ArticleJournal of the American Heart Association2021
Mental Health as a Mediator of the Association Between Educational Inequality and Cardiovascular Disease: A Mendelian Randomization Study.
Article in Journal of the American Heart Association, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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18 citing papers in PubMed, 24 citations in OpenAlex.
- Dissecting Depression in Cardiovascular Disease in Middle-Aged and Older Adults: Evidence That Comorbidity is Associated with Higher Depression Network Strength.Psychology research and behavior management · 2026Article
- Association between socioeconomic status and cardiovascular disease by sex: Mediating roles of psychological and behavioral factors.PloS one · 2026Article
- A social determinants-based county-level cardiovascular mortality index to identify high-risk counties in the USA.BMC medicine · 2025Article
- The Bidirectional Relationship Between Myocardial Infarction and Depression: Risk Factors, Mechanisms, and Interventions.Biomedicines · 2025Review
- Genetic susceptibility to depression and risk of cardiometabolic diseases: a systematic review and meta-analysis of 21 Mendelian randomisation studies.EClinicalMedicine · 2025Article
- Educational attainment and mental health outcomes: A within-sibship Mendelian randomization study.Psychological medicine · 2025Article
- Equity and cardiovascular disease: time to take it seriously.The Lancet regional health. Europe · 2025Article
- Causal Relationship Between Socioeconomic Inequality and Hormone-Related Gynecologic Diseases: A Two-Sample, Two-Step Mendelian Randomization Study.International journal of women's health · 2025Article
- Chronic Low Back Pain Causal Risk Factors Identified by Mendelian Randomization: a Cross-Sectional Cohort Analysis.medRxiv : the preprint server for health sciences · 2024Article
- The effect of education level on depressive symptoms in Chinese older adults-parallel mediating effects of economic security level and subjective memory ability.BMC geriatrics · 2024Article
- Causal effects of genetic birth weight and gestational age on adult esophageal diseases: Mendelian randomization study.World journal of gastrointestinal oncology · 2024Article
- Olfactory genes affect major depression in highly educated, emotionally stable, lean women: a bridge between animal models and precision medicine.Translational psychiatry · 2024Article
- Education Level and Self-Reported Cardiovascular Disease in Norway-The Tromsø Study, 1994-2016.International journal of environmental research and public health · 2023Article
- Effects of insomnia and non-vasomotor menopausal symptoms on coronary heart disease risk: a mendelian randomization study.Heliyon · 2023Article
- The relationship between COVID-19, depressive disorder, and anxiety: a bidirectional Mendelian randomization study.Frontiers in psychiatry · 2023Article
- Association of educational attainment with esophageal cancer, Barrett's esophagus, and gastroesophageal reflux disease, and the mediating role of modifiable risk factors: A Mendelian randomization study.Frontiers in public health · 2023Article
- Mental Health as a Mediator of the Association Between Educational Inequality and Cardiovascular Disease: A Mendelian Randomization Study.Journal of the American Heart Association · 2021Article
- It's Not the Genes OR the Environment, It's the Genes AND the Environment!Journal of the American Heart Association · 2021Article
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7 authors at 4 institutions in 1 country.
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Abstract
Background Education is inversely associated with cardiovascular disease (CVD). Several mediators of this have been established; however, a proportion of the protective effect remains unaccounted for. Mental health is a proposed mediator, but current evidence is mixed and subject to bias from confounding factors and reverse causation. Mendelian randomization is an instrumental variable technique that uses genetic proxies for exposures and mediators to reduce such bias. Methods and Results We performed logistic regression and 2-step Mendelian randomization analyses using UK Biobank data and genetic summary statistics to investigate whether educational attainment affects risk of mental health disorders. We then performed mediation analyses to explore whether mental health disorders mediate the association between educational attainment and cardiovascular risk. Higher levels of educational attainment were associated with reduced depression, anxiety, and CVD in observational analyses (odds ratio [OR], 0.79 [95% CI, 0.77-0.81], 0.76 [95% CI, 0.73-0.79], and 0.75 [95% CI, 0.74-0.76], respectively), and Mendelian randomization analyses provided evidence of causality (OR, 0.72 [95% CI, 0.67-0.77], 0.50 [95% CI, 0.42-0.59], and 0.62 [95% CI, 0.58-0.66], respectively). Both anxiety and depression were associated with CVD in observational analyses (OR, 1.63 [95% CI, 1.49-1.79] and 1.70 [95% CI, 1.59-1.82], respectively) but only depression showed evidence of causality in the Mendelian randomization analyses (OR, 1.09; 95% CI, 1.03-1.15). An estimated 2% of the total protective effect of education on CVD was mediated by depression. Conclusions Higher levels of educational attainment protect against mental health disorders, and reduced depression accounts for a small proportion of the total protective effect of education on CVD.
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