3", | |
| "IQCF5", | |
| "SNORA79", | |
| "SLC35E2B", | |
| "TREH", | |
| "TUBB7P", | |
| "GTF2IRD2", | |
| "SGCZ", | |
| "SNORA69", | |
| "SERHL", | |
| "PCDHA9", | |
| "KLK1", | |
| "OR2M5", | |
| "OR51G2", | |
| "HRNR", | |
| "TTTY13", | |
| "ZNF99", | |
| "SNORA61", | |
| "WFDC10B", | |
| "IZUMO1R", | |
| "LRRC19", | |
| "NPHP3-AS1", | |
| "SERPINC1", | |
| "OR6C76", | |
| "SOX14", | |
| "ANXA8L1", | |
| "H3C13", | |
| "SPACA3", | |
| "NIPAL1", | |
| "OR2AT4", | |
| "OR51Q1", | |
| "MUC21", | |
| "DEFB131A", | |
| "B4GALNT2", | |
| "EGFEM1P", | |
| "OR4D6", | |
| "NME6", | |
| "DYTN", | |
| "DEFB136", | |
| "RHBG", | |
| "OR4C45", | |
| "CA6", | |
| "BPIFA4P", | |
| "SLC25A2", | |
| "PAGE1", | |
| "ELOA2", | |
| "FGL1", | |
| "CRH", | |
| "SPANXN2", | |
| "TTLL10", | |
| "PTH2", | |
| "SULT6B1", | |
| "HSPB9", | |
| "OR13J1", | |
| "DUOX2", | |
| "DNASE2B", | |
| "OR7G1", | |
| "OR2W1", | |
| "CST9", | |
| "TMPRSS6", | |
| "TEX101", | |
| "CYP4A22", | |
| "NME3", | |
| "RGS13", | |
| "TOMM20L", | |
| "OR4C3", | |
| "ANTXRL", | |
| "POU4F3", | |
| "PRDM7", | |
| "RHEBL1", | |
| "HCAR2", | |
| "OR4F4", | |
| "H2BW2", | |
| "OR11H12", | |
| "CT45A6", | |
| "PLCXD1", | |
| "TINAG", | |
| "AKR7A2", | |
| "SSX2", | |
| "NCF1C", | |
| "RAD21L1", | |
| "AIFM2", | |
| "DEFB110", | |
| "ADGRG7", | |
| "SPATA45", | |
| "MSGN1", | |
| "KRTAP6-2", | |
| "CLDN25", | |
| "SERPINB10", | |
| "CMTR1", | |
| "ZP1", | |
| "LINC00523", | |
| "TAS2R16", | |
| "TOPAZ1", | |
| "OR2T5", | |
| "RAG2", | |
| "NOMO2", | |
| "MUC2", | |
| "SPATA31A6", | |
| "NAP1L4", | |
| "GYS1", | |
| "SBSN", | |
| "H4C12", | |
| "OR4F5", | |
| "SEC14L3", | |
| "DPEP3", | |
| "FAM47A", | |
| "OPTC", | |
| "DEFA6", | |
| "FAM138D", | |
| "CYP4F29P", | |
| "CYP4Z2P", | |
| "PRR23C", | |
| "IGSF22", | |
| "H2AC25", | |
| "OXT", | |
| "UGT1A1", | |
| "SLC25A51P1", | |
| "CLEC4G", | |
| "PDE6A", | |
| "CYP2W1", | |
| "ITLN1", | |
| "NLRP9", | |
| "CYCSP52", | |
| "NR5A1", | |
| "PRB4", | |
| "RBM38", | |
| "REC114", | |
| "ABCG5", | |
| "PNLIP", | |
| "SYCP3", | |
| "FERD3L", | |
| "TDRG1", | |
| "LINC00244", | |
| "CT45A3", | |
| "FAM170A", | |
| "RIMBP3C", | |
| "SRD5A2", | |
| "ANGPTL6", | |
| "KRTAP20-4", | |
| "OR13C3", | |
| "AGBL1", | |
| "ESPNL", | |
| "TASOR", | |
| "FAM209B", | |
| "LYPD4", | |
| "MYO7B", | |
| "TMEM179", | |
| "REG1B", | |
| "DNASE1L3", | |
| "LINC00479", | |
| "ACSM4", | |
| "CLCA3P", | |
| "SPTSSB", | |
| "LINC02915", | |
| "RBP2", | |
| "TSSK1B", | |
| "SEPTIN14", | |
| "PRLH", | |
| "DNPH1", | |
| "NLRP13", | |
| "ACTA1", | |
| "APOBEC3A", | |
| "UNC45B", | |
| "C9orf57", | |
| "KRTAP19-6", | |
| "CGB8", | |
| "TMOD1", | |
| "GPX6", | |
| "LINC01565", | |
| "TAAR2", | |
| "OR1J2", | |
| "SLC10A2", | |
| "MSLN", | |
| "OBSCN", | |
| "TBK1", | |
| "LY6G5C", | |
| "OR11H4", | |
| "NANOS1", | |
| "ARGFX", | |
| "IGDCC4", | |
| "OR2T29", | |
| "ZSCAN10" | |
| ], | |
| "Coefficient": [ | |
| -0.8554126201875386, | |
| 0.6118467091873819, | |
| 0.5069468036970898, | |
| 0.48532836790760814, | |
| 0.4738096897033487, | |
| 0.4704749068872965, | |
| -0.4693044183705947, | |
| 0.45619887564979494, | |
| 0.4156121570087176, | |
| 0.4078695751431471, | |
| 0.3960901307557597, | |
