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

Authors :
Rui Xia
Jordana T. Bell
Roby Joehanes
Abbas Dehghan
Sharon L.R. Kardia
Erin B. Ware
Deugi Zhi
Devin Absher
Annette Peters
Martina Müller-Nurasyid
Daniel Levy
Nona Sotoodehnia
Wei Chen
Coleen M. Damcott
Lifang Hou
Donna K. Arnett
Weihua Guan
Jincheng Shen
Steve Horvath
Rory P. Wilson
Kim Valeska Emilie Braun
Lars Lind
Wei Zhao
Myriam Fornage
Shengxu Li
Mina A. Jhun
Paula Singmann
Elena Carnero-Montoro
Michael M. Mendelson
Jennifer A. Smith
Xiaoping Zhao
Marguerite R. Irvin
Bruce M. Psaty
Andrea A. Baccarelli
Jeffrey R. O'Connell
Mohammad Arfan Ikram
Traci M. Bartz
Erik Ingelsson
Klodian Dhana
Melanie Waldenberger
Stefan Gustafsson
Yii-Der Ida Chen
Thomas Meitinger
Themistocles L. Assimes
Elias Salfati
Tao Zhang
Pfeiffer Liliane
Dianjianyi Sun
Rahul Gondalia
Eric Boerwinkle
Philip S. Tsao
Christian Gieger
Eric A. Whitsel
Chen Yao
Tim D. Spector
Alan R. Shuldiner
Åsa K. Hedman
Joyce B. J. van Meurs
May E. Montasser
Anh N. Do
Mohsen Ghanbari
André G. Uitterlinden
Megan L. Grove
Jennifer A. Brody
Epidemiology
Internal Medicine
Source :
Nature Communications, 12(1):3987. Nature Publishing Group, Nat. Commun. 12:3987 (2021), Nature Communications, Vol 12, Iss 1, Pp 1-13 (2021), Nature Communications
Publication Year :
2021

Abstract

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.<br />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.

Details

Language :
English
ISSN :
20411723
Database :
OpenAIRE
Journal :
Nature Communications, 12(1):3987. Nature Publishing Group, Nat. Commun. 12:3987 (2021), Nature Communications, Vol 12, Iss 1, Pp 1-13 (2021), Nature Communications
Accession number :
edsair.doi.dedup.....cefd70cbd2d08c4ab44181523119b823