| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "SLFNL1", | |
| "SCGB2A2", | |
| "ANKRD35", | |
| "FAM227B", | |
| "XCL2", | |
| "CABP5", | |
| "UBL4B", | |
| "CPSF6", | |
| "KRT6A", | |
| "TRIM77", | |
| "MEP1B", | |
| "NPHS1", | |
| "CNMD", | |
| "UNC45B", | |
| "PCDHB6", | |
| "DEFB136", | |
| "PI4KAP2", | |
| "MXRA5", | |
| "MET", | |
| "KLK13", | |
| "FAM83H", | |
| "LDHAL6B", | |
| "ATP12A", | |
| "CHODL", | |
| "KRT39", | |
| "TOMM20L", | |
| "SERPINB10", | |
| "OR6A2", | |
| "CT45A3", | |
| "FOXD4L3", | |
| "H4C8", | |
| "OR1E2", | |
| "MBL1P", | |
| "SNORA10", | |
| "IL9R", | |
| "DEFB115", | |
| "C4orf17", | |
| "GOLGA6C", | |
| "CYP4F29P", | |
| "GABRP", | |
| "MGAM", | |
| "FGF7P6", | |
| "SLC35E2B", | |
| "GNPNAT1", | |
| "ERC2-IT1", | |
| "TMOD4", | |
| "CIB4", | |
| "PERP", | |
| "ELOA3BP", | |
| "IFNK", | |
| "OR2T5", | |
| "BMP10", | |
| "LOC728989", | |
| "USH1G", | |
| "SLC36A3", | |
| "DUSP21", | |
| "PPP4R3C", | |
| "S100A12", | |
| "PRSS33", | |
| "OR56A3", | |
| "TTTY23", | |
| "MTARC1", | |
| "GPR31", | |
| "TSPAN10", | |
| "PITPNC1", | |
| "SUMO1P1", | |
| "HOXA13", | |
| "ZNF705D", | |
| "UBE2NL", | |
| "TNFSF15", | |
| "TICAM2", | |
| "OR13F1", | |
| "EPPK1", | |
| "PRB4", | |
| "OR2AG1", | |
| "C12orf50", | |
| "UGT1A1", | |
| "RPL23AP7", | |
| "PDZK1IP1", | |
| "C8B", | |
| "LDAH", | |
| "STPG4", | |
| "SCARNA17", | |
| "DMRTC2", | |
| "RNF222", | |
| "TMCO2", | |
| "OCSTAMP", | |
| "MAGEA6", | |
| "UPF3A", | |
| "ZNF586", | |
| "HAO2", | |
| "KRTAP6-3", | |
| "EVX2", | |
| "GUCA2A", | |
| "MZT2A", | |
| "SMIM21", | |
| "H3-4", | |
| "ELANE", | |
| "CT45A6", | |
| "GPA33", | |
| "DRD3", | |
| "KRT12", | |
| "SMN1", | |
| "OR5H6", | |
| "IYD", | |
| "VEZT", | |
| "SPINK4", | |
| "VN1R2", | |
| "BNIP5", | |
| "GABRR3", | |
| "COL2A1", | |
| "SCN10A", | |
| "CYCSP52", | |
| "SLC6A3", | |
| "RDM1", | |
| "CTAG1B", | |
| "IGFL2", | |
| "SNHG11", | |
| "CCDC38", | |
| "OR1L3", | |
| "CYP4A22", | |
| "SNORD67", | |
| "PATE2", | |
| "KRT78", | |
| "OR51G1", | |
| "RGCC", | |
| "GH1", | |
| "CELA2B", | |
| "GGTLC2", | |
| "AADACL2", | |
| "OTOP3", | |
| "RNF138P1", | |
| "TM4SF20", | |
| "TTTY13", | |
| "SIGLECL1", | |
| "LYG2", | |
| "SPATA3", | |
| "PCOTH", | |
| "OR10A6", | |
| "OR2F1", | |
| "NXF2B", | |
| "NCR2", | |
| "TMEM174", | |
| "OR10C1", | |
| "PYY", | |
| "BSND", | |
| "TBC1D29P", | |
| "VCX", | |
| "HRH4", | |
| "OVCH2", | |
| "RBM44", | |
| "SDHAF4", | |
| "GOLGA8DP", | |
| "GPR101", | |
| "ZNHIT2", | |
| "TRANK1", | |
| "TIMP4", | |
| "OR10J5", | |
| "SNORD115-7", | |
| "KLKP1", | |
| "CRYBA2", | |
| "WFDC13", | |
| "MESP2", | |
| "DHRS1", | |
| "LINC00479", | |
