Evaluating the Coronary Artery Disease Consortium Model and the Coronary Artery Calcium Score in Predicting Obstructive Coronary Artery Disease in a Symptomatic Mixed Asian Cohort
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Updated: Sep 27, 2025

Identifying Coronary Artery Calcification on Non-gated Computed Tomography Scans
Published on: August 28, 2018
Lohendran Baskaran1,2, Yu Pei Neo2, Jing Kai Lee2
1Department of Cardiology National Heart Centre Singapore.
Insights
Coronary artery calcium (CAC) scoring significantly improves the prediction of obstructive coronary artery disease (CAD) in Asian populations when added to clinical risk models. Local calibration enhances model performance for better diagnostic accuracy.
Area of Science:
- Cardiology
- Medical Imaging
- Preventive Medicine
Background:
- Pretest probability scores for obstructive coronary artery disease (CAD) vary by population.
- Previous studies on coronary artery calcium (CAC) additive value were mainly in Western populations.
- This study evaluates the CAD Consortium (CAD2) model in a Singaporean Asian cohort.
Purpose of the Study:
- To assess the CAD2 model's utility in predicting obstructive CAD in a mixed Asian cohort with stable chest pain.
- To determine the incremental value of CAC scoring in enhancing obstructive CAD prediction.
- To compare the performance of CAD2 and locally calibrated models.
Main Methods:
- Retrospective analysis of 522 patients undergoing cardiac computed tomography for chest pain.
- Comparison of the CAD2 clinical model (age, sex, symptoms, risk factors) with the CAD2 extended model (including CAC).
- Evaluation of locally calibrated "local assessment of the heart" models against CAD2 models.
Main Results:
- The CAD2 clinical model achieved an AUC of 0.718.
- Incorporating CAC score improved AUC to 0.896 for CAD2 models.
- Locally calibrated models showed superior discriminative performance compared to CAD2 models (P<0.05).
Conclusions:
- The CAD2 model is validated in a symptomatic Asian population.
- Local calibration of risk models enhances predictive performance.
- CAC scoring offers significant incremental value for predicting obstructive CAD.
Abstract:
Background The utility of a given pretest probability score in predicting obstructive coronary artery disease (CAD) is population dependent. Previous studies investigating the additive value of coronary artery calcium (CAC) on pretest probability scores were predominantly limited to Western populations. This retrospective study seeks to evaluate the CAD Consortium (CAD2) model in a mixed Asian cohort within Singapore with stable chest pain and to evaluate the incremental value of CAC in predicting obstructive CAD. Methods and Results Patients who underwent cardiac computed tomography and had chest pain were included. The CAD2 clinical model comprised of age, sex, symptom typicality, diabetes, hypertension, hyperlipidemia, and smoking status and was compared with the CAD2 extended model that added CAC to assess the incremental value of CAC scoring, as well as to the corresponding locally calibrated local assessment of the heart models. A total of 522 patients were analyzed (mean age 54±11 years, 43.1% female). The CAD2 clinical model obtained an area under the curve of 0.718 (95% CI, 0.668-0.767). The inclusion of CAC score improved the area under the curve to 0.896 (95% CI, 0.867-0.925) in the CAD2 models and from 0.767 (95% CI, 0.721-0.814) to 0.926 (95% CI, 0.900-0.951) in the local assessment of the heart models. The locally calibrated local assessment of the heart models showed better discriminative performance than the corresponding CAD2 models (P<0.05 for all). Conclusions The CAD2 model was validated in a symptomatic mixed Asian cohort and local calibration further improved performance. CAC scoring provided significant incremental value in predicting obstructive CAD.
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