| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "PRSS58", | |
| "OTC", | |
| "ALG1L1P", | |
| "HTN3", | |
| "FAM74A3", | |
| "DPF1", | |
| "ZNF114", | |
| "CFAP46", | |
| "IL17F", | |
| "ZIC2", | |
| "PLA2G2E", | |
| "DIO1", | |
| "DEFB105A", | |
| "ANKS1B", | |
| "GDF2", | |
| "CIDEC", | |
| "C6orf163", | |
| "FERD3L", | |
| "CCK", | |
| "CRIPTO", | |
| "OR4D6", | |
| "C14orf180", | |
| "ESM1", | |
| "FRMPD4", | |
| "KCTD19", | |
| "NR1H4", | |
| "OIT3", | |
| "AIM2", | |
| "ACY3", | |
| "SULT1C3", | |
| "NOL4", | |
| "HOXD11", | |
| "OR1D4", | |
| "ADAMTS6", | |
| "NRG2", | |
| "COL4A1", | |
| "APOF", | |
| "LYZL4", | |
| "OCIAD2", | |
| "CALCR", | |
| "GRIN2D", | |
| "ADAM12", | |
| "ANGPTL3", | |
| "FCN2", | |
| "TSBP1", | |
| "MUC21", | |
| "NXPH3", | |
| "TPSD1", | |
| "LOC100240735", | |
| "PCDHB1", | |
| "PRND", | |
| "SPTBN5", | |
| "LIPI", | |
| "TBX18", | |
| "OR52M1", | |
| "TMEM229A", | |
| "MRPS31", | |
| "CCL1", | |
| "OR6N1", | |
| "LYZL6", | |
| "RPL23AP32", | |
| "TAT", | |
| "SPINK8", | |
| "FMO1", | |
| "HOMER3", | |
| "EDA2R", | |
| "PENK", | |
| "PSD2", | |
| "WEE2", | |
| "ASPDH", | |
| "CA14", | |
| "ZNF695", | |
| "ANKRD53", | |
| "MYOC", | |
| "AGRP", | |
| "SRR", | |
| "PLAC1", | |
| "LINC00174", | |
| "TEKT5", | |
| "COLEC10", | |
| "OR2F1", | |
| "HTR3B", | |
| "PCDH11Y", | |
| "PAQR8", | |
| "PRSS42P", | |
| "TCERG1L", | |
| "C10orf88", | |
| "AGTR2", | |
| "NOS3", | |
| "ALG10B", | |
| "RPP38-DT", | |
| "RHAG", | |
| "CLSTN3", | |
| "GTSF1L", | |
| "ZNF584", | |
| "CELA2B", | |
| "AKR1C8", | |
| "THSD7B", | |
| "LEPROTL1", | |
| "ATP6V1C2", | |
| "TCEAL7", | |
| "TIGAR", | |
| "TBX4", | |
| "HSPA7", | |
| "HRCT1", | |
| "MND1", | |
| "THRSP", | |
| "POTEE", | |
| "GPRC6A", | |
| "HOXC9", | |
| "ELANE", | |
| "MMP9", | |
| "ECHDC1", | |
| "OR2T34", | |
| "SMR3B", | |
| "OR10Q1", | |
| "CLDN25", | |
| "CDY1B", | |
| "OR1F2P", | |
| "CXCL13", | |
| "OR1E1", | |
| "PRSS37", | |
| "CCDC144BP", | |
| "PRB4", | |
| "FAM167B", | |
| "INA", | |
| "SLC17A3", | |
| "FASTKD1", | |
| "KIF17", | |
| "CCDC14", | |
| "SLC46A2", | |
| "TMCO2", | |
| "NR2E3", | |
| "SLCO1C1", | |
| "BMPR1B", | |
| "FLJ13224", | |
| "ATP1B1", | |
| "GPR89B", | |
| "FADS2", | |
| "COL22A1", | |
| "SLC35C1", | |
| "MPL", | |
| "KCNA5", | |
| "HLA-DRB5", | |
| "UMODL1-AS1", | |
| "MLLT11", | |
| "OVCH2", | |
| "TMEM236", | |
| "RFPL1S", | |
| "TTC21A", | |
| "THSD4", | |
| "EFEMP1", | |
| "OR52I1", | |
| "PCDHGB2", | |
| "PYY2", | |
| "RNF8", | |
| "KLHDC8A", | |
| "PCDH8", | |
| "CELA2A", | |
| "DNAJB8", | |
| "KCNS2", | |
| "SEC14L3", | |
| "DYNC2H1", | |
| "TKTL1", | |
| "FAM74A1", | |
| "LINC00314", | |
| "ADCY8", | |
