Related Experiment Video
Updated: Aug 11, 2025

Identifying Coronary Artery Calcification on Non-gated Computed Tomography Scans
Published on: August 28, 2018
Comparing the pooled cohort equations and coronary artery calcium scores in a symptomatic mixed Asian cohort
Lohendran Baskaran1,2, Jing Kai Lee2, Michelle Shi Min Ko2
1Department of Cardiology, National Heart Centre Singapore, Singapore, Singapore.
Insights
Pooled cohort equations (PCE) and coronary artery calcium (CAC) scores predict major adverse cardiovascular events (MACE) in symptomatic Asian patients. CAC consistently improved risk prediction across statin use groups, unlike PCE.
Area of Science:
- Cardiology
- Preventive Cardiology
- Medical Imaging
Background:
- The predictive value of Pooled Cohort Equations (PCE) for major adverse cardiovascular events (MACE) in symptomatic individuals is uncertain.
- Coronary Artery Calcium (CAC) scoring enhances cardiovascular risk prediction, yet data from non-Western populations are scarce.
- This study investigates the comparative performance of PCE and CAC in a symptomatic Asian cohort.
Purpose of the Study:
- To compare the predictive accuracy of PCE and CAC scores for MACE in a symptomatic mixed Asian population.
- To assess the incremental value of CAC in predicting MACE.
- To evaluate the performance of PCE and CAC in subgroups stratified by statin use.
Main Methods:
- A cohort of 501 patients with stable chest pain undergoing cardiac computed tomography was analyzed.
- Logistic regression models were used to identify predictors of MACE.
- Comparisons of PCE and Agatston (CAC) scores were performed for the overall cohort and statin-use subgroups.
Main Results:
- Age, CAC presence, and ln(Volume) were associated with MACE in the general cohort. For the CAC=0 subgroup, age and PCE score were significant predictors.
- The Agatston score demonstrated superior predictive performance (AUC 0.662) compared to PCE (AUC 0.501).
- The Agatston score maintained consistent predictive accuracy across statin users and non-users, whereas PCE performance varied significantly between these groups.
Conclusions:
- In symptomatic Asian patients, age, CAC, and ln(Volume) predict MACE overall; age and PCE predict MACE in the CAC=0 subgroup.
- CAC scoring provides consistent risk prediction regardless of statin use.
- CAC assessment is valuable for refining cardiovascular risk prediction in diverse symptomatic populations.
Background:
The value of pooled cohort equations (PCE) as a predictor of major adverse cardiovascular events (MACE) is poorly established among symptomatic patients. Coronary artery calcium (CAC) assessment further improves risk prediction, but non-Western studies are lacking. This study aims to compare PCE and CAC scores within a symptomatic mixed Asian cohort, and to evaluate the incremental value of CAC in predicting MACE, as well as in subgroups based on statin use.
Methods:
Consecutive patients with stable chest pain who underwent cardiac computed tomography were recruited. Logistic regression was performed to determine the association between risk factors and MACE. Cohort and statin-use subgroup comparisons were done for PCE against Agatston score in predicting MACE.
Results:
Of 501 patients included, mean (SD) age was 53.7 (10.8) years, mean follow-up period was 4.64 (0.66) years, 43.5% were female, 48.3% used statins, and 50.0% had no CAC. MI occurred in 8 subjects while 9 subjects underwent revascularization. In the general cohort, age, presence of CAC, and ln(Volume) (OR = 1.05, 7.95, and 1.44, respectively) as well as age and PCE score for the CAC = 0 subgroup (OR = 1.16 and 2.24, respectively), were significantly associated with MACE. None of the risk factors were significantly associated with MACE in the CAC > 0 subgroup. Overall, the PCE, Agatston, and their combination obtained an area under the receiver operating characteristic curve (AUC) of 0.501, 0.662, and 0.661, respectively. Separately, the AUC of PCE, Agatston, and their combination for statin non-users were 0.679, 0.753, and 0.734, while that for statin-users were 0.585, 0.615, and 0.631, respectively. Only the performance of PCE alone was statistically significant (p = 0.025) when compared between statin-users (0.507) and non-users (0.783).
Conclusion:
In a symptomatic mixed Asian cohort, age, presence of CAC, and ln(Volume) were independently associated with MACE for the overall subgroup, age and PCE score for the CAC = 0 subgroup, and no risk factor for the CAC > 0 subgroup. Whilst the PCE performance deteriorated in statin versus non-statin users, the Agatston score performed consistently in both groups.
More Related Videos
06:57Author Spotlight: Advancing Cardiovascular Imaging - Introducing the Spatially Weighted Calcium Score for Early Disease Detection
Published on: September 22, 2023
06:16Signal Acquisition, Score Interpretation, and Economics of a Non-Invasive Point-of-Care Test for Coronary Artery Disease
Published on: August 9, 2024
Related Concept Videos
Imaging Studies for Cardiovascular System VI: Calcium -Scoring CT
Acute Coronary Syndrome III: Diagnostic Studies
Coronary Artery Disease I: Introduction
Coronary Artery Disease IV: Preventive Measures
Coronary Artery Disease II: Pathophysiology
Coronary Artery Disease III: Clinical Manifestations