ArticleInternational journal of epidemiology2023
The relationship between adiposity and cognitive function: a bidirectional Mendelian randomization study in UK Biobank.
Article in International journal of epidemiology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed, 21 citations in OpenAlex.
- Article
- Correlation analysis of cognitive dysfunction and fluctuations in serum fibroblast growth factor 21 (FGF21) levels in the overweight group.Journal of medical biochemistry · 2026Article
- Systematic analysis of associations between obesity and memory decline.GeroScience · 2026Article
- Multimodal (Bio)Markers and Risk of Obesity - A Comprehensive Scoping Review.Advances in nutrition (Bethesda, Md.) · 2026Article
- Effects of serum hypersensitive C-reactive protein and BMI on cognitive dysfunction in first-episode and drug-naive patients with major depressive disorder.BMC psychiatry · 2026Article
- Population-Based Structural Evidence: Triadic Effects of Periodontitis, Depression, and Biological Aging on Cognitive Health.Gerontology · 2026Article
- Multivariate associations between systemic inflammation, metabolic dysregulation, and cognitive performance in project FRONTIER.Frontiers in aging neuroscience · 2026Article
- The impact of healthy lifestyles on cognitive function in community-dwelling older adults: A cross-sectional study in Shanghai, China.Global health & medicine · 2025Article
- Association of novel obesity indexes with cognitive impairment: a cross-sectional study of a low-income population in rural China in 2014.BMC public health · 2025Article
- Fat-brain axis indicated by mutual impacts between body fat and brain phenotypes.Journal of translational medicine · 2025Article
- Relationship between renal function and cognitive impairment in patients with stable schizophrenia: a multicenter cross-sectional study.BMC psychiatry · 2025Article
- Quantifying Cognitive Function in Diabetes: Relationships Between AD8 Scores, HbA1c Levels, and Other Diabetic Comorbidities.Biomedicines · 2025Article
- The Interaction Between Cognitive Abilities and White Matter Hyperintensity Phenotypes: A Novel Perspective on Bidirectional Causality.Brain and behavior · 2025Article
- Causal links between obesity, lipids, adipokines, and cognition: a bidirectional Mendelian-randomization analysis.Frontiers in endocrinology · 2025Article
- Dose-dependent interaction of dietary vitamin B2 and E in relation to cognitive performance: a cross-sectional study of older adults.Frontiers in nutrition · 2025Article
- Early-life cumulative exposure to excess bodyweight and midlife cognitive function: longitudinal analysis in three British birth cohorts.The lancet. Healthy longevity · 2024Article
- Investigating causality and shared genetic architecture between body mass index and cognitive function: a genome-wide cross-trait analysis and bi-directional Mendelian randomization study.Frontiers in aging neuroscience · 2024Article
- Body roundness index and cognitive function in older adults: a nationwide perspective.Frontiers in aging neuroscience · 2024Article
Corrections and comments
- Erratum issued
Authors and funding
5 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundThere may be a bidirectional relationship between cognition and adiposity, whereby poor cognition leads to increased adiposity and vice versa. We aimed to determine whether these findings are causal, by undertaking a bidirectional Mendelian randomization (MR) study.
methodsA total of 378 877 UK Biobank participants had three adiposity indicators [body fat percentage (BF%), body mass index (BMI) and waist-hip ratio] and two cognitive function measures (reaction time, visual memory). We examined observational associations between each adiposity indicator and cognitive function and vice versa. Using bidirectional inverse-variance weighted MR, we estimated the strength of the adiposity-cognitive function association using genetic instruments for adiposity indicators as our exposures, and we repeated this in the opposite direction using instruments for cognitive function.
resultsIn the direction adiposity to cognitive function, MR analyses were generally directionally consistent with observational findings, but all confidence intervals contained the null. In the opposite direction, MR estimates for all adiposity measures on reaction time were imprecise and directionally inconsistent. MR estimates for the effects of visual memory on all adiposity measures indicated worse visual memory was associated with lower adiposity. For example, a 1-unit worse visual memory score was associated with a 1.32% [β = -1.32; 95% confidence interval (CI): -0.77,-1.88] and 3.57% (β = -3.64; 95% CI: -1.84,-5.15) lower absolute body fat percentage and relative body mass index, respectively.
conclusionsObservational associations of adiposity on cognitive function are likely not causal. In the reverse direction, our consistent findings that worse visual memory is associated with three adiposity indicators provide support for a causal link between worse visual memory and lower adiposity.
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