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

dc.contributor.authorSanchez-Cabo, Fatima
dc.contributor.authorFuster, Valentin
dc.contributor.authorSilla-Castro, Juan Carlos
dc.contributor.authorGonzález, Gema
dc.contributor.authorLorenzo-Vivas, Erika
dc.contributor.authorÁlvarez, Rebeca
dc.contributor.authorCallejas, Sergio
dc.contributor.authorBenguria, Alberto
dc.contributor.authorGil, Eduardo
dc.contributor.authorNunez, Estefania
dc.contributor.authorOliva, Belen
dc.contributor.authorMendiguren, José María
dc.contributor.authorCortes-Canteli, Marta
dc.contributor.authorBueno, Hector
dc.contributor.authorAndres, Vicente
dc.contributor.authorOrdovás, Jose María
dc.contributor.authorFernandez-Friera, Leticia
dc.contributor.authorQuesada, Antonio J
dc.contributor.authorGarcia, Jose Manuel
dc.contributor.authorRossello, Xavier
dc.contributor.authorVazquez, Jesus
dc.contributor.authorDopazo, Ana
dc.contributor.authorFernández-Ortiz, Antonio
dc.contributor.authorIbáñez, Borja
dc.contributor.authorFuster, Jose Javier
dc.contributor.authorLara-Pezzi, Enrique
dc.contributor.funderCentro Nacional de Investigaciones Cardiovasculares Carlos III (España)
dc.contributor.funderInstituto de Salud Carlos III
dc.contributor.funderUnión Europea. Fondo Europeo de Desarrollo Regional (FEDER/ERDF)
dc.contributor.funderAgencia Nacional de Investigación e Innovación (Uruguay)
dc.contributor.funderFundación ProCNIC
dc.contributor.funderMinisterio de Ciencia e Innovación. Centro de Excelencia Severo Ochoa (España)
dc.date.accessioned2023-09-05T09:21:13Z
dc.date.available2023-09-05T09:21:13Z
dc.date.issued2023-08-01
dc.description.abstractAims: 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. Trial registration: ClinicalTrials.gov NCT01410318.es_ES
dc.description.peerreviewedes_ES
dc.description.sponsorshipThe PESA study is co-funded by the Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain, and Banco Santander, Madrid, Spain. The study also receives funding from the Instituto de Salud Carlos III (PI15/02019, PI17/00590, and PI20/00819) and the European Regional Development Fund (ERDF) ‘Una manera de hacer Europa’. The CNIC is supported by the Instituto de Salud Carlos III (ISCIII), the Ministerio de Ciencia e Innovación (MCIN) and the Pro CNIC Foundation, and is a Severo Ochoa Center of Excellence (grant CEX2020-001041-S funded by MCIN/AEI/10.13039/501100011033).es_ES
dc.format.number29es_ES
dc.format.page2698es_ES
dc.format.volume44es_ES
dc.identifier.citationEur Heart J. 2023 Aug 1;44(29):2698-2709.es_ES
dc.identifier.doi10.1093/eurheartj/ehad361es_ES
dc.identifier.e-issn1522-9645es_ES
dc.identifier.journalEuropean heart journales_ES
dc.identifier.otherhttps://hdl.handle.net/20.500.13003/19374
dc.identifier.pubmedID37339167es_ES
dc.identifier.puiL641632766
dc.identifier.scopus2-s2.0-85166395199
dc.identifier.urihttp://hdl.handle.net/20.500.12105/16410
dc.identifier.wos1009028700001
dc.language.isoenges_ES
dc.publisherOxford University Press
dc.relation.projectFECYTinfo:eu-repo/grantAgreement/ES/PI15/02019es_ES
dc.relation.projectFECYTinfo:eu-repo/grantAgreement/ES/PI17/00590es_ES
dc.relation.projectFECYTinfo:eu-repo/grantAgreement/ES/PI20/00819es_ES
dc.relation.projectFECYTinfo:eu-repo/grantAgreement/ES/CEX2020-001041-S/MCIN/AEI/10.13039/501100011033es_ES
dc.relation.publisherversionhttps://doi.org/10.1093/eurheartj/ehad361es_ES
dc.repisalud.institucionCNICes_ES
dc.repisalud.orgCNICCNIC::Grupos de investigación::Regulación Molecular de la Insuficiencia Cardiacaes_ES
dc.rights.accessRightsopen accesses_ES
dc.rights.licenseAttribution-NonCommercial-NoDerivatives 4.0 Internacional*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/*
dc.subject.decsAterosclerosis
dc.subject.decsEpigénesis Genética
dc.subject.decsFactores de Riesgo
dc.subject.decsPersona de Mediana Edad
dc.subject.decsHumanos
dc.subject.decsEnfermedad de la Arteria Coronaria
dc.subject.decsInflamación
dc.subject.meshAtherosclerosises_ES
dc.subject.meshCoronary Artery Diseasees_ES
dc.subject.meshMiddle Agedes_ES
dc.subject.meshHumanses_ES
dc.subject.meshMultiomicses_ES
dc.subject.meshInflammationes_ES
dc.subject.meshEpigenesis, Genetices_ES
dc.subject.meshRisk Factorses_ES
dc.titleSubclinical atherosclerosis and accelerated epigenetic age mediated by inflammation: a multi-omics studyes_ES
dc.typeresearch articlees_ES
dc.type.hasVersionVoRes_ES
dspace.entity.typePublication
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