| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "EMC3-AS1", | |
| "CEP43", | |
| "ARHGEF35", | |
| "C2orf66", | |
| "ADAMTSL1", | |
| "ZNF530", | |
| "ANKRD30BP2", | |
| "MVB12B", | |
| "DMRT3", | |
| "TF", | |
| "FAHD1", | |
| "GK5", | |
| "MYO1E", | |
| "LOC101929645", | |
| "ITGB7", | |
| "AMER1", | |
| "DONSON", | |
| "GNLY", | |
| "LINC01602", | |
| "LOC105376975", | |
| "CPAP", | |
| "GPAM", | |
| "IFT25", | |
| "CBR3", | |
| "AHCYL2", | |
| "CASP5", | |
| "NELFB", | |
| "GALNT5", | |
| "ETS2", | |
| "RFLNB", | |
| "RNF125", | |
| "ADAMTS14", | |
| "DENND6B", | |
| "FUCA1", | |
| "CD200", | |
| "LINC01614", | |
| "RABL2A", | |
| "MAP3K15", | |
| "LPP-AS2", | |
| "FOXJ2", | |
| "LILRA1", | |
| "EHD4-AS1", | |
| "LOC100507336", | |
| "CAV3", | |
| "EREG", | |
| "HOXD11", | |
| "MYRF", | |
| "DEPDC5", | |
| "ASGR2", | |
| "ERCC6L", | |
| "COX16", | |
| "CEP63", | |
| "GPR108", | |
| "CHI3L2", | |
| "MAML2", | |
| "LOC101929372", | |
| "LANCL3", | |
| "UMODL1", | |
| "BAHCC1", | |
| "AXIN1", | |
| "MVD", | |
| "GUCA1C", | |
| "ZDHHC11", | |
| "MAOB", | |
| "SVIL-AS1", | |
| "SLC22A13", | |
| "HUNK", | |
| "SNAP29", | |
| "IGFBP1", | |
| "PPP1R2B", | |
| "BMS1P4", | |
| "FERD3L", | |
| "PRDM4", | |
| "HACE1", | |
| "OSBPL5", | |
| "LRIT3", | |
| "LOC101928012", | |
| "CFAP184", | |
| "LINC00682", | |
| "ARSJ", | |
| "RNF148", | |
| "ARHGAP19", | |
| "PRORSD1P", | |
| "FAM199X", | |
| "OR13J1", | |
| "IDI2-AS1", | |
| "OGFOD2", | |
| "AGAP3", | |
| "GNG3", | |
| "DHX9", | |
| "LOC105370834", | |
| "DSC3", | |
| "CEP85", | |
| "VAMP2", | |
| "MAP2K4", | |
| "GRAPL", | |
| "GCHFR", | |
| "EPS8L1", | |
| "HSP90AB6P", | |
| "TM4SF20", | |
| "LOC101927284", | |
| "DPM2", | |
| "PTGES3L", | |
| "IQCA1L", | |
| "PCSK6-AS1", | |
| "ZFAND2A", | |
| "RNF126", | |
| "MMP24OS", | |
| "RFWD3", | |
| "CCDC91", | |
| "ROBO4", | |
| "ALOX12-AS1", | |
| "FAM86B3P", | |
| "GINS3", | |
| "SIRT2", | |
| "ARSK", | |
| "INTS4P2", | |
| "GARNL3", | |
| "CASP8", | |
| "RIPK3", | |
| "ATP6V0A4", | |
| "ORAI1", | |
| "PKN2", | |
| "AGGF1", | |
| "EAF2", | |
| "IGLV@", | |
| "NADK2-AS1", | |
| "TCEA1", | |
| "DLX6", | |
| "SNORD9", | |
| "SIAH1", | |
| "TMPRSS11D", | |
| "LINC00960", | |
| "ZNF283", | |
| "NHLRC1", | |
| "FAM170B-AS1", | |
| "ZC3H8", | |
| "FOSL1", | |
| "KCNT2", | |
| "GPR78", | |
| "BOLL", | |
| "LINC00641", | |
| "DPYD", | |
| "CARM1", | |
| "ATP5PF", | |
| "BET1", | |
| "OR2D2", | |
| "PSMB4", | |
| "SNORD115-6", | |
| "HSPA4", | |
| "RTKN2", | |
| "RNF217", | |
| "TATDN3", | |
| "BRSK1", | |
| "UBE2G2", | |
| "MAP3K7CL", | |
| "DOCK8-AS1", | |
| "NUP50-DT", | |
| "LINC00343", | |
| "BRIP1", | |
| "MLC1", | |
| "ARL4D", | |
