ArticleEClinicalMedicine2022
Association of a wide range of individual chronic diseases and their multimorbidity with brain volumes in the UK Biobank: A cross-sectional study.
Article in EClinicalMedicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 1 of them a synthesis that pooled it.
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Who cites it
26 citing papers in PubMed, 1 synthesis or guideline pooled it, 31 citations in OpenAlex.
- Prevalence of Use of Potentially Inappropriate Medications Among Older Adults Worldwide: A Systematic Review and Meta-Analysis.JAMA network open · 2023Pooled it
- Chronic conditions and aortic disease risk: a prospective cohort study with predictive and etiological analyses.Nature communications · 2026Article
- Mapping genetic convergence across brain structure, mental health, and cardiometabolic disease.Communications medicine · 2026Article
- Association between metabolic score for insulin resistance and risk of cardiometabolic multimorbidity: an analysis based on two national prospective cohorts.Nutrition & metabolism · 2026Article
- Multimorbidity burden and patterns associated with DeepBrainNet-derived brain-age gap in dementia-free older adults: A community-based study.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- Article
- Brain-body interactions in systemic diseases: a survey from an imaging perspective.MedScience · 2026Review
- The impact of cardiometabolic multimorbidity on cognitive function in older adults: a review.Frontiers in public health · 2026Review
- The Relationships Between MASLD, Extrahepatic Multimorbidity, and All-Cause Mortality in the UK Biobank Cohort.The Journal of clinical endocrinology and metabolism · 2025Article
- Neural-genetic-environmental evidence for a disease factor in mental and physical health multimorbidity.Nature communications · 2025Article
- Multimorbidity in dementia: Current perspectives and future challenges.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025Review
- Association of multimorbidity and disease clusters with neuroimaging and cognitive outcomes in UK Biobank.The journal of prevention of Alzheimer's disease · 2025Article
- Plasma Metabolites Link Non-Communicable Diseases to Increased White Matter Hyperintensities.CNS neuroscience & therapeutics · 2025Article
- Obesity and brain volumes: mediation by cardiometabolic and inflammatory measures.Stroke and vascular neurology · 2025Article
- Machine learning based metabolomic and genetic profiles for predicting multiple brain phenotypes.Journal of translational medicine · 2024Article
- Cardiometabolic multimorbidity, peripheral biomarkers, and dementia in rural older adults: The MIND-China study.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2024Article
- Association of polygenic scores for autism with volumetric MRI phenotypes in cerebellum and brainstem in adults.Molecular autism · 2024Article
- Essential New Complexity-Based Themes for Patient-Centered Diagnosis and Treatment of Dementia and Predementia in Older People: Multimorbidity and Multilevel Phenomenology.Journal of clinical medicine · 2024Review
- Association of mild and complex multimorbidity with structural brain changes in older adults: A population-based study.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2024Article
- Association between Resting Heart Rate and Machine Learning-Based Brain Age in Middle- and Older-Age.The journal of prevention of Alzheimer's disease · 2024Article
Corrections and comments
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Authors and funding
12 authors at 4 institutions in 2 countries.
Funding
Abstract
Background: Little is known regarding associations of conventional and emerging diseases and their multimorbidity with brain volumes. Methods: This cross-sectional study included 36,647 European ancestry individuals aged 44-81 years with brain magnetic resonance imaging data from UK Biobank. Brain volumes were measured between 02 May 2014 and 31 October 2019. General linear regression models were used to associate 57 individual major diseases with brain volumes. Latent class analysis was used to identify multimorbidity patterns. A multimorbidity score for brain volumes was computed based on the estimates for individual groups of diseases. Findings: Out of 57 major diseases, 16 were associated with smaller volumes of total brain, 14 with smaller volumes of grey matter, and six with smaller hippocampus volumes, and four major diseases were associated with higher white matter hyperintensity (WMH) load after adjustment for all other diseases. The leading contributors to the variance of total brain volume were hypertension (R Interpretation: Besides conventional diseases, we found an association between numerous emerging diseases and smaller brain volumes. CMD-related multimorbidity patterns are associated with smaller brain volumes. Men or younger adults with multimorbidity are more in need of care for promoting brain health. These findings are from an association study and will need confirmation. Funding: The Fundamental Research Funds of the State Key Laboratory of Ophthalmology, Project of Investigation on Health Status of Employees in Financial Industry in Guangzhou, China (Z012014075), Science and Technology Program of Guangzhou, China (202,002,020,049).
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