Pathway analysis of genome-wide association studies on rheumatoid arthritis

G. G. Song, S. C. Bae, Y. H. Lee

    Research output: Contribution to journalArticlepeer-review

    10 Citations (Scopus)

    Abstract

    Objectives: The aims of this study were to identify candidate single nucleotide polymorphisms (SNPs) and candidate mechanisms of RA and generate hypotheses for SNP → gene → pathways. Methods: We used a meta-analysis dataset of rheumatoid arthritis (RA) genome-wide association studies (GWAS) which included 2,554,714 SNPs in 5,539 RA cases and 20,169 controls of European descent. ICSNPathway (Identify candidate Causal SNPs and Pathways) analysis was applied to the meta-analysis results of the RA GWAS dataset. Results: ICSNPathway analysis identified 49 candidate SNPs included in 37 candidate pathways. The top 5 candidate causal SNPs, rs1063478 (p=5.40E-09), rs 375256 (p=3.44E-09), rs365066 (p=3.60E-30), rs2581 (p=2.7E-25), and rs1059510 (p=2.52E-06) were all at human leukocyte antigen (HLA) loci. These candidate SNPs and pathways provided 22 hypothetical biological mechanisms. The most strongly associated pathway concerned HLA: rs1063478 alters the role of HLA-DMA in the context of the pathway of antigen processing and presentation of peptide antigen. ICSNPathway analysis identified two candidate non-HLA SNPs included in ten candidate pathways, which provided two hypothetical biological mechanisms. First, rs2476601 alters the role of protein tyrosine phosphatase non-receptor 22 (PTPN22) in the context of immune response-activation cell surface receptor signalling pathway, and, rs2230926 alters the role of tumour necrosis factor-alpha-induced protein 3 (TNFAIP3) in the context of the CD40L signalling pathway. Conclusion: The application of ICSNPathway analysis to the meta-analysis results of RA GWAS datasets indicated candidate SNPs and pathways involving HLA-DMA, PTPN22, and TNAIP3 associated with RA susceptibility.

    Original languageEnglish
    Pages (from-to)566-574
    Number of pages9
    JournalClinical and experimental rheumatology
    Volume31
    Issue number4
    Publication statusPublished - 2013

    Keywords

    • GWAS
    • Meta-analysis
    • Pathway-based analysis
    • Rheumatoid arthritis

    ASJC Scopus subject areas

    • Rheumatology
    • Immunology and Allergy
    • Immunology

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