Variable expression quantitative trait loci analysis of breast cancer risk variants

被引:7
|
作者
Wiggins, George A. R. [1 ]
Black, Michael A. [2 ]
Dunbier, Anita [2 ]
Merriman, Tony R. [2 ]
Pearson, John F. [1 ,3 ]
Walker, Logan C. [1 ]
机构
[1] Univ Otago, Dept Pathol & Biomed Sci, Christchurch, New Zealand
[2] Univ Otago, Dept Biochem, Dunedin, New Zealand
[3] Univ Otago, Biostat & Computat Biol Unit, Christchurch, New Zealand
关键词
GENOME-WIDE ASSOCIATION; BODY-MASS INDEX; GENE-EXPRESSION; SUSCEPTIBILITY LOCI; EQTL ANALYSIS; VARIABILITY; FTO; PACKAGE; OBESITY;
D O I
10.1038/s41598-021-86690-5
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
引用
收藏
页数:10
相关论文
共 50 条
  • [41] Comprehensive promoter level expression quantitative trait loci analysis of the human frontal lobe
    Blauwendraat, Cornelis
    Francescatto, Margherita
    Gibbs, J. Raphael
    Jansen, Iris E.
    Simon-Sanchez, Javier
    Hernandez, Dena G.
    Dillman, Allissa A.
    Singleton, Andrew B.
    Cookson, Mark R.
    Rizzu, Patrizia
    Heutink, Peter
    GENOME MEDICINE, 2016, 8
  • [42] Genome-Wide Expression Quantitative Trait Loci Analysis Using Mixed Models
    Lee, Chaeyoung
    FRONTIERS IN GENETICS, 2018, 9
  • [43] Genome-Wide Haplotype Analysis of Cis Expression Quantitative Trait Loci in Monocytes
    Garnier, Sophie
    Vinh Truong
    Brocheton, Jessy
    Zeller, Tanja
    Rovital, Maxime
    Wild, Philipp S.
    Ziegler, Andreas
    Munzel, Thomas
    Tiret, Laurence
    Blankenberg, Stefan
    Deloukas, Panos
    Erdmann, Jeannette
    Hengstenberg, Christian
    Samani, Nilesh J.
    Schunkert, Heribert
    Ouwehand, Willem H.
    Goodall, Alison H.
    Cambien, Francois
    Tregouet, David-Alexandre
    PLOS GENETICS, 2013, 9 (01):
  • [44] Statistical methods for expression quantitative trait loci (eQTL) mapping
    Kendziorski, CM
    Chen, M
    Yuan, M
    Lan, H
    Attie, AD
    BIOMETRICS, 2006, 62 (01) : 19 - 27
  • [45] Proximity model for expression quantitative trait loci (eQTL) detection
    Gelfond, Jonathan A. L.
    Ibrahim, Joseph G.
    Zou, Fei
    BIOMETRICS, 2007, 63 (04) : 1108 - 1116
  • [46] Expression Quantitative Trait Loci Analysis Identifies Associations Between Genotype and Gene Expression in Human Intestine
    Kabakchiev, Boyko
    Silverberg, Mark S.
    GASTROENTEROLOGY, 2013, 144 (07) : 1488 - U284
  • [47] Placental expression quantitative trait loci in an East Asian population
    Choi, Jaeyong
    Lee, Seung Mi
    Norwitz, Errol R.
    Kim, Ji Hoi
    Jung, Young Mi
    Park, Chan-Wook
    Jun, Jong Kwan
    Lee, Dakyung
    Jin, Yongjoon
    Kim, Sookyung
    Cha, Bukyoung
    Park, Joong Shin
    Kim, Jong-Il
    HUMAN GENETICS AND GENOMICS ADVANCES, 2024, 5 (02):
  • [48] Bayesian Partition Models for Identifying Expression Quantitative Trait Loci
    Jiang, Bo
    Liu, Jun S.
    JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2015, 110 (512) : 1350 - 1361
  • [49] Identification of expression quantitative trait loci of RPTOR for susceptibility to glioma
    Huang, Liming
    Xu, Wenshen
    Yan, Danfang
    Dai, Lian
    Shi, Xi
    TUMOR BIOLOGY, 2016, 37 (02) : 2305 - 2311
  • [50] Genetic variants associated with breast size also influence breast cancer risk
    Eriksson, Nicholas
    Benton, Geoffrey M.
    Do, Chuong B.
    Kiefer, Amy K.
    Mountain, Joanna L.
    Hinds, David A.
    Francke, Uta
    Tung, Joyce Y.
    BMC MEDICAL GENETICS, 2012, 13