| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "EPS8L1", | |
| "ARHGEF35", | |
| "CHST15", | |
| "LOC102723811", | |
| "ANKRD20A7P", | |
| "TF", | |
| "LINC00641", | |
| "TSSK3", | |
| "UBE2G2", | |
| "LOC105371050", | |
| "PRIMPOL", | |
| "LOC102723401", | |
| "CEBPD", | |
| "CHI3L2", | |
| "CYP2R1", | |
| "C2orf66", | |
| "MAP3K15", | |
| "DISC2", | |
| "RPS16P8", | |
| "CTNNBL1", | |
| "BCL7B", | |
| "ACY3", | |
| "LOC105369957", | |
| "GRAPL", | |
| "LOC101927284", | |
| "BCL9L", | |
| "ANKRD30BP2", | |
| "ARHGAP33", | |
| "ATP8B1", | |
| "DLL1", | |
| "SVIL-AS1", | |
| "ARHGAP20", | |
| "FAN1", | |
| "OR4K14", | |
| "CTNNAL1", | |
| "COX16", | |
| "FUCA1", | |
| "GRINA", | |
| "EMC3-AS1", | |
| "DNMT3A", | |
| "AXIN1", | |
| "CFAP410", | |
| "DORIP1", | |
| "PYCR1", | |
| "FLJ45513", | |
| "ADCK2", | |
| "GPR12", | |
| "LOC101926915", | |
| "FAM228A", | |
| "GNAI3", | |
| "GMIP", | |
| "CEP85", | |
| "CBLN1", | |
| "OR52D1", | |
| "OOEP", | |
| "FAM81A", | |
| "TERT", | |
| "ERO1B", | |
| "PNN", | |
| "ANAPC16", | |
| "ZNF530", | |
| "TRAM1", | |
| "DHX9", | |
| "CCDC138", | |
| "DDX31", | |
| "EPOP", | |
| "CCDC9", | |
| "CPAP", | |
| "LARP1", | |
| "RGS14", | |
| "APOBEC1", | |
| "PAQR3", | |
| "ILRUN", | |
| "CRMP1", | |
| "KCNG1", | |
| "LOC399900", | |
| "CPNE6", | |
| "DCXR", | |
| "DNAL4", | |
| "PKN2", | |
| "TBC1D20", | |
| "PFKFB4", | |
| "FUOM", | |
| "ASGR2", | |
| "GEMIN8", | |
| "LINC01602", | |
| "LOC101929645", | |
| "BCKDHB", | |
| "KRT24", | |
| "PCDHA12", | |
| "AFAP1L1", | |
| "NLGN3", | |
| "SSNA1", | |
| "MIAT", | |
| "IFT25", | |
| "CCL15", | |
| "ZBTB49", | |
| "GPR19", | |
| "GPR108", | |
| "XPA", | |
| "FAM83A-AS1", | |
| "SPRYD3", | |
| "DEF8", | |
| "FLT3", | |
| "GUSBP9", | |
| "PARP12", | |
| "MX1", | |
| "ACER3", | |
| "LINC01614", | |
| "LOC101928215", | |
| "LYRM9", | |
| "ATP5PF", | |
| "MAGEE1", | |
| "OSBPL5", | |
| "MAP3K20-AS1", | |
| "WDR90", | |
| "FLJ12825", | |
| "ZNF226", | |
| "PTPRK", | |
| "MKRN7P", | |
| "TTC13", | |
| "LOC101928911", | |
| "BCL2L12", | |
| "ZNF383", | |
| "FARP2", | |
| "CPTP", | |
| "TSPAN18", | |
| "MGA", | |
| "LOC101928409", | |
| "CNNM4", | |
| "MMP24", | |
| "ADGRG7", | |
| "SPACA4", | |
| "MTG2", | |
| "LOC101928087", | |
| "ZC3HAV1L", | |
| "LINC00626", | |
| "GNLY", | |
| "NHSL2", | |
| "SIAH1", | |
| "RHOXF1", | |
| "RNF126", | |
| "DNHD1", | |
| "CCNE2", | |
| "LOC105374890", | |
| "ACOT9", | |
| "MIR503HG", | |
| "SPAG17", | |
| "VMAC", | |
| "HCCS", | |
| "RAB9A", | |
| "TNFRSF11A", | |
| "GJA4", | |
| "B3GALT4", | |
| "MIR4296", | |
| "BTNL2", | |
| "LOC102724382", | |
| "ZNF100", | |
| "ATP1A1-AS1", | |
