| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "CHMP5", | |
| "RIC8A", | |
| "SULT1C3", | |
| "DUSP23", | |
| "CCDC47", | |
| "DYM", | |
| "RTN2", | |
| "FGF2", | |
| "C9orf5", | |
| "LHX1", | |
| "BCAT2", | |
| "PADI2", | |
| "MGAT3", | |
| "LY6G6C", | |
| "TXNDC17", | |
| "C8orf56", | |
| "DPCD", | |
| "DAB1", | |
| "MCFD2", | |
| "FLJ46111", | |
| "IGHMBP2", | |
| "PNLIPRP2", | |
| "MED13", | |
| "BCL2L15", | |
| "RFPL3", | |
| "OR5D18", | |
| "EXOC4", | |
| "ZSCAN5A", | |
| "BEND6", | |
| "LOC84856", | |
| "HIST1H2BI", | |
| "FER1L6", | |
| "DPY19L2P4", | |
| "OPN1MW", | |
| "USP29", | |
| "FRS2", | |
| "TNNI3", | |
| "CBWD5", | |
| "CPT1B", | |
| "FSD2", | |
| "NCRNA00029", | |
| "CYP26C1", | |
| "ARHGAP10", | |
| "NANOG", | |
| "PRSS45", | |
| "KCNV1", | |
| "CA9", | |
| "YIPF7", | |
| "TAC4", | |
| "KRTAP10-10", | |
| "C3orf51", | |
| "C1QTNF9", | |
| "TIAM2", | |
| "KRTAP5-9", | |
| "ATAD3B", | |
| "SHC3", | |
| "FAM155A", | |
| "FATE1", | |
| "SLC32A1", | |
| "C1orf201", | |
| "MYH7B", | |
| "HERC6", | |
| "XKR9", | |
| "LOC100131496", | |
| "CTXN3", | |
| "ZNF444", | |
| "IGFN1", | |
| "TMEM120A", | |
| "ZCCHC4", | |
| "C2orf39", | |
| "ZNF502", | |
| "ZNF167", | |
| "MAGEB1", | |
| "PRKAG3", | |
| "HIST1H3F", | |
| "MYADML", | |
| "RESP18", | |
| "OR10AG1", | |
| "C14orf145", | |
| "MBD3L2", | |
| "MPZ", | |
| "RAP1GAP2", | |
| "LOC26102", | |
| "ADAM29", | |
| "FKBP1AP1", | |
| "C7orf49", | |
| "PAGE1", | |
| "OR4S2", | |
| "LOC100134368", | |
| "LANCL2", | |
| "XCR1", | |
| "PDYN", | |
| "RMND1", | |
| "ARMS2", | |
| "CLDND2", | |
| "CDRT15", | |
| "PRSS33", | |
| "TAF7L", | |
| "FLJ39582", | |
| "ATP5A1", | |
| "NCRNA00159", | |
| "FAM182A", | |
| "CALM2", | |
| "ACTL7A", | |
| "CDC14C", | |
| "PTK2", | |
| "SPINT4", | |
| "ARL5A", | |
| "SNORA15", | |
| "FAM90A7", | |
| "FAM157A", | |
| "C6orf72", | |
| "SV2B", | |
| "ATP2B3", | |
| "CMYA5", | |
| "C21orf29", | |
| "ACSBG2", | |
| "HRNBP3", | |
| "FAM126B", | |
| "EIF3H", | |
| "SMAD1", | |
| "PRTN3", | |
| "CNOT10", | |
| "STAG3L4", | |
| "PPIAL4E", | |
| "OR6C3", | |
| "SYN2", | |
| "CABP5", | |
| "ABCG5", | |
| "MORC1", | |
| "SNORA71C", | |
| "ZAR1", | |
| "TMX4", | |
| "LOC407835", | |
| "CYB561", | |
| "DHX30", | |
| "TRIM6-TRIM34", | |
| "ENAH", | |
| "HERPUD2", | |
| "NPBWR1", | |
| "CDK13", | |
| "MASP1", | |
| "PRKRIR", | |
| "FAM138D", | |
| "SLC23A2", | |
| "GJB7", | |
| "CACNG8", | |
| "SUSD3", | |
| "TAF1D", | |
| "PCDHA6", | |
| "KRTAP20-4", | |
| "VGLL2", | |
| "DEFB109P1B", | |
| "PRKCG", | |
| "CETN1", | |
| "TMPPE", | |
| "MTRF1L", | |
| "NBPF3", | |
| "AP3M2", | |
| "GRM7", | |
| "EXTL2", | |
| "MC4R", | |
