학술논문

Time-Warping Analysis of the T-Wave Peak-to-End Interval to Quantify Ventricular Repolarization Dispersion During Ischemia
Document Type
Periodical
Source
IEEE Journal of Biomedical and Health Informatics IEEE J. Biomed. Health Inform. Biomedical and Health Informatics, IEEE Journal of. 27(11):5314-5325 Nov, 2023
Subject
Bioengineering
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Signal Processing and Analysis
Electrocardiography
Recording
Dispersion
Morphology
Indexes
Arrhythmia
Arteries
Electrocardiogram
ischemia
repolarization
T-wave morphology
T-peak to T-end interval
T-wave time warping analysis
ventricular arrhythmic risk
Language
ISSN
2168-2194
2168-2208
Abstract
Variations in the dispersion of ventricular repolarization can be quantified by T-wave time-warping based index, $d_w$. However, the early phase of the T-wave can be affected by ST-segment changes during ischemia. We hypothesized that restricting $d_{w}$ to the T-wave peak-to-end ($T_{pe}$) would circumvent this limitation while still quantifying variations in repolarization dispersion. A total of 101 ECG recordings from patients undergoing coronary occlusion, together with their control recordings, were analyzed. A series of $d_{w}$ values was calculated by quantifying the $T_{pe}$ morphological variations between the T-waves at different occlusion stages and a baseline T-wave. We introduced a normalized version of $d_w$, $\mathcal {R}_d$, reflecting variations of $d_w$ during occlusion relative to control recordings ($\mathcal{R}_d = 1$ corresponds to the same level of variation). The $d_w$ series followed a gradually increasing trend with occlusion time, reaching median [range] $\mathcal {R}_d$ values of 9.44 [1.01, 80.74] at the occlusion end. $\mathcal {R}_d$ at occlusion end was significantly higher than threshold values of 1, 2, 5, and 10 in 94.1%, 85.11%, 64.4% and 48.5% of patients, respectively. The spatial lead-wise analysis of $d_w$ showed distinct distributions depending on the occluded artery, suggesting a relation with the ischemia location. The relative variation $\mathcal {R}$ with ischemia of index $d_w$ (9.4) is greater than that of the T-wave amplitude (7.7), $T_{pe}$ interval (2.7) and T-wave width (3.0). In conclusion, $d_w$ tracks ischemic-induced variations in repolarization dispersion in a more robust manner than classical indexes, avoiding the impact of ST segment elevation/depression or early T-wave distortions, thus warranting further clinical studies.