| "FBXW4", | |
| "ARID4A", | |
| "LOC100287477", | |
| "KCNQ1-AS1", | |
| "EMC7", | |
| "NLRP2", | |
| "CD38", | |
| "ITGA7", | |
| "MIR181A1HG", | |
| "BOLA1", | |
| "CTBP1-AS", | |
| "KRTAP12-1", | |
| "TGFBRAP1", | |
| "LINC00437", | |
| "LYPD4", | |
| "DDIT3", | |
| "SLC22A13", | |
| "FIGNL2", | |
| "BBS9", | |
| "ARL14", | |
| "OTUD7B", | |
| "HPS4", | |
| "VNN2", | |
| "LOC101930112", | |
| "INPP5J", | |
| "LOC100134868", | |
| "EIF1AY", | |
| "IFI6", | |
| "SOD1", | |
| "PREX2", | |
| "LOC102725048", | |
| "NUTM2A-AS1", | |
| "CPED1", | |
| "LRRC37A3", | |
| "DEFB1", | |
| "LOC101928236", | |
| "MTERF3", | |
| "SPTLC3", | |
| "ZNF695", | |
| "SIRT2", | |
| "ZMAT3", | |
| "RNF125", | |
| "MTNAP1", | |
| "CSNK2B", | |
| "LOC105375884", | |
| "ZNF583", | |
| "ZNF488", | |
| "LINC01304", | |
| "OR5AK2", | |
| "JADE3", | |
| "SCML1", | |
| "CENPW", | |
| "CLIC6", | |
| "FAM86B3P", | |
| "MAP2K4", | |
| "RNF148", | |
| "SPMIP4", | |
| "DONSON", | |
| "EREG", | |
| "LOC102723692", | |
| "FBXL20", | |
| "PCDHGA12", | |
| "EXD2", | |
| "SENP5", | |
| "TOX3", | |
| "EFS", | |
| "CASP5", | |
| "PI4KA", | |
| "MFSD5", | |
| "PHACTR2-AS1", | |
| "CDKL4", | |
| "SAV1", | |
| "FMO3", | |
| "FAM87A", | |
| "GARIN1A", | |
| "CCDC7", | |
| "LOC101929710", | |
| "FAHD1", | |
| "ANXA9", | |
| "PDE4A", | |
| "LYRM1", | |
| "SPATA12", | |
| "MIR365B", | |
| "KIF27", | |
| "LINC00920", | |
| "PRB4", | |
| "TMEM129", | |
| "B3GLCT", | |
| "FNTB", | |
| "DLST", | |
| "ERCC6L", | |
| "UCN", | |
| "LOC105369746", | |
| "LEFTY2", | |
| "URB2", | |
| "UMOD", | |
| "SLC2A9", | |
| "PURPL", | |
| "CYP51A1-AS1", | |
| "SNORD115-32", | |
| "FNDC7", | |
| "FTO-IT1", | |
| "LINC00619", | |
| "ATP6V0A4", | |
| "FKRP", | |
| "TK2", | |
| "LOC101928053", | |
| "PCNX4", | |
| "SLCO4C1", | |
| "GNAI1", | |
| "HOTTIP", | |
| "NRL", | |
| "CLP1", | |
| "ART3", | |
| "MIR924HG", | |
| "PIRC66", | |
| "ITGB8", | |
| "PIK3R5", | |
| "MTRR", | |
| "ABCB1", | |
| "OR13D1", | |
| "MYZAP", | |
| "PDE3A", | |
| "LOC101929305", | |
| "MYH16", | |
| "OR8K1", | |
| "P3H1", | |
| "SHLD2", | |
| "SETD2", | |
| "AGAP9", | |
| "NRSN2-AS1", | |
| "PAQR8", | |
| "STING1", | |
| "CST7", | |
| "FUT10", | |
| "GNG3", | |
| "TXN2", | |
| "AUNIP", | |
| "LOC105371899", | |
| "MVD", | |
| "MYO1E", | |
| "EDNRA", | |
| "LOC101929256", | |
| "ALOX12-AS1", | |
| "GALNT11", | |
| "ENTPD3-AS1", | |
| "YIPF3", | |
| "UBE2Q2P1", | |
| "MTREX", | |
| "LINC00324", | |
| "TTF1", | |
| "FOSL1", | |
| "PRG3", | |
| "D2HGDH", | |
| "SLC25A27", | |
| "LINC00343", | |
| "ESPL1", | |
| "PPP5C", | |
| "SLCO5A1", | |
| "MGC15885", | |
| "CLDN20", | |
| "GJB5", | |
| "LIPK", | |