| "FGF14-AS2", | |
| "CARD18", | |
| "SMIM17", | |
| "IFNA4", | |
| "SMIM43", | |
| "MIR181A1HG", | |
| "GPRC5A", | |
| "HOXB5", | |
| "KMT5A", | |
| "MTMR7", | |
| "KCNG1", | |
| "BMAL2-AS1", | |
| "IFT74", | |
| "HELZ2", | |
| "EPOP", | |
| "KRTAP10-2", | |
| "SNHG28", | |
| "NKAP", | |
| "ZNF254", | |
| "DUBR", | |
| "ANKRD20A7P", | |
| "TMEM140", | |
| "BTAF1", | |
| "LINC00896", | |
| "CEBPD", | |
| "TMEM132C", | |
| "SNHG29", | |
| "ERICH4", | |
| "LINC01465", | |
| "N4BP1", | |
| "IGHV1-58", | |
| "LCE2B", | |
| "LINC01498", | |
| "ABLIM1", | |
| "ZNF250", | |
| "CNOT4", | |
| "SETD2", | |
| "OR5AN1", | |
| "PRSS30P", | |
| "RHPN1", | |
| "PRIMPOL", | |
| "FLJ12825", | |
| "SNX24", | |
| "LOC101928317", | |
| "CCL25", | |
| "SSNA1", | |
| "CCDC126", | |
| "MTERF3", | |
| "E2F5", | |
| "VRK2", | |
| "HMGCLL1", | |
| "LOC101927543", | |
| "FZD4", | |
| "BEND7", | |
| "FOXP1-AS1", | |
| "ANXA9", | |
| "CBLN1", | |
| "GPR89B", | |
| "OTUD7B", | |
| "SIDT2", | |
| "MED14", | |
| "ECM1", | |
| "D2HGDH", | |
| "ITFG2", | |
| "CTNNBL1", | |
| "MCM3AP", | |
| "CSRP3", | |
| "EFL1", | |
| "MED20", | |
| "LOC101929710", | |
| "OOEP", | |
| "LEPROT", | |
| "ZNF300", | |
| "CIDEB", | |
| "ANAPC16", | |
| "CYB5RL", | |
| "SNORD50B", | |
| "LOC102723701", | |
| "TAF4B", | |
| "CYP11B1", | |
| "B4GALT5", | |
| "GPR12", | |
| "DSG2-AS1", | |
| "LOC102723401", | |
| "TTC31", | |
| "BIN1", | |
| "FAM245A", | |
| "ZNF572", | |
| "LGALS17A", | |
| "CLP1", | |
| "DORIP1", | |
| "COX15", | |
| "LOC101928911", | |
| "FUT10", | |
| "CSF2", | |
| "CFAP44", | |
| "NPHP3", | |
| "C22orf39", | |
| "LOC101928215", | |
| "CCNE2", | |
| "OR51B6", | |
| "B4GALNT3", | |
| "FGF7", | |
| "CYREN", | |
| "CRY2", | |
| "CMAHP", | |
| "TLCD3A", | |
| "CFAP90", | |
| "CSPG4P5", | |
| "LINC00895", | |
| "TMC1", | |
| "CACNA1G-AS1", | |
| "EIF5", | |
| "FILIP1", | |
| "DNMT3A", | |
| "LOC101927357", | |
| "OR2U1P", | |
| "TEX46", | |
| "PSPC1", | |
| "NCAN", | |
| "ADA", | |
| "ADD2", | |
| "APOBEC2", | |
| "SHOX2", | |
| "PRUNE1", | |
| "GMIP", | |
| "SPMIP4", | |
| "DSG1", | |
| "FOLR1", | |
| "RPL23AP68", | |
| "ASPHD2", | |
| "IGSF3", | |
| "LOC100128993", | |
| "DCTPP1", | |
| "LINC01603", | |
| "DIXDC1", | |
| "FAM228A", | |
| "DNHD1", | |
| "SNORD114-4", | |
| "ATAD1", | |
| "SYCP2", | |
| "DAXX", | |
| "MB21D2", | |
| "LOC401021", | |
| "CHST7", | |
| "PRKXP1", | |
| "SCNN1A", | |
| "INPP5J", | |
| "SNORD114-11", | |
| "ATP8B1", | |
| "FBXO45", | |
| "TIMM10B", | |
| "RAB11FIP5", | |
| "LOC285889", | |
| "DOCK7", | |
| "PCSK4", | |
| "USE1", | |
| "ILDR2", | |
| "LAMA4", | |
| "EPB41L4A-AS1", | |
| "ARHGAP33", | |
| "LOC105371899", | |
| "CYP2C9", | |
