Publication:
Longitudinal interplay between subclinical atherosclerosis, cardiovascular risk factors, and cerebral glucose metabolism in midlife: results from the PESA prospective cohort study.

dc.contributor.authorTristão-Pereira, Catarina
dc.contributor.authorFuster, Valentin
dc.contributor.authorOliva, Belen
dc.contributor.authorMoreno-Arciniegas, Andrea
dc.contributor.authorGarcia-Lunar, Ines
dc.contributor.authorPerez-Herreras, Cristina
dc.contributor.authorSchöll, Michael
dc.contributor.authorSuárez-Calvet, Marc
dc.contributor.authorMoro, Maria Angeles
dc.contributor.authorGarcia-Alvarez, Ana
dc.contributor.authorFernandez-Ortiz, Antonio
dc.contributor.authorSanchez-Gonzalez, Javier
dc.contributor.authorZetterberg, Henrik
dc.contributor.authorBlennow, Kaj
dc.contributor.authorIbáñez, Borja
dc.contributor.authorGispert, Juan D
dc.contributor.authorCortes-Canteli, Marta
dc.contributor.funderCentro Nacional de Investigaciones Cardiovasculares Carlos III (España)es_ES
dc.contributor.funderBanco Santanderes_ES
dc.contributor.funderUnión Europea. Fondo Europeo de Desarrollo Regional (FEDER/ERDF)es_ES
dc.contributor.funderMinisterio de Ciencia e Innovación. Centro de Excelencia Severo Ochoa (España)es_ES
dc.contributor.funderMinisterio de Ciencia e Innovación (España)es_ES
dc.contributor.funderFundación ProCNICes_ES
dc.contributor.funderFundación La Caixaes_ES
dc.contributor.funderFundación BBVAes_ES
dc.contributor.funderUnión Europea. Comisión Europea. European Research Council (ERC)es_ES
dc.contributor.funderKnut and Alice Wallenberg Foundationes_ES
dc.contributor.funderSwedish Research Counciles_ES
dc.contributor.funderMarie Curiees_ES
dc.date.accessioned2023-10-17T09:16:52Z
dc.date.available2023-10-17T09:16:52Z
dc.date.issued2023-09
dc.description.abstractBACKGROUND Cardiovascular disease and dementia often coexist at advanced stages. Yet, longitudinal studies examining the interplay between atherosclerosis and its risk factors on brain health in midlife are scarce. We aimed to characterise the longitudinal associations between cerebral glucose metabolism, subclinical atherosclerosis, and cardiovascular risk factors in middle-aged asymptomatic individuals. METHODS The Progression of Early Subclinical Atherosclerosis (PESA) study is a Spanish longitudinal observational cohort study of 4184 asymptomatic individuals aged 40-54 years (NCT01410318). Participants with subclinical atherosclerosis underwent longitudinal cerebral [18F]fluorodeoxyglucose ([18F]FDG)-PET, and annual percentage change in [18F]FDG uptake was assessed (primary outcome). Cardiovascular risk was quantified with SCORE2 and subclinical atherosclerosis with three-dimensional vascular ultrasound (exposures). Multivariate regression and linear mixed effects models were used to assess associations between outcomes and exposures. Additionally, blood-based biomarkers of neuropathology were quantified and mediation analyses were performed. Secondary analyses were corrected for multiple comparisons using the false discovery rate (FDR) approach. FINDINGS This longitudinal study included a PESA subcohort of 370 participants (median age at baseline 49·8 years [IQR 46·1-52·2]; 309 [84%] men, 61 [16%] women; median follow-up 4·7 years [IQR 4·2-5·2]). Baseline scans took place between March 6, 2013, and Jan 21, 2015, and follow-up scans between Nov 24, 2017, and Aug 7, 2019. Persistent high risk of cardiovascular disease was associated with an accelerated decline of