| "CDK14", | |
| "DSCR8", | |
| "DIPK1A", | |
| "SPATA45", | |
| "DDX51", | |
| "ZNF677", | |
| "CAMK2D", | |
| "FAM43B", | |
| "HTR2B", | |
| "SI", | |
| "KIR2DS4", | |
| "HOXA7", | |
| "CIB3", | |
| "HBZ", | |
| "DAZL", | |
| "DPP6", | |
| "TICAM1", | |
| "APOB", | |
| "WASHC2C", | |
| "LINC01599", | |
| "KIR3DL3", | |
| "RORB", | |
| "CDH10", | |
| "MDGA1", | |
| "IRAK1", | |
| "KRT35", | |
| "SPATS1", | |
| "PACS1", | |
| "DCT", | |
| "ATP10A", | |
| "PLA2G2C", | |
| "INS", | |
| "LBX2", | |
| "TGM6", | |
| "LOC145845", | |
| "PCDHGA4", | |
| "EXD1", | |
| "COX10", | |
| "OR51T1", | |
| "C7orf33", | |
| "PCDHB19P", | |
| "FUCA2", | |
| "DZIP1L", | |
| "C2CD2", | |
| "B3GNT9", | |
| "CCL11", | |
| "LRIF1", | |
| "TNNI3K", | |
| "MGLL", | |
| "BTNL3", | |
| "ADH4", | |
| "GGA3", | |
| "NEU1", | |
| "ZNF322", | |
| "NEFH", | |
| "DPYSL4", | |
| "TXNDC2", | |
| "SNORA64", | |
| "WHAMMP3", | |
| "IQCF5", | |
| "RNF126P1", | |
| "EIF1", | |
| "DLX1", | |
| "IFNB1", | |
| "COL2A1", | |
| "KNCN", | |
| "ABCA7", | |
| "FRMPD2B", | |
| "CYP4Z2P", | |
| "ACTN3", | |
| "ANKRD30BL", | |
| "PRICKLE2", | |
| "OR6C76", | |
| "KLHDC7A", | |
| "HAR1A", | |
| "MARCKSL1", | |
| "GABRB1", | |
| "PDX1", | |
| "ZNF705A", | |
| "C3orf49", | |
| "CYP2A6", | |
| "LPGAT1", | |
| "DNAJC25-GNG10", | |
| "FRG2", | |
| "CRYGS", | |
| "MYC", | |
| "CABS1", | |
| "CCT8L2", | |
| "GRIK4", | |
| "FGFBP1", | |
| "GTF2H2C", | |
| "ASTL", | |
| "NAP1L5", | |
| "MTMR11", | |
| "CCL22", | |
| "FOXD4", | |
| "PRY2", | |
| "GARIN4", | |
| "SCTR", | |
| "FXYD4", | |
| "TMPRSS11B", | |
| "DRD5", | |
| "RGS11", | |
| "POTEM", | |
| "AKR1D1", | |
| "KCNN1", | |
| "CRISP1", | |
| "IGF2BP1", | |
| "RAX", | |
| "TUBBP5", | |
| "OMP", | |
| "TTC38", | |
| "TDRD5", | |
| "NUP210L", | |
| "OR51E2", | |
| "ACRV1", | |
| "BST2", | |
| "GRIN3B", | |
| "PRG2", | |
| "TRIM60", | |
| "C17orf67", | |
| "ZNF415", | |
| "INS-IGF2", | |
| "TMEM88", | |
| "EFHB", | |
| "SLC22A16", | |
| "GOLGA8F", | |
| "NUDT2", | |
| "SMN1", | |
| "CCR10", | |
| "IL19", | |
| "FADS3", | |
| "KRTAP1-3", | |
| "RNASE11", | |
| "CSRNP1", | |
| "DHX40P1", | |
| "MEP1A", | |
| "IL17C", | |
| "NYAP2", | |
| "UNC93A", | |
| "OR7D4", | |
| "LINC00200", | |
| "OR56B1", | |
| "FAM27C", | |
| "OR2T8", | |
| "SST", | |
| "NPVF", | |
| "TCP10L", | |
| "SEC61A1", | |
| "TMEM215", | |
| "SLC36A4", | |
| "OR9A4", | |
| "TMPRSS11BNL", | |
| "HFM1", | |
| "CNMD", | |
| "NANOG", | |
| "PCDHB16", | |
| "SNORA13", | |
| "GLT6D1", | |
| "KGD4", | |
| "TBX3", | |
| "FAM106C", | |
| "TC2N", | |
| "FAM111A", | |
| "FHIP2B", | |
| "SNORA5B", | |
| "IFITM2", | |
| "CDH24", | |
| "HSD17B6", | |
| "FGF20", | |
| "ZNF295-AS1", | |