| "MYO5C", | |
| "FAM47B", | |
| "PFKFB1", | |
| "ABCB9", | |
| "NXPE3", | |
| "ATCAY", | |
| "MAP6", | |
| "PGGHG", | |
| "EXOC2", | |
| "MUTYH", | |
| "HOXB13", | |
| "EXOSC9", | |
| "GSTZ1", | |
| "TMEM225B", | |
| "SPRY3", | |
| "P2RY10", | |
| "NR0B1", | |
| "LOC105370583", | |
| "RNASEL", | |
| "ID2-AS1", | |
| "S100A8", | |
| "XRRA1", | |
| "SLCO5A1", | |
| "MKRN2", | |
| "UBXN8", | |
| "SLC10A4", | |
| "ITGA7", | |
| "GPR82", | |
| "CX3CL1", | |
| "MIR365B", | |
| "NHS", | |
| "TUT1", | |
| "RNF39", | |
| "CYTH2", | |
| "SETDB1", | |
| "HAUS8", | |
| "LOC439933", | |
| "FLJ32255", | |
| "MAB21L4", | |
| "COL17A1", | |
| "LOC101927023", | |
| "COPG2", | |
| "ANKRD22", | |
| "ANKRD13C", | |
| "SNHG11", | |
| "NAA35", | |
| "NPAS2", | |
| "MACROD2", | |
| "GALNT11", | |
| "HMX2", | |
| "GRINA", | |
| "TRDC", | |
| "MFSD12", | |
| "CFAP410", | |
| "LINC01139", | |
| "LINC00692", | |
| "PLEKHH2", | |
| "FLT3", | |
| "CCDC191", | |
| "TARS3", | |
| "PCDHB4", | |
| "RARB", | |
| "LOC101928760", | |
| "PIR", | |
| "LOC101927769", | |
| "LOC105374947", | |
| "MLXIPL", | |
| "BANP", | |
| "PCTP", | |
| "KRTAP20-1", | |
| "MT1F", | |
| "GLOD5", | |
| "SLC5A3", | |
| "ITSN2", | |
| "VANGL1", | |
| "CELA2B", | |
| "KCNIP2-AS1", | |
| "CYB5R4", | |
| "GSDMC", | |
| "PRANCR", | |
| "CCR5", | |
| "KLF4", | |
| "NMNAT1", | |
| "NAV2-AS2", | |
| "GALNT12", | |
| "ANG", | |
| "UBAP1", | |
| "PCDHB14", | |
| "VASH1", | |
| "KIF5C", | |
| "MTTP", | |
| "RRP1B", | |
| "LOC375196", | |
| "UOX", | |
| "LINC00994", | |
| "ATP6AP1-DT", | |
| "TIGD1", | |
| "ANKRD30BP3", | |
| "NRM", | |
| "HOXD9", | |
| "CRMP1", | |
| "GJB5", | |
| "PSG3", | |
| "LOC100507634", | |
| "TVP23B", | |
| "SOCS5", | |
| "FCRL3", | |
| "GCG", | |
| "GPR35", | |
| "LOC105378044", | |
| "SPAAR", | |
| "ABCC9", | |
| "RPS7P5", | |
| "SNRPA1", | |
| "ZBTB7B", | |
| "INPP5K", | |
| "ARG1", | |
| "SLC51B", | |
| "LETMD1", | |
| "LCP1", | |
| "SNORD114-28", | |
| "TIFA", | |
| "KCNH1", | |
| "CCDC89", | |
| "ADCK1", | |
| "C1QTNF8", | |
| "CORO1C", | |
| "KRTAP17-1", | |
| "LOC102725019", | |
| "LOC101930112", | |
| "LINC00598", | |
| "GBX1", | |
| "SASH1", | |
| "JPX", | |
| "LRCH2", | |
| "ENTREP1", | |
| "MXI1", | |
| "LRRC41", | |
| "URB2", | |
| "UTS2", | |
| "ZDBF2", | |
| "LOC102725048", | |
| "PREX2", | |
| "ERO1B", | |
| "PSMB9", | |
| "MYCT1", | |
| "NOS3", | |
| "LINC00862", | |
| "TRAJ53", | |
| "SLPI", | |
| "DUSP12", | |
| "CWC25", | |
| "ZNF577", | |
| "LINC01121", | |
| "PTCH2", | |
| "SHANK2", | |
| "LOC101929485", | |
| "MACROH2A2", | |
| "HCCS", | |
| "UPP2", | |
| "POLR3F", | |
| "LOC101929902", | |
| "NOL4", | |
| "DHRS4-AS1", | |
| "CRTC2", | |
| "MDH1B", | |
