Combining omics data to identify genes associated with allergic rhinitis

Clin Epigenetics. 2017 Jan 18:9:3. doi: 10.1186/s13148-017-0310-1. eCollection 2017.

Abstract

Allergic rhinitis is a common chronic disorder characterized by immunoglobulin E-mediated inflammation. To identify new genes associated with this trait, we performed genome- and epigenome-wide association studies and linked marginally significant CpGs located in genes or its promoter and SNPs located 1 Mb from the CpGs, by identifying cis methylation quantitative trait loci (mQTL). This approach relies on functional cellular aspects rather than stringent statistical correction. We were able to identify one gene with significant cis-mQTL for allergic rhinitis, caudal-type homeobox 1 (CDX1). We also identified 11 genes with marginally significant cis-mQTLs (p < 0.05) including one with both allergic rhinitis with or without asthma (RNF39). Moreover, most SNPs identified were not located closest to the gene they were linked to through cis-mQTLs counting the one linked to CDX1 located in a gene previously associated with asthma and atopic dermatitis. By combining omics data, we were able to identify new genes associated with allergic rhinitis and better assess the genes linked to associated SNPs.

Keywords: Allergic rhinitis; Asthma; EWAS; GWAS; Omics; mQTLs.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adolescent
  • Adult
  • Aged
  • Aged, 80 and over
  • Asthma / genetics
  • Child
  • Child, Preschool
  • CpG Islands
  • Epigenesis, Genetic
  • Female
  • Genetic Predisposition to Disease
  • Genome-Wide Association Study / methods
  • Homeodomain Proteins / genetics*
  • Humans
  • Immediate-Early Proteins / genetics*
  • Infant
  • Male
  • Middle Aged
  • Polymorphism, Single Nucleotide
  • Quantitative Trait Loci
  • Rhinitis, Allergic / genetics*
  • Young Adult

Substances

  • CDX1 protein, human
  • Homeodomain Proteins
  • Immediate-Early Proteins
  • RNF39 protein, human

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