Discovery and analysis of methylation quantitative trait loci (mQTLs) mapping to novel osteoarthritis genetic risk signals

被引:39
|
作者
Rice, S. J. [1 ]
Cheung, K. [1 ,2 ]
Reynard, L. N. [1 ]
Loughlin, J. [1 ]
机构
[1] Newcastle Univ, Inst Genet Med, Newcastle Upon Tyne, Tyne & Wear, England
[2] Newcastle Univ, Bioinformat Support Unit, Newcastle Upon Tyne, Tyne & Wear, England
基金
英国医学研究理事会;
关键词
DNA methylation; Genetic risk; SNPs; Gene expression; UBIQUITIN LIGASE; CPG METHYLATION; SUSCEPTIBILITY; EXPRESSION; BINDING;
D O I
10.1016/j.joca.2019.05.017
中图分类号
R826.8 [整形外科学]; R782.2 [口腔颌面部整形外科学]; R726.2 [小儿整形外科学]; R62 [整形外科学(修复外科学)];
学科分类号
摘要
Objective: Osteoarthritis (OA) is polygenic with over 90 independent genome-wide association loci so far reported. A key next step is the identification of target genes and the molecular mechanisms through which this genetic risk operates. The majority of OA risk-conferring alleles are predicted to act by modulating gene expression. DNA methylation at CpG dinucleotides may be a functional conduit through which this occurs and is detectable by mapping methylation quantitative trait loci, or mQTLs. This approach can therefore provide functional insight into OA risk and will prioritize genes for subsequent investigation. That was our goal, with a focus on the largest set of OA loci yet to be reported. Method: We investigated DNA methylation, genotype and RNA sequencing data derived from the cartilage of patients who had undergone arthroplasty and combined this with in silico analyses of expression quantitative trait loci, epigenomes and chromatin interactions. Results: We investigated 42 OA risk loci and in ten of these we identified 24 CpGs in which methylation correlated with genotype (false discovery rate (FDR) P-values ranging from 0.049 to 1.73x10(-25)). In silico analyses of these mQTLs prioritised genes and regulatory elements at the majority of the ten loci, with COLGALT2 (encoding a collagen galactosyltransferase), COL11A2 (encoding a polypeptide chain of type XI collagen) and WWP2 (encoding a ubiquitin ligase active during chondrogenesis) emerging as particularly compelling target genes. Conclusion: We have highlighted the pivotal role of DNA methylation as a link between genetic risk and OA and prioritized genes for further investigation. (C) 2019 The Author(s). Published by Elsevier Ltd on behalf of Osteoarthritis Research Society International.
引用
收藏
页码:1545 / 1556
页数:12
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