| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "MYOC", | |
| "FAM83C", | |
| "MRAP", | |
| "SPDYE2", | |
| "PIGR", | |
| "C12orf54", | |
| "MGC15885", | |
| "F2", | |
| "NHERF4", | |
| "SDHAF3", | |
| "PLA2G2C", | |
| "CD34", | |
| "OR52K2", | |
| "ADGRF4", | |
| "APOF", | |
| "AS3MT", | |
| "HAMP", | |
| "SLC35E2B", | |
| "DYNAP", | |
| "YIPF7", | |
| "SLED1", | |
| "PCDHB6", | |
| "ULK4P2", | |
| "MYO7B", | |
| "PCDHGB2", | |
| "NPPC", | |
| "LOC100192426", | |
| "PDCL2", | |
| "VPS72", | |
| "FCRLA", | |
| "CRISP3", | |
| "IHO1", | |
| "CCL1", | |
| "KASH5", | |
| "TMEM179", | |
| "GARIN5B", | |
| "KRTAP10-4", | |
| "TFAP2A", | |
| "CASR", | |
| "LRRC70", | |
| "ADH1A", | |
| "TAS2R1", | |
| "PCDHGB1", | |
| "CPZ", | |
| "ALDH1A1", | |
| "OR10A3", | |
| "PRM2", | |
| "DNLZ", | |
| "RGS16", | |
| "LEP", | |
| "HBZ", | |
| "RGPD8", | |
| "RGS13", | |
| "NT5C1B", | |
| "DIO3OS", | |
| "LIN7A", | |
| "H4C6", | |
| "CXADRP3", | |
| "LOC389705", | |
| "FAM136BP", | |
| "CHST13", | |
| "MSGN1", | |
| "RTP1", | |
| "MIR3667HG", | |
| "GOLGA8DP", | |
| "HNRNPCL1", | |
| "TRIM10", | |
| "PNLIPRP1", | |
| "OR2T12", | |
| "POLR2J3", | |
| "MLEC", | |
| "GATA6", | |
| "HORMAD1", | |
| "TRIM60", | |
| "POU1F1", | |
| "SLC36A2", | |
| "H2BC1", | |
| "OR52M1", | |
| "TTTY19", | |
| "IQCF6", | |
| "PCDHB5", | |
| "RGPD5", | |
| "PRAMEF18", | |
| "SLC36A3", | |
| "FKSG29", | |
| "C16orf90", | |
| "OR56A4", | |
| "GDPGP1", | |
| "SLC29A4", | |
| "KLC3", | |
| "LMO3", | |
| "IL37", | |
| "PLEKHG7", | |
| "DPPA2", | |
| "CCDC196", | |
| "RAET1G", | |
| "S100G", | |
| "RPA4", | |
| "OR5AP2", | |
| "PRAMEF5", | |
| "USH1G", | |
| "ZNF263", | |
| "UNCX", | |
| "FREY1", | |
| "KRTAP4-7", | |
| "CSPG4P2Y", | |
| "OR10Q1", | |
| "NEU2", | |
| "TMPRSS11BNL", | |
| "TTTY22", | |
| "RHBG", | |
| "WT1", | |
| "SNORD67", | |
| "NCR1", | |
| "FCRL3", | |
| "MLPH", | |
| "PPP1R2B", | |
| "SNORA79", | |
| "PRDM7", | |
| "ZNF880", | |
| "USP29", | |
| "ASIP", | |
| "MIOX", | |
| "MESD", | |
| "CEACAM22P", | |
| "GUCY2GP", | |
| "PASD1", | |
| "SPINK13", | |
| "RHEBL1", | |
| "LIPJ", | |
| "SLC10A2", | |
| "CDH23", | |
| "MGAM", | |
| "POLR2J2", | |
| "TMEM26", | |
| "FABP2", | |
| "VN1R4", | |
| "AMDHD1", | |
| "STON1-GTF2A1L", | |
| "SNORA18", | |
| "LILRB5", | |
| "GSTA5", | |
| "TDRD12", | |
| "CPA6", | |
| "ZP1", | |
| "PFN2", | |
| "DPRX", | |
| "ZDHHC3", | |
| "LINC00207", | |
| "MRI1", | |
| "SLC2A2", | |
| "SUPT20HL1", | |
| "ZNF735", | |
| "L1TD1", | |
| "OTOP1", | |
| "TBC1D29P", | |
| "FRMD1", | |
| "MIA2", | |
| "KRTAP9-9", | |
| "PRG1", | |
| "LINC00244", | |
