Abstract | BACKGROUND: Genome-wide association studies have identified loci influencing circulating lipid concentrations in humans; further information on novel contributing genes, pathways, and biology may be gained through studies of epigenetic modifications. METHODS AND RESULTS: To identify epigenetic changes associated with lipid concentrations, we assayed genome-wide DNA methylation at cytosine- guanine dinucleotides (CpGs) in whole blood from 2306 individuals from 2 population-based cohorts, with replication of findings in 2025 additional individuals. We identified 193 CpGs associated with lipid levels in the discovery stage (P<1.08E-07) and replicated 33 (at Bonferroni-corrected P<0.05), including 25 novel CpGs not previously associated with lipids. Genes at lipid-associated CpGs were enriched in lipid and amino acid metabolism processes. A differentially methylated locus associated with triglycerides and high-density lipoprotein cholesterol (HDL-C; cg27243685; P=8.1E-26 and 9.3E-19) was associated with cis-expression of a reverse cholesterol transporter (ABCG1; P=7.2E-28) and incident cardiovascular disease events (hazard ratio per SD increment, 1.38; 95% confidence interval, 1.15-1.66; P=0.0007). We found significant cis-methylation quantitative trait loci at 64% of the 193 CpGs with an enrichment of signals from genome-wide association studies of lipid levels (PTC=0.004, PHDL-C=0.008 and Ptriglycerides=0.00003) and coronary heart disease (P=0.0007). For example, genome-wide significant variants associated with low-density lipoprotein cholesterol and coronary heart disease at APOB were cis-methylation quantitative trait loci for a low-density lipoprotein cholesterol-related differentially methylated locus. CONCLUSIONS: We report novel associations of DNA methylation with lipid levels, describe epigenetic mechanisms related to previous genome-wide association studies discoveries, and provide evidence implicating epigenetic regulation of reverse cholesterol transport in blood in relation to occurrence of cardiovascular disease events.
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Authors | Åsa K Hedman, Michael M Mendelson, Riccardo E Marioni, Stefan Gustafsson, Roby Joehanes, Marguerite R Irvin, Degui Zhi, Johanna K Sandling, Chen Yao, Chunyu Liu, Liming Liang, Tianxiao Huan, Allan F McRae, Serkalem Demissie, Sonia Shah, John M Starr, L Adrienne Cupples, Panos Deloukas, Timothy D Spector, Johan Sundström, Ronald M Krauss, Donna K Arnett, Ian J Deary, Lars Lind, Daniel Levy, Erik Ingelsson |
Journal | Circulation. Cardiovascular genetics
(Circ Cardiovasc Genet)
Vol. 10
Issue 1
(Jan 2017)
ISSN: 1942-3268 [Electronic] United States |
PMID | 28213390
(Publication Type: Journal Article)
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Copyright | © 2017 The Authors. |
Chemical References |
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Topics |
- Aged
- Biomarkers
(blood)
- Coronary Disease
(blood, diagnosis, epidemiology, genetics)
- CpG Islands
- Cross-Sectional Studies
- DNA Methylation
- Dyslipidemias
(blood, diagnosis, epidemiology, genetics)
- Epigenesis, Genetic
- Epigenomics
(methods)
- Europe
(epidemiology)
- Female
- Genetic Predisposition to Disease
- Genome-Wide Association Study
- Humans
- Incidence
- Lipid Metabolism
(genetics)
- Lipids
(blood)
- Male
- Metabolomics
(methods)
- Middle Aged
- Phenotype
- Prognosis
- Prospective Studies
- Quantitative Trait Loci
- Risk Assessment
- Risk Factors
- United States
(epidemiology)
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