Related Experiment Video
Updated: Feb 13, 2026

Signal Acquisition, Score Interpretation, and Economics of a Non-Invasive Point-of-Care Test for Coronary Artery Disease
Published on: August 9, 2024
Prognostic value of T-wave morphology parameters in coronary artery disease in current treatment era
Joni M Pirkola1, Maija Konttinen1, Tuomas V Kenttä1
1Research Unit of Internal Medicine, Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland.
Insights
T-wave morphology parameters significantly improve cardiac death prediction in coronary artery disease (CAD) patients. These ECG markers enhance existing risk models, offering better prognostic insights in the current treatment era.
Area of Science:
- Cardiology
- Medical Diagnostics
- Electrocardiography
Background:
- Prognostic value of T-wave morphology in coronary artery disease (CAD) is not well-established in the current treatment era.
- The Innovation to reduce Cardiovascular Complications of Diabetes at the Intersection (ARTEMIS) study investigated this in 1,946 CAD patients.
Purpose of the Study:
- To evaluate the prognostic value of T-wave morphology parameters in predicting cardiac death (CD) in patients with CAD.
- To determine if these parameters improve the predictive power of existing clinical risk models.
Main Methods:
- Analysis of 12-lead digital electrocardiograms (ECGs) from 1,946 CAD patients in the ARTEMIS study.
- Assessment of T-wave morphology parameters including T-wave morphology dispersion (TMD), T-wave area dispersion (TWAD), and total cosine R-to-T (TCRT).
- Cox regression analysis and risk model discrimination assessment (C-index, integrated discrimination index) over a 73-month follow-up.
Main Results:
- TMD, TWAD, and TCRT were significantly associated with cardiac death (CD) after adjusting for clinical risk markers.
- Inclusion of these parameters increased the C-index of the clinical risk model for CD from 0.810 to 0.823 (p=0.01).
- Parameters showed stronger association with nonsudden cardiac death (NSCD) than sudden cardiac death (SCD).
Conclusions:
- T-wave morphology parameters describing repolarization heterogeneity enhance the predictive capability of clinical risk models for cardiac death in CAD patients.
- These ECG-derived metrics offer improved prognostic value in the current therapeutic landscape for CAD.
Background:
The prognostic value of T-wave morphology parameters in coronary artery disease in the current treatment era is not well established.
Methods:
The Innovation to reduce Cardiovascular Complications of Diabetes at the Intersection (ARTEMIS) study included 1,946 patients with angiographically verified coronary artery disease (CAD). The study patients underwent thorough examinations including 12-lead digital electrocardiogram (ECG) at baseline.
Results:
During a follow-up period of 73 ± 22 months, a total of 201 (10.3%) patients died. Of the study patients, 95 (4.9%) experienced cardiac death (CD) consisting of 44 (2.3%) sudden cardiac deaths (SCD) and 51 (2.6%) nonsudden cardiac deaths (NSCD), and 106 (5.4%) patients experienced noncardiac death (NCD). T-wave morphology dispersion (TMD), T-wave area dispersion (TWAD), and total cosine R-to-T (TCRT) had a significant association with CD even after adjustment with relevant clinical risk markers in the Cox regression analysis (multivariate HRs: 1.015, 95% CI 1.007-1.023, p = .0003; 0.474, 95% CI 0.305-0.737, p = .0009; 0.598, 95% CI 0.412-0.866, p = .006, respectively). When including these parameters to the clinical risk model for CD, the C-index increased from 0.810 to 0.823 improving the discrimination significantly (integrated discrimination index [IDI] = 0.0118, 95% CI 0.0028-0.0208, p = .01). These parameters were more closely associated with NSCD (multivariate p-values from .016 to .001) than with SCD (univariate/multivariate p-values for TMD .015/.197 and for TCRT .012/.43).
Conclusion:
T-wave morphology parameters describing repolarization heterogeneity improve the predictive power of the clinical risk model for CD in patients with CAD in the current treatment era.
Related Concept Videos
Coronary Artery Disease I: Introduction
Coronary Artery Disease II: Pathophysiology
Coronary Artery Disease V: Interprofessional Care
Wave Parameters
Coronary Artery Disease III: Clinical Manifestations
Coronary Artery Disease IV: Preventive Measures