| "BTLA", | |
| "OR10P1", | |
| "FAM86C1P", | |
| "KCP", | |
| "CCDC198", | |
| "KRT12", | |
| "TMPRSS11A", | |
| "CHRNG", | |
| "TBX20", | |
| "TEX38", | |
| "UPK3BL1", | |
| "SLC25A51", | |
| "OR13C8", | |
| "TNNI1", | |
| "TLX2", | |
| "USP26", | |
| "CERS3", | |
| "CEACAM7", | |
| "KRTAP10-5", | |
| "OR4C3", | |
| "KRTAP1-1", | |
| "H4C12", | |
| "ACE2", | |
| "OR11H12", | |
| "SFTPA1", | |
| "OR1Q1", | |
| "WDSUB1", | |
| "H3C8", | |
| "TG", | |
| "PPIAL4A", | |
| "RSPH6A", | |
| "PXT1", | |
| "CDRT15", | |
| "FHIP1A", | |
| "PEDS1-UBE2V1", | |
| "KLK1", | |
| "TNK1", | |
| "UBE2DNL", | |
| "TPRX1", | |
| "TBX10", | |
| "B3GNT9", | |
| "DAOA", | |
| "FAM99B", | |
| "KRTAP4-3", | |
| "FLG2", | |
| "ICAM4", | |
| "PCDHGA6", | |
| "OR5H1", | |
| "MS4A12", | |
| "PMS2P5", | |
| "SLC30A2", | |
| "CHODL-AS1", | |
| "FBXL21P", | |
| "AADACL4", | |
| "ASPRV1", | |
| "SNORA5C", | |
| "PAGE5", | |
| "PROX2", | |
| "H2BW2", | |
| "TBXT", | |
| "FAM138D", | |
| "SNORA36B", | |
| "FBXO6", | |
| "KRT3", | |
| "RRP7BP", | |
| "SPTA1", | |
| "CT45A1", | |
| "LRRC30", | |
| "CDCA7", | |
| "SIGLEC6", | |
| "PEG3-AS1", | |
| "SNX31", | |
| "SPATA45", | |
| "KCNH2", | |
| "PCSK9", | |
| "GAGE12J", | |
| "KRTAP27-1", | |
| "CRYBB3", | |
| "FAM138B", | |
| "HTR2B", | |
| "DDI1", | |
| "ZP4", | |
| "HERC5", | |
| "TTTY8", | |
| "SPINK4", | |
| "GARIN6", | |
| "PCDHB4", | |
| "MINDY4", | |
| "TTC22", | |
| "LINC00200", | |
| "ZNF174", | |
| "DEFA6", | |
| "NANOS1", | |
| "C10orf53", | |
| "OR2T35", | |
| "CLDN18", | |
| "PCDHGB7", | |
| "LOC284788", | |
| "OR6F1", | |
| "CIB3", | |
| "OR10X1", | |
| "C1orf185", | |
| "TFDP2", | |
| "OR1S1", | |
| "EIF3IP1", | |
| "LIMS3-LOC440895", | |
| "SELP", | |
| "AXDND1", | |
| "HSP90AB4P", | |
| "EZR", | |
| "CD300LD-AS1", | |
| "POM121L10P", | |
| "RUNX1-IT1", | |
| "SLC46A1", | |
| "UNC45B", | |
| "PRAMEF11", | |
| "EGLN3", | |
| "ATP5MC3", | |
| "DNAJC25-GNG10", | |
| "XG", | |
| "TNF", | |
| "FIBIN", | |
| "OR2B3", | |
| "A4GNT", | |
| "SLC15A1", | |
| "SAYSD1", | |
| "BIRC7", | |
| "KRTAP10-9", | |
| "OR10AG1", | |
| "NAPSB", | |
| "TPD52", | |
| "OR2T33", | |
| "UCP1", | |
| "PCDHA9", | |
| "GLYCAM1", | |
| "ELOA2", | |
| "DMRTC2", | |
| "PPP1R2P1", | |
| "SLC18A3", | |
| "KRTAP19-6", | |
| "DNAJC15", | |
| "GLYATL3", | |
| "HBG1", | |
| "NME6", | |
| "PSG5", | |
| "IQCF3", | |
| "CFHR1", | |
| "UGT1A7", | |
| "ASB15", | |
| "PAPSS1", | |
| "TMEM223", | |
| "ZSCAN10", | |
| "OR8A1", | |
| "EGFEM1P", | |
| "MEOX1", | |
| "CD300LD", | |
| "KRTAP3-3", | |
| "SNORA3B", | |
| "OR7E91P", | |
| "OR4C6", | |
| "MYOZ2", | |
