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Epigenome-wide association study of plasma lipids in West Africans: the RODAM study
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 Ghanai...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10025759/ https://www.ncbi.nlm.nih.gov/pubmed/36791658 http://dx.doi.org/10.1016/j.ebiom.2023.104469 |
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author | van der Linden, Eva L. Meeks, Karlijn A.C. Chilunga, Felix Hayfron-Benjamin, Charles Bahendeka, Silver Klipstein-Grobusch, Kerstin Venema, Andrea van den Born, Bert-Jan Agyemang, Charles Henneman, Peter Adeyemo, Adebowale |
author_facet | van der Linden, Eva L. Meeks, Karlijn A.C. Chilunga, Felix Hayfron-Benjamin, Charles Bahendeka, Silver Klipstein-Grobusch, Kerstin Venema, Andrea van den Born, Bert-Jan Agyemang, Charles Henneman, Peter Adeyemo, Adebowale |
author_sort | van der Linden, Eva L. |
collection | PubMed |
description | 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, regression 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. FUNDING: 10.13039/501100000780European Commission under the Framework Programme (grant number: 278901). |
format | Online Article Text |
id | pubmed-10025759 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-100257592023-03-21 Epigenome-wide association study of plasma lipids in West Africans: the RODAM study van der Linden, Eva L. Meeks, Karlijn A.C. Chilunga, Felix Hayfron-Benjamin, Charles Bahendeka, Silver Klipstein-Grobusch, Kerstin Venema, Andrea van den Born, Bert-Jan Agyemang, Charles Henneman, Peter Adeyemo, Adebowale eBioMedicine Articles 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, regression 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. FUNDING: 10.13039/501100000780European Commission under the Framework Programme (grant number: 278901). Elsevier 2023-02-13 /pmc/articles/PMC10025759/ /pubmed/36791658 http://dx.doi.org/10.1016/j.ebiom.2023.104469 Text en © 2023 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Articles van der Linden, Eva L. Meeks, Karlijn A.C. Chilunga, Felix Hayfron-Benjamin, Charles Bahendeka, Silver Klipstein-Grobusch, Kerstin Venema, Andrea van den Born, Bert-Jan Agyemang, Charles Henneman, Peter Adeyemo, Adebowale Epigenome-wide association study of plasma lipids in West Africans: the RODAM study |
title | Epigenome-wide association study of plasma lipids in West Africans: the RODAM study |
title_full | Epigenome-wide association study of plasma lipids in West Africans: the RODAM study |
title_fullStr | Epigenome-wide association study of plasma lipids in West Africans: the RODAM study |
title_full_unstemmed | Epigenome-wide association study of plasma lipids in West Africans: the RODAM study |
title_short | Epigenome-wide association study of plasma lipids in West Africans: the RODAM study |
title_sort | epigenome-wide association study of plasma lipids in west africans: the rodam study |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10025759/ https://www.ncbi.nlm.nih.gov/pubmed/36791658 http://dx.doi.org/10.1016/j.ebiom.2023.104469 |
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