| "RRN3P2", | |
| "CATSPER2", | |
| "ITSN2", | |
| "TAMALIN-AS1", | |
| "ZKSCAN2", | |
| "ZXDA", | |
| "NFIC", | |
| "TBC1D8B", | |
| "ZSCAN30", | |
| "SLC49A4", | |
| "RIC8B", | |
| "MRPL20", | |
| "TJP1", | |
| "SIRT6", | |
| "LINC00582", | |
| "OAT", | |
| "EPHX4", | |
| "PRR7-AS1", | |
| "FGF14-AS2", | |
| "ITGAX", | |
| "NPAS2", | |
| "LIN28B-AS1", | |
| "CLK1", | |
| "SPINK6", | |
| "TRAK2", | |
| "SLC7A13", | |
| "COMP", | |
| "MPDZ", | |
| "RABEPK", | |
| "PRDM4", | |
| "SNRK-AS1", | |
| "SPRR2B", | |
| "AMER2", | |
| "LOC105379362", | |
| "MAN1B1", | |
| "FOXJ3", | |
| "CCDC167", | |
| "GPAM", | |
| "NBPF8", | |
| "PPP1R3B", | |
| "AQP4-AS1", | |
| "MYO5A", | |
| "PNISR", | |
| "BSG", | |
| "SBK2", | |
| "ZBTB34", | |
| "MS4A5", | |
| "GLB1L2", | |
| "NF2", | |
| "CTAGE10P", | |
| "LOC101927418", | |
| "KCNV2", | |
| "RELN", | |
| "TBC1D19", | |
| "SNORD115-4", | |
| "OXTR", | |
| "LINC00836", | |
| "RAB3IP", | |
| "KLHDC9", | |
| "DPM2", | |
| "THAP10", | |
| "TATDN3", | |
| "AMER1", | |
| "PGK2", | |
| "OR56A4", | |
| "OR52K2", | |
| "PTPRC", | |
| "TAC1", | |
| "ZNF730", | |
| "SCRT2", | |
| "PRKRIP1", | |
| "DPP9-AS1", | |
| "EAF2", | |
| "NETO1", | |
| "APOBEC3B-AS1", | |
| "CCDC87", | |
| "ZFP41", | |
| "ZNF138", | |
| "DUBR", | |
| "LINC02901", | |
| "KCNS3", | |
| "GALNS", | |
| "OR2T10", | |
| "SPATA8", | |
| "SYT9", | |
| "MBP", | |
| "RIT1", | |
| "LOC101929485", | |
| "DCAF4L2", | |
| "RNF157-AS1", | |
| "LMBR1", | |
| "LINC00598", | |
| "CFAP44", | |
| "P3H3", | |
| "PCSK6-AS1", | |
| "HPX", | |
| "CDADC1", | |
| "LOC105369595", | |
| "TBKBP1", | |
| "EVL", | |
| "ZNF684", | |
| "PCDH19", | |
| "C3orf52", | |
| "APOL3", | |
| "PRAMENP", | |
| "MFSD4A", | |
| "ZFHX2", | |
| "EXD3", | |
| "ADCY4", | |
| "RHOU", | |
| "OR52B5P", | |
| "NMNAT1", | |
| "PSMB9", | |
| "AKT3", | |
| "FGF7P3", | |
| "SNORD63", | |
| "PABIR2", | |
| "KCNMB2-AS1", | |
| "DLG5", | |
| "B4GALNT3", | |
| "HOXD9", | |
| "IQCH-AS1", | |
| "LOC100129098", | |
| "FAM20C", | |
| "PARP15", | |
| "E2F2", | |
| "ZNF749", | |
| "LAMA5", | |
| "RPLP2", | |
| "GASK1A", | |
| "SPSB2", | |
| "PRRG2", | |
| "MRPL10", | |
| "TSPAN17", | |
| "PYHIN1", | |
| "GPR174", | |
| "LOC100286922", | |
| "PTGES3L", | |
| "ZNF204P", | |
| "LINC00529", | |
| "HMMR-AS1", | |
| "LILRA1", | |
| "LIPE", | |
| "SLPI", | |
| "SAMD10", | |
| "NRARP", | |
| "GLIPR1", | |
| "GPBAR1", | |
| "GRK2", | |
| "IGSF21", | |
| "GP1BA", | |
| "LOC375196", | |
| "PLGLB1", | |
| "MORC4", | |
| "FMN1", | |
| "GYPE", | |
| "TPRXL", | |
| "MYPN", | |
| "RMI1", | |
| "SNORD114-14", | |
| "MAEA", | |
| "POLR1F", | |
| "LYRM4-AS1", | |
| "MB21D2", | |
