| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "CDH13", | |
| "OR5B2", | |
| "ABAT", | |
| "ABCC10", | |
| "ANKS1A", | |
| "ADCY6", | |
| "ADAMTS13", | |
| "ADRA2B", | |
| "ADAMTS1", | |
| "OR9G4", | |
| "ANXA8", | |
| "APLN", | |
| "POU4F1", | |
| "ACADS", | |
| "CASQ2", | |
| "COL15A1", | |
| "TTTY17B", | |
| "KRTAP4-11", | |
| "CD34", | |
| "LINC03042", | |
| "CLEC2A", | |
| "DPRXP4", | |
| "FAM163B", | |
| "LYPD2", | |
| "CAPN11", | |
| "ACAT1", | |
| "PGLYRP4", | |
| "PKD2L2", | |
| "TPH2", | |
| "AGBL4", | |
| "LINC00305", | |
| "KRTAP17-1", | |
| "C3orf36", | |
| "KRT27", | |
| "NLGN4Y", | |
| "OR4F17", | |
| "ABCA6", | |
| "LRATD1", | |
| "B4GALNT1", | |
| "IL17D", | |
| "DHRS7C", | |
| "LINC01550", | |
| "RPL29P2", | |
| "ACOXL", | |
| "SLC27A6", | |
| "CELA1", | |
| "ALKAL1", | |
| "SKINT1L", | |
| "ASIC2", | |
| "CD276", | |
| "TOB2", | |
| "ODF4", | |
| "ABCB11", | |
| "OR52I2", | |
| "MS4A5", | |
| "PPEF2", | |
| "LINC01553", | |
| "GPR21", | |
| "CASC2", | |
| "SMTNL2", | |
| "AFAP1L2", | |
| "IGLL3P", | |
| "ANKRD55", | |
| "TDRD1", | |
| "ADAM6", | |
| "CD300LG", | |
| "COL20A1", | |
| "OR51G1", | |
| "GALNT13", | |
| "CACNA1F", | |
| "OPN1MW", | |
| "ABCC1", | |
| "ADGRB3", | |
| "HCRTR2", | |
| "OR4K2", | |
| "OR5AK2", | |
| "PRSS35", | |
| "C5orf46", | |
| "CA5A", | |
| "HSP90AB2P", | |
| "FAM138B", | |
| "ABCC2", | |
| "FAM221B", | |
| "SPATA12", | |
| "ARL4C", | |
| "ADAMTS2", | |
| "ABCA1", | |
| "GAS2", | |
| "APOBEC3H", | |
| "STON1-GTF2A1L", | |
| "MYOT", | |
| "ACLY", | |
| "FAM163A", | |
| "TMC2", | |
| "ACOT13", | |
| "CLEC18A", | |
| "BBC3", | |
| "CCL23", | |
| "CAMK2N1", | |
| "MS4A3", | |
| "ABCC9", | |
| "EDDM3A", | |
| "ANLN", | |
| "VAMP4", | |
| "LINC00200", | |
| "CT62", | |
| "DEFB112", | |
| "AASS", | |
| "ADCYAP1R1", | |
| "RPS2P32", | |
| "AFG3L1P", | |
| "KCNJ6", | |
| "DBNDD1", | |
| "PPP1R3C", | |
| "H2AC8", | |
| "PWRN1", | |
| "ARGFX", | |
| "SOX1", | |
| "BDH1", | |
| "ABHD15", | |
| "ANAPC13", | |
| "LRRC74A", | |
| "LIPK", | |
| "SPATA32", | |
| "TAS2R10", | |
| "CATSPER2", | |
| "ANGPTL7", | |
| "SYT10", | |
| "CCR9", | |
| "RBP7", | |
| "AMBN", | |
| "TULP1", | |
| "CHRFAM7A", | |
| "PIP5K1P1", | |
| "GOLGA2P3Y", | |
| "TRPS1", | |
| "BCAN", | |
| "TRIM77", | |
| "DEFB4A", | |
| "C1orf146", | |
| "SNTN", | |
| "C6orf132", | |
| "OR13J1", | |
| "LRCH2", | |
| "TPRX1", | |
| "ACAA1", | |
| "BCLAF3", | |
| "TBXA2R", | |
| "ARRDC5", | |
| "GLYATL2", | |
| "GPR83", | |
| "RFLNB", | |
| "NXPE4", | |
| "CA4", | |
