ArticleJAMA network open2022
Evaluation of Adiposity and Cognitive Function in Adults.
Article in JAMA network open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 66 papers, 2 of them syntheses that pooled it.
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Who cites it
66 citing papers in PubMed, 2 syntheses or guidelines pooled it, 108 citations in OpenAlex.
- Bariatric Surgery Improves Cognition Function in the Patients with Obesity: A Meta-Analysis.Obesity surgery · 2024Pooled it
- Effects of different physical activities on brain-derived neurotrophic factor: A systematic review and bayesian network meta-analysis.Frontiers in aging neuroscience · 2022Pooled it
- Association of systolic blood pressure variability with cognitive decline in type 2 diabetes: A post hoc analysis of a randomized clinical trial.Journal of diabetes · 2024Trial
- Brain effect of bariatric surgery in people with obesity.International journal of obesity (2005) · 2022Trial
- Ultraprocessed Food Intake and Adiposity, Vascular Brain Injury, and Cognition in Middle-Aged Adults.JAMA network open · 2026Article
- Microbiota-Gut-Brain Axis Mechanisms in Cognitive Impairment Associated with Central Obesity.Current obesity reports · 2026Review
- Bioimpedance: From Body Composition Assessment to Emerging Technologies in Clinical Nutrition.Nutrients · 2026Review
- Mapping sex-specific associations of adiposity with age-related cognitive decline and multimodal Alzheimer's pathology.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- Exploring the link between body physiology and cognition: the role of the brain and aging.npj aging · 2026Article
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- Association of metabolic obesity phenotypes with cognitive decline in the ELSA-Brasil study.Diabetes, obesity & metabolism · 2026Article
- Resting-state brain dynamics are associated with body fat percentage and sympathetic outflow in healthy adults.Clinical autonomic research : official journal of the Clinical Autonomic Research Society · 2026Article
- Effects of peanut consumption on task-related brain activation, cognition and neuroinflammation in older adults with memory complaints: a randomized controlled trial.Frontiers in nutrition · 2026Article
- Exercise snacks and cognitive health in older adults: mechanisms, implementation, and public health relevance.Frontiers in public health · 2026Review
- Association between waist-to-height ratio and cognitive impairment among community-dwelling elderly adults in Laoshan, Qingdao: a cross-sectional study.Frontiers in nutrition · 2026Article
- Obesity suppresses hippocampal neurogenesis and impairs memory and executive function in a weight and sex-specific manner.Physiology & behavior · 2026Article
- Significant reverse association between dietary selenium intake and visceral adiposity in the CODING study.Scientific reports · 2025Article
- Triglyceride-glucose index and its combination with anthropometric obesity indicators are significant predictors of visceral obesity among the Newfoundland population.Scientific reports · 2025Article
- Visceral adipose tissue and hepatic fat as determinants of carotid atherosclerosis.Communications medicine · 2025Article
6 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
21 authors at 14 institutions in 2 countries.
Funding
Abstract
Importance: Excess adipose tissue increases other cardiovascular risk factors, which may be associated with vascular brain injury and cognitive impairment. However, the extent to which the amount and distribution of adipose tissue may be associated with lower cognitive scores, independent of its association with cardiovascular risk factors, is not well characterized. Objective: To investigate the association of adiposity on vascular brain injury and cognitive scores. Design, Setting, and Participants: A total of 9189 participants from the Canadian Alliance for Healthy Hearts and Minds (CAHHM) and the Prospective Urban Rural Epidemiological-Mind (PURE-MIND) cohort studies were included in this cross-sectional analysis. Of these adults, 9166 underwent bioelectrical impedance analysis to assess body fat (BF) percentage, and 6773 underwent magnetic resonance imaging to assess vascular brain injury and measure visceral adipose tissue (VAT) volume. Participants from CAHHM were recruited from January 1, 2014, to December 31, 2018, and PURE-MIND participants were recruited from January 1, 2010, to December 31, 2018. Both CAHHM and PURE-MIND comprise multisite, population-based cohorts. Participants from CAHHM are from Canada, and PURE-MIND participants are from Canada or Poland. Data analysis was performed from May 3 to November 24, 2021. Exposures: The percentage of BF and VAT were modeled as sex-specific quartiles. Vascular brain injury was defined as high white matter hyperintensities or silent brain infarction. Multivariable mixed models were used to examine factors associated with reduced cognitive scores. Main Outcomes and Measures: Cognitive function was assessed using the Digital Symbol Substitution Test (DSST; scores range from 0 to 133, with lower scores indicating lower cognitive function) and Montreal Cognitive Assessment (scores range from 0 to 30, with a score of ≥26 denoting normal cognitive function). Reduced cognition was defined as a DSST score less than 1 SD below the mean. Cardiovascular risk was assessed using the INTERHEART Risk Score (IHRS; scores range from 0 to 48; low risk is defined as a score of 0 to 9, moderate risk as 10 to 16, and high risk as 17 or higher). Results: A total of 9189 adults (mean [SD] age, 57.8 [8.8] years; 5179 [56.4%] women; and 1013 [11.0%] East and Southeast Asian; 295 [3.2%] South Asian; 7702 [83.8%] White European; and 179 [1.9%] other, including Black, Indigenous, mixed, and unknown ethnicity) participated in the study. Visceral adipose tissue was highly correlated with body adiposity measured by BF percentage (r = 0.76 in women; r = 0.70 in men). Cardiovascular risk factors increased with increasing BF percentage with the fourth quartile IHRS at 13.8 (95% CI, 13.5-14.0; P < .001 for trend) and with VAT with the fourth quartile IHRS at 13.3 (95% CI, 13.0-13.5; P < .001 for trend). Vascular brain injury increased with increasing BF percentage with the fourth quartile value at 8.6% (95% CI, 7.5%-9.8%; P = .007 for trend) and with increasing VAT with fourth quartile value at 7.2% (95% CI, 6.0-8.4; P = .05 for trend). Cognitive scores were lower with increasing BF percentage with the fourth quartile score of 70.9 (95% CI, 70.4-71.5; P < .001 for trend) and for VAT with the fourth quartile score of 72.8 (95% CI, 72.1-73.4; P < .001 for trend). For every 1-SD increase in BF percentage (9.2%) or VAT (36 mL), the DSST score was lower by 0.8 points (95% CI, 0.4-1.1; P < .001) for BF percentage and lower by 0.8 points (95% CI, 0.4-1.2; P < .001) for VAT, adjusted for cardiovascular risk factors and vascular brain injury. The population attributable risk for reduced DSST score for higher BF percentage was 20.5% (95% CI, 7.0%-33.2%) and for VAT was 19.6% (95% CI, 2.0%-36.0%). Higher BF percentage and VAT were not associated with Montreal Cognitive Assessment scores. Conclusions and Relevance: In this cross-sectional study, generalized and visceral adiposity were associated with reduced cognitive scores, after adjustment for cardiovascular risk factors, educational level, and vascular brain injury. These results suggest that strategies to prevent or reduce adiposity may preserve cognitive function.
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