| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "DSC1", | |
| "XKR8", | |
| "LILRB5", | |
| "FNDC7", | |
| "SLC17A8", | |
| "CDHR2", | |
| "RSL1D1", | |
| "CTSG", | |
| "IL17C", | |
| "HSFY2", | |
| "ARSD", | |
| "PDCL", | |
| "CFAP100", | |
| "OR10A3", | |
| "CLEC4GP1", | |
| "PABIR3", | |
| "KCNQ5", | |
| "FAM3B", | |
| "LIPK", | |
| "BTBD16", | |
| "GOLGA7", | |
| "ADCK2", | |
| "ANO7", | |
| "ANKS4B", | |
| "ONECUT1", | |
| "CD200R1L", | |
| "PPME1", | |
| "LCE3E", | |
| "PIGZ", | |
| "CEACAM8", | |
| "CENPO", | |
| "OR6F1", | |
| "HOTAIR", | |
| "TAS2R43", | |
| "FOLR1", | |
| "SLFN13", | |
| "GPR137B", | |
| "ADPRM", | |
| "TBX20", | |
| "PLAAT5", | |
| "SNORA56", | |
| "GASK1A", | |
| "HSD3B1", | |
| "SLC5A11", | |
| "ACTC1", | |
| "OR9K2", | |
| "SCN2A", | |
| "COL11A2", | |
| "MS4A10", | |
| "ITIH5", | |
| "PLIN4", | |
| "OR52H1", | |
| "IGFALS", | |
| "EFHB", | |
| "SNORA11B", | |
| "METTL15", | |
| "KCNE5", | |
| "NEUROD2", | |
| "CAMKV", | |
| "SPIN2A", | |
| "NPHS2", | |
| "GRXCR2", | |
| "MCCD1", | |
| "FOXQ1", | |
| "SPATA1", | |
| "SIX6", | |
| "TTPAL", | |
| "DKKL1", | |
| "DDX20", | |
| "H2BC6", | |
| "SKAP2", | |
| "OTOA", | |
| "PPY2P", | |
| "MCM10", | |
| "OR4P4", | |
| "PRR32", | |
| "OR10G4", | |
| "MARCHF5", | |
| "SPIN4", | |
| "IL25", | |
| "KC6", | |
| "OR5M1", | |
| "MGC12916", | |
| "KIR3DL1", | |
| "DEFB135", | |
| "OPN5", | |
| "DNAAF6", | |
| "OPN1SW", | |
| "BTF3", | |
| "ABCA13", | |
| "CRISP2", | |
| "ATP1B4", | |
| "KRT74", | |
| "OR2T2", | |
| "GRIPAP1", | |
| "DNA2", | |
| "KRTAP10-3", | |
| "ELP1", | |
| "C10orf95", | |
| "LOC154449", | |
| "DPP10", | |
| "TUBBP5", | |
| "RSPO2", | |
| "GOT1L1", | |
| "OR51I2", | |
| "CDKL4", | |
| "FAM221A", | |
| "SEC22C", | |
| "IL23R", | |
| "DEFA5", | |
| "SLC39A12", | |
| "BET1L", | |
| "OR2T3", | |
| "EML4", | |
| "COX6A2", | |
| "CHRNA10", | |
| "MYLK2", | |
| "LCE5A", | |
| "H3C11", | |
| "SNTB1", | |
| "LOC100129935", | |
| "CRYGD", | |
| "PI4KAP1", | |
| "GOLGA2P3Y", | |
| "DEFB109B", | |
| "KDM4E", | |
| "CALHM1", | |
| "FAM182A", | |
| "FAM209B", | |
| "GPR52", | |
| "OR56A1", | |
| "DLGAP2", | |
| "BOLL", | |
| "ELAPOR2", | |
| "SAPCD2", | |
| "ZNF295-AS1", | |
| "C1QTNF9B", | |
| "OR2M4", | |
| "OR10R2", | |
| "RLN3", | |
| "SRY", | |
| "FLJ13224", | |
| "OR7C1", | |
| "CDY2B", | |
| "FAM9A", | |
| "BFAR", | |
| "KRT14", | |
| "PDHA2", | |
| "OR2W1", | |
| "GDNF", | |
| "PRG1", | |
| "FKSG29", | |
| "GABRG2", | |
| "VSX1", | |
| "TUBAL3", | |
| "KRTAP10-8", | |
| "SRC", | |
| "LINC00159", | |
| "DPF1", | |
| "ABCB11", | |
| "LOC642846", | |