| "ALMS1", | |
| "CAP2", | |
| "XG", | |
| "GNAO1-AS1", | |
| "KCNK16", | |
| "EIF4E1B", | |
| "KDM5D", | |
| "SLC14A1", | |
| "KRT36", | |
| "MRPL42P5", | |
| "HTN3", | |
| "CA9", | |
| "C9orf50", | |
| "ABCA8", | |
| "TULP2", | |
| "GARIN4", | |
| "GALNT15", | |
| "S100Z", | |
| "STAR", | |
| "CP", | |
| "RFPL1", | |
| "ANO1", | |
| "CYP17A1", | |
| "C1orf116", | |
| "ARHGAP15", | |
| "SPINK13", | |
| "CDH20", | |
| "UPK3B", | |
| "CCDC91", | |
| "HMGA1", | |
| "IRX3", | |
| "OR9A4", | |
| "AAK1", | |
| "CAVIN4", | |
| "F2RL3", | |
| "DEFB119", | |
| "OR4F5", | |
| "GAS8", | |
| "ABCG4", | |
| "SOWAHA", | |
| "RASSF10", | |
| "B3GAT2", | |
| "MYOM3", | |
| "ZNF121", | |
| "MOV10L1", | |
| "APOLD1", | |
| "STAC", | |
| "ANKS3", | |
| "EGR4", | |
| "EEPD1", | |
| "OR6N1", | |
| "SLURP1", | |
| "SDC4P", | |
| "SYCE3", | |
| "CRCT1", | |
| "GPR27", | |
| "ZAN", | |
| "H4C5", | |
| "BEX5", | |
| "LINC00852", | |
| "IGSF5", | |
| "VSIG10L", | |
| "TACR2", | |
| "FLACC1", | |
| "AATF", | |
| "KCNIP4-IT1", | |
| "OR52I1", | |
| "APBB1", | |
| "OR10A6", | |
| "GLIS3-AS1", | |
| "BEND4", | |
| "AARS2", | |
| "ADGRA3", | |
| "AMHR2", | |
| "KTN1", | |
| "ZNF283", | |
| "ATP2C2", | |
| "CCM2L", | |
| "LOC441666", | |
| "CAPN2", | |
| "PP2D1", | |
| "STPG4", | |
| "ALDH1A3", | |
| "RIPOR1", | |
| "KCNK17", | |
| "OR4D9", | |
| "OR4F6", | |
| "BRS3", | |
| "CDH15", | |
| "LIPJ", | |
| "NDUFB4", | |
| "KRTAP10-12", | |
| "MAG", | |
| "CIART", | |
| "KRTAP2-2", | |
| "PKN3", | |
| "AQP5", | |
| "TAFA1", | |
| "RSPH10B2", | |
| "OR13C9", | |
| "TP53TG5", | |
| "PRMT6", | |
| "LOC344967", | |
| "KDM4E", | |
| "FABP2", | |
| "PRR13", | |
| "CARMIL3", | |
| "UGT2A3", | |
| "SP6", | |
| "RTL1", | |
| "KRTAP9-4", | |
| "ZMYND10", | |
| "LINC00314", | |
| "KCNRG", | |
| "POU2F1", | |
| "S1PR5", | |
| "SLC5A7", | |
| "ACSL3", | |
| "HDAC3", | |
| "IL20RB", | |
| "NLRP11", | |
| "MGAT4C", | |
| "ERAS", | |
| "DEFB125", | |
| "FAM199X", | |
| "TBC1D19", | |
| "ACYP1", | |
| "TEX12", | |
| "DLEU1", | |
| "ACSM6", | |
| "ACADSB", | |
| "QSOX1", | |
| "GOLGA7B", | |
| "CALN1", | |
| "SSX7", | |
| "TNFRSF10C", | |
| "ABCA13", | |
| "AIFM3", | |
| "LRRIQ3", | |
| "ETFA", | |
| "DNM3", | |
| "ADCY8", | |
| "SNURF", | |
| "PCDHB14", | |
| "TREX2", | |
| "NTN5", | |
| "ZNF117", | |
| "ADH7", | |
| "ADCY1", | |
| "AK5", | |
| "HTATIP2", | |
| "ABCA12", | |
| "ATP6V0A4", | |
| "ABCA3", | |
| "H2AC4", | |
| "TEX55", | |
| "PCYT1B", | |
| "SOST", | |
| "VPS35L", | |
| "ASIC3", | |
| "SDR42E1", | |
| "RPA4", | |
