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Association of Polygenic Risk Scores With Aortic Valve Calcium: The Multi-Ethnic Study of Atherosclerosis
Seamus P Whelton1, Jie Yao2, Clary Clish3
1Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease Johns Hopkins School of Medicine Baltimore MD USA.
Insights
Polygenic risk scores for coronary artery disease, blood pressure, and lipids are linked to aortic valve calcification (AVC). Genetic factors for coronary artery calcium do not appear to influence AVC, suggesting distinct calcification pathways.
Area of Science:
- Cardiovascular Genetics
- Biomarkers of Cardiovascular Disease
Background:
- Aortic valve calcification (AVC) is a key factor in the development of aortic stenosis.
- Traditional risk factors for atherosclerotic cardiovascular disease are known contributors to AVC.
- The role of polygenic risk scores (PRS) in AVC, independent of traditional risk factors, requires further investigation.
Purpose of the Study:
- To determine if polygenic risk scores (PRS) are associated with aortic valve calcification (AVC).
- To assess the association of PRS with AVC beyond established atherosclerotic cardiovascular disease risk factors.
Main Methods:
- Utilized data from 6812 participants in the Multi-Ethnic Study of Atherosclerosis (MESA).
- Computed tomography-measured AVC and calculated weighted PRS standardized within ancestry groups.
- Employed multivariable logistic regression with Bonferroni correction to examine the association between PRS and AVC >0.
Main Results:
- Polygenic risk scores for coronary artery disease, systolic blood pressure, low-density lipoprotein cholesterol, and lipoprotein(a) were significantly associated with AVC.
- Polygenic risk scores for coronary artery calcium and C-reactive protein showed no significant association with AVC.
- Sex-stratified analyses indicated significant associations for coronary artery disease, LDL cholesterol, and lipoprotein(a) PRS in both sexes, with SBP PRS being significant in men.
Conclusions:
- Atherogenic lipids play a confirmed role in AVC pathogenesis.
- Genetic risk factors for coronary artery disease and systolic blood pressure are significant contributors to AVC.
- The lack of association between coronary artery calcium PRS and AVC suggests divergent calcification mechanisms.
Background:
Aortic valve calcification (AVC) is the primary process leading to aortic stenosis. We examined whether polygenic risk scores (PRS) are associated with AVC beyond traditional atherosclerotic cardiovascular disease risk factors.
Methods:
We included 6812 participants in MESA (Multi-Ethnic Study of Atherosclerosis) with computed tomography-measured AVC at Visit 1. Using previously published PRS we calculated weighted PRS, standardized within each ancestry group. The cross-sectional association per 1 SD higher PRS with AVC >0 was examined using multivariable logistic regression modeling with Bonferroni correction. The mean age was 62 years old, 53% were female, and 913 (13.4%) had AVC >0 at baseline.
Results:
The PRS for coronary artery disease (hazard ratio [HR], 1.16 [95% CI, 1.07-1.26]), systolic blood pressure (HR, 1.1 [95% CI, 1.020-1.2]), low-density lipoprotein cholesterol (HR, 1.16 [95% CI, 1.06-1.25]), and lipoprotein(a) (HR, 1.11 [95% CI, 1.02-1.20]) were significantly associated with AVC, whereas the other PRS including coronary artery calcium (HR, 1.02 [95% CI, 0.94-1.10]) and C-reactive protein (HR, 0.97 [95% CI, 0.89-1.05]) were not. In sex-stratified analyses, the PRS for coronary artery disease, low-density lipoprotein cholesterol, and lipoprotein(a) were significantly associated with AVC >0 for both sexes (P<0.05), whereas the systolic blood pressure PRS was borderline significant for women (HR, 1.10 [95% CI, 0.97-1.25]) and significant for men (HR, 1.11 [95% CI 1.00-1.24]).
Conclusions:
Our results confirm the role of atherogenic lipids in the pathogenesis of AVC and suggest that systolic blood pressure and the genetic risk factors for CAD are also important risk factors. The lack of association for the coronary artery calcium PRS with AVC >0 strongly suggests significant differences exist in the calcification pathways for AVC and coronary artery calcium.
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