Epigenome-wide association study of plasma lipids in West Africans: the RODAM study

被引:1
作者
van der Linden, Eva L. [1 ,2 ,10 ]
Meeks, Karlijn A. C. [1 ,3 ]
Chilunga, Felix [1 ]
Hayfron-Benjamin, Charles [4 ,5 ]
Bahendeka, Silver [6 ]
Klipstein-Grobusch, Kerstin [7 ,8 ]
Venema, Andrea [9 ]
van den Born, Bert -Jan [1 ,2 ]
Agyemang, Charles [1 ]
Henneman, Peter [9 ]
Adeyemo, Adebowale [3 ]
机构
[1] Univ Amsterdam, Amsterdam Publ Hlth Res Inst, Dept Publ & Occupat Hlth, Amsterdam UMC, Amsterdam, Netherlands
[2] Univ Amsterdam, Dept Vasc Med, Amsterdam UMC, Amsterdam Cardiovasc Sci, Amsterdam, Netherlands
[3] NHGRI, Ctr Res Genom & Global Hlth, NIH, Bethesda, MD USA
[4] Univ Ghana, Dept Physiol, Med Sch, Accra, Ghana
[5] Korle Bu Teaching Hosp, Dept Anesthesia & Crit Care, Accra, Ghana
[6] MKPGMS Uganda Martyrs Univ, Kampala, Uganda
[7] Univ Utrecht, Univ Med Ctr Utrecht, Julius Ctr Hlth Sci & Primary Care, Julius Global Hlth, Utrecht, South Africa
[8] Univ Witwatersrand, Fac Hlth Sci, Sch Publ Hlth, Div Epidemiol & Biostat, Johannesburg, South Africa
[9] Univ Amsterdam, Dept Human Genet, Genome Diagnost Lab Amsterdam, Amsterdam UMC,Reprod & Dev, Amsterdam, Netherlands
[10] Amsterdam UMC, Locat VUmc, Dept Publ & Occupat Hlth, Post Box 7057, NL-1007 MB Amsterdam, Netherlands
来源
EBIOMEDICINE | 2023年 / 89卷
关键词
LOCI; ANCESTRY;
D O I
10.1016/j.ebiom.2023.104469
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background DNA-methylation has been associated with plasma lipid concentration in populations of diverse ethnic backgrounds, but epigenome-wide association studies (EWAS) in West-Africans are lacking. The aim of this study was to identify DNA-methylation loci associated with plasma lipids in Ghanaians.Methods We conducted an EWAS using Illumina 450k DNA-methylation array profiles of extracted DNA from 663 Ghanaian participants. Differentially methylated positions (DMPs) were examined for association with plasma total cholesterol (TC), LDL-cholesterol, HDL-cholesterol, and triglycerides concentrations using linear regression models adjusted for age, sex, body mass index, diabetes mellitus, and technical covariates.Findings were replicated in independent cohorts of different ethnicities. Findings We identified one significantly associated DMP with triglycerides (cg19693031 annotated to TXNIP, regres-sion coefficient beta -0.26, false discovery rate adjusted p-value 0.001), which replicated in-silico in South African Batswana, African American, and European populations. From the top five DMPs with the lowest nominal p-values, two additional DMPs for triglycerides (CPT1A, ABCG1), two DMPs for LDL-cholesterol (EPSTI1, cg13781819), and one for TC (TXNIP) replicated. With the exception of EPSTI1, these loci are involved in lipid transport/metabolism or are known GWAS-associated loci. The top 5 DMPs per lipid trait explained 9.5% in the variance of TC, 8.3% in LDL-cholesterol, 6.1% in HDL-cholesterol, and 11.0% in triglycerides.Interpretation The top DMPs identified in this study are in loci that play a role in lipid metabolism across populations, including West-Africans. Future studies including larger sample size, longitudinal study design and translational research is needed to increase our understanding on the epigenetic regulation of lipid metabolism among West-African populations.
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页数:13
相关论文
共 54 条
[1]  
Abbafati C, 2020, LANCET, V396, P1204
[2]   Genetic structure in four West African population groups [J].
Adeyemo, AA ;
Chen, GJ ;
Chen, YX ;
Rotimi, C .
BMC GENETICS, 2005, 6 (1)
[3]   Rationale and cross-sectional study design of the Research on Obesity and type 2 Diabetes among African Migrants: the RODAM study [J].
Agyemang, Charles ;
Beune, Erik ;
Meeks, Karlijn ;
Owusu-Dabo, Ellis ;
Agyei-Baffour, Peter ;
Aikins, Ama de-Graft ;
Dodoo, Francis ;
Smeeth, Liam ;
Addo, Juliet ;
Mockenhaupt, Frank P. ;
Amoah, Stephen K. ;
Schulze, Matthias B. ;
Danquah, Ina ;
Spranger, Joachim ;
Nicolaou, Mary ;
Klipstein-Grobusch, Kerstin ;
Burr, Tom ;
Henneman, Peter ;
Mannens, Marcel M. ;
van Straalen, Jan P. ;
Bahendeka, Silver ;
Zwinderman, A. H. ;
Kunst, Anton E. ;
Stronks, Karien .
