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An explorative epigenome-wide association study of plasma renin and aldosterone concentration in a Ghanaian population: the RODAM study

BACKGROUND: The epigenetic regulation of the renin–angiotensin–aldosterone system (RAAS) potentially plays a role in the pathophysiology underlying the high burden of hypertension in sub-Saharan Africans (SSA). Here we report the first epigenome-wide association study (EWAS) of plasma renin and aldo...

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Autores principales: van der Linden, Eva L., Halley, Adrienne, Meeks, Karlijn A. C., Chilunga, Felix, Hayfron-Benjamin, Charles, Venema, Andrea, Garrelds, Ingrid M., Danser, A. H. Jan, van den Born, Bert-Jan, Henneman, Peter, Agyemang, Charles
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9714193/
https://www.ncbi.nlm.nih.gov/pubmed/36457109
http://dx.doi.org/10.1186/s13148-022-01378-5
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author van der Linden, Eva L.
Halley, Adrienne
Meeks, Karlijn A. C.
Chilunga, Felix
Hayfron-Benjamin, Charles
Venema, Andrea
Garrelds, Ingrid M.
Danser, A. H. Jan
van den Born, Bert-Jan
Henneman, Peter
Agyemang, Charles
author_facet van der Linden, Eva L.
Halley, Adrienne
Meeks, Karlijn A. C.
Chilunga, Felix
Hayfron-Benjamin, Charles
Venema, Andrea
Garrelds, Ingrid M.
Danser, A. H. Jan
van den Born, Bert-Jan
Henneman, Peter
Agyemang, Charles
author_sort van der Linden, Eva L.
collection PubMed
description BACKGROUND: The epigenetic regulation of the renin–angiotensin–aldosterone system (RAAS) potentially plays a role in the pathophysiology underlying the high burden of hypertension in sub-Saharan Africans (SSA). Here we report the first epigenome-wide association study (EWAS) of plasma renin and aldosterone concentrations and the aldosterone-to-renin ratio (ARR). METHODS: Epigenome-wide DNA methylation was measured using the Illumina 450K array on whole blood samples of 68 Ghanaians. Differentially methylated positions (DMPs) were assessed for plasma renin concentration, aldosterone, and ARR using linear regression models adjusted for age, sex, body mass index, diabetes mellitus, hypertension, and technical covariates. Additionally, we extracted methylation loci previously associated with hypertension, kidney function, or that were annotated to RAAS-related genes and associated these with renin and aldosterone concentration. RESULTS: We identified one DMP for renin, ten DMPs for aldosterone, and one DMP associated with ARR. Top DMPs were annotated to the PTPRN2, SKIL, and KCNT1 genes, which have been reported in relation to cardiometabolic risk factors, atherosclerosis, and sodium-potassium handling. Moreover, EWAS loci previously associated with hypertension, kidney function, or RAAS-related genes were also associated with renin, aldosterone, and ARR. CONCLUSION: In this first EWAS on RAAS hormones, we identified DMPs associated with renin, aldosterone, and ARR in a SSA population. These findings are a first step in understanding the role of DNA methylation in regulation of the RAAS in general and in a SSA population specifically. Replication and translational studies are needed to establish the role of these DMPs in the hypertension burden in SSA populations. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-022-01378-5.
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spelling pubmed-97141932022-12-02 An explorative epigenome-wide association study of plasma renin and aldosterone concentration in a Ghanaian population: the RODAM study van der Linden, Eva L. Halley, Adrienne Meeks, Karlijn A. C. Chilunga, Felix Hayfron-Benjamin, Charles Venema, Andrea Garrelds, Ingrid M. Danser, A. H. Jan van den Born, Bert-Jan Henneman, Peter Agyemang, Charles Clin Epigenetics Research BACKGROUND: The epigenetic regulation of the renin–angiotensin–aldosterone system (RAAS) potentially plays a role in the pathophysiology underlying the high burden of hypertension in sub-Saharan Africans (SSA). Here we report the first epigenome-wide association study (EWAS) of plasma renin and aldosterone concentrations and the aldosterone-to-renin ratio (ARR). METHODS: Epigenome-wide DNA methylation was measured using the Illumina 450K array on whole blood samples of 68 Ghanaians. Differentially methylated positions (DMPs) were assessed for plasma renin concentration, aldosterone, and ARR using linear regression models adjusted for age, sex, body mass index, diabetes mellitus, hypertension, and technical covariates. Additionally, we extracted methylation loci previously associated with hypertension, kidney function, or that were annotated to RAAS-related genes and associated these with renin and aldosterone concentration. RESULTS: We identified one DMP for renin, ten DMPs for aldosterone, and one DMP associated with ARR. Top DMPs were annotated to the PTPRN2, SKIL, and KCNT1 genes, which have been reported in relation to cardiometabolic risk factors, atherosclerosis, and sodium-potassium handling. Moreover, EWAS loci previously associated with hypertension, kidney function, or RAAS-related genes were also associated with renin, aldosterone, and ARR. CONCLUSION: In this first EWAS on RAAS hormones, we identified DMPs associated with renin, aldosterone, and ARR in a SSA population. These findings are a first step in understanding the role of DNA methylation in regulation of the RAAS in general and in a SSA population specifically. Replication and translational studies are needed to establish the role of these DMPs in the hypertension burden in SSA populations. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-022-01378-5. BioMed Central 2022-12-01 /pmc/articles/PMC9714193/ /pubmed/36457109 http://dx.doi.org/10.1186/s13148-022-01378-5 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
van der Linden, Eva L.
Halley, Adrienne
Meeks, Karlijn A. C.
Chilunga, Felix
Hayfron-Benjamin, Charles
Venema, Andrea
Garrelds, Ingrid M.
Danser, A. H. Jan
van den Born, Bert-Jan
Henneman, Peter
Agyemang, Charles
An explorative epigenome-wide association study of plasma renin and aldosterone concentration in a Ghanaian population: the RODAM study
title An explorative epigenome-wide association study of plasma renin and aldosterone concentration in a Ghanaian population: the RODAM study
title_full An explorative epigenome-wide association study of plasma renin and aldosterone concentration in a Ghanaian population: the RODAM study
title_fullStr An explorative epigenome-wide association study of plasma renin and aldosterone concentration in a Ghanaian population: the RODAM study
title_full_unstemmed An explorative epigenome-wide association study of plasma renin and aldosterone concentration in a Ghanaian population: the RODAM study
title_short An explorative epigenome-wide association study of plasma renin and aldosterone concentration in a Ghanaian population: the RODAM study
title_sort explorative epigenome-wide association study of plasma renin and aldosterone concentration in a ghanaian population: the rodam study
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9714193/
https://www.ncbi.nlm.nih.gov/pubmed/36457109
http://dx.doi.org/10.1186/s13148-022-01378-5
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