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Causality Between ADHD, ASD, and CVDs: A Two-Step, Two-Sample Mendelian Randomization Investigation
1First Affiliated Hospital of Shantou University Medical College, Guangdong, China.
Insights
Attention deficit hyperactivity disorder (ADHD) and autism spectrum disorder (ASD) are linked to increased cardiovascular disease (CVD) risk. This study confirms causal links and identifies mediating factors like smoking and obesity for targeted interventions.
Area of Science:
- Neurodevelopmental disorders
- Cardiovascular epidemiology
- Genetic epidemiology
Background:
- Observational studies suggest links between ADHD, ASD, and cardiovascular diseases (CVD).
- Causal relationships and mediating factors remain unclear.
- This study investigates the causal impact of ADHD and ASD on CVD risk.
Purpose of the Study:
- To examine the causal relationship between ADHD, ASD, and CVD risk.
- To identify mediating factors in the association between ADHD, ASD, and CVD.
- To inform targeted interventions for individuals with ADHD or ASD.
Main Methods:
- Two-sample Mendelian randomization (MR) using large-scale GWAS summary statistics.
- Exploration of mediating factors using two-step MR and multivariable MR.
Main Results:
- ADHD is causally associated with increased risk of coronary heart disease, heart failure, and large-artery stroke.
- ASD is causally associated with increased risk of atrial fibrillation and heart failure.
- Smoking, opioid use, triglycerides, education, income, deprivation, and obesity are potential mediating factors.
Conclusions:
- This MR study confirms causal links between ADHD, ASD, and CVD.
- Highlights the need for cardiovascular surveillance in individuals with ADHD or ASD.
- Suggests interventions targeting identified mediating factors to reduce CVD events.
Background:
While observational studies have established a connection between attention deficit hyperactivity disorder (ADHD), autism spectrum disorder (ASD), and heightened risk for cardiovascular diseases (CVD), the causal relationships are not well-defined. This study is designed to examine the causality between ASD, ADHD, and CVD risk as well as investigate the mediating factors through which ADHD and ASD influence CVD.
Methods And Results:
Leveraging two-sample Mendelian randomization (MR) approaches and large scale GWAS summary stats, we examined underlying causal links between ASD and ADHD and the risk of CVDs. The analysis indicated that ADHD was related to an increased likelihood of developing coronary heart disease (OR [95% CI] 1.12 [1.03, 1.21], p = .008), heart failure (OR [95% CI] 1.14 [1.07, 1.22], p = 1.45 × 10-4), and large-artery stroke (OR [95% CI] 1.35 [1.09, 1.66], p = .005). In parallel, ASD showed a correlation with a greater atrial fibrillation risk (OR [95% CI] 1.09 [1.03, 1.16], p = .005] and heart failure (OR [95% CI] 1.11 [1.04, 1.19], p = .004). Additionally, we explored the mediating role of CVD risk factors through two-step MR and multivariable MR, highlighting the possible role of smoking, prescription opioid use, triglycerides, education, income, Townsend deprivation index, and obesity in the causal association of ADHD, ASD, on CVDs.
Conclusion:
This MR study highlights the necessity for rigorous cardiovascular surveillance and interventions to decrease adverse cardiovascular events in people with ADHD or ASD by preventing identified mediating risk factors.
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