| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "OR5B2", | |
| "CDH13", | |
| "ABAT", | |
| "ADAMTS13", | |
| "ADRA2B", | |
| "ADAMTS1", | |
| "ANKS1A", | |
| "ADCY6", | |
| "ABCC10", | |
| "CASQ2", | |
| "OR9G4", | |
| "ANXA8", | |
| "APLN", | |
| "COL15A1", | |
| "TTTY17B", | |
| "LYPD2", | |
| "POU4F1", | |
| "CD34", | |
| "CLEC2A", | |
| "FAM163B", | |
| "KRTAP4-11", | |
| "PGLYRP4", | |
| "DPRXP4", | |
| "CAPN11", | |
| "ACAT1", | |
| "AGBL4", | |
| "ACADS", | |
| "LINC03042", | |
| "C3orf36", | |
| "PKD2L2", | |
| "LINC00305", | |
| "ABCA6", | |
| "TPH2", | |
| "ACOXL", | |
| "ANKRD55", | |
| "B4GALNT1", | |
| "DHRS7C", | |
| "ASIC2", | |
| "CELA1", | |
| "OR4F17", | |
| "RPL29P2", | |
| "CD276", | |
| "KRT27", | |
| "TOB2", | |
| "ALKAL1", | |
| "CACNA1F", | |
| "KRTAP17-1", | |
| "C5orf46", | |
| "MS4A5", | |
| "HCRTR2", | |
| "SKINT1L", | |
| "ODF4", | |
| "GALNT13", | |
| "PPEF2", | |
| "OR52I2", | |
| "ADAM6", | |
| "ABCB11", | |
| "OR5AK2", | |
| "ANLN", | |
| "ARGFX", | |
| "CAMK2N1", | |
| "GPR21", | |
| "ABCC1", | |
| "IL17D", | |
| "APOBEC3H", | |
| "ABCC9", | |
| "LRATD1", | |
| "CCL23", | |
| "LINC01550", | |
| "IGLL3P", | |
| "SLC27A6", | |
| "CASC2", | |
| "TBXA2R", | |
| "OPN1MW", | |
| "ACLY", | |
| "ADCYAP1R1", | |
| "FAM163A", | |
| "PRSS35", | |
| "LINC01553", | |
| "OR51G1", | |
| "AFAP1L2", | |
| "ABCA1", | |
| "TDRD1", | |
| "AFG3L1P", | |
| "ATP2C2", | |
| "COL20A1", | |
| "AATF", | |
| "DBNDD1", | |
| "MYOT", | |
| "CLEC18A", | |
| "EDDM3A", | |
| "BDH1", | |
| "RPS2P32", | |
| "GAS2", | |
| "CD300LG", | |
| "FAM138B", | |
| "LRRC74A", | |
| "GNAO1-AS1", | |
| "KCNJ6", | |
| "ADAMTS2", | |
| "S100Z", | |
| "PPP1R3C", | |
| "CT62", | |
| "OR4K2", | |
| "CP", | |
| "H2AC8", | |
| "TMC2", | |
| "DEFB112", | |
| "GOLGA2P3Y", | |
| "LRCH2", | |
| "HSP90AB2P", | |
| "SPATA32", | |
| "NXPE4", | |
| "ABCC2", | |
| "GALNT15", | |
| "CCR9", | |
| "LIPK", | |
| "PWRN1", | |
| "ABHD15", | |
| "TAS2R10", | |
| "SMTNL2", | |
| "CCM2L", | |
| "SNTN", | |
| "C1orf146", | |
| "S1PR5", | |
| "NDUFB4", | |
| "ADGRB3", | |
| "LINC00200", | |
| "CAVIN4", | |
| "KRT36", | |
| "CA9", | |
| "AQP5", | |
| "AAGAB", | |
| "VAMP4", | |
| "SOX1", | |
| "SYT10", | |
| "TMEM63B", | |
| "ARL4C", | |
| "CAP2", | |
| "ALDH1A3", | |
| "BBC3", | |
| "SDC4P", | |
| "MS4A3", | |
| "APOLD1", | |
| "STON1-GTF2A1L", | |
| "ALMS1", | |
| "CIART", | |
| "OR10A6", | |
| "CDH20", | |
| "IRX3", | |
| "ANO1", | |
| "GLYATL2", | |
| "PIP5K1P1", | |
| "AASS", | |
| "GAS8", | |
| "PSEN2", | |
| "AK5", | |
| "SPRR2C", | |
