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  5. DNA methylation and lipid metabolism: an EWAS of 226 metabolic measures

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Article
en
2021

DNA methylation and lipid metabolism: an EWAS of 226 metabolic measures

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en
2021
Vol 13 (1)
Vol. 13
DOI: 10.1186/s13148-020-00957-8

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Paul M Ridker
Paul M Ridker

Harvard University

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Monica Del C. Gomez-Alonso
Anja Kretschmer
Rory Wilson
+28 more

Abstract

Abstract Background The discovery of robust and trans-ethnically replicated DNA methylation markers of metabolic phenotypes, has hinted at a potential role of epigenetic mechanisms in lipid metabolism. However, DNA methylation and the lipid compositions and lipid concentrations of lipoprotein sizes have been scarcely studied. Here, we present an epigenome-wide association study (EWAS) ( N = 5414 total) of mostly lipid-related metabolic measures, including a fine profiling of lipoproteins. As lipoproteins are the main players in the different stages of lipid metabolism, examination of epigenetic markers of detailed lipoprotein features might improve the diagnosis, prognosis, and treatment of metabolic disturbances. Results We conducted an EWAS of leukocyte DNA methylation and 226 metabolic measurements determined by nuclear magnetic resonance spectroscopy in the population-based KORA F4 study ( N = 1662) and replicated the results in the LOLIPOP, NFBC1966, and YFS cohorts ( N = 3752). Follow-up analyses in the discovery cohort included investigations into gene transcripts, metabolic-measure ratios for pathway analysis, and disease endpoints. We identified 161 associations ( p value < 4.7 × 10 −10 ), covering 16 CpG sites at 11 loci and 57 metabolic measures. Identified metabolic measures were primarily medium and small lipoproteins, and fatty acids. For apolipoprotein B-containing lipoproteins, the associations mainly involved triglyceride composition and concentrations of cholesterol esters, triglycerides, free cholesterol, and phospholipids. All associations for HDL lipoproteins involved triglyceride measures only. Associated metabolic measure ratios, proxies of enzymatic activity, highlight amino acid, glucose, and lipid pathways as being potentially epigenetically implicated. Five CpG sites in four genes were associated with differential expression of transcripts in blood or adipose tissue. CpG sites in ABCG1 and PHGDH showed associations with metabolic measures, gene transcription, and metabolic measure ratios and were additionally linked to obesity or previous myocardial infarction, extending previously reported observations. Conclusion Our study provides evidence of a link between DNA methylation and the lipid compositions and lipid concentrations of different lipoprotein size subclasses, thus offering in-depth insights into well-known associations of DNA methylation with total serum lipids. The results support detailed profiling of lipid metabolism to improve the molecular understanding of dyslipidemia and related disease mechanisms.

How to cite this publication

Monica Del C. Gomez-Alonso, Anja Kretschmer, Rory Wilson, Liliane Pfeiffer, Ville Karhunen, Ilkka Seppälä, Weihua Zhang, Kirstin Mittelstraß, Simone Wahl, Pamela R. Matías‐García, Holger Prokisch, Sacha Horn, Thomas Meitinger, Luis R. Serrano-Garcia, Sylvain Sebért, Olli T. Raitakari, Marie Loh, Wolfgang Rathmann, Martina Müller‐Nurasyid, Christian Herder, Michael Roden, Mikko Hurme, Paul M Ridker, Mika Ala‐Korpela, Jaspal S. Kooner, Annette Peters, Terho Lehtimäki, John C. Chambers, Christian Gieger, Johannes Kettunen, Mélanie Waldenberger (2021). DNA methylation and lipid metabolism: an EWAS of 226 metabolic measures. , 13(1), DOI: https://doi.org/10.1186/s13148-020-00957-8.

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Publication Details

Type

Article

Year

2021

Authors

31

Datasets

0

Total Files

0

Language

en

DOI

https://doi.org/10.1186/s13148-020-00957-8

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