Variable expression quantitative trait loci analysis of breast cancer risk variants
G. A. Wiggins, M. A. Black, A. Dunbier, T. Merriman, J. Pearson, L. C. Walker
Abstract
Genome wide association studies (GWAS) have identified more than 180 variants associated with breast cancer risk, however the underlying functional mechanisms and biological pathways which confer disease susceptibility remain largely unknown. As gene expression traits are under genetic regulation we hypothesise that differences in gene expression variability may identify causal breast cancer susceptibility genes. We performed variable expression quantitative trait loci (veQTL) analysis using tissue-specific expression data from the Genotype-Tissue Expression (GTEx) Common Fund Project. veQTL analysis identified 70 associations (p < 5x10-8) consisting of 60 genes and 27 breast cancer risk variants, including 55 veQTL that were observed in breast tissue only. Pathway analysis of genes associated with breast-specific veQTL revealed an enrichment of four genes (CYP11B1, CYP17A1 HSD3B2 and STAR) involved in the C21-steroidal biosynthesis pathway that converts cholesterol to breast-related hormones (e.g. oestrogen). Each of these four genes were significantly more variable in individuals homozygous for rs11075995 (A/A) breast cancer risk allele located in the FTO gene, which encodes an RNA demethylase. The A/A allele was also found associated with reduced expression of FTO, suggesting an epi-transcriptomic mechanism may underlie the dysregulation of genes involved in hormonal biosynthesis leading to an increased risk of breast cancer. These findings provide evidence that genetic variants govern high levels of expression variance in breast tissue, thus building a more comprehensive insight into the underlying biology of breast cancer risk loci.
02 /Specification & Classification
Click any tag to browse matching papersReproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Germline Allelic Expression of Genes at 17q22 Locus Associates with Risk of Breast Cancer
Filipa Esteves, Joana M. Xavier, … Ana-Teresa Maia·European Journal of CancerPeer-reviewed·Jun 27, 2022
- Mapping of cis-regulatory variants by differential allelic expression analysis identifies candidate causal variants and target genes of 41 breast cancer risk loci
Joana M. Xavier, Ramiro Magno, … Ana-Teresa Maia·medRxiv·Mar 8, 2022
- Fine-mapping of 150 breast cancer risk regions identifies 178 high confidence target genes
GEMO Study Collaborators, Laura Fachal, … Peter Andreas Fasching·Nature GeneticsPeer-reviewed·Jan 1, 2020
- Cis- and trans-eQTL TWAS of breast and ovarian cancer identify more than 100 risk associated genes in the BCAC and OCAC consortia
S. Taylor Head, Felipe Segato Dezem, … Michael P. Epstein·bioRxiv·Nov 9, 2023
- Association of Gene Variant Type and Location with Breast Cancer Risk in the General Population
Mwangala P. Akamandisa, Nicholas James Boddicker, … Katherine L. Nathanson·Annals of OncologyPeer-reviewed·Apr 25, 2025
- High-throughput allelic expression imbalance analyses identify candidate breast cancer risk genes
Mahdi Moradi Marjaneh, Haran Sivakumaran, … Juliet D. French·bioRxiv·Jan 16, 2019