| "ELSPBP1", | |
| "OR2L1P", | |
| "SPDYC", | |
| "UPB1", | |
| "DEFB104A", | |
| "INSC", | |
| "GRB7", | |
| "OR52B2", | |
| "MRGPRX1", | |
| "FAT4", | |
| "PCK1", | |
| "CSNK1G2-AS1", | |
| "ZFAT-AS1", | |
| "PRODH2", | |
| "ZNF257", | |
| "OR4L1", | |
| "BCYRN1", | |
| "LOC100134868", | |
| "HMGB3P1", | |
| "CRYGA", | |
| "USP50", | |
| "PCDHA4", | |
| "ATP6V0A4", | |
| "HTR3E", | |
| "C9orf57", | |
| "DPEP3", | |
| "GARIN6", | |
| "HSP90AB4P", | |
| "ADGRG4", | |
| "SDHAF3", | |
| "SNORA36A", | |
| "NPS", | |
| "KLRC2", | |
| "GUCY2F", | |
| "CSTL1", | |
| "CYP2A7", | |
| "UMOD", | |
| "TM4SF19", | |
| "CATSPER2", | |
| "CTAG2", | |
| "TGM4", | |
| "ZNF404", | |
| "IL17A", | |
| "EXOC1", | |
| "NCOR1P1", | |
| "UCN2", | |
| "TTLL8", | |
| "RPL9", | |
| "PATE4", | |
| "NKAP", | |
| "TRIM51", | |
| "SNORA15", | |
| "ASB8", | |
| "LDHC", | |
| "L1TD1", | |
| "CELA2A", | |
| "LELP1", | |
| "PRKACG", | |
| "SCT", | |
| "OR4C45", | |
| "SPINK2", | |
| "ARL17A", | |
| "OR4S1", | |
| "IL36G", | |
| "OR52A5", | |
| "PPP1R3A", | |
| "FLJ13224", | |
| "LRTM1", | |
| "MUC15", | |
| "OR2T33", | |
| "KRTAP5-11", | |
| "TGM6", | |
| "AADACL3", | |
| "ZFAT", | |
| "APMAP", | |
| "OR4P4", | |
| "OR52B4", | |
| "CLCNKB", | |
| "AS3MT", | |
| "SDHAP2", | |
| "KRTAP19-8", | |
| "SSMEM1", | |
| "RAPSN", | |
| "PKD2L2", | |
| "RNASE8", | |
| "LDLRAD1", | |
| "DNAH14", | |
| "TMEM31", | |
| "NLRC3", | |
| "PSG4", | |
| "LINC02914", | |
| "G6PC1", | |
| "H2BP1", | |
| "IP6K2", | |
| "ANGPTL1", | |
| "GTDC1", | |
| "SPACA7", | |
| "ACRBP", | |
| "USP29", | |
| "AXDND1", | |
| "KRT20", | |
| "OR5M3", | |
| "ACTC1", | |
| "MIA2", | |
| "NXNL1", | |
| "TRIM40", | |
| "VSTM4", | |
| "HIGD1C", | |
| "DIO2", | |
| "CRNN", | |
| "TBC1D3H", | |
| "ZAR1L", | |
| "CYP1A2", | |
| "OR51S1", | |
| "TNNI3", | |
| "AIM2", | |
| "CEACAM1", | |
| "OR10AG1", | |
| "XAGE3", | |
| "COX8C", | |
| "CCL21", | |
| "C8orf74", | |
| "CXCL13", | |
| "GSTA5", | |
| "RFPL4A", | |
| "GUSBP1", | |
| "WNT6", | |
| "OR7E91P", | |
| "OR10G2", | |
| "KRT28", | |
| "LY6G6C", | |
| "OPRPN", | |
| "RHD", | |
| "HCG4B", | |
| "MYOM2", | |
| "ASPRV1", | |
| "OR5H1", | |
| "POTED", | |
| "ZFAND4", | |
| "SPATA31A3", | |
| "KRTAP4-7", | |
| "GYS2", | |
| "SDR42E1", | |
| "SNORA61", | |
| "OR1Q1", | |
| "POLR1E", | |
| "NPVF", | |
| "C16orf82", | |
| "TREML4", | |
| "LHB", | |
| "CCDC63", | |
| "GHRH", | |
| "PCDHA6", | |
| "LAIR2", | |
| "FAM86C1P", | |
| "SYNM", | |
| "UGT1A5", | |
| "PRAMEF22", | |
| "OR5P2", | |
| "PRRG4", | |
| "OR5AU1", | |
| "SLC44A4", | |
| "OR6X1", | |
| "PLA2G12B", | |
| "ARL17B", | |
| "LOC154449", | |
| "H4C11", | |
| "OR52E2", | |