| "CXorf51A", | |
| "LINC00479", | |
| "TRHDE", | |
| "GPR149", | |
| "FAM47A", | |
| "MAP6D1", | |
| "KRTAP24-1", | |
| "TRIM55", | |
| "CT83", | |
| "EGR1", | |
| "CNGA3", | |
| "GPX5", | |
| "CCDC112", | |
| "LRRC3B", | |
| "TMEM30CP", | |
| "GLYATL3", | |
| "COX8C", | |
| "RRH", | |
| "ZNF648", | |
| "OR4N5", | |
| "OR4N4", | |
| "STK31", | |
| "VNN3P", | |
| "OR10G8", | |
| "NKAIN2", | |
| "RAB22A", | |
| "KRTAP10-10", | |
| "PENK", | |
| "ODAPH", | |
| "ITIH3", | |
| "POU3F3", | |
| "TPI1P3", | |
| "F7", | |
| "FGF4", | |
| "OR56A3", | |
| "DLX6", | |
| "H2AC14", | |
| "KRTAP4-11", | |
| "MGAM", | |
| "AADACL4", | |
| "SERPINB4", | |
| "SOX2-OT", | |
| "OR7G1", | |
| "GFI1B", | |
| "NCKIPSD", | |
| "HR", | |
| "CYP11B2", | |
| "GNG3", | |
| "OR2G2", | |
| "LGALS7B", | |
| "OR2M3", | |
| "ANKRD7", | |
| "LINC00523", | |
| "TRIML1", | |
| "NUTM1", | |
| "POU5F2", | |
| "CAGE1", | |
| "LINC00852", | |
| "OR2AG2", | |
| "C5orf52", | |
| "SMCR5", | |
| "HPX", | |
| "OR1A2", | |
| "CCDC15", | |
| "EIF3H", | |
| "OR10G2", | |
| "FAM74A4", | |
| "HEPACAM", | |
| "MPV17L", | |
| "CCDC78", | |
| "MRPL44", | |
| "SPINT4", | |
| "FBXO40", | |
| "KCNH1", | |
| "NLRP10", | |
| "GAB4", | |
| "LOC100133920", | |
| "GUCA2A", | |
| "S100A7A", | |
| "MYLK3", | |
| "CCL3L1", | |
| "GATA4", | |
| "TDRD5", | |
| "TECRL", | |
| "TAS2R7", | |
| "LEUTX", | |
| "BSDC1", | |
| "PAX4", | |
| "THNSL2", | |
| "ARHGEF35", | |
| "OR10T2", | |
| "ANKRD20A4P", | |
| "ERICH1", | |
| "ADGRF3", | |
| "UNC13C", | |
| "TTTY9B", | |
| "PASD1", | |
| "SETD9", | |
| "ACTL6B", | |
| "LINC02860", | |
| "C1orf146", | |
| "HEATR4", | |
| "SGCZ", | |
| "WNT16", | |
| "ABCA11P", | |
| "OR6K3", | |
| "H1-7", | |
| "TAS2R5", | |
| "TFDP3", | |
| "SERPINI2", | |
| "NXPE1", | |
| "LRRC26", | |
| "RHOXF2B", | |
| "IFT172", | |
| "CGB1", | |
| "COL19A1", | |
| "BHLHE23", | |
| "KLHL35", | |
| "SPZ1", | |
| "BTG4", | |
| "TRIM4", | |
| "OR6B1", | |
| "KRT25", | |
| "FPGT", | |
| "SPINK14", | |
| "LRRC74A", | |
| "SNORD67", | |
| "ZNF705A", | |
| "ATF3", | |
| "TRIM60", | |
| "SIDT2", | |
| "SLC43A2", | |
| "TEX15", | |
| "OR6C75", | |
| "DEFB125", | |
| "PHGDH", | |
| "TAS2R9", | |
| "TAS2R39", | |
| "GARIN4", | |
| "TTTY6B", | |
| "FMO3", | |
| "PLA2G4C", | |
| "SAMTOR", | |
| "DLK1", | |
| "CSTL1", | |
| "ADAM3A", | |
| "PTPRD", | |
| "HBM", | |
| "DUSP9", | |
| "TRPC7", | |
| "DAO", | |
| "TAFA4", | |
| "AGMO", | |
| "ZNF544", | |
| "FGG", | |
| "KCNJ9", | |
| "NOMO2", | |
| "C2orf15", | |
| "RPS10P7", | |
| "ZKSCAN8P1", | |
| "HDC", | |
| "TRPC3", | |
| "HPCA", | |
| "HSFX1", | |
