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Published on: August 9, 2024
Prognostic Value of a Polygenic Risk Score for Coronary Heart Disease in Individuals Aged 70 Years and Older
Johannes T Neumann1,2,3, Moeen Riaz1, Andrew Bakshi1
1Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia (J.T.N., M.R., A.B., G.P., L.T.P.T., M.R.N., R.L.W., C.M.R., A.M.T., J.M., P.L.).
Insights
A polygenic risk score (PRS) effectively predicts coronary heart disease (CHD) in individuals aged 70 and older. This genomic tool enhances risk prediction beyond traditional factors in this high-risk group.
Area of Science:
- Cardiovascular Genetics
- Geriatric Medicine
- Preventive Cardiology
Background:
- Polygenic risk scores (PRS) are established for coronary heart disease (CHD) risk prediction in general adults.
- Limited data exists on PRS utility in older adults (≥70 years), a distinct high-risk population.
- This study addresses the prognostic value of PRS for CHD in this specific demographic.
Purpose of the Study:
- To evaluate the predictive performance of a PRS for incident CHD events.
- To assess the clinical utility of PRS in older individuals without prior cardiovascular events.
- To determine if PRS improves CHD risk prediction beyond conventional factors in the elderly.
Main Methods:
- Utilized data from 12,792 genotyped older adults from the ASPREE trial.
- Calculated a PRS using 1.7 million genetic variants.
- Assessed the primary outcome of incident myocardial infarction or CHD death over 5 years.
Main Results:
- The PRS was independently associated with CHD when added to conventional risk factors (HR, 1.24; P=0.002).
- The area under the curve improved from 70.53% to 71.78% (P=0.019) with PRS inclusion.
- Continuous net reclassification index improved by 0.25 (P<0.001), indicating better prediction.
Conclusions:
- A PRS for CHD demonstrates strong performance in older populations.
- Genomic risk prediction using PRS offers clinical utility for individuals aged 70 and older.
- PRS enhances CHD risk prediction beyond conventional cardiovascular risk factors in the elderly.
Background:
The use of a polygenic risk score (PRS) to improve risk prediction of coronary heart disease (CHD) events has been demonstrated to have clinical utility in the general adult population. However, the prognostic value of a PRS for CHD has not been examined specifically in older populations of individuals aged ≥70 years, who comprise a distinct high-risk subgroup. The objective of this study was to evaluate the predictive value of a PRS for incident CHD events in a prospective cohort of older individuals without a history of cardiovascular events.
Methods:
We used data from 12 792 genotyped, healthy older individuals enrolled into the ASPREE trial (Aspirin in Reducing Events in the Elderly), a randomized double-blind placebo-controlled clinical trial investigating the effect of daily 100 mg aspirin on disability-free survival. Participants had no previous history of diagnosed atherothrombotic cardiovascular events, dementia, or persistent physical disability at enrollment. We calculated a PRS (meta-genomic risk score) consisting of 1.7 million genetic variants. The primary outcome was a composite of incident myocardial infarction or CHD death over 5 years.
Results:
At baseline, the median population age was 73.9 years, and 54.9% were female. In total, 254 incident CHD events occurred. When the PRS was added to conventional risk factors, it was independently associated with CHD (hazard ratio, 1.24 [95% CI, 1.08-1.42], P=0.002). The area under the curve of the conventional model was 70.53 (95% CI, 67.00-74.06), and after inclusion of the PRS increased to 71.78 (95% CI, 68.32-75.24, P=0.019), demonstrating improved prediction. Reclassification was also improved, as the continuous net reclassification index after adding PRS to the conventional model was 0.25 (95% CI, 0.15-0.28).
Conclusion:
A PRS for CHD performs well in older people and improves prediction over conventional cardiovascular risk factors. Our study provides evidence that genomic risk prediction for CHD has clinical utility in individuals aged 70 years and older. Registration: URL: https://www.clinicaltrials.gov; Unique identifier: NCT01038583.
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