ArticleEuropean heart journal2019
Genetically modulated educational attainment and coronary disease risk.
Article in European heart journal, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 3 of them syntheses that pooled it.
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Who cites it
17 citing papers in PubMed, 3 syntheses or guidelines pooled it, 38 citations in OpenAlex.
- Shared genetic architectures of educational attainment in East Asian and European populations.Nature human behaviour · 2024Pooled it
- Using Mendelian randomization analysis to better understand the relationship between mental health and substance use: a systematic review.Psychological medicine · 2021Pooled it
- Genetically predicted education attainment in relation to somatic and mental health.Scientific reports · 2021Pooled it
- Widening educational inequalities in type 2 diabetes risk and mediators across successive generations: a prospective cohort study.Frontiers in public health · 2026Article
- Causal Associations Between Socioeconomic Status, Intelligence, Cognition and Atrial Fibrillation: Evidence From Mendelian Randomization.JACC. Asia · 2025Article
- Genetic Factors Associated With Myocardial Infarction in Saudi Arabia.Journal of the Saudi Heart Association · 2025Review
- Socioeconomic inequalities in cardiovascular disease: a causal perspective.Nature reviews. Cardiology · 2024Review
- Mendelian randomization analyses clarify the effects of height on cardiovascular diseases.PloS one · 2024Article
- Educational attainment, health outcomes and mortality: a within-sibship Mendelian randomization study.International journal of epidemiology · 2023Article
- Socioeconomic status may affect association of vegetable intake with risk of ischemic cardio-cerebral vascular disease: a Mendelian randomization study.Frontiers in nutrition · 2023Article
- Large-scale genome-wide association study to identify causal relationships and potential mediators between education and autoimmune diseases.Frontiers in immunology · 2023Article
- Pulmonary embolism and 529 human blood metabolites: genetic correlation and two-sample Mendelian randomization study.BMC genomic data · 2022Article
- Educational disparities in ischaemic heart disease among 0.5 million Chinese adults: a cohort study.Journal of epidemiology and community health · 2021Article
- A genetic sum score of effect alleles associated with serum lipid concentrations interacts with educational attainment.Scientific reports · 2021Article
- Coronary Artery Disease Genetics Enlightened by Genome-Wide Association Studies.JACC. Basic to translational science · 2021Review
- Genetically determined intelligence and coronary artery disease risk.Clinical research in cardiology : official journal of the German Cardiac Society · 2021Article
- The impact of educational attainment on cardiorespiratory fitness and metabolic syndrome in Korean adults.Medicine · 2020Observational
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Authors and funding
11 authors at 6 institutions in 3 countries.
Funding
Abstract
aimsGenetic disposition and lifestyle factors are understood as independent components underlying the risk of multiple diseases. In this study, we aim to investigate the interplay between genetics, educational attainment-an important denominator of lifestyle-and coronary artery disease (CAD) risk. METHODS AND
resultsBased on the effect sizes of 74 genetic variants associated with educational attainment, we calculated a 'genetic education score' in 13 080 cases and 14 471 controls and observed an inverse correlation between the score and risk of CAD [P = 1.52 × 10-8; odds ratio (OR) 0.79, 95% confidence interval (CI) 0.73-0.85 for the higher compared with the lowest score quintile]. We replicated in 146 514 individuals from UK Biobank (P = 1.85 × 10-6) and also found strong associations between the 'genetic education score' with 'modifiable' risk factors including smoking (P = 5.36 × 10-23), body mass index (BMI) (P = 1.66 × 10-30), and hypertension (P = 3.86 × 10-8). Interestingly, these associations were only modestly attenuated by adjustment for years spent in school. In contrast, a model adjusting for BMI and smoking abolished the association signal between the 'genetic education score' and CAD risk suggesting an intermediary role of these two risk factors. Mendelian randomization analyses performed with summary statistics from large genome-wide meta-analyses and sensitivity analysis using 1271 variants affecting educational attainment (OR 0.68 for the higher compared with the lowest score quintile; 95% CI 0.63-0.74; P = 3.99 × 10-21) further strengthened these findings.
conclusionGenetic variants known to affect educational attainment may have implications for a health-conscious lifestyle later in life and subsequently affect the risk of CAD.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.