| "PSG2", | |
| "MFSD13A", | |
| "SLC15A2", | |
| "TMEM68", | |
| "GTF2A1L", | |
| "NPC1L1", | |
| "C4BPA", | |
| "FAM9C", | |
| "S100P", | |
| "OLIG2", | |
| "G2E3", | |
| "HMGCS2", | |
| "OR2F2", | |
| "XKR9", | |
| "KLHL40", | |
| "SNORA67", | |
| "BPNT1", | |
| "SHOC1", | |
| "H1-1", | |
| "BTG2", | |
| "OR2L8", | |
| "VCPKMT", | |
| "OLIG3", | |
| "ADAMTS19", | |
| "PEDS1-UBE2V1", | |
| "LRRC8E", | |
| "IL5", | |
| "HMX1", | |
| "OR8I2", | |
| "SLC22A8", | |
| "CCDC90B", | |
| "EFCAB10", | |
| "GHRH", | |
| "SBK2", | |
| "FSHB", | |
| "CDRT15", | |
| "XAGE3", | |
| "GPR151", | |
| "ATP2B2", | |
| "ADAMTS5", | |
| "MRPL3", | |
| "KRT23", | |
| "IZUMO1", | |
| "SLC7A11", | |
| "NOBOX", | |
| "EPS15L1", | |
| "GPR37L1", | |
| "GMNN", | |
| "CPS1", | |
| "TLX1", | |
| "MEAK7", | |
| "C7orf57", | |
| "TNNI1", | |
| "PCDHB11", | |
| "CTCFL", | |
| "NBPF7P", | |
| "STMN4", | |
| "CIDEC", | |
| "PRDM13", | |
| "KDM4A", | |
| "ZNF367", | |
| "PLN", | |
| "ZG16", | |
| "MYO15A", | |
| "DYNLT5", | |
| "GTF2H2", | |
| "OMP", | |
| "LOC100130691", | |
| "SERPINB13", | |
| "GINS1", | |
| "LPAR3", | |
| "CHRM5", | |
| "SNORA50C", | |
| "SRR", | |
| "INS", | |
| "CA5A", | |
| "CEACAM7", | |
| "CD300LD-AS1", | |
| "KRTAP19-6", | |
| "RNASE8", | |
| "MSTN", | |
| "PSG11", | |
| "GNRHR", | |
| "NKAP", | |
| "C12orf54", | |
| "KLHDC7B", | |
| "OR13C3", | |
| "HTR3D", | |
| "NOS2", | |
| "LINC00471", | |
| "CFAP144P1", | |
| "RSPH14", | |
| "CALB1", | |
| "KRT82", | |
| "PANX3", | |
| "SNORA11E", | |
| "ZNF283", | |
| "SLC25A41", | |
| "COL6A4P1", | |
| "OR1D2", | |
| "SLC32A1", | |
| "OR13C9", | |
| "OOEP", | |
| "CDRT15P3", | |
| "CCDC60", | |
| "SNORA37", | |
| "SOX15", | |
| "LENEP", | |
| "INSL4", | |
| "POTEA", | |
| "APOB", | |
| "CYP26C1", | |
| "LIPN", | |
| "IGSF5", | |
| "OR56A5", | |
| "ALG1L1P", | |
| "OR51A7", | |
| "GDA", | |
| "CLLU1-AS1", | |
| "TTTY2", | |
| "OR12D3", | |
| "DAP3", | |
| "MOS", | |
| "H2BC13", | |
| "MIP", | |
| "UTS2", | |
| "PRAC1", | |
| "FGF5", | |
| "TEDDM1", | |
| "SLC18A2", | |
| "TRPA1", | |
| "LINC00114", | |
| "TBR1", | |
| "KRTAP12-4", | |
| "PWRN2", | |
| "ADAM21P1", | |
| "HYKK", | |
| "ARC", | |
| "SCGB1C1", | |
| "GTF2H2B", | |
| "OR6T1", | |
| "GPR20", | |
| "PPIAL4E", | |
| "GPR152", | |
| "OR51T1", | |
| "ZNF716", | |
| "SNORD1C", | |
| "SYCE2", | |
| "OR4M2", | |
| "KDELR1", | |
| "BMP15", | |
| "H4C12", | |
| "CEBPE", | |
| "TAS2R40", | |
| "CYP4F30P", | |
| "TEX26", | |
| "H3C8", | |
| "PLA2G2C", | |
| "GALR1", | |
| "GKN1", | |
| "OR10C1", | |
| "OR2A5", | |
| "C11orf65", | |
| "FAM187B", | |