| "KCNK10", | |
| "OR2AT4", | |
| "OR4C46", | |
| "DYTN", | |
| "RASSF6", | |
| "FAM27E5", | |
| "CPLX4", | |
| "MOGAT3", | |
| "LY6S-AS1", | |
| "SLC25A2", | |
| "FAM47A", | |
| "H2AC25", | |
| "GHSR", | |
| "STX19", | |
| "OR51G2", | |
| "TRIM35", | |
| "INTS4P2", | |
| "WFDC9", | |
| "MAGEB18", | |
| "OR2M1P", | |
| "CXCR5", | |
| "LINC00469", | |
| "CT47B1", | |
| "PAGE1", | |
| "WIF1", | |
| "NLRP13", | |
| "CIB4", | |
| "FTHL17", | |
| "HOXD8", | |
| "ANKRD40CL", | |
| "OR6T1", | |
| "NPHP3-AS1", | |
| "HS3ST6", | |
| "ACTC1", | |
| "CLEC3B", | |
| "IGFL2", | |
| "CATSPER4", | |
| "OR4S1", | |
| "LACRT", | |
| "OR2T34", | |
| "ITLN1", | |
| "TFPI2", | |
| "DEFB112", | |
| "TM6SF2", | |
| "SPIB", | |
| "SLC9B1", | |
| "RHAG", | |
| "GPHA2", | |
| "MYO3B", | |
| "OR2T6", | |
| "POU4F3", | |
| "OR52I2", | |
| "PDE6A", | |
| "LRRC18", | |
| "APOBEC3A", | |
| "TRIM77", | |
| "FAM99A", | |
| "GPR148", | |
| "PCDHGB6", | |
| "CLEC12B", | |
| "HELT", | |
| "RBM48", | |
| "MBL1P", | |
| "ASCL3", | |
| "SNORA69", | |
| "PPAN-P2RY11", | |
| "OR6C6", | |
| "KRT39", | |
| "ZNF883", | |
| "ARFGAP3", | |
| "SLC22A4", | |
| "TNMD", | |
| "CYP2F1", | |
| "OR5AN1", | |
| "TRPM3", | |
| "MS4A2", | |
| "ANTXRL", | |
| "TMPRSS6", | |
| "PPP1R14D", | |
| "SDR9C7", | |
| "LOC728024", | |
| "CCDC152", | |
| "KRTAP20-4", | |
| "TRIM49", | |
| "EPS8L3", | |
| "ERRFI1", | |
| "KRTAP20-1", | |
| "OR10S1", | |
| "OR5AS1", | |
| "KCNK16", | |
| "ARMCX6", | |
| "CYP4A22", | |
| "SPINK6", | |
| "PAX8", | |
| "LINC01565", | |
| "DSCR9", | |
| "PCDHA8", | |
| "CLDN25", | |
| "LDLRAD1", | |
| "AOX2P", | |
| "KRT76", | |
| "SNORA10", | |
| "OTOR", | |
| "PCDHA4", | |
| "DPEP3", | |
| "SMIM15", | |
| "F3", | |
| "ZNF449", | |
| "SPINK5", | |
| "SERHL", | |
| "TMC3", | |
| "EVX2", | |
| "LRRC69", | |
| "S100P", | |
| "TAAR6", | |
| "RNF186", | |
| "H2AB1", | |
| "LYPD2", | |
| "ALPG", | |
| "SPTBN5", | |
| "OR10G2", | |
| "SLFN14", | |
| "B4GALNT2", | |
| "TTTY13", | |
| "TM4SF20", | |
| "OR5M3", | |
| "SNORA16B", | |
| "OR4F4", | |
| "TCP10L2", | |
| "LCE2C", | |
| "ZAN", | |
| "PAGE3", | |
| "PLGLA", | |
| "TEX35", | |
| "IFNL3", | |
| "XAGE3", | |
| "SFRP1", | |
| "GPCPD1", | |
| "PTH2", | |
| "IDO1", | |
| "LINC02860", | |
| "ADAM30", | |
| "FAM138F", | |
| "C11orf16", | |
| "SMN1", | |
| "TOMM20L", | |
| "B4GALT6", | |
| "OR2W1", | |
| "GP2", | |
| "VHLL", | |
| "GP9", | |
| "FAM24A", | |
| "CYCSP52", | |
| "MUC21", | |
| "SMCO2", | |
| "OR6C75", | |
| "IWS1", | |
| "FLACC1", | |
| "CCDC144NL", | |
| "FAM83B", | |
| "NOMO2", | |
| "CLRN1-AS1", | |
| "CNMD", | |
| "LINC02694", | |