| "IMPG1", | |
| "STK26", | |
| "FBXO9", | |
| "CS", | |
| "KRT4", | |
| "EPHB2", | |
| "SYT6", | |
| "ANXA2P3", | |
| "RAB3A", | |
| "NMS", | |
| "SNORA59B", | |
| "KCNS1", | |
| "LINC00301", | |
| "DEGS1", | |
| "SCARNA22", | |
| "PRRT3", | |
| "DAB1", | |
| "HSD17B13", | |
| "ACSBG2", | |
| "RBM12B-AS1", | |
| "DLEU7", | |
| "MTNR1A", | |
| "TBC1D26", | |
| "LINC00293", | |
| "PIWIL3", | |
| "LINC02913", | |
| "SNORA11", | |
| "MFAP2", | |
| "MYO3B", | |
| "MAGEB10", | |
| "SOCS3", | |
| "ANKRD20A4P", | |
| "APOBEC3B", | |
| "TMEM132A", | |
| "CHURC1", | |
| "TNFRSF11B", | |
| "FOXR2", | |
| "DPYS", | |
| "REDIC1", | |
| "FMO3", | |
| "TYW1B", | |
| "GAGE10", | |
| "ACOT6", | |
| "RMST", | |
| "EPOR", | |
| "TMEM35A", | |
| "HCRTR1", | |
| "CST1", | |
| "FBN2", | |
| "SAG", | |
| "ANKRD31", | |
| "GP6", | |
| "GRM5", | |
| "UNC13C", | |
| "LENEP", | |
| "OPN4", | |
| "CCDC183", | |
| "FATE1", | |
| "GPR150", | |
| "GALNTL6", | |
| "SNORA62", | |
| "EAF2", | |
| "HRH3", | |
| "FST", | |
| "SRPX", | |
| "KLHL9", | |
| "IL26", | |
| "FRG1BP", | |
| "HSPA1A", | |
| "F9", | |
| "SCARNA11", | |
| "IQCH", | |
| "GRIN1", | |
| "IFNA17", | |
| "GPR108", | |
| "PDHA2", | |
| "CITED1", | |
| "KIF26B", | |
| "TESK1", | |
| "MUC5B", | |
| "MCTP1", | |
| "FAM41AY1", | |
| "PCDHGB8P", | |
| "LINC02716", | |
| "RNASE3", | |
| "TSHB", | |
| "ZNF331", | |
| "GJC1", | |
| "GDF3", | |
| "CRY2", | |
| "CAAP1", | |
| "OR1J1", | |
| "ZNF707", | |
| "ARHGAP36", | |
| "CECR7", | |
| "ZNF565", | |
| "SLC30A8", | |
| "OR2T10", | |
| "KCNK17", | |
| "SCGB1C1", | |
| "MBD3L1", | |
| "SLC6A8", | |
| "BMPER", | |
| "GPAT2", | |
| "IFNA16", | |
| "DPPA5", | |
| "MANEAL", | |
| "MBD2", | |
| "CASP6", | |
| "PXDNL", | |
| "OR4C3", | |
| "KLKB1", | |
| "SNORA2A", | |
| "BEX5", | |
| "SYNGR4", | |
| "TTTY6", | |
| "SIGLECL1", | |
| "FBXW12", | |
| "BAALC", | |
| "LINC01558", | |
| "CCDC81", | |
| "ZNF484", | |
| "FAM181A-AS1", | |
| "ZDHHC4", | |
| "SPEM1", | |
| "HAND2-AS1", | |
| "CHI3L1", | |
| "UGT3A1", | |
| "ADGRE3", | |
| "TMEM80", | |
| "MOK", | |
| "OR5M10", | |
| "EIF3J", | |
| "GLRA4", | |
| "ZFAT-AS1", | |
| "TPPP", | |
| "SLC7A13", | |
| "PIWIL2", | |
| "AZU1", | |
| "TCL1B", | |
| "GPS2", | |
| "GNGT1", | |
| "CATSPERD", | |
| "OR2C1", | |
| "SS18", | |
| "NKX2-4", | |
| "SPMIP2", | |
| "TARS3" | |
| ], | |
| "Coefficient": [ | |
| -0.01785504548365611, | |
| -0.017592867350417426, | |
| 0.017037976434161706, | |
| -0.016181271206116194, | |
| -0.015896305996370985, | |
| 0.015497231140840088, | |
| 0.01427292125288835, | |
| -0.01425333199491809, | |
| -0.013723200897683526, | |
| 0.013284966607725083, | |
| -0.013173063215794154, | |