| "TEKT5", | |
| "GRXCR2", | |
| "C1orf53", | |
| "CFHR1", | |
| "ADCK4", | |
| "LRRIQ3", | |
| "HAO1", | |
| "?|442388", | |
| "PTCHD3", | |
| "MID2", | |
| "DISC2", | |
| "DGCR9", | |
| "BMF", | |
| "ZNF717", | |
| "DUSP13", | |
| "OR52E2", | |
| "SNORA51", | |
| "RPL23AP32", | |
| "DNAJC25-GNG10", | |
| "PSORS1C1", | |
| "FTHL17", | |
| "KRTAP21-1", | |
| "MAPK10", | |
| "OR10Q1", | |
| "CCDC52", | |
| "LOC100192379", | |
| "VSTM1", | |
| "ZNF605", | |
| "ZCCHC13", | |
| "ZNF577", | |
| "ACOT2", | |
| "SHKBP1", | |
| "LOC391322", | |
| "C15orf43", | |
| "ZSCAN10", | |
| "ATAD3C", | |
| "CLRN2", | |
| "FBXO28", | |
| "CLIC6", | |
| "SVOPL", | |
| "ACSS2", | |
| "SCGB1C1", | |
| "LEMD2", | |
| "ZNF544", | |
| "IGFBP1", | |
| "SH2D1B", | |
| "BRD7P3", | |
| "PADI6", | |
| "TBX20", | |
| "SLC22A14", | |
| "ZSCAN5B", | |
| "NCRNA00174", | |
| "TAF8", | |
| "TRY6", | |
| "F2", | |
| "CLLU1OS", | |
| "SUMO4", | |
| "GOLGA6C", | |
| "LOC643763", | |
| "NOX5", | |
| "CD164L2", | |
| "SLC22A16", | |
| "BZRAP1", | |
| "NUAK2", | |
| "IL12B", | |
| "MAS1", | |
| "SCARNA23", | |
| "ACSM4", | |
| "PIWIL1", | |
| "BAX", | |
| "C5orf40", | |
| "DGAT2L6", | |
| "UPF0639", | |
| "SCARNA10", | |
| "PSG8", | |
| "DEFB106A", | |
| "PAQR9", | |
| "LEPREL1", | |
| "DCAF4L1", | |
| "ZNF705A", | |
| "LOC127841", | |
| "OR56A4", | |
| "LOC100130264", | |
| "LOC157627", | |
| "OR1L8", | |
| "RNLS", | |
| "UGT2B11", | |
| "ZBTB45", | |
| "TECRL", | |
| "CGB1", | |
| "CXCL14", | |
| "SYT17", | |
| "SNORA4", | |
| "TM2D2", | |
| "C16orf88", | |
| "MAP6D1", | |
| "PDCL2", | |
| "DNAJC27", | |
| "PKDREJ", | |
| "RPL13AP6", | |
| "CNTNAP3", | |
| "NCAM1", | |
| "GGT8P", | |
| "ZNF630", | |
| "ROBO3", | |
| "MS4A5", | |
| "OR5K1", | |
| "OR1E2", | |
| "PKD1L3", | |
| "DDA1", | |
| "KRTAP6-1", | |
| "HNRNPCL1", | |
| "TTTY2", | |
| "ZNF341", | |
| "SERPINB9", | |
| "CLDN22", | |
| "IL2", | |
| "ASB11", | |
| "ZNRF1", | |
| "RNF32", | |
| "OR4F21", | |
| "ENOSF1", | |
| "TUBB8", | |
| "PCDHA2", | |
| "VPS24", | |
| "OR8A1", | |
| "GABRB3", | |
| "ZNF133", | |
| "TAS2R30", | |
| "ALOX15", | |
| "LEMD3", | |
| "TMEM189-UBE2V1", | |
| "SSX7", | |
| "KRTAP20-2", | |
| "TMEM179", | |
| "SNORA14A", | |
| "RAD21L1", | |
| "C12orf40", | |
| "C2orf61", | |
| "FER", | |
| "MBD3L5", | |
| "WASH5P", | |
| "PAX8", | |
| "DEM1", | |
| "HIST1H2BL", | |
| "MYO1A", | |
| "RP1L1", | |
| "ATP5L2", | |
| "PDE3B", | |
| "SNORA3", | |
| "ATF4", | |
| "LTF", | |
| "DCAF12L1", | |
| "LGALS12", | |
| "LIMS3", | |
| "ICOSLG", | |
| "FAM177A1", | |
| "HAO2", | |
| "C14orf39", | |
| "ABCG1", | |
| "HIST1H2AD", | |
| "LAT", | |
| "MMP27", | |
| "CELA2A", | |