BMJ OPEN, 2014, 4 (03)
[4]   Genome-wide Association Study Identifies 27 Loci Influencing Concentrations of Circulating Cytokines and Growth Factors [J].
Ahola-Olli, Ari V. ;
Wurtz, Peter ;
Havulinna, Aki S. ;
Aalto, Kristiina ;
Pitkanen, Niina ;
Lehtimaki, Terho ;
Kahonen, Mika ;
Lyytikainen, Leo-Pekka ;
Raitoharju, Emma ;
Seppala, Ilkka ;
Sarin, Antti-Pekka ;
Ripatti, Samuli ;
Palotie, Aarne ;
Perola, Markus ;
Viikari, Jorma S. ;
Jalkanen, Sirpa ;
Maksimow, Mikael ;
Salomaa, Veikko ;
Salmi, Marko ;
Kettunen, Johannes ;
Raitakari, Olli T. .
AMERICAN JOURNAL OF HUMAN GENETICS, 2017, 100 (01) :40-50
[5]   A global reference for human genetic variation [J].
Altshuler, David M. ;
Durbin, Richard M. ;
Abecasis, Goncalo R. ;
Bentley, David R. ;
Chakravarti, Aravinda ;
Clark, Andrew G. ;
Donnelly, Peter ;
Eichler, Evan E. ;
Flicek, Paul ;
Gabriel, Stacey B. ;
Gibbs, Richard A. ;
Green, Eric D. ;
Hurles, Matthew E. ;
Knoppers, Bartha M. ;
Korbel, Jan O. ;
Lander, Eric S. ;
Lee, Charles ;
Lehrach, Hans ;
Mardis, Elaine R. ;
Marth, Gabor T. ;
McVean, Gil A. ;
Nickerson, Deborah A. ;
Wang, Jun ;
Wilson, Richard K. ;
Boerwinkle, Eric ;
Doddapaneni, Harsha ;
Han, Yi ;
Korchina, Viktoriya ;
Kovar, Christie ;
Lee, Sandra ;
Muzny, Donna ;
Reid, Jeffrey G. ;
Zhu, Yiming ;
Chang, Yuqi ;
Feng, Qiang ;
Fang, Xiaodong ;
Guo, Xiaosen ;
Jian, Min ;
Jiang, Hui ;
Jin, Xin ;
Lan, Tianming ;
Li, Guoqing ;
Li, Jingxiang ;
Li, Yingrui ;
Liu, Shengmao ;
Liu, Xiao ;
Lu, Yao ;
Ma, Xuedi ;
Tang, Meifang ;
Wang, Bo .
NATURE, 2015, 526 (7571) :68-+
[6]   GWAS in Africans identifies novel lipids loci and demonstrates heterogenous association within Africa [J].
Bentley, Amy R. ;
Chen, Guanjie ;
Doumatey, Ayo P. ;
Shriner, Daniel ;
Meeks, Karlijn A. C. ;
Gouveia, Mateus H. ;
Ekoru, Kenneth ;
Zhou, Jie ;
Adeyemo, Adebowale ;
Rotimi, Charles N. .
HUMAN MOLECULAR GENETICS, 2021, 30 (22) :2205-2214
[7]   Interethnic Differences in Serum Lipids and Implications for Cardiometabolic Disease Risk in African Ancestry Populations [J].
Bentley, Amy R. ;
Rotimi, Charles N. .
GLOBAL HEART, 2017, 12 (02) :141-150
[8]   The Genetic Ancestry of African Americans, Latinos, and European Americans across the United States [J].
Bryc, Katarzyna ;
Durand, Eric Y. ;
Macpherson, J. Michael ;
Reich, David ;
Mountain, Joanna L. .
AMERICAN JOURNAL OF HUMAN GENETICS, 2015, 96 (01) :37-53
[9]   The NHGRI-EBI GWAS Catalog of published genome-wide association studies, targeted arrays and summary statistics 2019 [J].
Buniello, Annalisa ;
MacArthur, Jacqueline A. L. ;
Cerezo, Maria ;
Harris, Laura W. ;
Hayhurst, James ;
Malangone, Cinzia ;
McMahon, Aoife ;
Morales, Joannella ;
Mountjoy, Edward ;
Sollis, Elliot ;
Suveges, Daniel ;
Vrousgou, Olga ;
Whetzel, Patricia L. ;
Amode, Ridwan ;
Guillen, Jose A. ;
Riat, Harpreet S. ;
Trevanion, Stephen J. ;
Hall, Peggy ;
Junkins, Heather ;
Flicek, Paul ;
Burdett, Tony ;
Hindorff, Lucia A. ;
Cunningham, Fiona ;
Parkinson, Helen .
NUCLEIC ACIDS RESEARCH, 2019, 47 (D1) :D1005-D1012
[10]   Advances in epigenetics link genetics to the environment and disease [J].
Cavalli, Giacomo ;
Heard, Edith .
NATURE, 2019, 571 (7766) :489-499