ArticleThe Lancet regional health. Western Pacific2024
Independent and joint associations of cardiometabolic multimorbidity and depression on cognitive function: findings from multi-regional cohorts and generalisation from community to clinic.
Article in The Lancet regional health. Western Pacific, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.
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Who cites it
27 citing papers in PubMed.
- Cardiometabolic multimorbidity and survival after out-of-hospital cardiac arrest.Resuscitation plus · 2026Article
- Accelerated multimorbidity in early adulthood and long-term functional disability in later life: a life-course epidemiological study.International journal for equity in health · 2026Article
- Cardiometabolic multimorbidity and short-term outcomes in pulmonary embolism: Findings from the CURES Registry-2.American journal of preventive cardiology · 2026Article
- Article
- Development and validation of a cardiometabolic multimorbidity prediction model in middle-aged and older adults.Scientific reports · 2026Article
- Sleep duration and cognitive function in middle-aged and older adults: a multinational study in China, England, and India.BMC public health · 2026Article
- Joint assessment of white blood cell-to-HDL cholesterol ratio and waist-to-height-hemoglobin A1c for cardiometabolic multimorbidity risk: a prospective cohort study and cross-sectional study.Frontiers in nutrition · 2026Article
- Self-awareness of falls and its influencing factors in older patients with cardiometabolic multimorbidity: a latent profile analysis.Frontiers in public health · 2026Article
- Cross-sectional associations of metabolic risk indices and cardiometabolic multimorbidity among adults with depressive symptoms: evidence from China and the United Kingdom.Archives of medical science : AMS · 2026Article
- Physical-psychological-cognitive multimorbidity: a narrative review.Frontiers in public health · 2026Review
- Cross-national predictive correlates of depressive symptoms among middle-aged and older adults with chronic conditions: an explainable machine learning analysis.Frontiers in psychiatry · 2026Article
- Posttraumatic stress disorder, major depression, and mild cognitive impairment: A cohort study of world trade center responders.Psychiatry research · 2026Article
- Joint Associations of Cardiometabolic Multimorbidity and Depressive Symptoms on Cognitive Function Among Chinese Middle-Aged and Older Adults.Neuropsychiatric disease and treatment · 2026Article
- The impact of cardiometabolic multimorbidity on cognitive function in older adults: a review.Frontiers in public health · 2026Review
- Two-cohort machine learning approach for predicting the risk of secondary hyperlipidemia in patients with depression.Frontiers in endocrinology · 2026Article
- Comorbidity of undiagnosed mood symptoms with dementia risk in multi-regional multi-ethnic adults: evidence from epidemiological findings and plasma metabolites.Epidemiology and psychiatric sciences · 2025Article
- Association between nighttime light and cardiometabolic multimorbidity: a prospective cohort study of UK Biobank.BMC public health · 2025Article
- Article
- Prevalence and factors associated with cardiometabolic multimorbidity: a cross-sectional study in older adults of the first Brazilian hypertension registry.BMC cardiovascular disorders · 2025Article
- Different Metabolic Phenotypes of Obesity and 2 Decades Risk of Cardio-Renal-Metabolic Multimorbidity: Tehran Lipid and Glucose Study.Journal of the American Heart Association · 2025Article
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47 authors.
Funding
Abstract
Background: Cardiometabolic multimorbidity (CMM) and depression are often co-occurring in older adults and associated with neurodegenerative outcomes. The present study aimed to estimate the independent and joint associations of CMM and depression on cognitive function in multi-regional cohorts, and to validate the generalizability of the findings in additional settings, including clinical. Methods: Data harmonization was performed across 14 longitudinal cohort studies within the Cohort Studies of Memory in an International Consortium (COSMIC) group, spanning North America, South America, Europe, Africa, Asia, and Australia. Three external validation studies with distinct settings were employed for generalization. Participants were eligible for inclusion if they had data for CMM and were free of dementia at baseline. Baseline CMM was defined as: 1) CMM 5, ≥2 among hypertension, hyperlipidemia, diabetes, stroke, and heart disease and 2) CMM 3 (aligned with previous studies), ≥2 among diabetes, stroke, and heart disease. Baseline depression was primarily characterized by binary classification of depressive symptom measurements, employing the Geriatric Depression Scale and the Center for Epidemiological Studies-Depression scale. Global cognition was standardized as z-scores through harmonizing multiple cognitive measures. Longitudinal cognition was calculated as changes in global cognitive z-scores. A pooled individual participant data (IPD) analysis was utilized to estimate the independent and joint associations of CMM and depression on cognitive outcomes in COSMIC studies, both cross-sectionally and longitudinally. Repeated analyses were performed in three external validation studies. Findings: Of the 32,931 older adults in the 14 COSMIC cohorts, we included 30,382 participants with complete data on baseline CMM, depression, and cognitive assessments for cross-sectional analyses. Among them, 22,599 who had at least 1 follow-up cognitive assessment were included in the longitudinal analyses. The three external studies for validation had 1964 participants from 3 multi-ethnic Asian older adult cohorts in different settings (community-based, memory clinic, and post-stroke study). In COSMIC studies, each of CMM and depression was independently associated with cross-sectional and longitudinal cognitive function, without significant interactions between them ( Interpretation: Our findings highlighted the importance of investigating age-related co-morbidities in a multi-dimensional perspective. Targeting both cardiometabolic and psychological conditions to prevent cognitive decline could enhance effectiveness. Funding: Natural Science Foundation of China and National Institute on Aging/National Institutes of Health.
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