| "SLITRK1", | |
| "C6orf227", | |
| "MGC16121", | |
| "C10orf53", | |
| "MTNR1B", | |
| "NANOS1", | |
| "LGALS13", | |
| "KRTAP6-3", | |
| "CADM2", | |
| "ANKRD32", | |
| "C14orf147", | |
| "EIF3L", | |
| "MOG", | |
| "OTOF", | |
| "SHISA5", | |
| "ZNF491", | |
| "GSG1L", | |
| "LOC344967", | |
| "GLRA4", | |
| "HILS1", | |
| "CST4", | |
| "PFN3", | |
| "ZNF705D", | |
| "ANP32A", | |
| "NR1H4", | |
| "RPS6KL1", | |
| "RTP1", | |
| "TREX1", | |
| "CETN4P", | |
| "KRT23", | |
| "LIPM", | |
| "HAPLN2", | |
| "ACPT", | |
| "PFKM", | |
| "ABCA4", | |
| "RGSL1", | |
| "HBZ", | |
| "LOC254312", | |
| "GABRG3", | |
| "NOL9", | |
| "ARFGAP2", | |
| "FLJ42393", | |
| "GAGE10", | |
| "GPR152", | |
| "LOC100129935", | |
| "MCART3P", | |
| "CEBPE", | |
| "MESP2", | |
| "C21orf56", | |
| "OR56A5", | |
| "DYRK4", | |
| "USP50", | |
| "DAOA", | |
| "NLRP4", | |
| "PKD2L1", | |
| "PKM2", | |
| "WDR76", | |
| "CARTPT", | |
| "SNORA67", | |
| "RB1", | |
| "SYNGR4", | |
| "LYZL6", | |
| "LCE5A", | |
| "CH25H", | |
| "EGLN2", | |
| "RCL1", | |
| "GMPPB", | |
| "ARID1A", | |
| "PLIN1", | |
| "MMP17", | |
| "SPACA4", | |
| "RHBG", | |
| "LINGO2", | |
| "CBWD1", | |
| "ZNF212", | |
| "ATP8B3", | |
| "CELA2B", | |
| "RNASE10", | |
| "FAM10A4", | |
| "CDH26", | |
| "CCL17", | |
| "OR5M11", | |
| "KCNK18", | |
| "STON1-GTF2A1L", | |
| "NCRNA00110", | |
| "ID2B", | |
| "RHCE", | |
| "EXOC3", | |
| "FUT10", | |
| "TMC1", | |
| "GPR45", | |
| "TBC1D3P2", | |
| "FAM21A", | |
| "CRYAA", | |
| "TSPAN16", | |
| "LCT", | |
| "OR5T2", | |
| "ZIC2", | |
| "CHPT1", | |
| "ANKRD20A4", | |
| "SNORA62", | |
| "TCTN2", | |
| "FOXD4L5", | |
| "OR10V1", | |
| "TPRX1", | |
| "C20orf107", | |
| "CRYGB", | |
| "OPTN", | |
| "VCX2", | |
| "PLEKHG7", | |
| "CD163L1", | |
| "KRT36", | |
| "TBC1D26", | |
| "LOC389033", | |
| "SNORA36B", | |
| "LLPH", | |
| "CXCL9", | |
| "ISLR2", | |
| "FAM74A4", | |
| "SNORD15A", | |
| "TBC1D3G", | |
| "CCDC144NL", | |
| "CREB3", | |
| "ALDH1L1", | |
| "IRGM", | |
| "LOC100133957", | |
| "FGF16", | |
| "C3orf49", | |
| "ZDHHC14", | |
| "GPR21", | |
| "HMGCS2", | |
| "?|388795", | |
| "LIPN", | |
| "SERPIND1", | |
| "FMR1NB", | |
| "ZNF295", | |
| "C16orf68", | |
| "EPB41L1", | |
| "HAPLN1", | |
| "C15orf28", | |
| "SLC45A3", | |
| "HSPC157", | |
| "SNORA66", | |
| "TMED10P1", | |
| "RBMXL2", | |
| "ERF", | |
| "USP26", | |
| "GTF2H2C", | |
| "ADAM18", | |
| "DISC1", | |
| "GPR123", | |
| "ZCCHC12", | |
| "FTCD", | |
| "RGS14", | |
| "CMA1", | |
| "SLCO3A1", | |
| "MUSK", | |
| "ABHD8", | |
| "DGKZ", | |
| "KCNH3", | |
| "IDH1", | |
| "SCGBL", | |
| "HS3ST4", | |
| "CYP3A7", | |
| "SNORA52", | |
| "POLDIP3", | |
| "C22orf42", | |
