| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "OR5B2", | |
| "CDH13", | |
| "ABAT", | |
| "ADAMTS13", | |
| "ADRA2B", | |
| "ABCC10", | |
| "ADAMTS1", | |
| "ANKS1A", | |
| "ANXA8", | |
| "OR9G4", | |
| "LYPD2", | |
| "CASQ2", | |
| "ADCY6", | |
| "ACADS", | |
| "POU4F1", | |
| "COL15A1", | |
| "CLEC2A", | |
| "APLN", | |
| "TTTY17B", | |
| "ACAT1", | |
| "DPRXP4", | |
| "FAM163B", | |
| "CD34", | |
| "PGLYRP4", | |
| "LINC03042", | |
| "CAPN11", | |
| "KRTAP4-11", | |
| "PKD2L2", | |
| "LINC00305", | |
| "AGBL4", | |
| "ANKRD55", | |
| "ACOXL", | |
| "KRTAP17-1", | |
| "LRATD1", | |
| "TPH2", | |
| "C5orf46", | |
| "GALNT13", | |
| "C3orf36", | |
| "CELA1", | |
| "ASIC2", | |
| "DHRS7C", | |
| "SLC27A6", | |
| "ALKAL1", | |
| "AFAP1L2", | |
| "OR52I2", | |
| "ABCA1", | |
| "PPEF2", | |
| "CACNA1F", | |
| "KRT27", | |
| "CCL23", | |
| "B4GALNT1", | |
| "PRSS35", | |
| "RPL29P2", | |
| "AATF", | |
| "OR5AK2", | |
| "SKINT1L", | |
| "TOB2", | |
| "RPS2P32", | |
| "LINC01553", | |
| "OR4K2", | |
| "MYOT", | |
| "APOBEC3H", | |
| "OR51G1", | |
| "SYT10", | |
| "MS4A5", | |
| "IGLL3P", | |
| "ABCC1", | |
| "HCRTR2", | |
| "AFG3L1P", | |
| "HSP90AB2P", | |
| "ARGFX", | |
| "ADCYAP1R1", | |
| "ADAM6", | |
| "CD276", | |
| "ABCB11", | |
| "ADGRB3", | |
| "GPR21", | |
| "ODF4", | |
| "OR4F6", | |
| "CASC2", | |
| "GAS2", | |
| "TMC2", | |
| "IL17D", | |
| "DBNDD1", | |
| "TAS2R10", | |
| "ANLN", | |
| "VSIG10L", | |
| "SMTNL2", | |
| "LIPK", | |
| "CAMK2N1", | |
| "FAM138B", | |
| "LRRC74A", | |
| "ADCY1", | |
| "OR4F17", | |
| "GNAO1-AS1", | |
| "AMHR2", | |
| "OPN1MW", | |
| "ABHD15", | |
| "ABCC2", | |
| "ACOT13", | |
| "BBC3", | |
| "FAM221B", | |
| "ABCC9", | |
| "LHX6", | |
| "H2AC8", | |
| "TBXA2R", | |
| "SLC14A1", | |
| "IRX3", | |
| "ACLY", | |
| "C6orf132", | |
| "ARRDC5", | |
| "CA9", | |
| "ABCA6", | |
| "BDH1", | |
| "ADAMTS2", | |
| "ATP2C2", | |
| "OR10A6", | |
| "COL20A1", | |
| "CCR9", | |
| "PPP1R3C", | |
| "EDDM3A", | |
| "RASSF10", | |
| "GLYATL2", | |
| "COBL", | |
| "ANO1", | |
| "KRT36", | |
| "ARL4C", | |
| "CCM2L", | |
| "CT62", | |
| "GNAT1", | |
| "AQP5", | |
| "DEFB112", | |
| "SPATA12", | |
| "EEPD1", | |
| "CCDC91", | |
| "B3GAT2", | |
| "SLURP1", | |
| "CLGN", | |
| "CYP17A1", | |
| "CCL19", | |
| "PCDHB14", | |
| "OR9A4", | |
| "SSX7", | |
| "AK5", | |
| "PWRN1", | |
| "OR2T5", | |
| "ABCA8", | |
| "OR4F5", | |
| "PCYT1B", | |
| "PRDM7", | |
| "BCLAF3", | |
| "SNTN", | |
| "TBC1D3H", | |
| "CD207", | |
| "ASTN2", | |
| "BCAN", | |
| "LINC00200", | |