| "CXADRP2", | |
| "MAP10", | |
| "NEUROG2", | |
| "ACOXL", | |
| "CYP4A22", | |
| "LINC00301", | |
| "PF4V1", | |
| "RFC5", | |
| "NXPE2", | |
| "OR6S1", | |
| "GPR143", | |
| "CXorf66", | |
| "EMILIN3", | |
| "OR5A2", | |
| "RFPL1", | |
| "UBE2Q1", | |
| "SHOX", | |
| "DEFB127", | |
| "ZNF735", | |
| "ATP6V1E2", | |
| "TEX55", | |
| "OR52B6", | |
| "GPR32", | |
| "ZNF502", | |
| "MBD4", | |
| "ADAM18", | |
| "INSRR", | |
| "CXorf58", | |
| "CTSF", | |
| "PER3P1", | |
| "CCDC185", | |
| "SNORA80E", | |
| "FSCB", | |
| "MCOLN2", | |
| "PRMT6", | |
| "DHX40P1", | |
| "HSP90AB2P", | |
| "LEFTY1", | |
| "HTR1A", | |
| "GGNBP1", | |
| "GSTT2", | |
| "STPG2", | |
| "RPL23AP32", | |
| "M1AP", | |
| "OR51B4", | |
| "OR3A1", | |
| "OR1L4", | |
| "SPAG6", | |
| "OR10H4", | |
| "SLC10A2", | |
| "FAM136BP", | |
| "C9orf152", | |
| "CDK18", | |
| "SNX32", | |
| "ZFP36", | |
| "OPN4", | |
| "GCG", | |
| "RHBDL3", | |
| "CALML5", | |
| "DNTTIP2", | |
| "LY6G6F", | |
| "LPIN1", | |
| "SLC5A12", | |
| "IFNW1", | |
| "SLC6A19", | |
| "POU4F3", | |
| "TMPRSS15", | |
| "H4C1", | |
| "LRTM1", | |
| "GPR89B", | |
| "SLC22A13", | |
| "SLC22A11", | |
| "EPS8L3", | |
| "PXDNL", | |
| "PSG9", | |
| "ANO9", | |
| "LALBA", | |
| "GAGE2D", | |
| "NRG1", | |
| "SLC29A3", | |
| "IK", | |
| "MYOZ1", | |
| "SLC13A4", | |
| "GSG1L", | |
| "MMP26", | |
| "THADA", | |
| "LRRC30", | |
| "PGA4", | |
| "TRIM64", | |
| "TTTY6", | |
| "DRAM2", | |
| "ZAN", | |
| "CNNM1", | |
| "F11", | |
| "SERPINA13P", | |
| "TCHHL1", | |
| "RAX2", | |
| "MT1B", | |
| "OPRM1", | |
| "PNKD", | |
| "LPA", | |
| "TMPRSS11D", | |
| "HCG9", | |
| "SYT10", | |
| "OR7A10", | |
| "KRT6B", | |
| "NCAM2", | |
| "C9orf57", | |
| "MTNR1B", | |
| "FAM138E", | |
| "CHAC2", | |
| "FABP12", | |
| "SNORA55", | |
| "SEMG1", | |
| "SCARNA18", | |
| "SNORA58", | |
| "ACCSL", | |
| "UGT2B10", | |
| "SP9", | |
| "PROP1", | |
| "IL1RAPL1", | |
| "PAGE2B", | |
| "SCARNA14", | |
| "OR5B2", | |
| "OR13G1", | |
| "H3C7", | |
| "HBA1", | |
| "CLTRN", | |
| "RBP3", | |
| "FKBP1AP1", | |
| "DLX5", | |
| "TFAMP1", | |
| "CCNQP1", | |
| "ART5", | |
| "NUTM2G", | |
| "VN1R5", | |
| "NHLH2", | |
| "IFNL3", | |
| "NEK5", | |
| "LINC02915", | |
| "SLC35A2", | |
| "CNTNAP5", | |
| "PCA3", | |
| "FMO4", | |
| "H2BC26", | |
| "MTFMT", | |
| "FAM210B", | |
| "HES5", | |
| "AKR1B15", | |
| "ZPBP", | |
| "SPACA7", | |
| "LOC344967", | |
| "IFNA17", | |
| "RIPPLY2", | |
| "IFNA14", | |
| "LOC392196", | |
| "TPSD1", | |
| "TBC1D21", | |
| "OR6C2", | |
| "UCP2", | |
| "ACTN3", | |
| "TSGA13", | |
| "UNCX", | |
| "C17orf100", | |