| "RINL", | |
| "XRRA1", | |
| "CRYZ", | |
| "PEX6", | |
| "NOL6", | |
| "LTBP4", | |
| "UBE4B", | |
| "CCKBR", | |
| "SMR3A", | |
| "NRG3", | |
| "AMAC1L2", | |
| "ADAM9", | |
| "SPO11", | |
| "MRGPRX4", | |
| "ZNF823", | |
| "FLJ30679", | |
| "BMP10", | |
| "OR2L1P", | |
| "SNORA49", | |
| "ZNF426", | |
| "SNORA1", | |
| "MAGEA4", | |
| "OR10J3", | |
| "DNAJC22", | |
| "CD1B", | |
| "LARS2", | |
| "TTTY6", | |
| "OR5H6", | |
| "FAM92A1", | |
| "CXCL11", | |
| "ZNF649", | |
| "PRSS41", | |
| "C2orf14", | |
| "LOC100129055", | |
| "GOLGA8F", | |
| "KAAG1", | |
| "FSTL4", | |
| "SNORD23", | |
| "LIM2", | |
| "C2orf82", | |
| "NR1I3", | |
| "SNAR-A3", | |
| "S100A7L2", | |
| "PEPD", | |
| "SPG21", | |
| "PRR20A", | |
| "LOC100131691", | |
| "PPP1R3F", | |
| "CYP4F2", | |
| "KGFLP2", | |
| "SNORD124", | |
| "AKAP4", | |
| "KRTAP23-1", | |
| "CCL3L3", | |
| "NAA30", | |
| "TAS2R41", | |
| "TOMM6", | |
| "USP17", | |
| "PPIAL4B", | |
| "TTTY22", | |
| "OR2K2", | |
| "SNORA30", | |
| "MKKS", | |
| "PIGH", | |
| "DEFB114", | |
| "SNORD115-20", | |
| "CT47A11", | |
| "SNORD16", | |
| "KRTAP22-1", | |
| "SNORD103A", | |
| "SNORD88C", | |
| "TTTY19", | |
| "PRR20D", | |
| "LOC653545", | |
| "DEFB112", | |
| "DEFB113" | |
| ], | |
| "Coefficient": [ | |
| 4.776881246670996, | |
| 3.8222765680734843, | |
| 3.193254594967149, | |
| 3.0932050354528964, | |
| -3.0405340090803032, | |
| -2.911863117237282, | |
| 2.4967570943565067, | |
| -2.471473806367273, | |
| -2.463889165695968, | |
| 2.457242336128036, | |
| 2.4319279169159835, | |
| -2.4310088506803558, | |
| -2.387917858585193, | |
| -2.368075551870661, | |
| 2.3188321061054435, | |
| 2.287378199703754, | |
| 2.240143204545276, | |
| -2.200285241555672, | |
| -2.1988381694760197, | |
| -2.091866133711817, | |
| 2.05295217853396, | |
| 2.0300596770448873, | |
| -1.8873557479280612, | |
| 1.87463462562041, | |
| -1.8499970971071757, | |
| -1.8145787986261623, | |
| 1.7616424267616386, | |
| 1.7370415292350065, | |
| 1.7054511982183835, | |
| -1.6767306548904923, | |
| -1.6727266001698553, | |
| 1.662644686616711, | |
| -1.660536320154333, | |
| 1.6555362266344054, | |
| 1.6114365769003225, | |
| 1.5937681937594015, | |
| 1.5855629180706599, | |
| 1.5263484343877585, | |
| -1.52346855140371, | |
| 1.5090302391019026, | |
| 1.4556520828067572, | |
| 1.454510258040374, | |
| 1.4503190501065226, | |
| -1.4395181402338655, | |
| 1.4383925675936762, | |
| 1.438302906409292, | |
| 1.3722352572291603, | |
| 1.3486894519080548, | |
| -1.3452521208373402, | |
| 1.3411306822911377, | |
| -1.3377031440319147, | |
| -1.3283931190756129, | |
| -1.3275451102976084, | |