| "CASP14", | |
| "SPAG11B", | |
| "CIMIP4", | |
| "LCE3C", | |
| "SULF1", | |
| "OR8B2", | |
| "SPACA3", | |
| "DCDC2B", | |
| "PADI1", | |
| "MSGN1", | |
| "ULBP1", | |
| "OR2A14", | |
| "GJA8", | |
| "CETN4P", | |
| "MIR1-1HG", | |
| "GOLGA6D", | |
| "PLA2G1B", | |
| "LOC284009", | |
| "GARIN3", | |
| "KRTAP21-2", | |
| "CCDC169", | |
| "SLC25A51P1", | |
| "ANP32CP", | |
| "VRTN", | |
| "SLCO6A1", | |
| "LINC02913", | |
| "BTF3P11", | |
| "PRR30", | |
| "CAGE1", | |
| "MCOLN3", | |
| "PRSS45P", | |
| "PSG1", | |
| "SPINK6", | |
| "EIF4E2", | |
| "IL32", | |
| "CGA", | |
| "DSPP", | |
| "HERC2P2", | |
| "KCNK17", | |
| "SNORA5B", | |
| "C1QTNF9", | |
| "A1BG-AS1", | |
| "RETN", | |
| "ELOA2", | |
| "ITIH6", | |
| "CT45A1", | |
| "CCDC197", | |
| "TTC13", | |
| "GRAPL", | |
| "RGS2", | |
| "NOMO2", | |
| "FAM66E", | |
| "GNAT1", | |
| "CRP", | |
| "DDI1", | |
| "PCDHB4", | |
| "TMCO6", | |
| "RPS10P7", | |
| "RGL4", | |
| "EPHA6", | |
| "MON1A", | |
| "LGALS14", | |
| "SPATA1", | |
| "GAB4", | |
| "PCNAP1", | |
| "SCFD2", | |
| "PSAPL1", | |
| "POM121L12", | |
| "SNORD94", | |
| "SPATA31F1", | |
| "GARIN1B", | |
| "SLC13A1", | |
| "SPINK7", | |
| "SNORD89", | |
| "MLN", | |
| "DIO3OS", | |
| "AMZ2P1", | |
| "ALX4", | |
| "KRT77", | |
| "NCKAP5", | |
| "GPR55", | |
| "SCGB1D1", | |
| "PISRT1", | |
| "OR2L3", | |
| "LINC00160", | |
| "KRT27", | |
| "SNORA5C", | |
| "OR4C3", | |
| "DLK1", | |
| "TGM7", | |
| "OR6C1", | |
| "MID2", | |
| "LGALS9B", | |
| "OTUD6A", | |
| "KRT36", | |
| "SNRK", | |
| "NR1I3", | |
| "HDGFL1", | |
| "ZNF280A", | |
| "POTEC", | |
| "FIBCD1", | |
| "AMN", | |
| "KLHDC8B", | |
| "DEFB135", | |
| "HGD", | |
| "C20orf173", | |
| "HNF1B", | |
| "MAGIX", | |
| "METTL21C", | |
| "FOXI2", | |
| "OR4N4", | |
| "TEX101", | |
| "TNFAIP8L3", | |
| "CGB7", | |
| "MSLNL", | |
| "ROPN1B", | |
| "SFTPB", | |
| "HSPB9", | |
| "ZCCHC13", | |
| "TMPRSS11BNL", | |
| "BTC", | |
| "PSMA8", | |
| "TBC1D3P2", | |
| "OR2T35", | |
| "VN1R1", | |
| "ABCA11P", | |
| "PADI3", | |
| "NUDT9", | |
| "TMEM132B", | |
| "THUMPD2", | |
| "MRGPRX2", | |
| "YTHDF1", | |
| "TRIM64", | |
| "ANKRD20A4P", | |
| "GSTTP2", | |
| "SYT8", | |
| "PZP", | |
| "MRI1", | |
| "CTSL3P", | |
| "OR6Q1", | |
| "DCAF12L1", | |
| "TMCO5A", | |
| "OR4X1", | |
| "H2BW1", | |
| "SEPTIN4", | |
| "MOV10L1", | |
| "C14orf180", | |
| "PIM2", | |
| "C11orf40", | |
| "CEACAM20", | |
| "VIL1", | |
| "CSHL1", | |
| "LCN9", | |
| "LCN6", | |
| "MPIG6B", | |
| "OR8J1", | |
| "LINGO3", | |
| "KRTAP6-2", | |
| "ARL14", | |
| "OR4A5", | |
| "TAS2R7", | |
| "AGRP", | |
| "HTR1B", | |
| "LINC00028", | |
| "CNGA2", | |
| "TRPC6", | |
| "LOC389705", | |
