TY - JOUR
T1 - Subclinical atherosclerosis and accelerated epigenetic age mediated by inflammation
T2 - a multi-omics study
AU - Sánchez-Cabo, Fátima
AU - Fuster, Valentín
AU - Silla-Castro, Juan Carlos
AU - González, Gema
AU - Lorenzo-Vivas, Erika
AU - Alvarez, Rebeca
AU - Callejas, Sergio
AU - Benguría, Alberto
AU - Gil, Eduardo
AU - Núñez, Estefanía
AU - Oliva, Belén
AU - Mendiguren, José María
AU - Cortes-Canteli, Marta
AU - Bueno, Héctor
AU - Andrés, Vicente
AU - Ordovás, Jose María
AU - Fernández-Friera, Leticia
AU - Quesada, Antonio J.
AU - Garcia, Jose Manuel
AU - Rossello, Xavier
AU - Vázquez, Jesús
AU - Dopazo, Ana
AU - Fernández-Ortiz, Antonio
AU - Ibáñez, Borja
AU - Fuster, Jose Javier
AU - Lara-Pezzi, Enrique
N1 - Publisher Copyright:
© 2023 The Author(s).
PY - 2023/8/1
Y1 - 2023/8/1
N2 - 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.
AB - 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.
KW - Epigenetic age acceleration
KW - Methylomics
KW - Proteomics
KW - Subclinical atherosclerosis
KW - Systemic inflammation
KW - Transcriptomics
UR - https://www.scopus.com/pages/publications/85166395199
U2 - 10.1093/eurheartj/ehad361
DO - 10.1093/eurheartj/ehad361
M3 - Article
C2 - 37339167
AN - SCOPUS:85166395199
SN - 0195-668X
VL - 44
SP - 2698
EP - 2709
JO - European Heart Journal
JF - European Heart Journal
IS - 29
ER -