| -0.39279490366480657, | |
| 0.38636535211198597, | |
| -0.3857102423378238, | |
| 0.3855455234148727, | |
| 0.3846376950675805, | |
| -0.37525811703608886, | |
| 0.37228883247290245, | |
| 0.37044154272653057, | |
| -0.3696893666532802, | |
| -0.3570650740195058, | |
| 0.35420643623218157, | |
| 0.3416639065619058, | |
| 0.338982905730469, | |
| -0.33875900420883265, | |
| 0.3365069766313258, | |
| 0.3363288386588548, | |
| 0.333250662113638, | |
| -0.33000676688707686, | |
| -0.3297539735827746, | |
| -0.32874440581800074, | |
| 0.3254669306669092, | |
| -0.32485302870499144, | |
| -0.32046459278749956, | |
| -0.31956505363555765, | |
| -0.3192032633863017, | |
| -0.3175700615678046, | |
| -0.31555672909514976, | |
| -0.31475365047965304, | |
| -0.31413591238783983, | |
| -0.3128039188939403, | |
| -0.31271326422453266, | |
| -0.3105072017403758, | |
| -0.310191436480287, | |
| 0.3097140098501535, | |
| 0.30945588831215337, | |
| -0.30623011546564016, | |
| 0.2982892103009632, | |
| 0.29698604599852496, | |
| 0.29631677710107884, | |
| 0.2959176560260665, | |
| 0.2954477185364121, | |
| -0.2927624975743418, | |
| 0.29275282663668234, | |
| 0.28943173381869963, | |
| 0.2861964003804867, | |
| -0.2845714961282485, | |
| -0.283122567377293, | |
| 0.2785987845094592, | |
| -0.2779939684371558, | |
| 0.2777997571472654, | |
| 0.27676118187721155, | |
| -0.27228009879777565, | |
| 0.27171460587151086, | |
| 0.2709371724711346, | |
| -0.27091547524157533, | |
| -0.2691459581993795, | |
| -0.2690799213680101, | |
| -0.2689817749408273, | |
| -0.2687354953431295, | |
| 0.26606427632085106, | |
| -0.26507451911241015, | |
| -0.26500839929683284, | |
| 0.2632486325623039, | |
| 0.2632075798389756, | |
| 0.2630740826109435, | |
| 0.26284657825623264, | |
| 0.26276117757950307, | |
| -0.26074285733534247, | |
| -0.25985257535414985, | |
| -0.25908079102371795, | |
| 0.2590322172435957, | |
| 0.2589088108007487, | |
| -0.25732226080745985, | |
| -0.2570726261972659, | |
| 0.25692326289431155, | |
| -0.2551048078217558, | |
| 0.25085173985253306, | |
| -0.24921772342603404, | |
| -0.24900957113659208, | |
| -0.2473670867658537, | |
| 0.24715494674725405, | |
| -0.2457843575171488, | |
| -0.2454639318204907, | |
| 0.244843568402999, | |
| 0.2447027789174922, | |
| -0.24420790681606572, | |
| 0.24233915723056149, | |
| 0.2393632649712818, | |
| -0.23925114582106502, | |
| 0.23862381577409927, | |
| -0.23719817601059545, | |
| -0.23438959300574036, | |
| 0.23326807076537778, | |
| -0.2324541841986572, | |
| -0.23158819293013028, | |
| -0.23116636156473197, | |
| 0.22784367623506488, | |
| -0.2275235102591784, | |
| 0.22740295896933005, | |
| -0.22550542541349902, | |
| -0.22488546106755022, | |
| -0.2248320874120877, | |
| -0.22327449763287044, | |
| -0.22290750500425105, | |
| 0.22130886622787244, | |
| -0.22048929369519055, | |
| 0.2203248501182218, | |
| 0.21984269843872087, | |
| -0.21935727293657828, | |
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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": 0.16832603212531527, | |
| "recall": 1.1428571428571428, | |
| "f1": 0.2934176023667048, | |
| "jaccard": 0.14724907038017893 | |
| } | |
| } | |
| } |