{rfName}

Indexed in

License and use

Altmetrics

Grant support

The research leading to the reported results is funded by Q12 grants from the La Caixa Foundation (grant agreement LCF/PR/PR16/11110004), Institut Guttmann, and Fundacio Abertis. Dr Pascual-Leone was partly supported by the National Institutes of Health (R24AG06142 and P01 AG031720) and the National Science Foundation. Dr Bartres-Faz was funded by the Spanish Ministry of Science, Innovation, Universities (RTI2018-095181-B-C21) and ICREA Academia 2019 award research grants. Dr Tormos was partly supported by Fundacio Joan Ribas Araquistain_Fjra, AGAUR, Agencia de Gestio d'Ajuts Universitaris i de Recerca (2018 PROD 00172), FUNDACIO LA MARATO DE TV3 (201735.10), and the European Commission (Call H2020-SC1-2016-2017_ RIA_777107). Dr Gomes-Osman was supported by the National Center for Advancing Translational Sciences of the National Institutes of Health under award KL2TR002737. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.

Analysis of institutional authors

Cattaneo, GAuthorCabello-Toscano, MAuthorBartres-Faz, DAuthor
Share
Publications
>
Article

Associations Between Cardiorespiratory Fitness, Cardiovascular Risk, and Cognition Are Mediated by Structural Brain Health in Midlife

Publicated to:Journal Of The American Heart Association. 10 (18): e020688- - 2021-09-21 10(18), DOI: 10.1161/jaha.120.020688

Authors: Espana-Irla, Goretti; Gomes-Osman, Joyce; Cattaneo, Gabriele; Albu, Sergiu; Cabello-Toscano, Maria; Solana-Sanchez, Javier; Redondo-Camos, Maria; Delgado-Gallen, Selma; Alviarez-Schulze, Vanessa; Pachon-Garcia, Catherine; Tormos, Josep M; Bartres-Faz, David; Morris, Timothy P; Pascual-Leone, Alvaro

Affiliations

Department of Medicine Facultat de Medicina i Ciències de la Salut i Institut de Neurociències Universitat de Barcelona Spain. - Author
Department of Medicine Universitat Autònoma de Barcelona Bellaterra Spain. - Author
Department of Neurology Harvard Medical School Boston MA. - Author
Department of Neurology, University of Miami Miller School of Medicine Miami FL. - Author
Department of Psychology Center for Cognitive and Brain Health Northeastern University Boston MA. - Author
Guttmann Brain Health Institute Institut GuttmannInstitut Universitari de Neurorehabilitació Adscrit a la UAB Badalona Spain. - Author
Harvard Med Sch, Dept Neurol, Boston, MA USA - Author
Hebrew SeniorLife, Deanna & Sidney Wolk Ctr Memory Hlth, Boston, MA USA - Author
Hebrew SeniorLife, Hinda & Arthur Marcus Inst Aging Res, Boston, MA USA - Author
Hinda and Arthur Marcus Institute for Aging Research and Deanna and Sidney Wolk Center for Memory Health Hebrew SeniorLife Boston MA. - Author
Northeastern Univ, Ctr Cognit & Brain Hlth, Dept Psychol, Boston, MA USA - Author
UAB, Guttmann Brain Hlth Inst, Inst Guttmann, Inst Univ Neurorehabil Adscrit, Badalona, Spain - Author
Univ Autonoma Barcelona, Dept Med, Bellaterra, Spain - Author
Univ Barcelona, Dept Med, Fac Med & Ciencies Salut, Barcelona, Spain - Author
Univ Barcelona, Inst Neurociencies, Barcelona, Spain - Author
Univ Miami, Dept Neurol, Miller Sch Med, Miami, FL USA - Author
See more

