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DNA methylation signatures associated with cardiometabolic risk factors in children from India and The Gambia: results from the EMPHASIS study
BACKGROUND: The prevalence of cardiometabolic disease (CMD) is rising globally, with environmentally induced epigenetic changes suggested to play a role. Few studies have investigated epigenetic associations with CMD risk factors in children from low- and middle-income countries. We sought to identi...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8744249/ https://www.ncbi.nlm.nih.gov/pubmed/35000590 http://dx.doi.org/10.1186/s13148-021-01213-3 |
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author | Antoun, Elie Issarapu, Prachand di Gravio, Chiara Shrestha, Smeeta Betts, Modupeh Saffari, Ayden Sahariah, Sirazul A. Sankareswaran, Alagu Arumalla, Manisha Prentice, Andrew M. Fall, Caroline H. D. Silver, Matt J. Chandak, Giriraj R. Lillycrop, Karen A. |
author_facet | Antoun, Elie Issarapu, Prachand di Gravio, Chiara Shrestha, Smeeta Betts, Modupeh Saffari, Ayden Sahariah, Sirazul A. Sankareswaran, Alagu Arumalla, Manisha Prentice, Andrew M. Fall, Caroline H. D. Silver, Matt J. Chandak, Giriraj R. Lillycrop, Karen A. |
author_sort | Antoun, Elie |
collection | PubMed |
description | BACKGROUND: The prevalence of cardiometabolic disease (CMD) is rising globally, with environmentally induced epigenetic changes suggested to play a role. Few studies have investigated epigenetic associations with CMD risk factors in children from low- and middle-income countries. We sought to identify associations between DNA methylation (DNAm) and CMD risk factors in children from India and The Gambia. RESULTS: Using the Illumina Infinium HumanMethylation 850 K Beadchip array, we interrogated DNAm in 293 Gambian (7–9 years) and 698 Indian (5–7 years) children. We identified differentially methylated CpGs (dmCpGs) associated with systolic blood pressure, fasting insulin, triglycerides and LDL-Cholesterol in the Gambian children; and with insulin sensitivity, insulinogenic index and HDL-Cholesterol in the Indian children. There was no overlap of the dmCpGs between the cohorts. Meta-analysis identified dmCpGs associated with insulin secretion and pulse pressure that were different from cohort-specific dmCpGs. Several differentially methylated regions were associated with diastolic blood pressure, insulin sensitivity and fasting glucose, but these did not overlap with the dmCpGs. We identified significant cis-methQTLs at three LDL-Cholesterol-associated dmCpGs in Gambians; however, methylation did not mediate genotype effects on the CMD outcomes. CONCLUSION: This study identified cardiometabolic biomarkers associated with differential DNAm in Indian and Gambian children. Most associations were cohort specific, potentially reflecting environmental and ethnic differences. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-021-01213-3. |
format | Online Article Text |
id | pubmed-8744249 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-87442492022-01-11 DNA methylation signatures associated with cardiometabolic risk factors in children from India and The Gambia: results from the EMPHASIS study Antoun, Elie Issarapu, Prachand di Gravio, Chiara Shrestha, Smeeta Betts, Modupeh Saffari, Ayden Sahariah, Sirazul A. Sankareswaran, Alagu Arumalla, Manisha Prentice, Andrew M. Fall, Caroline H. D. Silver, Matt J. Chandak, Giriraj R. Lillycrop, Karen A. Clin Epigenetics Research BACKGROUND: The prevalence of cardiometabolic disease (CMD) is rising globally, with environmentally induced epigenetic changes suggested to play a role. Few studies have investigated epigenetic associations with CMD risk factors in children from low- and middle-income countries. We sought to identify associations between DNA methylation (DNAm) and CMD risk factors in children from India and The Gambia. RESULTS: Using the Illumina Infinium HumanMethylation 850 K Beadchip array, we interrogated DNAm in 293 Gambian (7–9 years) and 698 Indian (5–7 years) children. We identified differentially methylated CpGs (dmCpGs) associated with systolic blood pressure, fasting insulin, triglycerides and LDL-Cholesterol in the Gambian children; and with insulin sensitivity, insulinogenic index and HDL-Cholesterol in the Indian children. There was no overlap of the dmCpGs between the cohorts. Meta-analysis identified dmCpGs associated with insulin secretion and pulse pressure that were different from cohort-specific dmCpGs. Several differentially methylated regions were associated with diastolic blood pressure, insulin sensitivity and fasting glucose, but these did not overlap with the dmCpGs. We identified significant cis-methQTLs at three LDL-Cholesterol-associated dmCpGs in Gambians; however, methylation did not mediate genotype effects on the CMD outcomes. CONCLUSION: This study identified cardiometabolic biomarkers associated with differential DNAm in Indian and Gambian children. Most associations were cohort specific, potentially reflecting environmental and ethnic differences. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-021-01213-3. BioMed Central 2022-01-09 /pmc/articles/PMC8744249/ /pubmed/35000590 http://dx.doi.org/10.1186/s13148-021-01213-3 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 Antoun, Elie Issarapu, Prachand di Gravio, Chiara Shrestha, Smeeta Betts, Modupeh Saffari, Ayden Sahariah, Sirazul A. Sankareswaran, Alagu Arumalla, Manisha Prentice, Andrew M. Fall, Caroline H. D. Silver, Matt J. Chandak, Giriraj R. Lillycrop, Karen A. DNA methylation signatures associated with cardiometabolic risk factors in children from India and The Gambia: results from the EMPHASIS study |
title | DNA methylation signatures associated with cardiometabolic risk factors in children from India and The Gambia: results from the EMPHASIS study |
title_full | DNA methylation signatures associated with cardiometabolic risk factors in children from India and The Gambia: results from the EMPHASIS study |
title_fullStr | DNA methylation signatures associated with cardiometabolic risk factors in children from India and The Gambia: results from the EMPHASIS study |
title_full_unstemmed | DNA methylation signatures associated with cardiometabolic risk factors in children from India and The Gambia: results from the EMPHASIS study |
title_short | DNA methylation signatures associated with cardiometabolic risk factors in children from India and The Gambia: results from the EMPHASIS study |
title_sort | dna methylation signatures associated with cardiometabolic risk factors in children from india and the gambia: results from the emphasis study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8744249/ https://www.ncbi.nlm.nih.gov/pubmed/35000590 http://dx.doi.org/10.1186/s13148-021-01213-3 |
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