| 1.3036018960402125, | |
| 1.2878736070199315, | |
| -1.2773994991294984, | |
| -1.2730686685995805, | |
| 1.2466247872358824, | |
| 1.2250167335591755, | |
| 1.2129039514705469, | |
| -1.1939105639535952, | |
| -1.1782647240670259, | |
| -1.1632337260116725, | |
| 1.1531838995083583, | |
| 1.1446694760839167, | |
| 1.1426871287087876, | |
| -1.139588288790538, | |
| -1.1212338852217292, | |
| 1.1171141521870347, | |
| -1.1124255792684763, | |
| 1.1064077351495893, | |
| 1.0944425076432633, | |
| 1.0842389450258954, | |
| -1.083845265915764, | |
| -1.0612026531174448, | |
| 1.0390999984791414, | |
| -1.0276924203284654, | |
| 1.026960527746399, | |
| 1.0220042757074896, | |
| 1.0211223252013997, | |
| -1.010022319263352, | |
| -1.0042028721187288, | |
| 0.9912678472383866, | |
| 0.9846300388050264, | |
| -0.9752527645496949, | |
| 0.9720288211942061, | |
| -0.9699052860092701, | |
| -0.9698861730529243, | |
| 0.9689497399424059, | |
| -0.9682318994914829, | |
| -0.9641293506573678, | |
| -0.9623072099904362, | |
| -0.9615359399592626, | |
| -0.9605775180975459, | |
| -0.9588012041796407, | |
| -0.9536653488947809, | |
| -0.9470917197817569, | |
| 0.9462781167127872, | |
| -0.9412539858439276, | |
| -0.9213818518124647, | |
| -0.9208584537226144, | |
| -0.9191356420900604, | |
| -0.9144261092388383, | |
| 0.895458529431493, | |
| -0.8934517687785805, | |
| -0.8926467089269198, | |
| 0.8877048672577061, | |
| -0.8777700193509529, | |
| 0.8773630651498926, | |
| 0.8763960799397146, | |
| 0.8705169058544301, | |
| -0.8568241853312379, | |
| -0.853712279164046, | |
| 0.8523875003482048, | |
| -0.8476495855240875, | |
| 0.8294045793381841, | |
| 0.827080552885858, | |
| 0.8135330558105669, | |
| -0.8126773068751474, | |
| -0.8113781130000555, | |
| 0.8066302032236171, | |
| -0.804273416313414, | |
| 0.8023560690856598, | |
| -0.7962069486071288, | |
| -0.7957670762974527, | |
| -0.7949087081222426, | |
| -0.7922157835017227, | |
| -0.7910007882059193, | |
| 0.7894463555442223, | |
| -0.7851124082686313, | |
| -0.7845339823414791, | |
| -0.7837799889898747, | |
| -0.773913279886917, | |
| -0.7737343522606752, | |
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| ], | |
| "Absolute Coefficient": [ | |
| 4.776881246670996, | |
| 3.8222765680734843, | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 90.72727272727272, | |
| "precision": 90.72727272727272, | |
| "recall": 100.0, | |
| "f1": 95.13024215109617 | |
| }, | |
| "selection": { | |
| "precision": 1.280343964070481, | |
| "recall": 1.9230769230769234, | |
| "f1": 1.5354646187739351, | |
| "jaccard": 0.7740135639755334 | |
| } | |
| } | |
| } |