4.8 Article

A multi-ethnic epigenome-wide association study of leukocyte DNA methylation and blood lipids

Journal

NATURE COMMUNICATIONS
Volume 12, Issue 1, Pages -

Publisher

NATURE RESEARCH
DOI: 10.1038/s41467-021-23899-y

Keywords

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Funding

  1. National Heart, Lung, and Blood Institute [R01HL105756]
  2. National Heart, Lung, and Blood Institute, National Institutes of Health, Department of Health and Human Services [HHSN268201700001I, HHSN268201700002I, HHSN268201700003I, HHSN268201700004I, HHSN268201700005I]
  3. NHLBI [R01HL105756, HHSN268201200036C, HHSN268200800007C, N01HC55222, N01HC85079, N01HC85080, N01HC85081, N01HC85082, N01HC85083, N01HC85086, 75N92021D00006, U01HL080295, R01HL087652, R01HL092111, R01HL103612, R01HL111089, R01HL116747, R01HL120393, U01HL130114]
  4. National Institute on Aging (NIA) [R01AG023629]
  5. Laughlin Family
  6. Alpha Phi Foundation
  7. Locke Charitable Foundation
  8. National Center for Advancing Translational Sciences, CTSI [UL1TR000124]
  9. National Institute of Diabetes and Digestive and Kidney Disease Diabetes Research Center (DRC) [DK063491]
  10. National Institutes of Health [N01-HC-25195]
  11. Division of Intramural Research, National Heart, Lung, and Blood Institute, National Institutes of Health
  12. NIH National Heart, Lung, and Blood Institute [R01 HL104135-01]
  13. Genetic Epidemiology Network of Arteriopathy (GENOA) [HL054457, HL100185, HL119443, HL133221]
  14. German Federal Ministry of Education and Research (BMBF)
  15. State of Bavaria
  16. Munich Center of Health Sciences (MC-Health), Ludwig-Maximilians-Universitat, LMUinnovativ
  17. German Research Foundation [WA 4081/1-1]
  18. ESRC [ES/N000404/1]
  19. Wellcome Trust
  20. European Community's Seventh Framework Programme (FP7/2007-2013)
  21. National Institute for Health Research (NIHR)-funded BioResource, Clinical Research Facility and Biomedical Research Centre based at Guy's and St Thomas' NHS Foundation Trust
  22. King's College London
  23. Swedish Research Council [2012-1397]
  24. Knut och Alice Wallenberg Foundation [2013.0126]
  25. Swedish Heart-Lung Foundation [20140422]
  26. Swedish Diabetes Foundation [2013-024]
  27. Genetic Laboratory of the Department of Internal Medicine, Erasmus MC
  28. Netherlands Organization for Scientific Research (NWO) [184021007]
  29. NHLBI Broad Agency Announcement [HHSN268201300006C]
  30. National Institute of Environmental Health Sciences [R01-ES020836]
  31. National Heart, Lung, and Blood Institute, National Institutes of Health, U.S. Department of Health and Human Services [HHSN268201100046C, , HHSN268201100002C, HHSN268201100003C, HHSN268201100004C, HHSN271201100004C]
  32. [5RC2HL102419]
  33. [R01NS087541]

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The study reveals strong and consistent associations between DNA methylation and blood lipid levels across multiple racial/ethnic groups, with specific and common CpG-lipid trait associations identified through a large-scale multi-ethnic epigenome-wide association study.
Here we examine the association between DNA methylation in circulating leukocytes and blood lipids in a multi-ethnic sample of 16,265 subjects. We identify 148, 35, and 4 novel associations among Europeans, African Americans, and Hispanics, respectively, and an additional 186 novel associations through a trans-ethnic meta-analysis. We observe a high concordance in the direction of effects across racial/ethnic groups, a high correlation of effect sizes between high-density lipoprotein and triglycerides, a modest overlap of associations with epigenome-wide association studies of other cardio-metabolic traits, and a largely non-overlap with lipid loci identified to date through genome-wide association studies. Thirty CpGs reached significance in at least 2 racial/ethnic groups including 7 that showed association with the expression of an annotated gene. CpGs annotated to CPT1A showed evidence of being influenced by triglycerides levels. DNA methylation levels of circulating leukocytes show robust and consistent association with blood lipid levels across multiple racial/ethnic groups. Abnormal blood lipid levels are important risk factors for cardiovascular and other various diseases. Here the authors conduct a large-scale multi-ethnic epigenome-wide association study combined with epigenetic (cis-QTL and eQTM) data, and identify CpG-lipid traits associations that are specific to or common across racial/ethnic groups.

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