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DNA methylation biomarkers of myocardial infarction and cardiovascular disease

BACKGROUND: The epigenetic landscape underlying cardiovascular disease (CVD) is not completely understood and the clinical value of the identified biomarkers is still limited. We aimed to identify differentially methylated loci associated with acute myocardial infarction (AMI) and assess their valid...

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Autores principales: Fernández-Sanlés, Alba, Sayols-Baixeras, Sergi, Subirana, Isaac, Sentí, Mariano, Pérez-Fernández, S., de Castro Moura, Manuel, Esteller, Manel, Marrugat, Jaume, Elosua, Roberto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8061080/
https://www.ncbi.nlm.nih.gov/pubmed/33883000
http://dx.doi.org/10.1186/s13148-021-01078-6
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author Fernández-Sanlés, Alba
Sayols-Baixeras, Sergi
Subirana, Isaac
Sentí, Mariano
Pérez-Fernández, S.
de Castro Moura, Manuel
Esteller, Manel
Marrugat, Jaume
Elosua, Roberto
author_facet Fernández-Sanlés, Alba
Sayols-Baixeras, Sergi
Subirana, Isaac
Sentí, Mariano
Pérez-Fernández, S.
de Castro Moura, Manuel
Esteller, Manel
Marrugat, Jaume
Elosua, Roberto
author_sort Fernández-Sanlés, Alba
collection PubMed
description BACKGROUND: The epigenetic landscape underlying cardiovascular disease (CVD) is not completely understood and the clinical value of the identified biomarkers is still limited. We aimed to identify differentially methylated loci associated with acute myocardial infarction (AMI) and assess their validity as predictive and causal biomarkers. RESULTS: We designed a case–control, two-stage, epigenome-wide association study on AMI (n(discovery) = 391, n(validation) = 204). DNA methylation was assessed using the Infinium MethylationEPIC BeadChip. We performed a fixed-effects meta-analysis of the two samples. 34 CpGs were associated with AMI. Only 12 of them were available in two independent cohort studies (n ~ 1800 and n ~ 2500) with incident coronary and cardiovascular disease (CHD and CVD, respectively). The Infinium HumanMethylation450 BeadChip was used in those two studies. Four of the 12 CpGs were validated in association with incident CHD: AHRR-mapping cg05575921, PTCD2-mapping cg25769469, intergenic cg21566642 and MPO-mapping cg04988978. We then assessed whether methylation risk scores based on those CpGs improved the predictive capacity of the Framingham risk function, but they did not. Finally, we aimed to study the causality of those associations using a Mendelian randomization approach but only one of the CpGs had a genetic influence and therefore the results were not conclusive. CONCLUSIONS: We have identified 34 CpGs related to AMI. These loci highlight the relevance of smoking, lipid metabolism, and inflammation in the biological mechanisms related to AMI. Four were additionally associated with incident CHD and CVD but did not provide additional predictive information. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-021-01078-6.
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spelling pubmed-80610802021-04-22 DNA methylation biomarkers of myocardial infarction and cardiovascular disease Fernández-Sanlés, Alba Sayols-Baixeras, Sergi Subirana, Isaac Sentí, Mariano Pérez-Fernández, S. de Castro Moura, Manuel Esteller, Manel Marrugat, Jaume Elosua, Roberto Clin Epigenetics Research BACKGROUND: The epigenetic landscape underlying cardiovascular disease (CVD) is not completely understood and the clinical value of the identified biomarkers is still limited. We aimed to identify differentially methylated loci associated with acute myocardial infarction (AMI) and assess their validity as predictive and causal biomarkers. RESULTS: We designed a case–control, two-stage, epigenome-wide association study on AMI (n(discovery) = 391, n(validation) = 204). DNA methylation was assessed using the Infinium MethylationEPIC BeadChip. We performed a fixed-effects meta-analysis of the two samples. 34 CpGs were associated with AMI. Only 12 of them were available in two independent cohort studies (n ~ 1800 and n ~ 2500) with incident coronary and cardiovascular disease (CHD and CVD, respectively). The Infinium HumanMethylation450 BeadChip was used in those two studies. Four of the 12 CpGs were validated in association with incident CHD: AHRR-mapping cg05575921, PTCD2-mapping cg25769469, intergenic cg21566642 and MPO-mapping cg04988978. We then assessed whether methylation risk scores based on those CpGs improved the predictive capacity of the Framingham risk function, but they did not. Finally, we aimed to study the causality of those associations using a Mendelian randomization approach but only one of the CpGs had a genetic influence and therefore the results were not conclusive. CONCLUSIONS: We have identified 34 CpGs related to AMI. These loci highlight the relevance of smoking, lipid metabolism, and inflammation in the biological mechanisms related to AMI. Four were additionally associated with incident CHD and CVD but did not provide additional predictive information. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-021-01078-6. BioMed Central 2021-04-21 /pmc/articles/PMC8061080/ /pubmed/33883000 http://dx.doi.org/10.1186/s13148-021-01078-6 Text en © The Author(s) 2021 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
Fernández-Sanlés, Alba
Sayols-Baixeras, Sergi
Subirana, Isaac
Sentí, Mariano
Pérez-Fernández, S.
de Castro Moura, Manuel
Esteller, Manel
Marrugat, Jaume
Elosua, Roberto
DNA methylation biomarkers of myocardial infarction and cardiovascular disease
title DNA methylation biomarkers of myocardial infarction and cardiovascular disease
title_full DNA methylation biomarkers of myocardial infarction and cardiovascular disease
title_fullStr DNA methylation biomarkers of myocardial infarction and cardiovascular disease
title_full_unstemmed DNA methylation biomarkers of myocardial infarction and cardiovascular disease
title_short DNA methylation biomarkers of myocardial infarction and cardiovascular disease
title_sort dna methylation biomarkers of myocardial infarction and cardiovascular disease
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8061080/
https://www.ncbi.nlm.nih.gov/pubmed/33883000
http://dx.doi.org/10.1186/s13148-021-01078-6
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