| "CDH26", | |
| "ARRDC5", | |
| "TULP1", | |
| "OR4F6", | |
| "SPINK13", | |
| "STAC", | |
| "PCYT1B", | |
| "TACR2", | |
| "BCLAF3", | |
| "SSX7", | |
| "ACOT13", | |
| "PCDHB14", | |
| "PRDM7", | |
| "CARMIL3", | |
| "TULP2", | |
| "STAR", | |
| "CD207", | |
| "RASSF10", | |
| "DEFB4A", | |
| "AMBN", | |
| "ACBD4", | |
| "F2RL3", | |
| "HTN3", | |
| "GNAT1", | |
| "OR52I1", | |
| "TPRX1", | |
| "AMHR2", | |
| "TP53TG5", | |
| "SLURP1", | |
| "ULK4P2", | |
| "ABCA8", | |
| "BCAN", | |
| "CA5A", | |
| "SHOX", | |
| "ZNF121", | |
| "SYCE3", | |
| "C9orf50", | |
| "KCNK16", | |
| "LINC00852", | |
| "KTN1", | |
| "MGAT4C", | |
| "KRTAP2-2", | |
| "OR4F5", | |
| "MUC21", | |
| "OR2W1", | |
| "SPATA12", | |
| "ACADL", | |
| "SLC14A1", | |
| "ADAP2", | |
| "COBL", | |
| "KRTAP9-4", | |
| "BCAT2", | |
| "UGT2A3", | |
| "KRTAP10-12", | |
| "POU2F1", | |
| "VSIG10L", | |
| "CCL2", | |
| "DLEU1", | |
| "TBC1D1", | |
| "UMOD", | |
| "ZNF283", | |
| "RSPH10B2", | |
| "ACAA1", | |
| "EEPD1", | |
| "GARIN4", | |
| "ACYP1", | |
| "ANGPTL7", | |
| "KCNIP4-IT1", | |
| "MRPL42P5", | |
| "IGSF5", | |
| "FABP2", | |
| "FAM221B", | |
| "OR6N1", | |
| "ZMYND10", | |
| "KRT6B", | |
| "B3GAT2", | |
| "DNM1P46", | |
| "PTCRA", | |
| "C6orf132", | |
| "PRMT6", | |
| "CHRFAM7A", | |
| "FAM225B", | |
| "OR2T5", | |
| "RBP7", | |
| "EIF4E1B", | |
| "IL20RB", | |
| "CA4", | |
| "RFPL1", | |
| "H4C5", | |
| "UPK3B", | |
| "HDAC3", | |
| "GFRA3", | |
| "BLID", | |
| "TRIM77", | |
| "ABCA13", | |
| "TAFA1", | |
| "TBC1D3H", | |
| "BEND4", | |
| "EGR4", | |
| "ANAPC13", | |
| "SLC26A4", | |
| "C7orf25", | |
| "PRR13", | |
| "MAG", | |
| "MARCHF11", | |
| "GOLGA8IP", | |
| "LDB3", | |
| "OR9A4", | |
| "ARHGAP15", | |
| "CYP17A1", | |
| "ETFA", | |
| "SNORA2B", | |
| "SAXO2", | |
| "AIFM3", | |
| "OR13C9", | |
| "RPGRIP1", | |
| "RTL1", | |
| "TNFRSF10C", | |
| "ERAS", | |
| "ACSL3", | |
| "SOWAHA", | |
| "SEC14L3", | |
| "IFITM4P", | |
| "TEX12", | |
| "MYOM3", | |
| "ACOX3", | |
| "H2AC15", | |
| "ACAA2", | |
| "MOV10L1", | |
| "OR13J1", | |
| "LOC344967", | |
| "AAK1", | |
| "ADCY1", | |
| "SLC5A7", | |
| "USP17L2", | |
| "CCDC91", | |
| "CRYBA1", | |
| "AGPAT1", | |
| "GPR83", | |
| "SLC35G6", | |
| "ALG1L1P", | |
| "OR10A3", | |
| "DPY19L2", | |
| "ACBD5", | |
| "SOST", | |
| "CLGN", | |
| "SNORA84", | |
| "TRPS1", | |
| "ADH7", | |
| "BEX5", | |
| "IL5", | |
| "KCNJ13", | |
| "ADGRG7", | |
| "APBB1", | |
| "FAM181A", | |
| "EXD1", | |
| "C1orf116", | |
| "ARSI", | |
| "TEX38", | |
| "FLACC1", | |
| "LRRIQ3", | |
| "GABBR2", | |
| "SIX4", | |
| "LIM2", | |