| "OR5H1", | |
| "FLNB", | |
| "LCN15", | |
| "ANGPTL7", | |
| "TBC1D3", | |
| "CLDN20", | |
| "OR2T6", | |
| "CERK", | |
| "WDR41", | |
| "VWC2L", | |
| "UGT1A8", | |
| "FTX", | |
| "TKT", | |
| "PRSS38", | |
| "MC2R", | |
| "PROX2", | |
| "OR6C1", | |
| "MRPL42P5", | |
| "KIF25", | |
| "KRT6A", | |
| "SPDYE8", | |
| "LRFN5", | |
| "PDE1C", | |
| "CCL1", | |
| "SCX", | |
| "SLC22A12", | |
| "NXF2B", | |
| "H4C3", | |
| "FAM74A3", | |
| "COMMD8", | |
| "TAS2R8", | |
| "LCN9" | |
| ], | |
| "Coefficient": [ | |
| -3.013293423109291, | |
| 2.4316942804402, | |
| -2.211615479199736, | |
| 2.180200677772341, | |
| -2.1483169388463175, | |
| -2.1170875577778605, | |
| 2.0646853331612136, | |
| -1.9714104675341564, | |
| 1.8870361591092364, | |
| 1.7791170363322004, | |
| -1.7713955304136488, | |
| -1.7504227542443918, | |
| 1.7362525197934977, | |
| -1.718638871387011, | |
| 1.6957505656068028, | |
| 1.6946756855659337, | |
| -1.6416216691087218, | |
| 1.6209428525654013, | |
| -1.606497840044303, | |
| -1.5991811686460857, | |
| -1.5707887951255692, | |
| -1.5642696528873736, | |
| 1.5540111690752942, | |
| 1.5207707886277282, | |
| -1.5002949731223443, | |
| 1.4878086266914528, | |
| 1.477924374611544, | |
| -1.4764957200309967, | |
| -1.424497734908002, | |
| -1.4204871236099479, | |
| -1.4200001675714058, | |
| 1.4008074481705561, | |
| 1.386412883069418, | |
| -1.3763500719949442, | |
| -1.3703255701533246, | |
| -1.3678272152977335, | |
| 1.3640054282350864, | |
| 1.3416854762350352, | |
| 1.3392547526557048, | |
| 1.328239865340234, | |
| -1.319771355320161, | |
| 1.297389449136711, | |
| 1.288495116107039, | |
| 1.278526540144075, | |
| 1.2780145913666558, | |
| 1.2534558130931, | |
| -1.2427936036508458, | |
| -1.2372254608482731, | |
| 1.2297023469802624, | |
| -1.2059888432192003, | |
| 1.1977072155980721, | |
| 1.1959251574177, | |
| -1.192220483661003, | |
| -1.1815306125943883, | |
| 1.1814613834904664, | |
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| 9.742502171376103e-05 | |
| ], | |
| "Absolute Coefficient": [ | |
| 3.013293423109291, | |
| 2.4316942804402, | |
| 2.211615479199736, | |
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| 2.1483169388463175, | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 89.64912280701753, | |
| "precision": 89.64912280701753, | |
| "recall": 100.0, | |
| "f1": 94.46174957704093 | |
| }, | |
| "selection": { | |
| "precision": 0.5882740379101515, | |
| "recall": 3.619047619047619, | |
| "f1": 1.011892347607963, | |
| "jaccard": 0.5096980889166821 | |
| } | |
| } | |
| } |