| "LGALS13", | |
| "ABHD16A", | |
| "LINC00301", | |
| "TPH1", | |
| "BPIFA3", | |
| "ZP1", | |
| "FAM89B", | |
| "POU5F1", | |
| "TMPRSS6", | |
| "LINC02878", | |
| "VCX3A", | |
| "NEK5", | |
| "LOC145474", | |
| "BIRC7", | |
| "DEFB105A", | |
| "ACTL8", | |
| "NCCRP1", | |
| "OR4K17", | |
| "TP53", | |
| "LINC00523", | |
| "LINC02694", | |
| "ECRG4" | |
| ], | |
| "Coefficient": [ | |
| -0.055175218337660745, | |
| -0.050325122676653025, | |
| 0.048702171461300264, | |
| 0.04535834646167877, | |
| 0.041712624446101285, | |
| -0.040605123834190696, | |
| -0.03722144828168785, | |
| 0.03604532029923637, | |
| -0.03596410185550957, | |
| 0.032611493315268636, | |
| -0.03214881734608433, | |
| -0.031644988651980295, | |
| -0.0314274105106669, | |
| 0.03127901646476659, | |
| 0.030479697260232277, | |
| 0.02981901381984974, | |
| -0.02926760008579321, | |
| -0.029000253439290573, | |
| 0.028698928678542675, | |
| 0.028031200146097706, | |
| -0.027326285970894804, | |
| -0.0267460449843082, | |
| 0.026620407034368358, | |
| -0.02619246700912169, | |
| -0.025642114305863956, | |
| -0.02556893320528563, | |
| -0.02550147745163585, | |
| 0.025403877327387747, | |
| -0.02502261484817729, | |
| 0.02485912515498331, | |
| -0.0245876496387645, | |
| 0.02422780150149976, | |
| 0.02422439411826308, | |
| -0.02402344413863664, | |
| 0.024011578779047787, | |
| -0.02348231332799558, | |
| -0.022992669277045425, | |
| -0.022779806205224476, | |
| -0.022770375263055358, | |
| -0.02244327543320953, | |
| 0.022406274660944088, | |
| 0.022376306132744384, | |
| 0.022168834707542974, | |
| -0.02216264870067284, | |
| 0.02213302071471754, | |
| 0.021751551647774085, | |
| 0.021494877391654798, | |
| -0.021119325583985386, | |
| 0.020899450906047324, | |
| -0.020714457154867964, | |
| -0.020444168654433457, | |
| -0.02042312250476705, | |
| -0.020338195032530287, | |
| 0.020257933871040742, | |
| 0.020180166006433582, | |
| -0.02017693106642952, | |
| 0.01997822581463394, | |
| 0.01996521281741081, | |
| -0.01993937377238736, | |
| 0.019427420588735683, | |
| -0.019295874984397953, | |
| 0.019269160814873613, | |
| -0.01924697933032246, | |
| -0.01917115476929477, | |
| -0.019097823917001384, | |
| 0.019095397072959208, | |
| -0.019092313937624204, | |
| 0.01905978950750895, | |
| 0.01861191344025476, | |
| 0.01849443637832265, | |
| 0.018407299123634785, | |
| -0.017893263397585964, | |
| -0.017806184833842068, | |
| -0.017681297306983885, | |
| -0.017341446792389838, | |
| -0.017236414798492188, | |
| 0.017167204831944637, | |
| -0.016878434250348514, | |
| 0.01687561370771978, | |
| 0.016835801171631356, | |
