Genetic Risk Score for Coronary Disease Identifies Predispositions to Cardiovascular and Noncardiovascular Diseases
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Published on: August 9, 2024
Ioanna Ntalla1, Stavroula Kanoni1, Lingyao Zeng2
1Clinical Pharmacology, William Harvey Research Institute, Barts and the London Medical School, Queen Mary University of London, London, United Kingdom; Centre for Genomic Health, Queen Mary University of London, London, United Kingdom.
Insights
Coronary artery disease (CAD) shares genetic roots with other cardiovascular diseases like stroke and peripheral arterial disease, but not with conditions like heart failure or atrial fibrillation. Genetic predisposition to CAD is inversely linked to migraine headaches.
Area of Science:
- Cardiovascular genetics and epidemiology.
- Genomic risk prediction for complex diseases.
Background:
- Cardiovascular diseases (CVDs) present a diverse taxonomy, often co-occurring in patients, suggesting shared genetic predispositions.
- Understanding these shared genetic underpinnings is crucial for comprehensive disease management.
Purpose of the Study:
- To investigate the genetic relationship between coronary artery disease (CAD) and comorbid cardiovascular and non-cardiovascular conditions.
- To develop and validate a genetic risk score (GRS) for CAD and assess its association with various health outcomes.
Main Methods:
- Utilized UK Biobank data from 425,196 participants.
- Developed a CAD-GRS based on 300 CAD-associated genetic variants.
- Associated the CAD-GRS with 22 traits and performed sensitivity analyses in specific subgroups.
Main Results:
- The CAD-GRS strongly associated with hypercholesterolemia and hypertension.
- Significant associations were found between CAD-GRS and peripheral arterial disease, abdominal aortic aneurysms, and stroke, indicating shared genetic predisposition.
- Associations with heart failure, atrial fibrillation, and premature death were secondary to prevalent CAD, while an inverse association was observed with migraine headaches.
Conclusions:
- A shared genetic predisposition exists between coronary artery disease (CAD) and certain cardiovascular conditions like stroke and peripheral arterial disease.
- The CAD-GRS can stratify patients for conditions with limited genetic overlap with CAD risk factors.
- Increased genetic predisposition to CAD shows an inverse relationship with migraine headaches.
Background:
The taxonomy of cardiovascular (CV) diseases is divided into a broad spectrum of clinical entities. Many such diseases coincide in specific patient groups and suggest shared predisposition.
Objectives:
This study focused on coronary artery disease (CAD) and investigated the genetic relationship to CV and non-CV diseases with reported CAD comorbidity.
Methods:
This study examined 425,196 UK Biobank participants to determine a genetic risk score (GRS) based on 300 CAD associated variants (CAD-GRS). This score was associated with 22 traits, including risk factors, diseases secondary to CAD, as well as comorbid and non-CV conditions. Sensitivity analyses were performed in individuals free from CAD or stable angina diagnosis.
Results:
Hypercholesterolemia (odds ratio [OR]: 1.27; 95% CI: 1.26 to 1.29) and hypertension (OR: 1.11; 95% CI: 1.10 to 1.12) were strongly associated with the CAD-GRS, which indicated that the score contained variants predisposing to these conditions. However, the CAD-GRS was also significant in patients with CAD who were free of CAD risk factors (OR: 1.37; 95% CI: 1.30 to 1.44). The study observed significant associations between the CAD-GRS and peripheral arterial disease (OR: 1.28; 95% CI: 1.23 to 1.32), abdominal aortic aneurysms (OR: 1.28; 95% CI: 1.20 to 1.37), and stroke (OR: 1.08; 95% CI: 1.05 to 1.10), which remained significant in sensitivity analyses that suggested shared genetic predisposition. The score was also associated with heart failure (OR: 1.25; 95% CI: 1.22 to 1.29), atrial fibrillation (OR: 1.08; 95% CI: 1.05 to 1.10), and premature death (OR: 1.04; 95% CI: 1.02 to 1.06). These associations were abolished in sensitivity analyses that indicated that they were secondary to prevalent CAD. Finally, an inverse association was observed between the score and migraine headaches (OR: 0.94; 95% CI: 0.93 to 0.96).
Conclusions:
A wide spectrum of CV conditions, including premature death, might develop consecutively or in parallel with CAD for the same genetic roots. In conditions like heart failure, the study found evidence that the CAD-GRS could be used to stratify patients with no or limited genetic overlap with CAD risk. Increased genetic predisposition to CAD was inversely associated with migraine headaches.
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