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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.date.accessioned2023-09-05T09:21:13Z
dc.date.available2023-09-05T09:21:13Z
dc.date.issued2023-08-01
dc.identifier.citationEur Heart J. 2023 Aug 1;44(29):2698-2709.es_ES
dc.identifier.urihttp://hdl.handle.net/20.500.12105/16410
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.es_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.language.isoenges_ES
dc.publisherOxford University Press es_ES
dc.type.hasVersionVoRes_ES
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/*
dc.subject.meshAtherosclerosis es_ES
dc.subject.meshCoronary Artery Disease es_ES
dc.subject.meshMiddle Aged es_ES
dc.subject.meshHumans es_ES
dc.subject.meshMultiomicses_ES
dc.subject.meshInflammation es_ES
dc.subject.meshEpigenesis, Genetices_ES
dc.subject.meshRisk Factors es_ES
dc.titleSubclinical atherosclerosis and accelerated epigenetic age mediated by inflammation: a multi-omics study.es_ES
dc.typejournal articlees_ES
dc.rights.licenseAttribution-NonCommercial-NoDerivatives 4.0 Internacional*
dc.identifier.pubmedID37339167es_ES
dc.format.volume44es_ES
dc.format.number29es_ES
dc.format.page2698es_ES
dc.identifier.doi10.1093/eurheartj/ehad361es_ES
dc.contributor.funderCentro Nacional de Investigaciones Cardiovasculares Carlos III (España) es_ES
dc.contributor.funderInstituto de Salud Carlos III es_ES
dc.contributor.funderUnión Europea. Fondo Europeo de Desarrollo Regional (FEDER/ERDF) es_ES
dc.contributor.funderAgencia Nacional de Investigación e Innovación (Uruguay) es_ES
dc.contributor.funderFundación ProCNIC es_ES
dc.contributor.funderMinisterio de Ciencia e Innovación. Centro de Excelencia Severo Ochoa (España) es_ES
dc.description.peerreviewedes_ES
dc.identifier.e-issn1522-9645es_ES
dc.relation.publisherversion10.1093/eurheartj/ehad361es_ES
dc.identifier.journalEuropean heart journales_ES
dc.repisalud.orgCNICCNIC::Grupos de investigación::Regulación Molecular de la Insuficiencia Cardiacaes_ES
dc.repisalud.institucionCNICes_ES
dc.rights.accessRightsopen accesses_ES
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


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Attribution-NonCommercial-NoDerivatives 4.0 Internacional
Este Item está sujeto a una licencia Creative Commons: Attribution-NonCommercial-NoDerivatives 4.0 Internacional