Abstract

Background Evidence in older adults suggests that higher cardiorespiratory fitness and lower cardiovascular risk are associated with greater cognition. However, given that changes in the brain that lead to cognitive decline begin decades before the onset of symptoms, understanding the mechanisms by which modifiable cardiovascular factors are associated with brain health in midlife is critical and can lead to the development of strategies to promote and maintain brain health as we age. Methods and Results In 501 middle-aged (aged 40-65 years) adult participants of the BBHI (Barcelona Brain Health Initiative), we found differential associations among cardiorespiratory fitness, cardiovascular risk, and cognition and cortical thickness. Higher cardiorespiratory fitness was significantly associated with better visuospatial abilities and frontal loading abstract problem solving (β=3.16, P=0.049) in the older middle-aged group (aged 55-65 years). In contrast, cardiovascular risk was negatively associated with better visuospatial reasoning and problem-solving abilities (β=-0.046, P=0.002), flexibility (β=-0.054, P<0.001), processing speed (β=-0.115, P<0.001), and memory (β=-0.120, P<0.001). Cortical thickness in frontal regions mediated the relationship between cardiorespiratory fitness and cognition, whereas cortical thickness in a disperse network spanning multiple cortical regions across both hemispheres mediated the relationship between cardiovascular risk and cognition. Conclusions The relationships between modifiable cardiovascular factors, cardiorespiratory fitness, and cardiovascular risk, and cognition are present in healthy middle-aged adults. These relationships are also mediated by brain structure highlighting a potential mechanistic pathway through which higher cardiorespiratory fitness and lower cardiovascular risk can positively impact cognitive function in midlife.

Keywords
aerobic fitnessblood-pressurecardiorespiratory fitnesscardiovascular healthcognitiondementia riskexercisehuman cerebral-cortexmediationmidlifeolder-adultsoxygen-uptakeproject normssex-differencesstructural brain healthvisuospatial spanAgedBrainCardiorespiratory fitnessCardiovascular diseasesCardiovascular healthCognitionExerciseHeart disease risk factorsHumansMediationMiddle agedMidlifePhysical fitnessPhysical-activity questionnaireRisk factorsStructural brain health

Quality index

Bibliometric impact. Analysis of the contribution and dissemination channel

The work has been published in the journal Journal Of The American Heart Association due to its progression and the good impact it has achieved in recent years, according to the agency Scopus (SJR), it has become a reference in its field. In the year of publication of the work, 2021, it was in position , thus managing to position itself as a Q1 (Primer Cuartil), in the category Cardiology and Cardiovascular Medicine. Notably, the journal is positioned above the 90th percentile.

From a relative perspective, and based on the normalized impact indicator calculated from World Citations provided by WoS (ESI, Clarivate), it yields a value for the citation normalization relative to the expected citation rate of: 1.62. This indicates that, compared to works in the same discipline and in the same year of publication, it ranks as a work cited above average. (source consulted: ESI Nov 14, 2024)

This information is reinforced by other indicators of the same type, which, although dynamic over time and dependent on the set of average global citations at the time of their calculation, consistently position the work at some point among the top 50% most cited in its field:

  • Field Citation Ratio (FCR) from Dimensions: 13.6 (source consulted: Dimensions May 2025)

Specifically, and according to different indexing agencies, this work has accumulated citations as of 2025-05-23, the following number of citations:

  • WoS: 21
  • Scopus: 26
  • Europe PMC: 8
  • OpenCitations: 21
Impact and social visibility

From the perspective of influence or social adoption, and based on metrics associated with mentions and interactions provided by agencies specializing in calculating the so-called "Alternative or Social Metrics," we can highlight as of 2025-05-23:

  • The use, from an academic perspective evidenced by the Altmetric agency indicator referring to aggregations made by the personal bibliographic manager Mendeley, gives us a total of: 56.
  • The use of this contribution in bookmarks, code forks, additions to favorite lists for recurrent reading, as well as general views, indicates that someone is using the publication as a basis for their current work. This may be a notable indicator of future more formal and academic citations. This claim is supported by the result of the "Capture" indicator, which yields a total of: 54 (PlumX).

With a more dissemination-oriented intent and targeting more general audiences, we can observe other more global scores such as:

  • The Total Score from Altmetric: 13.9.
  • The number of mentions on the social network Facebook: 1 (Altmetric).
  • The number of mentions on the social network X (formerly Twitter): 17 (Altmetric).

It is essential to present evidence supporting full alignment with institutional principles and guidelines on Open Science and the Conservation and Dissemination of Intellectual Heritage. A clear example of this is:

  • The work has been submitted to a journal whose editorial policy allows open Open Access publication.
Leadership analysis of institutional authors

This work has been carried out with international collaboration, specifically with researchers from: United States of America.