| -0.013102165530578556, | |
| 0.012578259323679062, | |
| -0.012169490882755004, | |
| -0.011680236792952988, | |
| -0.011670035631523485, | |
| 0.010810574845315647, | |
| -0.010305436793156462, | |
| -0.010190031191077541, | |
| 0.010082721728252177, | |
| -0.010030608792727264, | |
| -0.009952695366317927, | |
| 0.00982668230657168, | |
| -0.00956178035536539, | |
| 0.009102426082777126, | |
| 0.009040427930635095, | |
| 0.008789439362842866, | |
| 0.008687120204076733, | |
| 0.008366450661822844, | |
| -0.008285268142206486, | |
| 0.00791480262527096, | |
| 0.007887249509651358, | |
| -0.00783875992353895, | |
| 0.0075619882961497804, | |
| -0.0075382928616741516, | |
| 0.007135141876493131, | |
| -0.006986133988743241, | |
| 0.006679126737500784, | |
| 0.006641307533740149, | |
| 0.006591158374157531, | |
| 0.006545680899496782, | |
| 0.006502862100475974, | |
| -0.006489775474134439, | |
| -0.006360780690760567, | |
| 0.006330173134405218, | |
| 0.006327170053246106, | |
| -0.006293916376313122, | |
| -0.006247640773992528, | |
| 0.006235093929078961, | |
| -0.006215731668541223, | |
| 0.006181492047607793, | |
| -0.006065011329224092, | |
| -0.006049207115292759, | |
| 0.006030250074815498, | |
| 0.005947009892538528, | |
| -0.005915585085988892, | |
| -0.005853613095789503, | |
| -0.0057910955616292566, | |
| -0.005762983265333433, | |
| 0.005740733290896617, | |
| -0.005731245347861998, | |
| -0.005657216508513797, | |
| -0.005630985252887976, | |
| -0.005599889833193145, | |
| 0.005480880006410974, | |
| -0.005428921179296109, | |
| 0.005395218487322401, | |
| -0.005335074134185269, | |
| 0.005285689146523113, | |
| 0.005249749090567097, | |
| -0.005244298875456165, | |
| 0.005160216023546111, | |
| -0.00512162247054454, | |
| -0.005100876510957734, | |
| 0.00505650708446136, | |
| -0.004998250738650948, | |
| 0.0049787722516557035, | |
| 0.004971886988905574, | |
| 0.004967878276471846, | |
| 0.004960080610651905, | |
| 0.004943739895439392, | |
| -0.004931668152656137, | |
| 0.004917192424398485, | |
| -0.0049137384829028435, | |
| -0.004890161034148585, | |
| -0.0048665973740891644, | |
| 0.0048192997511343596, | |
| 0.004754124729922759, | |
| 0.004696484187820545, | |
| 0.004695735003156037, | |
| 0.004688132021053629, | |
| -0.004660377024349203, | |
| 0.004658243479089197, | |
| 0.004647030326154448, | |
| -0.004617940113950117, | |
| 0.004585138134668479, | |
| -0.004585018245488527, | |
| -0.00456589747287886, | |
| 0.004558081848480838, | |
| -0.0045383113804018434, | |
| -0.004537963541084257, | |
| 0.004521919952364666, | |
| 0.004517308553587156, | |
| -0.0045121102386689775, | |
| -0.00450555004480129, | |