| "DEFB110", | |
| "LOC284379", | |
| "RNASE7", | |
| "JDP2", | |
| "LAX1", | |
| "OR2L1P", | |
| "IL36G", | |
| "CFHR4", | |
| "ALOX15", | |
| "FAM66D", | |
| "TRIM14", | |
| "ZG16B", | |
| "PM20D1", | |
| "POTEA", | |
| "ZNF442", | |
| "NMRK2", | |
| "OR2M3", | |
| "LOC642929", | |
| "BTF3P11", | |
| "PCDHGA8", | |
| "FOXD3", | |
| "FMO6P", | |
| "METTL27", | |
| "HCRTR1", | |
| "ENAM", | |
| "SPANXN3", | |
| "PHEX", | |
| "OR2T29", | |
| "OR4F5", | |
| "JAML", | |
| "NXF2", | |
| "OR13F1", | |
| "MUC15", | |
| "PLCXD1", | |
| "FAM83F", | |
| "KLF14", | |
| "ELSPBP1", | |
| "NKAPP1", | |
| "RAD21L1", | |
| "PRB4", | |
| "OR2L8", | |
| "SPACA5", | |
| "NEURL3", | |
| "AMZ2P1", | |
| "HCN4", | |
| "KPRP", | |
| "SCARNA15", | |
| "C16orf46", | |
| "LRRC19", | |
| "KRTAP15-1", | |
| "OR2T10", | |
| "CTAG2", | |
| "PCDHB2", | |
| "CSTL1", | |
| "RSPO4", | |
| "ZNF311", | |
| "HSF5", | |
| "XKR3", | |
| "FRG2", | |
| "DAB1", | |
| "MCCC1", | |
| "IL1F10", | |
| "TBK1", | |
| "AFM", | |
| "LYPD4", | |
| "DCAF8", | |
| "KRTAP9-2", | |
| "SSX8P", | |
| "PCDHGB3", | |
| "CT45A3", | |
| "TBC1D3G", | |
| "GPR153", | |
| "OR2M5", | |
| "TPI1P3", | |
| "MYH8", | |
| "PCAT4", | |
| "CCDC185", | |
| "SRD5A2", | |
| "SERPINA13P", | |
| "RPS27", | |
| "ADIPOQ", | |
| "SNORA66", | |
| "LMOD3", | |
| "FOXI2", | |
| "PRSS3P2", | |
| "LINC00479", | |
| "FAM47C", | |
| "DEFB134", | |
| "DPPA3", | |
| "FLJ13224", | |
| "CABS1", | |
| "ANGPTL3", | |
| "RAG2", | |
| "OR56B1", | |
| "NEK9", | |
| "ESPNP", | |
| "MOS", | |
| "ZFAND5", | |
| "LOC284009", | |
| "OR11L1", | |
| "GPR149", | |
| "OR4X2", | |
| "OR13J1", | |
| "FAM221A", | |
| "MCCD1", | |
| "AP1M2", | |
| "TXNIP", | |
| "DMRTC1", | |
| "EVPLL", | |
| "MUC2", | |
| "RNASE11", | |
| "FSHB", | |
| "UTS2R", | |
| "OR4C13", | |
| "BRINP3", | |
| "SNORA28", | |
| "CYP4Z2P", | |
| "DDX43", | |
| "PKHD1", | |
| "KRT74", | |
| "OR1M1", | |
| "HOXA11-AS", | |
| "OXT" | |
| ], | |
| "Coefficient": [ | |
| 0.8184725568178761, | |
| -0.7306378701632372, | |
| -0.6087184866659214, | |
| 0.5553341295687576, | |
| -0.5525821018497862, | |
| -0.5313410398014948, | |
| 0.5059121930611642, | |
| -0.49412870941668, | |
| 0.4637062380681171, | |
| -0.45332100901894284, | |
| 0.42499526391161974, | |
| -0.41805328051386287, | |
| 0.41589198883839, | |
| 0.4157156752075996, | |
| -0.4101536055809935, | |
| 0.40178128187005224, | |
| -0.3974634972079541, | |
| 0.38648821069214323, | |
| 0.38429732764416147, | |
| -0.3841163041435607, | |
| -0.38398948881212336, | |
| 0.38253155549681866, | |
| -0.3818825697359413, | |
