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

Author:

Sánchez-Cabo Fátima12ORCID,Fuster Valentín13ORCID,Silla-Castro Juan Carlos1,González Gema1,Lorenzo-Vivas Erika1,Alvarez Rebeca1,Callejas Sergio1,Benguría Alberto1,Gil Eduardo1,Núñez Estefanía1,Oliva Belén1ORCID,Mendiguren José María4,Cortes-Canteli Marta156,Bueno Héctor17ORCID,Andrés Vicente12ORCID,Ordovás Jose María189,Fernández-Friera Leticia1210,Quesada Antonio J1,Garcia Jose Manuel111,Rossello Xavier1212,Vázquez Jesús12ORCID,Dopazo Ana12ORCID,Fernández-Ortiz Antonio1213,Ibáñez Borja125ORCID,Fuster Jose Javier12ORCID,Lara-Pezzi Enrique12ORCID

Affiliation:

1. Centro Nacional de Investigaciones Cardiovasculares (CNIC) , Melchor Fernández Almagro, 3, 28029 Madrid , Spain

2. Centro de Investigacion Biomedica en Red en Enfermedades Cardiovasculares (CIBERCV) , Spain

3. The Zena and Michael A. Wiener Cardiovascular Institute/Marie-Josée and Henry R. Kravis Center for Cardiovascular Health, Mount Sinai School of Medicine , One Gustave L. Levy. Place, New York, NY 10029 , USA

4. Banco de Santander , Av. de Cantabria, s/n, 28660 Boadilla del Monte, Madrid , Spain

5. Cardiology, IIS-Fundación Jiménez Díaz Hospital , Av. de los Reyes Católicos, 2, 28040 Madrid , Spain

6. Centro de Investigacion Biomedica en Red en Enfermedades Neurodegenerativas (CIBERNED) , Madrid , Spain

7. Cardiology Department, Hospital Universitario 12 de Octubre and Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12) , Avda. de Córdoba, s/n 28041 Madrid , Spain

8. Precision Nutrition and Obesity Research Program, IMDEA Food Institute, CEI UAM + CSIC , Carr. de Canto Blanco, nº 8 E, 28049 Madrid , Spain

9. U.S. Department of Agriculture Human Nutrition Research Center on Aging, Tufts University , 711 Washington Street, Boston, MA 02111 , USA

10. HM Hospitales–Centro Integral de Enfermedades Cardiovasculares HM CIEC , Av. de Montepríncipe, 25, 28660 Boadilla del Monte, Madrid , Spain

11. Hospital Universitario Central de Oviedo , Av. Roma, s/n, 33011 Asturias , Spain

12. Hospital Universitari Son Espases-IDISBA , Carretera de Valldemossa, 79, 07120 Palma de Mallorca, Mallorca, Islas Baleares (Balearic Islands) , Spain

13. Hospital Clínico San Carlos , Calle del Prof Martín Lagos, S/N, 28040 Madrid , Spain

Abstract

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.

Funder

Centro Nacional de Investigaciones Cardiovasculares

Instituto de Salud Carlos III

European Regional Development Fund

Ministerio de Ciencia e Innovación

Publisher

Oxford University Press (OUP)

Subject

Cardiology and Cardiovascular Medicine

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