| "NXPE4", | |
| "FAM163A", | |
| "KCNJ6", | |
| "AASS", | |
| "TDRD1", | |
| "ANGPTL7", | |
| "STAC", | |
| "FAM225B", | |
| "IFNA8", | |
| "RSPH10B2", | |
| "CDH20", | |
| "GALNT15", | |
| "CD300LG", | |
| "ZMYND10", | |
| "SPRR2C", | |
| "POU2F1", | |
| "ACAA1", | |
| "ULK4P2", | |
| "ZNF121", | |
| "LINC01550", | |
| "BEX5", | |
| "KCNK16", | |
| "ALMS1", | |
| "RPA4", | |
| "TP53TG5", | |
| "DEFB4A", | |
| "PRMT6", | |
| "LHFPL1", | |
| "TULP2", | |
| "CARMIL3", | |
| "VENTXP7", | |
| "TNFRSF10C", | |
| "S100Z", | |
| "AACS", | |
| "HTN3", | |
| "GOLGA2P3Y", | |
| "CAP2", | |
| "SDC4P", | |
| "OR52I1", | |
| "DEFB125", | |
| "AGPAT1", | |
| "OR13C9", | |
| "MOV10L1", | |
| "ANAPC13", | |
| "UPK3B", | |
| "SOX1", | |
| "CA4", | |
| "UGT2A3", | |
| "XG", | |
| "ERAS", | |
| "SRF", | |
| "SCARNA7", | |
| "STAR", | |
| "PLD3", | |
| "OR2W1", | |
| "GABBR2", | |
| "SLC26A9", | |
| "NDUFB4", | |
| "MGAT4C", | |
| "SPIRE2", | |
| "OR4D9", | |
| "TULP1", | |
| "GABRA6", | |
| "ACBD4", | |
| "USP17L2", | |
| "STON1-GTF2A1L", | |
| "C1orf146", | |
| "LRCH2", | |
| "TRIM77", | |
| "H4C5", | |
| "ACYP1", | |
| "RBP7", | |
| "SYCE3", | |
| "KRT6B", | |
| "GARIN4", | |
| "LDB3", | |
| "IGSF5", | |
| "C1orf116", | |
| "MUC21", | |
| "ANK3", | |
| "ENTREP1", | |
| "KTN1", | |
| "TAFA1", | |
| "B3GALNT2", | |
| "HLA-J", | |
| "S1PR5", | |
| "MARCHF11", | |
| "FLACC1", | |
| "CFAP107", | |
| "SPATA31J1", | |
| "KRTAP2-2", | |
| "ACAP3", | |
| "CCL2", | |
| "GYPE", | |
| "DLEU1", | |
| "CACNA1C", | |
| "MAG", | |
| "SEC14L3", | |
| "ACADL", | |
| "CP", | |
| "SNORA2B", | |
| "KRTAP4-8", | |
| "LSM12", | |
| "ACSBG2", | |
| "GPR83", | |
| "IL20RB", | |
| "MCTS2", | |
| "SLC5A7", | |
| "ZNF283", | |
| "TYRO3", | |
| "ACBD5", | |
| "SPATA32", | |
| "TREML1", | |
| "CDSN", | |
| "TMUB2", | |
| "AMBN", | |
| "PKN3", | |
| "CRYBA1", | |
| "APOLD1", | |
| "SPRR4", | |
| "IL5", | |
| "SOST", | |
| "MRPL42P5", | |
| "AMPD1", | |
| "PIP5K1P1", | |
| "OR4F4", | |
| "CLECL1P", | |
| "FABP2", | |
| "SAXO2", | |
| "INE1", | |
| "ADAP2", | |
| "SLC2A4", | |
| "ALDH1A3", | |
| "GFRA3", | |
| "F2RL3", | |
| "LIM2", | |
| "OR6N1", | |
| "PPARA", | |
| "CDH26", | |
| "KCNH7", | |
| "VAMP4", | |
| "TBC1D1", | |
| "HDAC3", | |
| "PABPN1L", | |
| "PCDHGB1", | |
| "IFNW1", | |
| "SPATC1L", | |
| "TMEM63B", | |
| "CLEC18A", | |
| "ASZ1", | |
| "KRTAP10-12", | |
| "MSLN", | |
| "H2AC15", | |
| "CYP4A11", | |
| "NLRP11", | |
| "LRRIQ4", | |
| "MS4A3", | |
| "RAB3A", | |
| "ACSM6", | |
| "HOXD4", | |
| "KCNJ13", | |