| "LOC105369595", | |
| "LRRN2", | |
| "ENPP2", | |
| "ENPP4", | |
| "PLAG1", | |
| "TM6SF2", | |
| "STOX2", | |
| "ZC3H14", | |
| "AQP2", | |
| "ASH1L-AS1", | |
| "LRRC66", | |
| "AACS", | |
| "FCHSD2", | |
| "TSG1", | |
| "ITGAX", | |
| "IFT20", | |
| "ZNF583", | |
| "NOCT", | |
| "NKRF", | |
| "RPL23P2", | |
| "SPINK13", | |
| "LRRC8A", | |
| "MGAT4D", | |
| "ARFGEF2", | |
| "OR51M1", | |
| "KPNA3", | |
| "LRRC30", | |
| "LOC151760", | |
| "MT1G", | |
| "LINC01198", | |
| "FLVCR2", | |
| "SIGLECL1", | |
| "ZFP69B", | |
| "SMIM10L2B", | |
| "DISP2", | |
| "GOLPH3", | |
| "LOC102724593", | |
| "ALPK3", | |
| "TMTC2", | |
| "COX10-DT", | |
| "MAIP1", | |
| "LOC389831", | |
| "MELK", | |
| "PEX11A", | |
| "QTRT2", | |
| "LOC441666", | |
| "LINC01620", | |
| "GARIN1A" | |
| ], | |
| "Coefficient": [ | |
| 5.6906848444831635, | |
| 5.392909538816186, | |
| 4.737639016204733, | |
| 4.2480466826706955, | |
| -3.928633126912992, | |
| -3.734612220464418, | |
| 3.6418473994500333, | |
| -3.5348969699019457, | |
| 3.444140904950105, | |
| -3.3298958015580946, | |
| 3.201228170180084, | |
| -3.1307983581443732, | |
| -3.059336350645496, | |
| -3.02432966096097, | |
| -2.7810737156673766, | |
| -2.725008036286179, | |
| 2.6948305771092467, | |
| 2.6411538045651515, | |
| -2.565201615128371, | |
| 2.5431209117309135, | |
| 2.487076454782744, | |
| -2.4861790038553933, | |
| -2.435271922596624, | |
| 2.3848291941854987, | |
| -2.383299082426155, | |
| -2.361925910966445, | |
| -2.3096184194391545, | |
| -2.3018513821153093, | |
| 2.2999948267560053, | |
| 2.2838402764353747, | |
| -2.2831589457062074, | |
| 2.2691921785456857, | |
| -2.253273762613486, | |
| -2.246916181271154, | |
| 2.2456820469244425, | |
| 2.23031398096441, | |
| 2.212233184095045, | |
| -2.200330747328119, | |
| -2.190909327019542, | |
| -2.1872594285311004, | |
| 2.1766055788711465, | |
| -2.156028388846655, | |
| 2.1458348975141437, | |
| -2.141777460735083, | |
| -2.1359647758470097, | |
| -2.103360515938821, | |
| -2.061849842967407, | |
| 2.019140283734169, | |
| -2.0116846516685913, | |
| -2.0082023611161857, | |
| 1.9521202493604988, | |
| 1.9517786199777318, | |
| 1.9341603665719773, | |
| 1.9200352211125917, | |
| -1.918794114689628, | |
| -1.8959783556610725, | |
| -1.878309317221866, | |
| 1.8580336130638666, | |
| 1.8569595033181934, | |
| 1.8384977501358437, | |
| 1.8284221147441757, | |
| -1.8276296537991794, | |
| 1.822634259705339, | |
| -1.820071884450325, | |
| 1.7912883489315938, | |
| -1.7890015425767345, | |
| 1.7820109068294612, | |
| -1.7799548432559007, | |
| -1.7535380223472805, | |
| -1.7518921600013295, | |
| -1.728136729711323, | |