| "SNORD113-2", | |
| "CSNK1G2-AS1", | |
| "LINC02873", | |
| "PRL", | |
| "SLC16A2", | |
| "CDYL", | |
| "BMP2", | |
| "PCDHGB1", | |
| "SNORD114-7", | |
| "ENDOD1", | |
| "BEND7", | |
| "UGT1A7", | |
| "NR3C1", | |
| "DVL3", | |
| "AMZ1", | |
| "H3C8", | |
| "SMIM43", | |
| "LOC100505716", | |
| "KDR", | |
| "TOPAZ1", | |
| "LNP1", | |
| "ZBTB43", | |
| "PPP1R14A", | |
| "SRGAP2", | |
| "GPD2", | |
| "TLCD3A", | |
| "TXNDC8", | |
| "ODAD4", | |
| "INTS6", | |
| "RARB", | |
| "ZSCAN22", | |
| "SDR42E1", | |
| "ACOT1", | |
| "NKRF", | |
| "OR5AN1", | |
| "PGAP1", | |
| "KCNJ8", | |
| "OCRL", | |
| "CEP104", | |
| "MGAM", | |
| "OSBPL11", | |
| "STIMATE-MUSTN1", | |
| "PHETA2", | |
| "C1orf210", | |
| "TRAFD1", | |
| "HMGA2", | |
| "JARID2-AS1", | |
| "VRK2", | |
| "MAML2" | |
| ], | |
| "Coefficient": [ | |
| -6.28376372870906, | |
| 4.6893560715861975, | |
| 4.086433666450186, | |
| 3.9809565402163214, | |
| -3.963657810016003, | |
| -3.8153921262231076, | |
| 3.7384903416531037, | |
| 3.7250118698858237, | |
| 3.6726256525566643, | |
| -3.609978797356357, | |
| -3.579198243485362, | |
| -3.5781588508249365, | |
| 3.502059115262805, | |
| 3.3304048452176467, | |
| 3.2084315488796924, | |
| 3.1285501750049214, | |
| -3.1099055103709126, | |
| 2.9916274542196213, | |
| -2.922400198550586, | |
| -2.8993820067480316, | |
| -2.8232389017202038, | |
| 2.8054648373630613, | |
| 2.7717867788825683, | |
| -2.709172448320401, | |
| -2.6157838945911904, | |
| -2.5007177089444768, | |
| 2.467196591744159, | |
| 2.4414933349247567, | |
| -2.423016121077531, | |
| -2.4201172018339157, | |
| 2.418424886398564, | |
| -2.407943499543409, | |
| -2.4005458422144295, | |
| 2.3985601887353876, | |
| -2.36450520772084, | |
| 2.350157645971177, | |
| -2.272346556969882, | |
| 2.270823335098877, | |
| 2.2547245330337504, | |
| -2.2100213735662204, | |
| 2.183610003526676, | |
| 2.183608246856187, | |
| 2.1797993685957966, | |
| 2.147497559157275, | |
| 2.1347257701076536, | |
| -2.125773556077682, | |
| -2.0792328046494215, | |
| -2.030147949067449, | |
| -1.9822526470424757, | |
| -1.9417952119287567, | |
| 1.9416988615129662, | |
| -1.9406140596135546, | |
| 1.9058417219973722, | |
| -1.8897099395316164, | |
| -1.8678693534808943, | |
| -1.8211909075220756, | |
| 1.8057336525322034, | |
| -1.783434841499041, | |
| 1.7724690439100972, | |
| -1.7581347647938943, | |
| -1.7560634387270486, | |
| 1.7537417831330149, | |
| 1.7419304804573146, | |
| 1.7177818253165007, | |
| -1.700703490170437, | |
| 1.6987049968865529, | |
| -1.686797579342944, | |
| 1.6738016071816233, | |
| 1.658129662092032, | |
| 1.6529139962025514, | |
