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Subclinical atherosclerosis and accelerated epigenetic age mediated by inflammation: a multi-omics study

AIMS: Epigenetic age is emerging as a personalized and accurate predictor of biological age. The aim of this article is to assess the association of subclinical atherosclerosis with accelerated epigenetic age and to investigate the underlying mechanisms mediating this association. METHODS AND RESULT...

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Autores principales: Sánchez-Cabo, Fátima, Fuster, Valentín, Silla-Castro, Juan Carlos, González, Gema, Lorenzo-Vivas, Erika, Alvarez, Rebeca, Callejas, Sergio, Benguría, Alberto, Gil, Eduardo, Núñez, Estefanía, Oliva, Belén, Mendiguren, José María, Cortes-Canteli, Marta, Bueno, Héctor, Andrés, Vicente, Ordovás, Jose María, Fernández-Friera, Leticia, Quesada, Antonio J, Garcia, Jose Manuel, Rossello, Xavier, Vázquez, Jesús, Dopazo, Ana, Fernández-Ortiz, Antonio, Ibáñez, Borja, Fuster, Jose Javier, Lara-Pezzi, Enrique
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10393076/
https://www.ncbi.nlm.nih.gov/pubmed/37339167
http://dx.doi.org/10.1093/eurheartj/ehad361
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author Sánchez-Cabo, Fátima
Fuster, Valentín
Silla-Castro, Juan Carlos
González, Gema
Lorenzo-Vivas, Erika
Alvarez, Rebeca
Callejas, Sergio
Benguría, Alberto
Gil, Eduardo
Núñez, Estefanía
Oliva, Belén
Mendiguren, José María
Cortes-Canteli, Marta
Bueno, Héctor
Andrés, Vicente
Ordovás, Jose María
Fernández-Friera, Leticia
Quesada, Antonio J
Garcia, Jose Manuel
Rossello, Xavier
Vázquez, Jesús
Dopazo, Ana
Fernández-Ortiz, Antonio
Ibáñez, Borja
Fuster, Jose Javier
Lara-Pezzi, Enrique
author_facet Sánchez-Cabo, Fátima
Fuster, Valentín
Silla-Castro, Juan Carlos
González, Gema
Lorenzo-Vivas, Erika
Alvarez, Rebeca
Callejas, Sergio
Benguría, Alberto
Gil, Eduardo
Núñez, Estefanía
Oliva, Belén
Mendiguren, José María
Cortes-Canteli, Marta
Bueno, Héctor
Andrés, Vicente
Ordovás, Jose María
Fernández-Friera, Leticia
Quesada, Antonio J
Garcia, Jose Manuel
Rossello, Xavier
Vázquez, Jesús
Dopazo, Ana
Fernández-Ortiz, Antonio
Ibáñez, Borja
Fuster, Jose Javier
Lara-Pezzi, Enrique
author_sort Sánchez-Cabo, Fátima
collection PubMed
description AIMS: Epigenetic age is emerging as a personalized and accurate predictor of biological age. The aim of this article is to assess the association of subclinical atherosclerosis with accelerated epigenetic age and to investigate the underlying mechanisms mediating this association. METHODS AND RESULTS: Whole blood methylomics, transcriptomics, and plasma proteomics were obtained for 391 participants of the Progression of Early Subclinical Atherosclerosis study. Epigenetic age was calculated from methylomics data for each participant. Its divergence from chronological age is termed epigenetic age acceleration. Subclinical atherosclerosis burden was estimated by multi-territory 2D/3D vascular ultrasound and by coronary artery calcification. In healthy individuals, the presence, extension, and progression of subclinical atherosclerosis were associated with a significant acceleration of the Grim epigenetic age, a predictor of health and lifespan, regardless of traditional cardiovascular risk factors. Individuals with an accelerated Grim epigenetic age were characterized by an increased systemic inflammation and associated with a score of low-grade, chronic inflammation. Mediation analysis using transcriptomics and proteomics data revealed key pro-inflammatory pathways (IL6, Inflammasome, and IL10) and genes (IL1B, OSM, TLR5, and CD14) mediating the association between subclinical atherosclerosis and epigenetic age acceleration. CONCLUSION: The presence, extension, and progression of subclinical atherosclerosis in middle-aged asymptomatic individuals are associated with an acceleration in the Grim epigenetic age. Mediation analysis using transcriptomics and proteomics data suggests a key role of systemic inflammation in this association, reinforcing the relevance of interventions on inflammation to prevent cardiovascular disease.