| 1.7192692448867346, | |
| -1.7095955917395584, | |
| -1.6965618855825082, | |
| 1.6803211861230436, | |
| -1.67032371097653, | |
| -1.6598514279919996, | |
| -1.6453025498292497, | |
| -1.6445332738871294, | |
| 1.6381918434378413, | |
| -1.6359072788864828, | |
| 1.6196136061618895, | |
| 1.5854739108924272, | |
| -1.5795577017946387, | |
| -1.5720238430900901, | |
| -1.5672930949147728, | |
| -1.554180929395333, | |
| -1.5406424747732077, | |
| 1.529789489802115, | |
| 1.5234511534354007, | |
| 1.5069637228310004, | |
| -1.4993953137519258, | |
| -1.4657479914486986, | |
| -1.4628705611655, | |
| -1.4612642583432403, | |
| -1.4479820111953698, | |
| -1.4389427161985389, | |
| -1.4332383457505087, | |
| 1.42994310026397, | |
| 1.414941986638005, | |
| -1.4143341660104016, | |
| -1.3958586653671248, | |
| -1.39265881125501, | |
| -1.3635440782638795, | |
| -1.357671848375935, | |
| -1.3509012755976972, | |
| 1.336115804427478, | |
| -1.3120343616649301, | |
| 1.301721158385886, | |
| -1.2989719382711247, | |
| -1.2954165557349242, | |
| 1.2838990041393192, | |
| -1.2770009789663772, | |
| -1.2725064648874427, | |
| 1.2655235428008305, | |
| 1.2610467482851095, | |
| 1.2608614817709156, | |
| -1.251320461245567, | |
| 1.2504964309705997, | |
| -1.237555202712567, | |
| 1.2332017636226071, | |
| -1.2266183319461645, | |
| -1.22587136023774, | |
| 1.2224604279718516, | |
| -1.2067936075410166, | |
| 1.2006431804942297, | |
| -1.1952017938681208, | |
| 1.1910727897885105, | |
| -1.1905676261596607, | |
| 1.1834588546551301, | |
| 1.16462004169734, | |
| -1.129720700494576, | |
| -1.1233092428070985, | |
| 1.1199635812490798, | |
| 1.116510864947004, | |
| -1.1131718612057961, | |
| -1.1117464946317044, | |
| -1.1115388091059515, | |
| -1.1069819772207168, | |
| -1.0979661519361275, | |
| 1.0950017522235214, | |
| 1.08940621847641, | |
| 1.0867962955222183, | |
| -1.0847378435034474, | |
| 1.0817307152849591, | |
| -1.0774519464232397, | |
| 1.0670856460567069, | |
| 1.063632100626356, | |
| 1.0409265623767225, | |
| 1.0309567995921325, | |
| -1.0173706466914245, | |
| -1.0162637723398593, | |
| 1.014169964117579, | |
| 1.0141550485564153, | |
| 1.0137578812222727, | |
| 1.011897891517272, | |
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| -7.387847760870718e-05, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 53.88888888888889, | |
| "precision": 22.75741076830006, | |
| "recall": 62.968253968253975, | |
| "f1": 32.43221941896338 | |
| }, | |
| "selection": { | |
| "precision": 0.8357115085942285, | |
| "recall": 1.412639405204461, | |
| "f1": 1.0499389528993786, | |
| "jaccard": 0.5280208125282286 | |
| } | |
| } | |
| } |