| -0.37011217474004876, | |
| -0.36489939483709233, | |
| 0.363803006034775, | |
| 0.3625904380525447, | |
| 0.3623284627395243, | |
| 0.36210075334414765, | |
| -0.3614603275938844, | |
| -0.3515786031629013, | |
| -0.3467257408861627, | |
| -0.34421933002905375, | |
| 0.34049849912184016, | |
| 0.3336587613252233, | |
| -0.3325332365200745, | |
| -0.32600172134270694, | |
| -0.3247584009583946, | |
| 0.32172753131962395, | |
| 0.3168889612032263, | |
| 0.316494811460028, | |
| 0.31240658629362644, | |
| -0.3123724369601184, | |
| -0.31156149158437885, | |
| -0.3087964453424644, | |
| 0.3084066120276799, | |
| -0.30666726894114643, | |
| 0.3060145101478208, | |
| -0.3019074598050707, | |
| -0.2987197763445244, | |
| 0.29827726517989306, | |
| -0.29685797928717467, | |
| -0.2954433281783319, | |
| -0.29532174844174114, | |
| 0.2909509696841605, | |
| 0.2889691179836277, | |
| 0.2825145479850613, | |
| 0.2811441332945146, | |
| -0.2788218952819917, | |
| -0.27681525904719045, | |
| 0.27372029521051927, | |
| -0.2735761558584928, | |
| 0.27328117547486275, | |
| -0.2729790343479182, | |
| -0.27112625374440974, | |
| 0.2697095997709489, | |
| -0.2670561518000474, | |
| -0.26004954575784406, | |
| 0.25993843224174096, | |
| 0.25965191621787875, | |
| 0.25965001319917574, | |
| -0.25660314527670663, | |
| 0.2548644726524159, | |
| -0.25483263801176254, | |
| 0.25358647618278324, | |
| 0.2520260529081937, | |
| 0.2503540386426997, | |
| 0.25021348821947303, | |
| 0.2489774286228916, | |
| -0.24887805521418543, | |
| -0.24887397699527425, | |
| 0.2480606000766943, | |
| -0.24749333296044607, | |
| 0.24725952043842425, | |
| -0.24584550433187077, | |
| -0.2452878015907117, | |
| -0.24521352951778053, | |
| -0.24510621099956217, | |
| 0.24406567112097016, | |
| -0.24387885668893908, | |
| -0.24288733262710835, | |
| -0.2399791786541756, | |
| -0.23985189283937336, | |
| -0.23725154407251284, | |
| 0.23673628213619277, | |
| 0.23327031514844723, | |
| 0.23209525541601267, | |
| -0.2316319328337627, | |
| -0.23115954785100692, | |
| -0.23055029043363282, | |
| 0.2302263826848835, | |
| 0.22948941182121047, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| 7.342543698934865e-05, | |
| 1.0824265322038328e-05 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 99.28571428571428, | |
| "precision": 99.28571428571428, | |
| "recall": 100.0, | |
| "f1": 99.64106134447282 | |
| }, | |
| "selection": { | |
| "precision": 1.1164445736862891, | |
| "recall": 2.2317596566523603, | |
| "f1": 1.4882565777275838, | |
| "jaccard": 0.7506895579588626 | |
| } | |
| } | |
| } |