| "ASTN2", | |
| "SRF", | |
| "RPA4", | |
| "TREML1", | |
| "NUDT9P1", | |
| "VENTXP7", | |
| "BRS3", | |
| "LINGO4", | |
| "ADCY8", | |
| "NLRP11", | |
| "PPARA", | |
| "RIPOR1", | |
| "N6AMT1", | |
| "HLA-J", | |
| "CACNA1C", | |
| "AXL", | |
| "C9orf163", | |
| "INE1", | |
| "RAB3A", | |
| "ANKS3", | |
| "LRRC69", | |
| "PYROXD1", | |
| "LCE2C", | |
| "LSM12", | |
| "PFN2", | |
| "ZNF470", | |
| "ZBTB16", | |
| "LHX6", | |
| "TUBAL3", | |
| "IFNA8", | |
| "ACSM6", | |
| "IL1A", | |
| "MYOZ2", | |
| "LHFPL1", | |
| "CALN1", | |
| "PLD3", | |
| "STPG4", | |
| "CTXN2", | |
| "EPB41L4A", | |
| "SLC26A9", | |
| "PHOSPHO2", | |
| "AQP8", | |
| "GNG8", | |
| "F10", | |
| "TBC1D19", | |
| "CBR1", | |
| "INSYN2B", | |
| "PPP1R2P1", | |
| "LINC01554", | |
| "DEFB119", | |
| "KDM4E", | |
| "GOLGA7B", | |
| "ASIC3", | |
| "LINC00314", | |
| "CFAP107", | |
| "PPY", | |
| "EPS8L1", | |
| "AMIGO3", | |
| "PRSS37", | |
| "H2BC3", | |
| "OR6F1", | |
| "CLLU1", | |
| "LINC02902", | |
| "ADK", | |
| "CDS1", | |
| "POU3F1", | |
| "LRRIQ4", | |
| "TECTB", | |
| "KRTAP1-1", | |
| "DCP1B", | |
| "ADCK1", | |
| "ATP6V0A4", | |
| "CDH15", | |
| "ACSBG2", | |
| "BGN", | |
| "IRGC", | |
| "OR2L1P", | |
| "C1QTNF3", | |
| "KRCC1", | |
| "MAJIN", | |
| "CALY", | |
| "ARIH2OS", | |
| "GOT1L1", | |
| "ZNF117", | |
| "VSTM5", | |
| "ZNF542P", | |
| "CAMK1G", | |
| "DRICH1", | |
| "EDN2", | |
| "AGAP1", | |
| "SPATC1L", | |
| "CAPN2", | |
| "MANSC1", | |
| "ABCG4", | |
| "PP2D1", | |
| "AADAT", | |
| "GNAZ", | |
| "ADGRA3", | |
| "B3GALNT2", | |
| "TAF1B", | |
| "DPRX", | |
| "LCE2D", | |
| "HPCA", | |
| "NXPE2", | |
| "ANK2", | |
| "FAM241B", | |
| "GCNA", | |
| "RB1CC1", | |
| "TYRO3", | |
| "CCDC107", | |
| "SPRR4", | |
| "CDSN", | |
| "APOBEC3C", | |
| "FAM153A", | |
| "KRT32", | |
| "ULK1", | |
| "DEFB125", | |
| "PKN3", | |
| "ARHGAP10", | |
| "RHOXF1", | |
| "CATSPER2", | |
| "ACADSB", | |
| "AP5Z1", | |
| "MYO15B", | |
| "KRTAP4-8", | |
| "PRSS42P", | |
| "OR2A2", | |
| "OR4D9", | |
| "RFLNB", | |
| "EPCAM", | |
| "LOC441666", | |
| "SLAMF9", | |
| "CELF3", | |
| "SLC2A4", | |
| "TBX2", | |
| "LOC100130331", | |
| "ATRNL1", | |
| "NKX6-2", | |
| "IFNW1", | |
| "ANO2", | |
| "FAM199X", | |
| "PCDH10", | |
| "FGF7", | |
| "TMX4", | |
| "EVX2", | |
| "CDKL3", | |
| "ADRA1A", | |
| "PNP", | |
| "RMST", | |
| "P2RX2", | |
| "PHF14", | |
| "QSOX1", | |
| "MEIOB", | |
| "ADAMTSL3", | |
| "ADRA1B", | |
| "WNT9B", | |
| "DDR1", | |
| "CHGB", | |
| "SP6", | |
| "BCAS3", | |
| "FAM83E", | |
| "FAM185A", | |
| "INA", | |
| "CACNG7", | |
