ArticleEuropean psychiatry : the journal of the Association of European Psychiatrists2024
Association of cardiometabolic multimorbidity with risk of late-life depression: a nationwide twin study.
Article in European psychiatry : the journal of the Association of European Psychiatrists, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis that pooled it.
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Who cites it
11 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Multimorbidity and the risk of depression: a systematic review of cohort studies.Journal of global health · 2026Pooled it
- Joint Trajectories of Physical Activity and Depressive Symptoms and Incident Cardiometabolic Multimorbidity: A Multi-Cohort Study.Diabetes, obesity & metabolism · 2026Article
- Association of cumulative exposure and dynamic change patterns of metabolic syndrome score with cardiometabolic multimorbidity progression among middle-aged and older Chinese adults: a longitudinal analysis based on CHARLS.Cardiovascular diabetology. Endocrinology reports · 2026Article
- Trajectory of depression occurrence before, during, and after dementia diagnosis: A population-based study.Translational psychiatry · 2026Article
- Article
- The impact of sensory impairment on cardiometabolic multimorbidity in middle-aged and older adults: the mediating role of depressive symptoms.European journal of medical research · 2025Article
- Socioeconomic status, depressive symptoms and cardiometabolic kidney syndrome: an analysis based on national representative data.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
- Joint Associations of Frailty and Cardiometabolic Diseases With Risk of All-Cause and Cardiac Mortality.JACC. Asia · 2025Article
- Linking cardiometabolic multimorbidity to depressive symptoms in the oldest-old: results from a cross-sectional study in Germany.BMC public health · 2025Article
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Abstract
backgroundCardiometabolic diseases (CMDs) including heart disease, stroke, and type 2 diabetes have been individually linked to depression. However, their combined impact on depression risk is unclear. We aimed to examine the association between cardiometabolic multimorbidity and depression and explore the role of genetic background in this association.
methodsWithin the Swedish Twin Registry, 40,080 depression-free individuals (mean age 60 years) were followed for 18 years. Cardiometabolic multimorbidity was defined as having ≥2 CMDs. CMDs and depression were ascertained based on the National Patient Register. Cox regression was used to estimate the CMD-depression association in a classical cohort study design and a matched co-twin design involving 176 twin pairs. By comparing the associations between monozygotic and dizygotic co-twins, the contribution of genetic background was estimated.
resultsAt baseline, 4809 (12.0%) participants had one CMD and 969 (2.4%) had ≥2 CMDs. Over the follow-up period, 1361 participants developed depression. In the classical cohort design, the multi-adjusted hazard ratios (95% confidence interval [CIs]) of depression were 1.52 (1.31-1.76) for those with one CMD and 1.83 (1.29-2.58) for those with ≥2 CMDs. CMDs had a greater risk effect on depression if they developed in mid-life (<60 years) as opposed to late life (≥60 years). In matched co-twin analysis, the CMD-depression association was significant among dizygotic twins (HR = 1.63, 95% CI, 1.02-2.59) but not monozygotic twins (HR = 0.90, 95% CI, 0.32-2.51).
conclusionsCardiometabolic multimorbidity is associated with an elevated risk of depression. Genetic factors may contribute to the association between CMDs and depression.
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