cortical [18F]FDG uptake compared with low risk (β=-0·008 [95% CI -0·013 to -0·002]; pFDR=0·040), with plasma neurofilament light chain, a marker of neurodegeneration, mediating this association by 20% (β=0·198 [0·008 to 0·740]; pFDR=0·050). Moreover, progression of subclinical carotid atherosclerosis was associated with an additional decline in [18F]FDG uptake in Alzheimer's disease brain regions, not explained by cardiovascular risk (β=-0·269 [95% CI -0·509 to -0·027]; p=0·029). INTERPRETATION Middle-aged asymptomatic individuals with persistent high risk of cardiovascular disease and subclinical carotid atherosclerosis already present brain metabolic decline, suggesting that maintenance of cardiovascular health during midlife could contribute to reductions in neurodegenerative disease burden later in life. FUNDING Spanish Ministry of Science and Innovation, Instituto de Salud Carlos III, Santander Bank, Pro-CNIC Foundation, BrightFocus Foundation, BBVA Foundation, "la Caixa" Foundation.es_ES
dc.description.peerreviewedes_ES
dc.description.sponsorshipSpanish Ministry of Science and Innovation, Instituto de Salud Carlos III, Santander Bank, Pro-CNIC Foundation, BrightFocus Foundation, BBVA Foundation, “la Caixa” Foundation. We thank the PESA participants and the imaging, administrative, and medical PESA teams. The PESA study is equally co-funded by the Centro Nacional de Investigaciones Cardiovasculares Carlos III (CNIC) and Santander Bank (Madrid, Spain) and also receives funding from the Instituto de Salud Carlos III (ISCIII), Madrid, Spain (PI15/02019), the European Regional Development Fund (ERDF—A Way to Build Europe), and the European Social Fund (ESF—Investing in Your Future). CNIC is a Severo Ochoa Center of Excellence (CEX2020- 001041-S) and is supported by the ISCIII, the Spanish Ministry for Science and Innovation, and the Pro-CNIC Foundation. CT-P was supported by a “la Caixa” Foundation fellowship (ID 100010434, LCF/BQ/DI19/11730052). MC-C was supported by a Miguel Servet type II research contract (ISCIII, CPII21/00007) and the Fondo de Investigación Sanitaria (ISCIII, PI20/00819). We acknowledge the Sephardic Foundation on Aging and other donors of the Alzheimer’s Disease Research (grant number A2022034S), a programme of the BrightFocus Foundation, for support of this research. This work was also partially produced with the support of a 2021 Leonardo Grant for Researchers and Cultural Creators from the BBVA Foundation awarded to MC-C (the Foundation takes no responsibility for the opinions, statements, and contents of this project, which are entirely the responsibility of its authors). BI was supported by the European Research Council (ERC-2018-CoG 819775-MATRIX). MS is supported by the Knut and Alice Wallenberg Foundation (Wallenberg Centre for Molecular and Translational Medicine; KAW2014.0363), the Swedish Research Council (2017-02869, 2021-02678, 2021-06545), the Swedish state under the agreement between the Swedish Government and the County Councils, the ALF-agreement (ALFGBG-813971, ALFGBG-965326), the Swedish Brain Foundation (FO2021-0311), and the Swedish Alzheimer Foundation (AF-740191). MS-C receives funding from the European Research Council (grant agreement number 948677), project “PI19/00155”, funded by ISCIII and co-funded by the EU, and a fellowship from “la Caixa” Foundation (ID 100010434) and from the EU’s Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement number 847648 (LCF/BQ/PR21/11840004). HZ is a Wallenberg Scholar supported by grants from the Swedish Research Council (#2022-01018), the EU’s Horizon Europe research and innovation programme under grant agreement number 101053962, Swedish State Support for Clinical Research (#ALFGBG-71320), the Alzheimer Drug Discovery Foundation, USA (#201809-2016862), the AD Strategic Fund and the Alzheimer’s Association (#ADSF-21-831376-C, #ADSF-21-831381-C, #ADSF-21-831377-C), the Bluefield Project, the Olav Thon Foundation, the Erling-Persson Family Foundation, Stiftelsen för Gamla Tjänarinnor, Hjärnfonden, Sweden (#FO2022-0270), the EU’s Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement number 860197 (MIRIADE), the EU Joint Programme – Neurodegenerative Disease Research (JPND2021-00694), and the UK Dementia Research Institute at UCL (UKDRI-1003). KB is supported by the Swedish Research Council (#2017-00915, #2022-00732), the Swedish state under the agreement between the Swedish Government and the County Councils, the ALFagreement (#ALFGBG-715986, #ALFGBG-965240), the Swedish Alzheimer Foundation (#AF-930351, #AF-939721, #AF-968270), Hjärnfonden, Sweden (#FO2017-0243, #ALZ2022-0006), the Alzheimer’s Association 2021 Zenith Award (ZEN-21-848495), and the Alzheimer’s Association 2022–2025 grant (SG-23-1038904 QC).es_ES
dc.format.number9es_ES
dc.format.pagee487es_ES
dc.format.volume4es_ES
dc.identifier.citationLancet Healthy Longev. 2023 Sep;4(9):e487-e498.es_ES
dc.identifier.doi10.1016/S2666-7568(23)00134-4es_ES
dc.identifier.e-issn2666-7568es_ES
dc.identifier.journalThe lancet. Healthy longevityes_ES
dc.identifier.pubmedID37659430es_ES
dc.identifier.urihttp://hdl.handle.net/20.500.12105/16572
dc.language.isoenges_ES
dc.publisherElsevieres_ES
dc.relation.projectFECYTinfo:eu-repo/grantAgreement/ES/CEX2020-001041-Ses_ES
dc.relation.projectFECYTinfo:eu-repo/grantAgreement/ES/PI15/02019es_ES
dc.relation.projectFECYTinfo:eu-repo/grantAgreement/ES/LCF/BQ/DI19/11730052es_ES
dc.relation.projectFECYTinfo:eu-repo/grantAgreement/ES/CPII21/Marie Skłodowska-Curie/00007es_ES
dc.relation.projectFECYTinfo:eu-repo/grantAgreement/ES/PI20/00819es_ES
dc.relation.projectFECYTinfo:eu-repo/grantAgreement/ES/PI19/00155es_ES
dc.relation.projectIDinfo:eu-repo/grantAgreement/EC/H2020/ERC-2018-CoG 819775-MATRIXes_ES
dc.relation.projectIDinfo:eu-repo/grantAgreement/EC/H2020/ERC/948677es_ES
dc.relation.projectIDinfo:eu-repo/grantAgreement/EC/H2020/847648es_ES
dc.repisalud.institucionCNICes_ES
dc.repisalud.orgCNICCNIC::Grupos de investigación::Laboratorio Traslacional para la Imagen y Terapia Cardiovasculares_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.meshCardiovascular Diseaseses_ES
dc.subject.meshNeurodegenerative Diseaseses_ES
dc.subject.meshAtherosclerosises_ES
dc.subject.meshCarotid Artery Diseaseses_ES
dc.subject.meshMalees_ES
dc.subject.meshHumanses_ES
dc.subject.meshFemalees_ES
dc.subject.meshMiddle Agedes_ES
dc.subject.meshFluorodeoxyglucose F18es_ES
dc.subject.meshLongitudinal Studieses_ES
dc.subject.meshProspective Studieses_ES
dc.subject.meshRisk Factorses_ES
dc.subject.meshHeart Disease Risk Factorses_ES
dc.subject.meshGlucosees_ES
dc.titleLongitudinal interplay between subclinical atherosclerosis, cardiovascular risk factors, and cerebral glucose metabolism in midlife: results from the PESA prospective cohort study.es_ES
dc.typejournal articlees_ES
dc.type.hasVersionVoRes_ES
dspace.entity.typePublication
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