| -0.01669161584813009, | |
| 0.016674595734378996, | |
| 0.01647257946574155, | |
| 0.01628862543629634, | |
| -0.016186694191613768, | |
| 0.016003572722206597, | |
| 0.015885790488548542, | |
| -0.01581664261547919, | |
| -0.015710527034806073, | |
| -0.01560520971939029, | |
| -0.01560291832663322, | |
| -0.015585591745031812, | |
| -0.015575791658239581, | |
| -0.015392720154715918, | |
| -0.01525712874973149, | |
| -0.015252251339855518, | |
| -0.015217952189561373, | |
| 0.015058275056282254, | |
| 0.01502343590949364, | |
| 0.014847603902471442, | |
| -0.014486529191326415, | |
| -0.014450919193328178, | |
| -0.014419654628405271, | |
| -0.014355982322460596, | |
| 0.014298615639809518, | |
| 0.014262094473731855, | |
| 0.014256984740474841, | |
| 0.014249206130127387, | |
| -0.01423850775423316, | |
| 0.014124997671941064, | |
| 0.01404138618691211, | |
| 0.013967270981358448, | |
| 0.013909851380419254, | |
| 0.01384833998226351, | |
| -0.013598891738015506, | |
| 0.013305317509562101, | |
| 0.013219745277002199, | |
| 0.013050153809374127, | |
| -0.013014789100900903, | |
| -0.012972025368438906, | |
| -0.012868043662714204, | |
| -0.012810946558282871, | |
| -0.012672451390223362, | |
| -0.012656872968519018, | |
| 0.012642153885687622, | |
| -0.012593296669148327, | |
| -0.012516061406149732, | |
| -0.012469470916812928, | |
| -0.01239639708645058, | |
| -0.012292942565433016, | |
| 0.01222470902733979, | |
| 0.011947094955966919, | |
| 0.01193666018067035, | |
| -0.011927057636670587, | |
| 0.01187022158397106, | |
| -0.011856512720766254, | |
| 0.011830856585898768, | |
| -0.011795461001563966, | |
| -0.011680566033977102, | |
| 0.011610136918215316, | |
| -0.01143350241176958, | |
| -0.01143150789202352, | |
| -0.011369961651066712, | |
| -0.01132476306066716, | |
| -0.011309799512470691, | |
| 0.011305851719957771, | |
| -0.01124706403651814, | |
| 0.011162144677719914, | |
| 0.011143933013098637, | |
| 0.011055924475262477, | |
| 0.010883769568543618, | |
| -0.010877423477806642, | |
| -0.01082946725085007, | |
| -0.010801373037802644, | |
| 0.01076208982734713, | |
| -0.01073469808417008, | |
| 0.010728993297334512, | |
| 0.01064490325870368, | |
| 0.010599523915045895, | |
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| 2.3439651969114827e-06 | |
| ], | |
| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 100.0, | |
| "precision": 100.0, | |
| "recall": 100.0, | |
| "f1": 100.0 | |
| }, | |
| "selection": { | |
| "precision": 0.045871559633027525, | |
| "recall": 0.2857142857142857, | |
| "f1": 0.0790513833992095, | |
| "jaccard": 0.039603960396039604 | |
| } | |
| } | |
| } |