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

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

Database :
OAIster
Notes :
application/pdf, English
Publication Type :
Electronic Resource
Accession number :
edsoai.on1280664609
Document Type :
Electronic Resource
Full Text :
https://doi.org/10.1038.s41467-021-23899-y