Related Experiment Video
Updated: Jan 10, 2026

Signal Acquisition, Score Interpretation, and Economics of a Non-Invasive Point-of-Care Test for Coronary Artery Disease
Published on: August 9, 2024
Diagnostic performance of coronary artery disease prediction model (CAD-score system) based on phonocardiogram: a
Miftah Pramudyo1,2, Ahmad Faried2,3, Mohammad Rizki Akbar1,3
1Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Padjadjaran, Bandung, Indonesia.
Insights
Phonocardiography (PCG) using the CADScor® system shows potential for ruling out coronary artery disease (CAD). This meta-analysis found PCG to be a promising tool for non-invasive CAD assessment.
Area of Science:
- Cardiology
- Medical Devices
- Diagnostic Accuracy
Background:
- Pre-test probability stratification for obstructive coronary artery disease (CAD) remains suboptimal.
- Current diagnostic tests for CAD often yield normal results, leading to inefficiencies.
- Acoustic devices measuring micro bruits from coronary stenosis show promise for CAD stratification.
Purpose of the Study:
- To investigate the diagnostic value of phonocardiography (PCG) in detecting coronary artery disease (CAD).
- To evaluate the accuracy of the CADScor® system in predicting CAD through a meta-analysis.
Main Methods:
- A systematic literature search was conducted on PubMed, EuropePMC, and ScienceDirect up to January 2025.
- Eligible studies assessed the accuracy of PCG with the CADScor® system for CAD prediction.
- Data from 4 studies involving 4,050 patients were included for meta-analysis.
Main Results:
- The pooled sensitivity for PCG was 87% (95% CI, 80%-92%) and specificity was 35% (95% CI, 21%-52%).
- The pooled negative likelihood ratio (NLR) was 0.37 (95% CI, 0.25-0.55), indicating utility as a rule-out test.
- The area under the ROC curve (AUC) was 0.79 (95% CI, 0.75-0.82), suggesting good discriminative ability.
Conclusions:
- Phonocardiography (PCG) demonstrates potential as an effective rule-out tool for patients with suspected coronary artery disease (CAD).
- The CADScor® system, utilizing PCG, may aid in non-invasively assessing the likelihood of CAD.
Introduction:
Pre-test probability stratification of individuals with suspected obstructive coronary artery disease (CAD) has remained suboptimal for many years. Consequently, the majority of diagnostic tests used to rule out CAD exhibit normal results. An acoustic device capable of measuring micro bruits caused by stenosis-induced turbulence in the coronary circulation has showcased potential for stratifying CAD. The aim of this meta-analysis was to investigate the conceivable diagnostic value of phonocardiogram (PCG) in detecting the presence of CAD.
Methods:
We conducted a comprehensive search of PubMed, EuropePMC, and ScienceDirect for articles published through January 2025. Studies were eligible if they assessed the accuracy of PCG using the CADScor® system in predicting CAD and provided enough data to construct a 2 × 2 contingency table.
Results:
A total of 4 studies involving 4,050 patients were included for the final analysis. The pooled sensitivity and specificity were 87% (95% CI, 80%-92%) and 35% (95% CI, 21%-52%), respectively. The pooled positive likelihood ratio (PLR) was 1.34 (95% CI, 1.09-1.64) and the pooled negative likelihood ratio (NLR) was 0.37 (95% CI, 0.25-0.55). The area under the receiver operating characteristic curve (AUC) was 0.79 (95% CI, 0.75-0.82) in predicting CAD. Fagan's nomogram showed that the posterior probability of PCG with the CADScor® system for the detection of CAD was 19% when the CAD-score was above the cut-off value, and 6% in those with CAD-score below the cut-off value.
Conclusion:
Phonocardiography shows promise as a rule-out tool for patients with suspected CAD.
Systematic Review Registration:
https://www.crd.york.ac.uk/PROSPERO/view/CRD42024550526, PROSPERO CRD42024550526.
More Related Videos
Related Concept Videos
Imaging Studies for Cardiovascular System VI: Calcium -Scoring CT
Acute Coronary Syndrome III: Diagnostic Studies
Coronary Artery Disease I: Introduction
Imaging Studies for Cardiovascular System V: CT
Coronary Artery Disease IV: Preventive Measures
Coronary Artery Disease V: Interprofessional Care

