ArticleEuropean heart journal. Cardiovascular Imaging2022
Associations of cognitive performance with cardiovascular magnetic resonance phenotypes in the UK Biobank.
Article in European heart journal. Cardiovascular Imaging, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed.
- Bidirectional brain-heart interactions in health and disease.Nature reviews. Neurology · 2026Review
- Associations of white matter hyperintensity regression and progression with cognitive and structural brain changes: a population-based cohort study.Alzheimer's research & therapy · 2026Article
- High-fat feeding has sex-dependent effects on the structure and biomechanical properties of cerebral parenchymal arterioles and cognitive function.American journal of physiology. Heart and circulatory physiology · 2025Article
- Associations Between Cardiac Function and Brain Health in Diverse Middle-Aged Adults: The Dallas Heart Study-2.JACC. Advances · 2024Article
- A structural heart-brain axis mediates the association between cardiovascular risk and cognitive function.Imaging neuroscience (Cambridge, Mass.) · 2024Article
- Exome-wide analysis reveals role ofHGG advances · 2023Article
- Heart-brain connections: Phenotypic and genetic insights from magnetic resonance images.Science (New York, N.Y.) · 2023Article
- Multi-organ imaging demonstrates the heart-brain-liver axis in UK Biobank participants.Nature communications · 2022Article
- Atrial fibrillation prediction by combining ECG markers and CMR radiomics.Scientific reports · 2022Article
- Genome-wide associations of aortic distensibility suggest causality for aortic aneurysms and brain white matter hyperintensities.Nature communications · 2022Article
- Estimation of biological heart age using cardiovascular magnetic resonance radiomics.Scientific reports · 2022Article
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Authors and funding
14 authors.
Funding
Abstract
aimsExisting evidence suggests links between brain and cardiovascular health. We investigated associations between cognitive performance and cardiovascular magnetic resonance (CMR) phenotypes in the UK Biobank, considering a range of potential confounders. METHODS AND
resultsWe studied 29 763 participants with CMR and cognitive testing, specifically, fluid intelligence (FI, 13 verbal-numeric reasoning questions), and reaction time (RT, a timed pairs matching exercise); both were considered continuous variables for modelling. We included the following CMR metrics: left and right ventricular (LV and RV) volumes in end-diastole and end-systole, LV/RV ejection fractions, LV/RV stroke volumes, LV mass, and aortic distensibility. Multivariable linear regression models were used to estimate the association of each CMR measure with FI and RT, adjusting for age, sex, smoking, education, deprivation, diabetes, hypertension, high cholesterol, prior myocardial infarction, alcohol intake, and exercise level. We report standardized beta-coefficients, 95% confidence intervals, and P-values adjusted for multiple testing. In this predominantly healthy cohort (average age 63.0 ± 7.5 years), better cognitive performance (higher FI, lower RT) was associated with larger LV/RV volumes, higher LV/RV stroke volumes, greater LV mass, and greater aortic distensibility in fully adjusted models. There was some evidence of non-linearity in the relationship between FI and LV end-systolic volume, with reversal of the direction of association at very high volumes. Associations were consistent for men and women and in different ages.
conclusionBetter cognitive performance is associated with CMR measures likely representing a healthier cardiovascular phenotype. These relationships remained significant after adjustment for a range of cardiometabolic, lifestyle, and demographic factors, suggesting possible involvement of alternative disease mechanisms.
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