Global Analysis of DNA Methylation Variation in Adipose Tissue from Twins Reveals Links to Disease-Associated Variants in Distal Regulatory Elements

被引:281
作者
Grundberg, Elin [1 ,2 ]
Meduri, Eshwar [1 ,2 ]
Sandling, Johanna K. [1 ,10 ,11 ]
Hedman, Asa K. [3 ]
Keildson, Sarah [3 ]
Buil, Alfonso [4 ,5 ]
Busche, Stephan [6 ,7 ]
Yuan, Wei [2 ]
Nisbet, James [1 ]
Sekowska, Magdalena [1 ]
Wilk, Alicja [1 ]
Barrett, Amy [8 ]
Small, Kerrin S. [2 ]
Ge, Bing [6 ,7 ]
Caron, Maxime [6 ,7 ]
Shin, So-Youn [1 ]
Lathrop, Mark [6 ,7 ]
Dermitzakis, Emmanouil T. [4 ,5 ]
McCarthy, Mark I. [3 ,8 ,9 ]
Spector, Timothy D. [2 ]
Bell, Jordana T. [2 ]
Deloukas, Panos [1 ,12 ]
机构
[1] Wellcome Trust Sanger Inst, Hinxton CB10 1SA, Cambs, England
[2] Kings Coll London, Dept Twin Res & Genet Epidemiol, London SE1 7EH, England
[3] Univ Oxford, Wellcome Trust Ctr Human Genet, Oxford OX3 7BN, England
[4] Univ Geneva, Sch Med, Dept Genet Med & Dev, CH-1211 Geneva, Switzerland
[5] Univ Geneva, Sch Med, Inst Genet & Genom Geneva, CH-1211 Geneva, Switzerland
[6] McGill Univ, Dept Human Genet, Montreal, PQ H3A 1A5, Canada
[7] McGill Univ, Genome Quebec Innovat Ctr, Montreal, PQ H3A 1A5, Canada
[8] Univ Oxford, Churchill Hosp, Oxford Ctr Diabet Endocrinol & Metab, Oxford OX3 7LJ, England
[9] Churchill Hosp, NIHR Oxford Biomed Res Ctr, Oxford OX3 7LE, England
[10] Uppsala Univ, Dept Med Sci, S-75185 Uppsala, Sweden
[11] Uppsala Univ, Sci Life Lab, S-75123 Uppsala, Sweden
[12] Queen Mary Univ London, Barts & London Sch Med & Dent, William Harvey Res Inst, London EC1M 6BQ, England
基金
加拿大健康研究院; 美国国家卫生研究院; 欧洲研究理事会; 英国惠康基金; 瑞典研究理事会;
关键词
GENOME-WIDE ASSOCIATION; CPG ISLAND SHORES; GENE-EXPRESSION; MOUSE GENOME; SNP ANALYSIS; SEQUENCE; PATTERNS; LOCI; RESOLUTION; METHYLOME;
D O I
10.1016/j.ajhg.2013.10.004
中图分类号
Q3 [遗传学];
学科分类号
071007 [遗传学];
摘要
Epigenetic modifications such as DNA methylation play a key role in gene regulation and disease susceptibility. However, little is known about the genome-wide frequency, localization, and function of methylation variation and how it is regulated by genetic and environmental factors. We utilized the Multiple Tissue Human Expression Resource (MuTHER) and generated Illumina 450K adipose methylome data from 648 twins. We found that individual CpGs had low variance and that variability was suppressed in promoters. We noted that DNA methylation variation was highly heritable (h(median)(2) = 0.34) and that shared environmental effects correlated with metabolic phenotype-associated CpGs. Analysis of methylation quantitative-trait loci (metQTL) revealed that 28% of CpGs were associated with nearby SNPs, and when overlapping them with adipose expression quantitative-trait loci (eQTL) from the same individuals, we found that 6% of the loci played a role in regulating both gene expression and DNA methylation. These associations were bidirectional, but there were pronounced negative associations for promoter CpGs. Integration of metQTL with adipose reference epigenomes and disease associations revealed significant enrichment of metQTL overlapping metabolic-trait or disease loci in enhancers (the strongest effects were for high-density lipoprotein cholesterol and body mass index [BMI]). We followed up with the BMI SNP rs713586, a cg01884057 metQTL that overlaps an enhancer upstream of ADCY3, and used bisulphite sequencing to refine this region. Our results showed widespread population invariability yet sequence dependence on adipose DNA methylation but that incorporating maps of regulatory elements aid in linking CpG variation to gene regulation and disease risk in a tissue-dependent manner.
引用
收藏
页码:876 / 890
页数:15
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