Genesis of the T-wave through various modes of ventricular recovery patterns using the equivalent dipole layer model

IF 6.3 2区 医学 Q1 BIOLOGY Computers in biology and medicine Pub Date : 2025-05-01 Epub Date: 2025-03-18 DOI:10.1016/j.compbiomed.2025.110016
Manon Kloosterman , Iris van der Schaaf , Machteld J. Boonstra , Thom F. Oostendorp , Veronique M.F. Meijborg , Ruben Coronel , Peter Loh , Peter M. van Dam
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Abstract

Background

The equivalent dipole layer (EDL) relates local endocardial and epicardial transmembrane potentials to body surface potentials and can therefore be used to gain insight into cardiac activation and recovery. To use the EDL-source model for the inverse problem of electrocardiography, initial estimates for local activation times (LAT) and recovery times (LRT) are required because of its non-linear relation with body surface potentials.

Objective

To develop an AT-independent initial RT estimate in the EDL-source model.

Methods

Body surface mapping (BSM) and cardiac imaging were performed in 15 subjects. LAT and LRT were estimated using the EDL-source model. Various ventricular recovery patterns were tested to investigate the relation between recovery patterns and normal T-waves, including LAT-dependent-recovery and RT differences along transmural, interventricular, anterior-posterior and apico-basal axes. A new algorithm was developed based on the backwards modeling of the T-wave (BackRep) to identify the latest area of recovery. Correlation coefficient (CC) and relative difference (RD) between the recorded and computed T-waves were reported.

Results

BackRep (CC = 0.89 [IQR:0.83–0.90]; RD = 0.63 [IQR:0.49–0.69]), outperformed the anatomical axes based recovery patterns (CC = 0.29 [IQR:0.21–0.46] – 0.79 [IQR:0.78–0.83]; RD = 1.02 [IQR:0.98–1.18] – 0.61 [IQR:0.57–0.68]) and LAT-based recovery pattern (CC = 0.63 [IQR:0.60–0.73]; RD = 4.35 [IQR:2.74–9.05]). Of the RT differences along the anatomical axes, the apico-basal recovery pattern showed the best match between recorded and computed T-waves. A significant apex-to-base RT difference was also found in the BackRep recovery maps.

Conclusion

BackRep provides a reliable AT-independent initial RT estimate and supports the presence of an apex-to-base RT difference in normal T-wave morphology.

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利用等效偶极子层模型通过不同心室恢复模式研究t波的起源
等效偶极层(EDL)将局部心内膜和心外膜跨膜电位与体表电位联系起来,因此可以用来了解心脏的激活和恢复。为了将edl源模型用于心电图反问题,由于局部激活时间(LAT)和恢复时间(LRT)与体表电位呈非线性关系,因此需要对其进行初始估计。目的在edl源模型中建立一个与at无关的初始RT估计。方法对15例患者进行体表测绘(BSM)和心脏显像。利用edl源模型估计LAT和LRT。我们测试了不同的心室恢复模式,以研究恢复模式与正常t波的关系,包括沿跨壁、室间、前后和顶基轴的at依赖性恢复和RT差异。在t波反向建模(BackRep)的基础上,开发了一种新的算法来确定最新的恢复区域。记录t波与计算t波的相关系数(CC)和相对差值(RD)。结果backrep (CC = 0.89 [IQR: 0.83-0.90];RD = 0.63 [IQR: 0.49-0.69]),优于基于解剖轴的恢复模式(CC = 0.29 [IQR: 0.21-0.46] - 0.79 [IQR: 0.78-0.83];RD = 1.02 [IQR: 0.98-1.18] ~ 0.61 [IQR: 0.57-0.68])和基于lata的恢复模式(CC = 0.63 [IQR: 0.60-0.73];r = 4.35 [iqr: 2.74-9.05])。在沿解剖轴的RT差异中,记录的t波与计算的t波最吻合的是顶基底恢复模式。在BackRep恢复图中也发现了显著的顶基RT差异。结论backrep提供了一个可靠的与at无关的初始RT估计,并支持正常t波形态中存在顶点到基底RT差异。
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来源期刊
Computers in biology and medicine
Computers in biology and medicine 工程技术-工程:生物医学
CiteScore
11.70
自引率
10.40%
发文量
1086
审稿时长
74 days
期刊介绍: Computers in Biology and Medicine is an international forum for sharing groundbreaking advancements in the use of computers in bioscience and medicine. This journal serves as a medium for communicating essential research, instruction, ideas, and information regarding the rapidly evolving field of computer applications in these domains. By encouraging the exchange of knowledge, we aim to facilitate progress and innovation in the utilization of computers in biology and medicine.
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