| "BTNL9", | |
| "NXPE2", | |
| "GAS8", | |
| "ZFP91-CNTF", | |
| "PNP", | |
| "KCNAB1", | |
| "SNORA56", | |
| "PPP1R2P1", | |
| "C7orf25", | |
| "AIFM3", | |
| "STK31", | |
| "OR3A2", | |
| "ETFA", | |
| "CLLU1", | |
| "SERHL2", | |
| "EXD1", | |
| "RFLNB", | |
| "DEFB119", | |
| "PPP1R17", | |
| "UBE2V1", | |
| "LINC00314", | |
| "TMEM121B", | |
| "NUDT9P1", | |
| "MYOM3", | |
| "GSG1L", | |
| "N6AMT1", | |
| "STATH", | |
| "ANK2", | |
| "ARNT2", | |
| "AGO2", | |
| "LIPJ", | |
| "FAM181A", | |
| "NTN5", | |
| "QSOX1", | |
| "BEND4", | |
| "FAM241B", | |
| "ABCA13", | |
| "KCNIP4-IT1", | |
| "OCM2", | |
| "APLNR", | |
| "SHOX", | |
| "LINC00852", | |
| "ACSL3", | |
| "H2BC3", | |
| "OR6C1", | |
| "KDM4E", | |
| "EFHC2", | |
| "CDS1", | |
| "OR2F1", | |
| "PRSS37", | |
| "LINC01554", | |
| "TACR2", | |
| "GNG8", | |
| "SOSTDC1", | |
| "USP35", | |
| "FAM83F", | |
| "AUNIP", | |
| "PSEN2", | |
| "C9orf50", | |
| "VSTM2B", | |
| "ADCY8", | |
| "OR4A15", | |
| "ANKS3", | |
| "C10orf71", | |
| "ADH7", | |
| "GHSR", | |
| "NPBWR1", | |
| "PKP1", | |
| "BLID", | |
| "KRCC1", | |
| "SPINK13", | |
| "GCNA", | |
| "RETREG3", | |
| "PIH1D2", | |
| "KRTAP4-9", | |
| "PCDH10", | |
| "CCDC13", | |
| "OR10A3", | |
| "KRTAP1-1", | |
| "PCDHGA1", | |
| "MEIOB", | |
| "NOL3", | |
| "ALKBH4", | |
| "GPR15", | |
| "GOLGA7B", | |
| "CDH15", | |
| "CACNG3", | |
| "ARL14", | |
| "ARIH2OS", | |
| "ACOX3", | |
| "INA", | |
| "EPS8L1", | |
| "CACNG7", | |
| "CEACAM20", | |
| "SLC39A12", | |
| "C9orf163", | |
| "SNORA22", | |
| "MMP23A", | |
| "BCS1L", | |
| "LMO3", | |
| "SLC35G6", | |
| "NEIL2", | |
| "DCST1", | |
| "FKBP4", | |
| "CFAP61", | |
| "ADGRB2", | |
| "BTD", | |
| "C22orf15", | |
| "NEU2", | |
| "CATSPER2", | |
| "ADPRH", | |
| "IL1F10", | |
| "CA5A", | |
| "CHRFAM7A", | |
| "PFN2", | |
| "HSD17B1", | |
| "STK33", | |
| "RIPOR1", | |
| "CA12", | |
| "ZNF385A", | |
| "ASIC3", | |
| "ANKZF1", | |
| "DNM1P46", | |
| "VWC2L", | |
| "ULBP1", | |
| "RNASE10", | |
| "SCARNA8", | |
| "ZNF324B", | |
| "WNT9B", | |
| "LNX2", | |
| "IRGC", | |
| "ABCA5", | |
| "P2RX2", | |
| "ZNF117", | |
| "CALY", | |
| "PYROXD1", | |
| "AP1S1", | |
| "MAPKAPK3", | |
| "ZNF542P", | |
| "LSMEM1", | |
| "H2AC4", | |
| "GNAZ", | |
| "ADAMTS18", | |
| "ADRA1A", | |
| "PRSS42P", | |
| "NUDC", | |
| "RB1CC1", | |
| "BMP2K", | |
| "B4GALT1", | |
| "MTSS2", | |
| "RTL1", | |
| "TRPS1", | |
| "RMRP", | |
| "CLDND2", | |
| "FAM169A", | |
| "GPR27", | |
| "AMIGO3", | |
| "HSP90B3P", | |
| "ACO1", | |
| "LRRIQ3", | |
| "MANSC1", | |
