Identification of Mediating Pathways Between Attention Deficit/Hyperactivity Disorder and Coronary Artery Disease and
Jing Lin1,2, Yiling Zhou1, Tian Xie1,3
1Department of Epidemiology, University of Groningen, https://ror.org/03cv38k47University Medical Center Groningen, Groningen, The Netherlands.
Insights
Attention deficit/hyperactivity disorder (ADHD) causally increases the risk of coronary artery disease and heart failure. Modifiable factors like educational attainment and smoking mediate these cardiovascular disease risks, suggesting intervention targets.
Area of Science:
- Cardiovascular Epidemiology
- Psychiatric Genetics
- Mendelian Randomization
Background:
- Attention deficit/hyperactivity disorder (ADHD) is linked to increased cardiovascular disease (CVD) risk.
- The causal nature of this association and mediating pathways remain unclear.
Purpose of the Study:
- To investigate the causal association between ADHD and coronary artery disease (CAD) and heart failure (HF).
- To quantify the mediating roles of modifiable risk factors in the ADHD-CVD relationship.
Main Methods:
- A two-step, two-sample Mendelian randomization study design.
- Utilized summary statistics from genome-wide association studies for ADHD, mediators, CAD, and HF.
- Employed genetic variants (SNPs) as instrumental variables.
Main Results:
- Genetically predicted ADHD showed increased odds for CAD (OR 1.13) and HF (OR 1.11).
- Educational attainment significantly mediated the ADHD-CAD link (32.27%); BMI, T2D, EA, smoking initiation, and depression explained 83.59% of the association.
- Smoking initiation significantly mediated the ADHD-HF link (35.87%); BMI, T2D, and SI explained 82.39% of the association.
Conclusions:
- Evidence supports a causal relationship between ADHD and increased risks of CAD and HF.
- Modifiable factors substantially mediate these associations, highlighting potential intervention targets for reducing CVD risk in ADHD populations.
Abstract:
Attention deficit/hyperactivity disorder (ADHD) is associated with an increased risk of cardiovascular diseases (CVDs). However, whether this is a causal relation and how ADHD may predispose to a higher risk of CVD needs to be determined. We aimed to assess the causal association between ADHD and both coronary artery disease (CAD) and heart failure (HF), and to quantify the mediating effects of potential modifiable mediators. We conducted a two-step, two-sample Mendelian randomization (MR) study using SNPs as genetic instruments for exposure and potential mediators. Leveraging summary data on the latest genomewide association studies for ADHD, proposed mediators (i.e., metabolic factors, inflammatory factors, lifestyle behaviors, psychiatric disorders, and educational attainment), CAD and HF, we decomposed the total effect of ADHD on each outcome into direct and indirect effects through multiple mediators. Genetically predicted ADHD was associated with increased odds of CAD (OR 1.13; 95% CI [1.07, 1.19]), with educational attainment (EA) being the largest contributor (32.27% mediation, 95% CI [18.33%, 56.93%]). Body mass index (BMI), type 2 diabetes (T2D), EA, smoking initiation (SI), and depression jointly explained 83.59% (95% CI [63.95%, 101.49%]) of the association. Genetically predicted ADHD was associated with increased odds of HF (OR 1.11; 95% CI [1.05, 1.19]), with SI being the largest contributor (35.87% mediation, 95% CI [13.75%, 100.14%]). BMI, T2D, and SI jointly explained 82.39% (95% CI [45.90%, 131.60%]) of the association. The findings support a causal relationship between ADHD and both CAD and HF. Several modifiable risk factors substantially mediate these associations, suggesting potential targets for interventions aimed at reducing CVD risk in individuals with ADHD.
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