| 0.004486670273608912, | |
| -0.004436335088911985, | |
| -0.004430014955008747, | |
| -0.004418024302654226, | |
| 0.004388862830774195, | |
| -0.004216961125054736, | |
| 0.004188243063001277, | |
| -0.004150761431088885, | |
| -0.0041376156821275, | |
| -0.004112012086900396, | |
| 0.004103670436166646, | |
| -0.004095015794706346, | |
| 0.004065871643477128, | |
| 0.0040560330010454655, | |
| 0.0040418040869167355, | |
| 0.004022448736479661, | |
| 0.004007500630865517, | |
| 0.003975836712072594, | |
| -0.003970452126841349, | |
| 0.003931692438882203, | |
| 0.003898623163845574, | |
| 0.0038955270739798433, | |
| -0.0038870297548513504, | |
| 0.0038859251574602264, | |
| 0.0038777561195797662, | |
| -0.003823569368176635, | |
| 0.0038135087364186207, | |
| -0.003758860685706393, | |
| 0.003752007126691341, | |
| 0.0036838176736273096, | |
| -0.003663941837473036, | |
| -0.0036621273313839574, | |
| 0.003623944191097753, | |
| 0.003564877154114046, | |
| 0.0035081471224281667, | |
| -0.0034466604207211054, | |
| -0.0034152786018837714, | |
| 0.003414310253750953, | |
| -0.003414295043361594, | |
| 0.003410242264458688, | |
| 0.003387704193097227, | |
| -0.003384446377059931, | |
| 0.0033761618867891767, | |
| 0.0033712677123027383, | |
| -0.003351622220598383, | |
| -0.003340803549942473, | |
| -0.003310568563057704, | |
| -0.0032777141650445502, | |
| 0.003253635849760422, | |
| -0.003248962095399956, | |
| -0.003245620786911291, | |
| -0.0032443399751515417, | |
| 0.003213958505811941, | |
| -0.0032087876322817056, | |
| 0.003204624405288591, | |
| 0.0031850885974941557, | |
| -0.003183511776329728, | |
| -0.003178653960669845, | |
| -0.003165740598528921, | |
| 0.0031503678990992923, | |
| -0.003097828729509115, | |
| -0.003081976043435156, | |
| 0.003081290360566153, | |
| 0.0030211071684487314, | |
| 0.003010933263493909, | |
| -0.003005011894544966, | |
| -0.0029985339381869607, | |
| -0.002994103389007796, | |
| 0.0029888650227144565, | |
| -0.002958247217047806, | |
| 0.0029524202156025136, | |
| 0.0029491476363275124, | |
| 0.0029263482898118035, | |
| 0.0028850983280012113, | |
| 0.002850295412506708, | |
| 0.0028407153472373658, | |
| 0.0028248293257412105, | |
| -0.002809158569089936, | |
| -0.002794014373570998, | |
| 0.0027253661132336216, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 99.46902654867259, | |
| "precision": 99.6133009527368, | |
| "recall": 99.80952380952381, | |
| "f1": 99.71001700267568 | |
| }, | |
| "selection": { | |
| "precision": 1.2031308945288028, | |
| "recall": 9.23076923076923, | |
| "f1": 2.128774170345006, | |
| "jaccard": 1.077617679195758 | |
| } | |
| } | |
| } |