| "NMT1", | |
| "C11orf42", | |
| "TREX2", | |
| "FGF7", | |
| "SBK2", | |
| "AXL", | |
| "CDKL3", | |
| "FGGY", | |
| "SLC34A1", | |
| "ACADSB", | |
| "KRTAP9-4", | |
| "BEX1", | |
| "PXDN", | |
| "ACKR3", | |
| "MKRN3", | |
| "OR2A2", | |
| "BCAT2", | |
| "CELF3", | |
| "SNORA84", | |
| "UCMA", | |
| "CAPN2", | |
| "TPRX1", | |
| "ATP4B", | |
| "LRRC69", | |
| "PHOSPHO2", | |
| "ACAA2", | |
| "NUDT16L2P", | |
| "OR51F2", | |
| "VAT1L", | |
| "CIB3", | |
| "ADCK1", | |
| "PRPH2", | |
| "SNX31", | |
| "KCTD1", | |
| "STPG4", | |
| "C3orf52", | |
| "ATP6V0A4", | |
| "TTL", | |
| "FGF4", | |
| "HPCA", | |
| "TMEM135", | |
| "TECTB", | |
| "EPCAM", | |
| "ACTR8", | |
| "OR52W1", | |
| "OR11H1", | |
| "FAM170B", | |
| "H4C3", | |
| "EIF5A2", | |
| "P2RX6", | |
| "SLC27A2", | |
| "SLC22A6", | |
| "RUNX1-IT1", | |
| "ADK", | |
| "ADGRA3", | |
| "IL22", | |
| "ULK1", | |
| "TXLNA", | |
| "IFITM4P", | |
| "C2CD4B", | |
| "BARHL1", | |
| "KRT32", | |
| "NRCAM", | |
| "SERP1", | |
| "RPGRIP1", | |
| "SRMS", | |
| "B9D1", | |
| "AP5Z1", | |
| "CC2D2B", | |
| "HAUS8", | |
| "AAGAB", | |
| "CREG2", | |
| "TBC1D19", | |
| "ASAP1-IT1", | |
| "SEMA6B", | |
| "SLC7A5P1", | |
| "JAZF1", | |
| "CELF6", | |
| "SCGB1C1", | |
| "CALN1", | |
| "CAVIN4", | |
| "SCGB1A1", | |
| "KCNK13", | |
| "SYNPO2L", | |
| "COL9A1", | |
| "ZKSCAN5", | |
| "LCE2C", | |
| "TBC1D3G", | |
| "SHISAL2A", | |
| "RXFP3", | |
| "KCNRG", | |
| "RFPL1", | |
| "LCE2B", | |
| "PTCRA", | |
| "TRPM4", | |
| "CFAP206", | |
| "DBF4B", | |
| "CIART", | |
| "RPTN", | |
| "GNPDA1", | |
| "LINGO4", | |
| "DRICH1", | |
| "OR5B12", | |
| "ANXA1", | |
| "ABCG4", | |
| "UGGT2", | |
| "DUSP29", | |
| "FOXD4L3", | |
| "MAGI2", | |
| "IL1A", | |
| "PDHA1", | |
| "PDZD2", | |
| "SNORD1C", | |
| "RNF32", | |
| "OR2L1P", | |
| "GREM2", | |
| "GLIS3-AS1", | |
| "ADAMTSL1", | |
| "OR5K2", | |
| "C17orf50", | |
| "MRS2P2", | |
| "ADGRG4", | |
| "ARMH4", | |
| "ANKRD40CL", | |
| "DPY19L2", | |
| "PLXDC2", | |
| "INKA2", | |
| "FAM238C", | |
| "LOC100130331", | |
| "ATP6V1B1", | |
| "EIF4EBP1", | |
| "DELEC1", | |
| "KIAA0319", | |
| "OR52B4", | |
| "BASP1", | |
| "AP4M1", | |
| "SPATA31G1", | |
| "CETP", | |
| "SIX1", | |
| "ART5", | |
| "ESRP1", | |
| "ZFP36L2", | |
| "FBXL21P", | |
| "HECW1", | |
| "PTCHD4", | |
| "PCNAP1", | |
| "PDK1", | |
| "ADCK2", | |
| "AQP1", | |
| "PRB2", | |
| "OR5P3", | |
| "ASCL4", | |
| "KIR3DX1", | |
| "AIMP2", | |
| "TMEM266", | |
| "PNLIPRP3", | |
| "POU3F1", | |
| "PABPC5", | |
| "SH2B2", | |
| "FAM47C", | |
| "SOX11", | |