| "GPR61", | |
| "H2BC3", | |
| "CAMK1G", | |
| "GNAZ", | |
| "AGPAT1", | |
| "SIX4", | |
| "ACBD5", | |
| "CDS1", | |
| "ABCA5", | |
| "SPATC1L", | |
| "TMEM63B", | |
| "DCP1B", | |
| "OR2T5", | |
| "TREML1", | |
| "CLLU1", | |
| "SLC2A4", | |
| "LDB3", | |
| "CD207", | |
| "SPRR2C", | |
| "ALDH1B1", | |
| "ULK4P2", | |
| "AXL", | |
| "APLNR", | |
| "PSEN2", | |
| "LHX6", | |
| "SNORA2B", | |
| "PIMREG", | |
| "TAF1B", | |
| "TUBAL3", | |
| "SCARNA7", | |
| "FAM225B", | |
| "EFHC2", | |
| "OR2F1", | |
| "PRSS37", | |
| "SNORA27", | |
| "TBC1D3H", | |
| "ACADL", | |
| "CACNG7", | |
| "NUDC", | |
| "CRYBA1", | |
| "RMST", | |
| "OR5K2", | |
| "INE1", | |
| "TMUB2", | |
| "GNAT1", | |
| "UMOD", | |
| "ABCG1", | |
| "PRPH2", | |
| "GPR15", | |
| "LINC02902", | |
| "SAXO2", | |
| "IL5", | |
| "OR2W1", | |
| "MAJIN", | |
| "KPLCE", | |
| "FLJ13224", | |
| "PHF14", | |
| "LHFPL1", | |
| "ADAP2", | |
| "SLC26A7", | |
| "FGF4", | |
| "ENTREP1", | |
| "ZBTB16", | |
| "ANXA1", | |
| "TBC1D1", | |
| "SHOX", | |
| "IL22", | |
| "ANK2", | |
| "ACACA", | |
| "AGAP1", | |
| "GLP1R", | |
| "PFN2", | |
| "SLC27A2", | |
| "ANKZF1", | |
| "C7orf25", | |
| "FKBP4", | |
| "IL1A", | |
| "RB1CC1", | |
| "DPY19L2", | |
| "KRTAP1-1", | |
| "COL9A1", | |
| "SEC14L3", | |
| "IRGC", | |
| "DNM1P46", | |
| "FCHO1", | |
| "PHOSPHO2", | |
| "CTXN2", | |
| "KRCC1", | |
| "HIGD1C", | |
| "LRRIQ4", | |
| "ARIH2OS", | |
| "DRICH1", | |
| "LINGO4", | |
| "SPRR4", | |
| "SLC9A8", | |
| "CCL2", | |
| "SYNGR1", | |
| "FXYD3", | |
| "PTCRA", | |
| "ZNF542P", | |
| "FOXD4L3", | |
| "CDKL3", | |
| "EPB41L4A", | |
| "VSTM2B", | |
| "DDR1", | |
| "BFAR", | |
| "SNORA56", | |
| "SCGB1A1", | |
| "PPY", | |
| "ADRA1B", | |
| "CALY", | |
| "GARIN5B", | |
| "LCE2B", | |
| "CBR1", | |
| "MAPKAPK3", | |
| "RPGRIP1", | |
| "ANO2", | |
| "IFNL2", | |
| "RAB3A", | |
| "NXPE2", | |
| "OR2L1P", | |
| "C22orf15", | |
| "PSG8", | |
| "OR6C1", | |
| "CAMP", | |
| "PCDHA5", | |
| "RHOXF1", | |
| "ACBD4", | |
| "PDZD2", | |
| "CASTOR2", | |
| "ADGRG7", | |
| "NKX6-2", | |
| "FZD2", | |
| "N6AMT1", | |
| "DBF4B", | |
| "LINC02875", | |
| "GFRA3", | |
| "SOSTDC1", | |
| "STATH", | |
| "RPE65", | |
| "KRTAP5-2", | |
| "CA12", | |
| "AQP1", | |
| "KLF15", | |
| "SNORA22", | |
| "RNASE3", | |
| "ACTL9", | |
| "HBG2", | |
| "ADCK1", | |
| "VWC2L", | |
| "USP17L2", | |
| "SNORA54", | |
| "SLC35G6", | |
| "PCDHGA8", | |
| "RNASE10", | |
| "PPARA", | |
| "EDN2", | |
| "VENTXP7", | |
| "ULK1", | |
| "H2AC15", | |
| "CYP4A11", | |
| "OR5H6", | |
