ArticleClinical research in cardiology : official journal of the German Cardiac Society2021
Genetically determined intelligence and coronary artery disease risk.
Article in Clinical research in cardiology : official journal of the German Cardiac Society, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed.
- Integration of a polygenic score into guideline-recommended prediction of cardiovascular disease.European heart journal · 2024Article
- Transcriptome-wide association study of coronary artery disease identifies novel susceptibility genes.Basic research in cardiology · 2022Article
- Low Intelligence Predicts Higher Risks of Coronary Artery Disease and Myocardial Infarction: Evidence From Mendelian Randomization Study.Frontiers in genetics · 2022Article
- Mapping gene and gene pathways associated with coronary artery disease: a CARDIoGRAM exome and multi-ancestry UK biobank analysis.Scientific reports · 2021Article
- Coronary Artery Disease Genetics Enlightened by Genome-Wide Association Studies.JACC. Basic to translational science · 2021Review
- Clinical features of patients with acute coronary syndrome during the COVID-19 pandemic.Journal of thrombosis and thrombolysis · 2021Observational
- Observational
- Capacity changes in German certified chest pain units during COVID-19 outbreak response.Clinical research in cardiology : official journal of the German Cardiac Society · 2020Observational
- Collateral damage: Fear from SARS-CoV2-infection causing Takotsubo cardiomyopathy.Clinical research in cardiology : official journal of the German Cardiac Society · 2020Article
- Impaired cardiac function is associated with mortality in patients with acute COVID-19 infection.Clinical research in cardiology : official journal of the German Cardiac Society · 2020Article
- Impaired cardiac function is associated with mortality in patients with acute COVID-19 infection.Clinical research in cardiology : official journal of the German Cardiac Society · 2020Article
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Abstract
backgroundEpidemiological studies have shown inverse association between intelligence and coronary artery disease (CAD) risk, but the underlying mechanisms remain unclear.
methodsBased on 242 SNPs independently associated with intelligence, we calculated the genetic intelligence score (gIQ) for participants from 10 CAD case-control studies (n = 34,083) and UK Biobank (n = 427,306). From UK Biobank, we extracted phenotypes including body mass index (BMI), type 2 diabetes (T2D), smoking, hypertension, HDL cholesterol, LDL cholesterol, measured intelligence score, and education attainment. To estimate the effects of gIQ on CAD and its related risk factors, regression analyses was applied. Next, we studied the mediatory roles of measured intelligence and educational attainment. Lastly, Mendelian randomization was performed to validate the findings.
resultsIn CAD case-control studies, one standard deviation (SD) increase of gIQ was related to a 5% decrease of CAD risk (odds ratio [OR] of 0.95; 95% confidence interval [CI] 0.93 to 0.98; P = 4.93e-5), which was validated in UK Biobank (OR = 0.97; 95% CI 0.96 to 0.99; P = 6.4e-4). In UK Biobank, we also found significant inverse correlations between gIQ and risk factors of CAD including smoking, BMI, T2D, hypertension, and a positive correlation with HDL cholesterol. The association signals between gIQ and CAD as well as its risk factors got largely attenuated after the adjustment of measured intelligence and educational attainment. The causal role of intelligence in mediating CAD risk was confirmed by Mendelian randomization analyses.
conclusionGenetic components of intelligence affect measured intelligence and educational attainment, which subsequently affect the prevalence of CAD via a series of unfavorable risk factor profiles.
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