| "CYP11B1", | |
| "BORCS8-MEF2B", | |
| "RETN", | |
| "PHF14", | |
| "LOC344967", | |
| "KCNJ5", | |
| "ALG1L1P", | |
| "UCHL1", | |
| "B3GNT2", | |
| "WASF3", | |
| "FAM153A", | |
| "POM121L2", | |
| "PRMT7", | |
| "FAM222B", | |
| "ACSL1", | |
| "ETNPPL", | |
| "LINC00652", | |
| "DRC12", | |
| "ATAD3C", | |
| "PARP11", | |
| "PRAMEF6", | |
| "TUBAL3", | |
| "SNORA54", | |
| "SLC25A2", | |
| "ARHGAP29", | |
| "COL4A4", | |
| "MIR9-1HG", | |
| "MTHFD1L", | |
| "AMOTL1", | |
| "HULC", | |
| "ANG", | |
| "LCN15", | |
| "STAP1", | |
| "TRPC4AP", | |
| "L1CAM", | |
| "C22orf42", | |
| "BAX", | |
| "CLNK", | |
| "KCNJ4", | |
| "PELI3", | |
| "GPR108", | |
| "INSRR", | |
| "LINC00339", | |
| "ARSJ", | |
| "ZAN", | |
| "ADAMTSL3", | |
| "CDHR5", | |
| "ADGRF5", | |
| "ACTR10", | |
| "FAM225A", | |
| "ENDOU", | |
| "C17orf58", | |
| "SNORA27", | |
| "SFRP5", | |
| "PEG3-AS1", | |
| "FAM78B", | |
| "OR52E2", | |
| "MAP2K1", | |
| "FCHO1", | |
| "OR4D11", | |
| "ALKAL2", | |
| "MRI1" | |
| ], | |
| "Coefficient": [ | |
| 0.033806087620917843, | |
| 0.033804880069327144, | |
| -0.026955399383253417, | |
| -0.024920376230167962, | |
| -0.02239356979984485, | |
| 0.020206139965081502, | |
| -0.01968263690257115, | |
| -0.019401628319593234, | |
| -0.019156501143454206, | |
| -0.01719561620740231, | |
| 0.016995811300107137, | |
| 0.01662743386345313, | |
| 0.016624926731628974, | |
| -0.016345721153100713, | |
| 0.01615753046181698, | |
| 0.0159161507705821, | |
| -0.015267146891519739, | |
| 0.014950680747799192, | |
| 0.014283893460581005, | |
| -0.01400194265454827, | |
| -0.013906819487584883, | |
| 0.013803222622683168, | |
| 0.013328479266526992, | |
| 0.013051370622100591, | |
| 0.012830670089057838, | |
| 0.012818645634296135, | |
| -0.012591464764329404, | |
| 0.012327656217198385, | |
| 0.012012680060772838, | |
| -0.01152414069801737, | |
| -0.011211940042292982, | |
| 0.01077513229469384, | |
| 0.010548202330911104, | |
| -0.010292397084822982, | |
| -0.010082217292104423, | |
| 0.010080342687925637, | |
| 0.009996292126039363, | |
| 0.009856792361505228, | |
| -0.009409562412310377, | |
| 0.009298825210401011, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 98.57142857142857, | |
| "precision": 99.71428571428571, | |
| "recall": 98.6505695218024, | |
| "f1": 99.17705215146817 | |
| }, | |
| "selection": { | |
| "precision": 0.07048463621233574, | |
| "recall": 3.333333333333333, | |
| "f1": 0.1380501459115002, | |
| "jaccard": 0.06914439045962792 | |
| } | |
| } | |
| } |