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spelling pubmed-103930762023-08-02 Subclinical atherosclerosis and accelerated epigenetic age mediated by inflammation: a multi-omics study Sánchez-Cabo, Fátima Fuster, Valentín Silla-Castro, Juan Carlos González, Gema Lorenzo-Vivas, Erika Alvarez, Rebeca Callejas, Sergio Benguría, Alberto Gil, Eduardo Núñez, Estefanía Oliva, Belén Mendiguren, José María Cortes-Canteli, Marta Bueno, Héctor Andrés, Vicente Ordovás, Jose María Fernández-Friera, Leticia Quesada, Antonio J Garcia, Jose Manuel Rossello, Xavier Vázquez, Jesús Dopazo, Ana Fernández-Ortiz, Antonio Ibáñez, Borja Fuster, Jose Javier Lara-Pezzi, Enrique Eur Heart J Clinical Research AIMS: Epigenetic age is emerging as a personalized and accurate predictor of biological age. The aim of this article is to assess the association of subclinical atherosclerosis with accelerated epigenetic age and to investigate the underlying mechanisms mediating this association. METHODS AND RESULTS: Whole blood methylomics, transcriptomics, and plasma proteomics were obtained for 391 participants of the Progression of Early Subclinical Atherosclerosis study. Epigenetic age was calculated from methylomics data for each participant. Its divergence from chronological age is termed epigenetic age acceleration. Subclinical atherosclerosis burden was estimated by multi-territory 2D/3D vascular ultrasound and by coronary artery calcification. In healthy individuals, the presence, extension, and progression of subclinical atherosclerosis were associated with a significant acceleration of the Grim epigenetic age, a predictor of health and lifespan, regardless of traditional cardiovascular risk factors. Individuals with an accelerated Grim epigenetic age were characterized by an increased systemic inflammation and associated with a score of low-grade, chronic inflammation. Mediation analysis using transcriptomics and proteomics data revealed key pro-inflammatory pathways (IL6, Inflammasome, and IL10) and genes (IL1B, OSM, TLR5, and CD14) mediating the association between subclinical atherosclerosis and epigenetic age acceleration. CONCLUSION: The presence, extension, and progression of subclinical atherosclerosis in middle-aged asymptomatic individuals are associated with an acceleration in the Grim epigenetic age. Mediation analysis using transcriptomics and proteomics data suggests a key role of systemic inflammation in this association, reinforcing the relevance of interventions on inflammation to prevent cardiovascular disease. Oxford University Press 2023-06-20 /pmc/articles/PMC10393076/ /pubmed/37339167 http://dx.doi.org/10.1093/eurheartj/ehad361 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of the European Society of Cardiology. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Clinical Research
Sánchez-Cabo, Fátima
Fuster, Valentín
Silla-Castro, Juan Carlos
González, Gema
Lorenzo-Vivas, Erika
Alvarez, Rebeca
Callejas, Sergio
Benguría, Alberto
Gil, Eduardo
Núñez, Estefanía
Oliva, Belén
Mendiguren, José María
Cortes-Canteli, Marta
Bueno, Héctor
Andrés, Vicente
Ordovás, Jose María
Fernández-Friera, Leticia
Quesada, Antonio J
Garcia, Jose Manuel
Rossello, Xavier
Vázquez, Jesús
Dopazo, Ana
Fernández-Ortiz, Antonio
Ibáñez, Borja
Fuster, Jose Javier
Lara-Pezzi, Enrique
Subclinical atherosclerosis and accelerated epigenetic age mediated by inflammation: a multi-omics study
title Subclinical atherosclerosis and accelerated epigenetic age mediated by inflammation: a multi-omics study
title_full Subclinical atherosclerosis and accelerated epigenetic age mediated by inflammation: a multi-omics study
title_fullStr Subclinical atherosclerosis and accelerated epigenetic age mediated by inflammation: a multi-omics study
title_full_unstemmed Subclinical atherosclerosis and accelerated epigenetic age mediated by inflammation: a multi-omics study
title_short Subclinical atherosclerosis and accelerated epigenetic age mediated by inflammation: a multi-omics study
title_sort subclinical atherosclerosis and accelerated epigenetic age mediated by inflammation: a multi-omics study
topic Clinical Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10393076/
https://www.ncbi.nlm.nih.gov/pubmed/37339167
http://dx.doi.org/10.1093/eurheartj/ehad361
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