| "IFNL2", | |
| "PRDM6", | |
| "RNF135", | |
| "ADAMTS19", | |
| "CEACAM20", | |
| "GLP1R", | |
| "ASAP1-IT1", | |
| "PKP1", | |
| "VPS35L", | |
| "ABCG1", | |
| "CYP11B1", | |
| "C3orf52", | |
| "TMUB2", | |
| "KLF15", | |
| "ZNF324B", | |
| "NTN5", | |
| "SNORA27", | |
| "RETREG3", | |
| "ARMH4", | |
| "BTNL9", | |
| "GRIA3", | |
| "INKA2", | |
| "LCE2B", | |
| "GSG1L", | |
| "RNASE10", | |
| "TEX55", | |
| "APLNR", | |
| "SUGT1P1", | |
| "STK33", | |
| "TP53I3", | |
| "PTGER3", | |
| "OR6C1", | |
| "LRRC18", | |
| "OR5K2", | |
| "KCNRG", | |
| "ABCA5", | |
| "SCGB1C1", | |
| "WDR38", | |
| "EIPR1", | |
| "MID1", | |
| "PRAMEF6", | |
| "OR3A2", | |
| "KRTAP5-3", | |
| "ANKZF1", | |
| "NUDT16L2P", | |
| "C12orf60", | |
| "LINC01559", | |
| "SHROOM3", | |
| "ADO", | |
| "AGO2", | |
| "NEU2", | |
| "SCARNA7", | |
| "ABCA3", | |
| "RNASE3", | |
| "GPR27", | |
| "METTL2A", | |
| "TRPM4", | |
| "ART5", | |
| "ZFP91-CNTF", | |
| "EIF4EBP1", | |
| "DIAPH3", | |
| "USP35", | |
| "ASH2L", | |
| "FOXD4L3", | |
| "ATP13A4", | |
| "RMRP", | |
| "OR51F2", | |
| "SLC9A8", | |
| "TMEM135", | |
| "CD300LD", | |
| "MAPKAPK3", | |
| "NMT1", | |
| "TREX2", | |
| "ATP4B", | |
| "WFIKKN1", | |
| "UBE2V1", | |
| "TMEM121B", | |
| "C22orf15", | |
| "AHSA2P", | |
| "BCS1L", | |
| "THBS4", | |
| "GPR15", | |
| "C16orf82", | |
| "TTL", | |
| "KLK6", | |
| "KIAA0408", | |
| "GUCY1B2", | |
| "XG", | |
| "CACNG3", | |
| "KLK7", | |
| "KCNK17", | |
| "ASZ1", | |
| "SLC26A7", | |
| "FAM222B", | |
| "CASP6", | |
| "MSH3", | |
| "STATH", | |
| "MTSS2", | |
| "SLC22A6", | |
| "ZNF385A", | |
| "PRPH2", | |
| "CDC20B", | |
| "OR51L1", | |
| "TEKT1", | |
| "SLC27A2", | |
| "SNORA62", | |
| "ANGEL1", | |
| "BASP1", | |
| "MUC4", | |
| "FGF4", | |
| "CLK4", | |
| "OMP", | |
| "CDC42EP1", | |
| "GDF11", | |
| "DEFB132", | |
| "BORCS6", | |
| "SYNGR1", | |
| "KIR3DL3", | |
| "ALDH1B1", | |
| "TRPC4AP", | |
| "SPATA31J1", | |
| "TMOD3", | |
| "LCE3D", | |
| "TSPAN33", | |
| "RUNX1-IT1", | |
| "DCHS2", | |
| "SDR42E1", | |
| "TBX4", | |
| "CA12", | |
| "PCDHGB2", | |
| "WASF3", | |
| "SOX10", | |
| "OR4A15", | |
| "HUNK", | |
| "PCDH17", | |
| "OR11H1", | |
| "DNM3", | |
| "PODNL1", | |
| "CYB561A3", | |
| "SBK2", | |
| "PRB2", | |
| "FAM83F", | |
| "FBXL21P", | |
| "ANXA1", | |
| "L1CAM", | |
| "TMEM217", | |
| "TTLL13", | |
| "GREM2", | |
| "PDHX", | |
| "SEC1P", | |
| "PDK1", | |
| "PPIG", | |
| "CIB3", | |
| "B4GALT1", | |
| "ACSL1", | |
| "SEMA6B", | |
| "BORCS5", | |
| "KIR3DX1", | |
| "RGPD5", | |
| "PPP1R17", | |
| "FGGY", | |
| "REG1CP", | |
| "NRCAM", | |
