Integrative functional genomics identifies regulatory genetic variant modulating RAB31 expression and altering susceptibility to breast cancer

Mol Carcinog. 2018 Dec;57(12):1845-1854. doi: 10.1002/mc.22902. Epub 2018 Sep 19.

Abstract

Despite the successes of genome-wide association study (GWAS) in identifying breast cancer (BC) risk-associated variants, only a small fraction of the heritability can be explained. The greatest challenge in the post-GWAS is to identify causal variants and underlying mechanisms responsible for BC susceptibility. In this study, we integrated functional genomic data from ENCODE ChIP-seq, ANNOVAR, and the TRANSFAC matrix to identify potentially regulatory variants with modulating FOXA1-binding affinity across the whole genome, and then conducted a two-stage case-control study including 2164 cases and 2382 controls to investigate the associations between candidate SNPs and BC susceptibility. We identified a BC susceptibility SNP, rs6506689 G>T, with an odds ratio (OR) of 1.23 (95% confidence interval = 1.07-1.40, P = 0.003) under a dominant model in the combined study. Biological assays indicated that the germline G>T variation at rs6506689 creates a FOXA1-binding site and up-regulates the expression of RAB31, thus playing an important role in the development of BC. Our results highlight the importance of regulatory genetic variants in the development of BC by influencing TF-DNA interaction and provide critical insights to pinpoint causal genetic variants.

Keywords: FOXA1; breast cancer; regulatory mechanism; single nucleotide polymorphisms.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Binding Sites
  • Breast Neoplasms / genetics*
  • Case-Control Studies
  • Cell Line, Tumor
  • Female
  • Gene Expression Profiling / methods*
  • Genetic Association Studies / methods*
  • Genetic Predisposition to Disease
  • Germ-Line Mutation*
  • Hepatocyte Nuclear Factor 3-alpha / metabolism
  • Humans
  • MCF-7 Cells
  • Odds Ratio
  • Polymorphism, Single Nucleotide*
  • Sequence Analysis, RNA / methods
  • rab GTP-Binding Proteins / chemistry
  • rab GTP-Binding Proteins / genetics*
  • rab GTP-Binding Proteins / metabolism

Substances

  • FOXA1 protein, human
  • Hepatocyte Nuclear Factor 3-alpha
  • RAB31 protein, human
  • rab GTP-Binding Proteins