| "CEACAM20", | |
| "SCGB1C1", | |
| "C12orf60", | |
| "ADRA1A", | |
| "UCHL1", | |
| "SNAR-A2", | |
| "SNORA84", | |
| "LCE3D", | |
| "PODNL1", | |
| "REG1CP", | |
| "CHRNA1", | |
| "CHGB", | |
| "ZNF528", | |
| "GSTO2", | |
| "GCNA", | |
| "SCIN", | |
| "HPCA", | |
| "C20orf173", | |
| "ARL4D", | |
| "ASH2L", | |
| "PABPN1L", | |
| "VSTM5", | |
| "PYROXD1", | |
| "RPL21P44", | |
| "AMIGO3", | |
| "EIF4EBP1", | |
| "PPIG", | |
| "FAM181A", | |
| "BCAT2", | |
| "GABBR2", | |
| "AGO2", | |
| "SHROOM3", | |
| "MARCHF11", | |
| "KCNJ13", | |
| "COMMD9", | |
| "LINC00293", | |
| "B3GALNT2", | |
| "FGGY", | |
| "PPP1R2P1", | |
| "LCE1D", | |
| "ACAA2", | |
| "ACKR3", | |
| "KRT32", | |
| "MEIOB", | |
| "ACSBG2", | |
| "COBL", | |
| "TTTY15", | |
| "CELF3", | |
| "KIR3DX1", | |
| "MGC2889", | |
| "FGF7", | |
| "RETREG3", | |
| "ARHGEF39", | |
| "ARC", | |
| "ACTR10", | |
| "NPBWR1", | |
| "TMPRSS4", | |
| "BLID", | |
| "NUDT9P1", | |
| "OR6T1", | |
| "WDR38", | |
| "RNF135", | |
| "WNT9B", | |
| "EXD1", | |
| "AP5Z1", | |
| "SH2B2", | |
| "ZNF669", | |
| "ADCK2", | |
| "SMN2", | |
| "BCO2", | |
| "P2RX2", | |
| "CASP6", | |
| "LMBR1L", | |
| "POU3F1", | |
| "TERT", | |
| "IFITM4P", | |
| "FAF1", | |
| "LSM12", | |
| "SRF", | |
| "ARHGAP10", | |
| "ANKRD40CL", | |
| "ART5", | |
| "BTD", | |
| "KRTAP4-9", | |
| "INA", | |
| "SGSH", | |
| "ATRNL1", | |
| "LMO3", | |
| "S100A7", | |
| "RMRP", | |
| "BMP2K", | |
| "NOTCH2NLB", | |
| "MCTS2", | |
| "MANSC1", | |
| "SLC7A5P1", | |
| "USP35", | |
| "ETNPPL", | |
| "PCDH17", | |
| "LIM2", | |
| "ERVFRD-1", | |
| "SIX1", | |
| "ITGA6", | |
| "NRCAM", | |
| "MDH1", | |
| "OR52B4", | |
| "AK3", | |
| "IL1F10", | |
| "UBE2Q2", | |
| "SIGIRR", | |
| "RGPD5", | |
| "IFNA8", | |
| "MTHFD2L", | |
| "GSG1L", | |
| "BHLHE41", | |
| "DDN", | |
| "SUPT20HL1", | |
| "BGN", | |
| "CDHR5", | |
| "OTOR", | |
| "POM121L2", | |
| "C3orf52", | |
| "PLEKHB1", | |
| "WASH2P", | |
| "TMEM121B", | |
| "IFNW1", | |
| "ASCL2", | |
| "ACO1", | |
| "CTH", | |
| "BAX", | |
| "CLK4", | |
| "MTMR12", | |
| "PRB2", | |
| "PTCHD4", | |
| "TBX4", | |
| "DLGAP3", | |
| "FBXL21P", | |
| "OR4K17", | |
| "OR10A3", | |
| "KRTAP4-8", | |
| "ABCG2", | |
| "UBE2V1", | |
| "IFITM3", | |
| "MUC21", | |
| "PPP1R17", | |
| "BPIFB1", | |
| "CALCR", | |
| "PRMT7", | |
| "VSTM1", | |
| "ZSWIM4", | |
| "C22orf42", | |
| "GBP2", | |
| "PRAMEF6", | |
| "DMC1", | |
| "ANGPT4", | |
| "ABHD14B", | |
| "FDXR", | |
| "SPMIP5", | |
| "DIAPH3", | |
| "TMEM200B", | |
| "MRI1", | |
| "ADGRF5", | |
