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Updated: Sep 24, 2025

Identifying Coronary Artery Calcification on Non-gated Computed Tomography Scans
Published on: August 28, 2018
Genome-first recall of healthy individuals by polygenic risk score reveals differences in coronary artery calcium
Iain S Forrest1, Lili Chan2, Kumardeep Chaudhary3
1The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, Annenberg Building, Floor 18 Room 16, 1468 Madison Ave, New York, NY 10029, United States; Medical Scientist Training Program, Icahn School of Medicine at Mount Sinai, New York, NY; The BioMe Phenomics Center, Icahn School of Medicine at Mount Sinai, New York, NY, United States; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, United States.
Insights
Genetic risk scores (PRS) predict coronary artery disease (CAD) risk even in healthy individuals. Extreme PRS is linked to higher coronary artery calcium (CAC) burden, suggesting PRS utility beyond clinical risk scores.
Area of Science:
- Cardiovascular Genetics
- Medical Imaging
- Preventive Cardiology
Background:
- Polygenic risk scores (PRS) are established for assessing genetic predisposition to coronary artery disease (CAD).
- The association between PRS and subclinical atherosclerotic burden, such as coronary artery calcium (CAC) scores, in individuals without high clinical risk remains underexplored.
- Current clinical risk assessments may not fully capture the risk indicated by extreme genetic predispositions.
Discussion:
- A novel recall-by-PRS strategy was employed to prospectively assess CAC in healthy individuals stratified by extreme high and low PRS.
- The study identified a significantly higher CAC burden in individuals with extreme high PRS compared to those with low PRS, even after adjusting for traditional risk factors.
- This suggests that PRS can identify individuals with increased subclinical atherosclerosis irrespective of their calculated clinical risk score.
Key Insights:
- Individuals with extreme high PRS exhibit a substantially greater coronary artery calcium burden compared to those with low PRS.
- A higher proportion of individuals with extreme high PRS had CAC scores exceeding 300 HU, indicating significant calcified plaque.
- PRS effectively identifies heightened CAD risk in seemingly healthy individuals, demonstrating its potential as a screening tool.
Outlook:
- The findings support the utility of PRS in identifying individuals at elevated risk for CAD who might be missed by conventional risk stratification methods.
- Prospective validation in larger, diverse cohorts is warranted to further establish the clinical utility of recall-by-PRS strategies.
- This approach could refine personalized screening protocols and preventive strategies for coronary artery disease.
Abstract:
Genetic risk for coronary artery disease (CAD) is commonly measured with polygenic risk scores (PRS); yet, the relationship of atherosclerotic burden with PRS in healthy individuals not at high clinical risk for CAD (ie, without a high pooled cohort equations [PCE] score) is unknown. Here, we implemented a novel recall-by-PRS strategy to measure coronary artery calcium (CAC) scores prospectively in 53 healthy individuals with extreme high PRS (median [IQR] PRS = 94% [83-98]) and low PRS (median [IQR] PRS = 3.6% [1.2-10]). The high PRS group was associated with a 2.8-fold greater CAC than the low PRS group, adjusted for age, sex, BMI, smoking, and statin use, and had a 6.7-fold greater proportion of individuals with CAC exceeding 300 HU. These findings reveal that extreme PRS tracks with CAD risk even in those without high clinical risk and demonstrate proof of principle for recall-by-PRS approaches that should be assessed prospectively in larger trials.
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