Title: Integrated genome-wide association, coexpression network, and expression single nucleotide polymorphism analysis identifies novel pathway in allergic rhinitis.
Authors: Bunyavanich, Supinda; Schadt, Eric E; Himes, Blanca E; Lasky-Su, Jessica; Qiu, Weiliang; Lazarus, Ross; Ziniti, John P; Cohain, Ariella; Linderman, Michael; Torgerson, Dara G; Eng, Celeste S; Pino-Yanes, Maria; Padhukasahasram, Badri; Yang, James J; Mathias, Rasika A; Beaty, Terri H; Li, Xingnan; Graves, Penelope; Romieu, Isabelle; Navarro, Blanca del Rio; Salam, M Towhid; Vora, Hita; Nicolae, Dan L; Ober, Carole; Martinez, Fernando D; Bleecker, Eugene R; Meyers, Deborah A; Gauderman, W James; Gilliland, Frank; Burchard, Esteban G; Barnes, Kathleen C; Williams, L Keoki; London, Stephanie J; Zhang, Bin; Raby, Benjamin A; Weiss, Scott T
Published In BMC Med Genomics, (2014 Aug 02)
Abstract: Allergic rhinitis is a common disease whose genetic basis is incompletely explained. We report an integrated genomic analysis of allergic rhinitis.We performed genome wide association studies (GWAS) of allergic rhinitis in 5633 ethnically diverse North American subjects. Next, we profiled gene expression in disease-relevant tissue (peripheral blood CD4+ lymphocytes) collected from subjects who had been genotyped. We then integrated the GWAS and gene expression data using expression single nucleotide (eSNP), coexpression network, and pathway approaches to identify the biologic relevance of our GWAS.GWAS revealed ethnicity-specific findings, with 4 genome-wide significant loci among Latinos and 1 genome-wide significant locus in the GWAS meta-analysis across ethnic groups. To identify biologic context for these results, we constructed a coexpression network to define modules of genes with similar patterns of CD4+ gene expression (coexpression modules) that could serve as constructs of broader gene expression. 6 of the 22 GWAS loci with P-value ≤ 1x10-6 tagged one particular coexpression module (4.0-fold enrichment, P-value 0.0029), and this module also had the greatest enrichment (3.4-fold enrichment, P-value 2.6 × 10-24) for allergic rhinitis-associated eSNPs (genetic variants associated with both gene expression and allergic rhinitis). The integrated GWAS, coexpression network, and eSNP results therefore supported this coexpression module as an allergic rhinitis module. Pathway analysis revealed that the module was enriched for mitochondrial pathways (8.6-fold enrichment, P-value 4.5 × 10-72).Our results highlight mitochondrial pathways as a target for further investigation of allergic rhinitis mechanism and treatment. Our integrated approach can be applied to provide biologic context for GWAS of other diseases.
PubMed ID: 25085501
MeSH Terms: Adolescent; Adult; Aged; Aged, 80 and over; CD4-Positive T-Lymphocytes/metabolism; Child; Child, Preschool; Female; Gene Regulatory Networks*; Genetic Loci/genetics; Genome-Wide Association Study*; Genomics/methods*; Genotype; Humans; Male; Middle Aged; Polymorphism, Single Nucleotide*; Rhinitis, Allergic/genetics*; Rhinitis, Allergic/immunology; Young Adult