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Published on: August 9, 2024
Polygenic Risk Score-Enhanced Risk Stratification of Coronary Artery Disease in Patients With Stable Chest Pain
Morten Krogh Christiansen1,2, Simon Winther3, Louise Nissen4
1Department of Cardiology (M.K.C., J.W., N.R.H., H.K.J., E.H.C., H.E.B.), Aarhus University Hospital, Denmark.
Insights
Adding polygenic risk scores (PRS) to clinical risk factors (CRFs) significantly improves risk stratification for obstructive coronary artery disease (CAD). This enhances diagnostic accuracy and aids in guiding patient testing for CAD.
Area of Science:
- Cardiovascular Genetics
- Diagnostic Accuracy
- Medical Informatics
Background:
- Polygenic risk scores (PRSs) show association with coronary artery disease (CAD).
- Clinical utility of PRSs for individual patient risk stratification remains under investigation.
- This study assesses PRS addition to clinical risk factors (CRFs) for obstructive CAD risk stratification.
Purpose of the Study:
- To evaluate if incorporating a PRS improves risk stratification for obstructive CAD.
- To determine the added value of PRS to CRFs in patients undergoing coronary computed tomography angiography (CCTA).
Main Methods:
- 1617 patients with suspected obstructive CAD undergoing CCTA were analyzed.
- Clinical risk factors (CRFs) and PRSs were assessed for risk stratification.
- Obstructive CAD was confirmed via invasive angiography or CT criteria.
Main Results:
- PRS independently associated with obstructive CAD (OR 1.8 per SD).
- The PRS-CRF model (AUC 0.75) outperformed the CRF-only model (AUC 0.71, P=0.0029).
- Significant net reclassification improvement (15.8%) observed, with 24% of patients reclassified to lower risk.
Conclusions:
- PRS enhances obstructive CAD risk stratification beyond traditional CRFs.
- PRS shows modest clinical potential for guiding diagnostic testing in contemporary settings.
- Further validation of PRS in clinical practice is warranted.
Background:
Polygenic risk scores (PRSs) are associated with coronary artery disease (CAD), but the clinical potential of using PRSs at the single-patient level for risk stratification has yet to be established. We investigated whether adding a PRS to clinical risk factors (CRFs) improves risk stratification in patients referred to coronary computed tomography angiography on a suspicion of obstructive CAD.
Methods:
In this prespecified diagnostic substudy of the Dan-NICAD trial (Danish study of Non-Invasive testing in Coronary Artery Disease), we included 1617 consecutive patients with stable chest symptoms and no history of CAD referred for coronary computed tomography angiography. CRFs used for risk stratification were age, sex, symptoms, prior or active smoking, antihypertensive treatment, lipid-lowering treatment, and diabetes. In addition, patients were genotyped, and their PRSs were calculated. All patients underwent coronary computed tomography angiography. Patients with a suspected ≥50% stenosis also underwent invasive coronary angiography with fractional flow reserve. A combined end point of obstructive CAD was defined as a visual invasive coronary angiography stenosis >90%, fractional flow reserve <0.80, or a quantitative coronary analysis stenosis >50% if fractional flow reserve measurements were not feasible.
Results:
The PRS was associated with obstructive CAD independent of CRFs (adjusted odds ratio, 1.8 [95% CI, 1.5-2.2] per SD). The PRS had an area under the curve of 0.63 (0.59-0.68), which was similar to that for age and sex. Combining the PRS with CRFs led to a CRF+PRS model with area under the curve of 0.75 (0.71-0.79), which was 0.04 more than the CRF model (P=0.0029). By using pretest probability (pretest probability) cutoffs at 5% and 15%, a net reclassification improvement of 15.8% (P=3.1×10-4) was obtained, with a down-classification of risk in 24% of patients (211 of 862) in whom the pretest probability was 5% to 15% based on CRFs alone.
Conclusions:
Adding a PRS improved risk stratification of obstructive CAD beyond CRFs, suggesting a modest clinical potential of using PRSs to guide diagnostic testing in the contemporary clinical setting. Registration: URL: https://www.clinicaltrials.gov; Unique identifier: NCT02264717.
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