Skip to content
Open access · CC-BY via OpenAlex

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

Fátima Sánchez‐Cabo, Valentı́n Fuster, Juan Carlos Silla-Castro, Gema González, Erika Lorenzo-Vivas, Rebeca Álvarez, Sergio Callejas, Alberto Benguría, Eduardo Gil, Estefanía Núñez, Belén Oliva, José M. Mendiguren, Marta Cortés‐Canteli, Héctor Bueno, Vicente Andrés

European Heart Journal · 2023 · ▲ 133 citations

Abstract

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.

◌ CITATION ONLY
Full text is not openly licensed for redistribution here. Read it at the source:

Read at source →

Provenance

Source
OpenAlex
DOI
10.1093/eurheartj/ehad361
Canonical
link ↗
Fetched
2026-09-16 MST

Cite this

APA
Sánchez‐Cabo, F., Fuster, V., Silla-Castro, J.C., González, G., Lorenzo-Vivas, E., Álvarez, R., Callejas, S., Benguría, A., Gil, E., Núñez, E., Oliva, B., Mendiguren, J.M., Cortés‐Canteli, M., Bueno, H., Andrés, V., Ordovás, J.M., Fernández‐Friera, L., Quesada, A.J., Garcia, J.M., &amp; Rosselló, X. (2023). Subclinical atherosclerosis and accelerated epigenetic age mediated by inflammation: a multi-omics study. <em>European Heart Journal</em>. https://doi.org/10.1093/eurheartj/ehad361
Vancouver
Sánchez‐Cabo F, Fuster V, Silla-Castro JC, González G, Lorenzo-Vivas E, Álvarez R, et al. Subclinical atherosclerosis and accelerated epigenetic age mediated by inflammation: a multi-omics study. European Heart Journal. 2023. doi:10.1093/eurheartj/ehad361.
BibTeX
@article{ftima2023Subcli, title = {Subclinical atherosclerosis and accelerated epigenetic age mediated by inflammation: a multi-omics study}, author = {Fátima Sánchez‐Cabo and Valentı́n Fuster and Juan Carlos Silla-Castro and Gema González and Erika Lorenzo-Vivas and Rebeca Álvarez and Sergio Callejas and Alberto Benguría and Eduardo Gil and Estefanía Núñez and Belén Oliva and José M. Mendiguren and Marta Cortés‐Canteli and Héctor Bueno and Vicente Andrés and José M. Ordovás and Leticia Fernández‐Friera and Antonio J. Quesada and José M. Garcia and Xavier Rosselló and Jesús Vázquez and Ana Dopazo and Antonio Fernández‐Ortíz and Borja Ibáñez and José J. Fuster}, journal = {European Heart Journal}, year = {2023}, doi = {10.1093/eurheartj/ehad361}, }

Research neighborhood

References, citing works, and semantically nearest findings. Click a node to open it.

Related findings