| -1.652730421534916, | |
| -1.6345500914730322, | |
| 1.6202639048291376, | |
| 1.6173645023202312, | |
| 1.5976204697268237, | |
| 1.5923578737410682, | |
| -1.5758846898811887, | |
| 1.574890511113137, | |
| -1.5583029685265297, | |
| -1.545131659356347, | |
| 1.5441352071824777, | |
| -1.543995419082424, | |
| -1.5394471344326337, | |
| -1.5147194564470188, | |
| -1.4967592131495022, | |
| -1.4825736853539304, | |
| -1.4790177299368323, | |
| -1.4375907833822448, | |
| 1.434205271521565, | |
| -1.4134055950145954, | |
| 1.4038780287706438, | |
| 1.3721769239817467, | |
| -1.3690337230237546, | |
| 1.3609756123888828, | |
| -1.3545272991038235, | |
| 1.3535691160730385, | |
| -1.3393044750167775, | |
| 1.3304123276302877, | |
| 1.3118741236065736, | |
| 1.3117376693124754, | |
| -1.3086130408814933, | |
| -1.3084509572606866, | |
| 1.3000320049543692, | |
| -1.2802451162458224, | |
| 1.2642409265864964, | |
| -1.2637789266950046, | |
| 1.2503261604454385, | |
| -1.2461944116255705, | |
| 1.2396552156296372, | |
| 1.2240002937721115, | |
| -1.2006535857344423, | |
| 1.1979517119036491, | |
| -1.19240832456146, | |
| 1.1808983392360233, | |
| 1.1804562065205584, | |
| 1.1574990724365752, | |
| 1.1497816870988293, | |
| -1.1318969836016017, | |
| 1.127791015077401, | |
| -1.1135081866206105, | |
| 1.1098360635425475, | |
| 1.0951772977991223, | |
| -1.093777168220189, | |
| -1.080884007143809, | |
| -1.0787765752769294, | |
| -1.0778264485941065, | |
| 1.0564493231307455, | |
| -1.0551238748055893, | |
| -1.0498716252659424, | |
| -1.0479291144172125, | |
| -1.0397617221668427, | |
| 1.0314633758691338, | |
| -1.0292556121760514, | |
| 1.0285733783982076, | |
| -1.0231408619718265, | |
| -0.9971159321215445, | |
| 0.9964497942998032, | |
| 0.9924097455997086, | |
| 0.9916046883445002, | |
| 0.991071122893738, | |
| -0.9809792967584685, | |
| 0.9780574756751235, | |
| 0.9768957750507594, | |
| 0.9764116614130774, | |
| 0.9754306554252872, | |
| -0.9729718910165766, | |
| 0.9717073991278338, | |
| 0.9696898400960572, | |
| 0.9617999349669585, | |
| -0.9556149681624744, | |
| -0.9527317995624537, | |
| 0.9460303344872517, | |
| 0.9369174676200192, | |
| -0.9334059487672667, | |
| 0.9257826162075795, | |
| -0.920647859864048, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 49.44444444444444, | |
| "precision": 18.848370927318296, | |
| "recall": 53.031746031746025, | |
| "f1": 26.613361439266413 | |
| }, | |
| "selection": { | |
| "precision": 1.032004900450247, | |
| "recall": 1.7843866171003715, | |
| "f1": 1.3075566344401932, | |
| "jaccard": 0.6583437075748844 | |
| } | |
| } | |
| } |