| "COL9A1", | |
| "CACNG4", | |
| "SCGB1A1", | |
| "PTCHD4", | |
| "UCMA", | |
| "GBP2", | |
| "C8orf44", | |
| "RPL21P44", | |
| "PABPN1L", | |
| "H2AJ", | |
| "FDXR", | |
| "FKBP4", | |
| "RTF1", | |
| "ECM1", | |
| "MYLK4", | |
| "H2BW4P", | |
| "TTC7A", | |
| "PIK3CD-AS1", | |
| "KIAA0319", | |
| "AK3" | |
| ], | |
| "Coefficient": [ | |
| 0.034029174040813806, | |
| 0.029857191169963375, | |
| -0.029481425628808323, | |
| -0.023571109364124074, | |
| -0.021972696055880644, | |
| -0.021516314453660142, | |
| -0.02035628171825233, | |
| 0.019014869276747295, | |
| 0.018545951691773217, | |
| 0.018177018180245655, | |
| -0.017145427656210455, | |
| -0.016964793801291254, | |
| 0.016884273787695712, | |
| 0.016628107407749816, | |
| 0.01657698252315974, | |
| 0.0165423018734142, | |
| 0.015288538691961645, | |
| 0.014729619528478686, | |
| -0.014726585176981109, | |
| 0.014258565896338747, | |
| -0.013888022388893601, | |
| 0.013844910719462544, | |
| -0.01370062709940178, | |
| 0.013411488870230038, | |
| -0.012897828237894156, | |
| -0.01266582331488633, | |
| -0.01254506834111632, | |
| 0.01170165422218898, | |
| 0.011500820490638013, | |
| 0.011288627071742016, | |
| 0.01090648926964918, | |
| -0.010693446988372459, | |
| -0.01052018957640661, | |
| 0.0103309949689162, | |
| -0.010178761248533787, | |
| 0.010171293667410462, | |
| -0.0099998798074959, | |
| 0.009499273488781443, | |
| -0.009094054712771138, | |
| 0.008962834720900622, | |
| 0.00870513149630095, | |
| -0.008638865900770107, | |
| 0.008245079698002356, | |
| 0.00824111411177289, | |
| -0.008195596698259774, | |
| 0.008145874441235539, | |
| 0.008133831937134357, | |
| 0.007927301009093763, | |
| -0.007925793154807823, | |
| 0.007802465652192968, | |
| -0.007663507651798167, | |
| 0.00761089209214813, | |
| 0.007451943691402396, | |
| -0.007448704518783164, | |
| 0.007335207557983909, | |
| -0.007304618745223124, | |
| -0.00725460959443814, | |
| 0.007195732897655838, | |
| 0.00710702406266379, | |
| -0.0070752450854474095, | |
| -0.007049596966578432, | |
| 0.007036999710545208, | |
| 0.0069247539204794865, | |
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| ], | |
| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 98.57142857142857, | |
| "precision": 99.71830985915493, | |
| "recall": 98.66601353724641, | |
| "f1": 99.18486804378254 | |
| }, | |
| "selection": { | |
| "precision": 0.10172463594577044, | |
| "recall": 4.999999999999999, | |
| "f1": 0.1993830425586268, | |
| "jaccard": 0.09985783118667726 | |
| } | |
| } | |
| } |