| "EVX2", | |
| "AGBL1", | |
| "HOXD4", | |
| "C2CD4B", | |
| "VWC2", | |
| "AMOTL1", | |
| "APOBEC4", | |
| "GHSR", | |
| "ESRP1", | |
| "TEX38", | |
| "BPY2", | |
| "TMEM135", | |
| "DNAAF3", | |
| "FAM209A", | |
| "CABP2", | |
| "WFIKKN1", | |
| "DCST1", | |
| "CDRT15P3", | |
| "ALDH18A1", | |
| "OR52W1", | |
| "HUNK", | |
| "SERHL2", | |
| "GRK5", | |
| "ADPRH", | |
| "PABPC5", | |
| "TTC7A", | |
| "CD177", | |
| "GPHA2", | |
| "ASCL4", | |
| "ECHDC3", | |
| "ARMH4", | |
| "OR5D14", | |
| "CDSN", | |
| "NT5C1A", | |
| "ABCC11", | |
| "CPLX4", | |
| "ECM1", | |
| "C8orf76", | |
| "KIAA0319", | |
| "TEKT3", | |
| "AZIN1", | |
| "DEFB131A", | |
| "SNORA31", | |
| "SEMA6B", | |
| "KRTAP20-3", | |
| "OTOP2", | |
| "VN1R4", | |
| "SOX11" | |
| ], | |
| "Coefficient": [ | |
| 0.03262962674467928, | |
| 0.03235845804966621, | |
| -0.02837655870136813, | |
| 0.022677590058819534, | |
| -0.0223869846427583, | |
| 0.021731921865806424, | |
| -0.021329585496313825, | |
| -0.021068812415234985, | |
| -0.02000238223143745, | |
| -0.018570395390772057, | |
| -0.018227752465391156, | |
| 0.017698787966548342, | |
| 0.017449378374367268, | |
| -0.01736837471410527, | |
| 0.016385683799334427, | |
| 0.016077695951316473, | |
| 0.016035729211292253, | |
| -0.015910463235750887, | |
| 0.014850853589783558, | |
| 0.014540518861749518, | |
| -0.014514000397738896, | |
| -0.01401636074320899, | |
| 0.013950387266525416, | |
| 0.013910688452625426, | |
| 0.01346222750426974, | |
| -0.01288902742658357, | |
| 0.01188307277535291, | |
| 0.011636275473602966, | |
| -0.011052150095009159, | |
| -0.010799587421478286, | |
| 0.010377485961897418, | |
| 0.010323040372818348, | |
| 0.010145670792217301, | |
| 0.010102727826089826, | |
| -0.009898985736337634, | |
| 0.00974907014070009, | |
| -0.009698922717120473, | |
| -0.009237630993279398, | |
| 0.009036176431798491, | |
| 0.009018606424719843, | |
| -0.00895998362375899, | |
| -0.008918131194991491, | |
| 0.008885567150935433, | |
| 0.008486756194398648, | |
| -0.008458582834982294, | |
| -0.008405198508246616, | |
| -0.008237396867450533, | |
| -0.008225994702877543, | |
| 0.008168824844381452, | |
| -0.008063127401732673, | |
| 0.007977804361956888, | |
| 0.007905592262502406, | |
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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": 0.10410816621074055, | |
| "recall": 4.999999999999999, | |
| "f1": 0.20396928871505143, | |
| "jaccard": 0.10215829011326372 | |
| } | |
| } | |
| } |