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心电图成像中的时空信号和临床指标(二):电图聚类和 T 波交替。

Spatial-Temporal Signals and Clinical Indices in Electrocardiographic Imaging (II): Electrogram Clustering and T-wave Alternans.

机构信息

Department of Signal Theory and Communications, Telematics and Computing Systems, Rey Juan Carlos University, 28943 Fuenlabrada, Madrid, Spain.

Department of Signal Theory and Communications, Universidad de Alcalá, 28805 Alcalá de Henares, Madrid, Spain.

出版信息

Sensors (Basel). 2020 May 29;20(11):3070. doi: 10.3390/s20113070.

Abstract

During the last years, attention and controversy have been present for the first commercially available equipment being used in Electrocardiographic Imaging (ECGI), a new cardiac diagnostic tool which opens up a new field of diagnostic possibilities. Previous knowledge and criteria of cardiologists using intracardiac Electrograms (EGM) should be revisited from the newly available spatial-temporal potentials, and digital signal processing should be readapted to this new data structure. Aiming to contribute to the usefulness of ECGI recordings in the current knowledge and methods of cardiac electrophysiology, we previously presented two results: First, spatial consistency can be observed even for very basic cardiac signal processing stages (such as baseline wander and low-pass filtering); second, useful bipolar EGMs can be obtained by a digital processing operator searching for the maximum amplitude and including a time delay. In addition, this work aims to demonstrate the functionality of ECGI for cardiac electrophysiology from a twofold view, namely, through the analysis of the EGM waveforms, and by studying the ventricular repolarization properties. The former is scrutinized in terms of the clustering properties of the unipolar an bipolar EGM waveforms, in control and myocardial infarction subjects, and the latter is analyzed using the properties of T-wave alternans (TWA) in control and in Long-QT syndrome (LQTS) example subjects. Clustered regions of the EGMs were spatially consistent and congruent with the presence of infarcted tissue in unipolar EGMs, and bipolar EGMs with adequate signal processing operators hold this consistency and yielded a larger, yet moderate, number of spatial-temporal regions. TWA was not present in control compared with an LQTS subject in terms of the estimated alternans amplitude from the unipolar EGMs, however, higher spatial-temporal variation was present in LQTS torso and epicardium measurements, which was consistent through three different methods of alternans estimation. We conclude that spatial-temporal analysis of EGMs in ECGI will pave the way towards enhanced usefulness in the clinical practice, so that atomic signal processing approach should be conveniently revisited to be able to deal with the great amount of information that ECGI conveys for the clinician.

摘要

在过去的几年中,人们对第一款可商用的心电图影像(ECGI)设备给予了关注和争议,这是一种新的心脏诊断工具,为诊断开辟了新的可能领域。以前使用心内电图(EGM)的心脏病专家的知识和标准应该从新的空间-时间电位中重新审视,数字信号处理也应该适应这种新的数据结构。为了使 ECGI 记录在当前的心脏电生理学知识和方法中发挥作用,我们之前提出了两个结果:首先,即使在非常基本的心脏信号处理阶段(如基线漂移和低通滤波)也可以观察到空间一致性;其次,通过数字处理操作员寻找最大幅度并包括时间延迟,可以获得有用的双极 EGM。此外,这项工作旨在从两个方面展示 ECGI 在心脏电生理学中的功能,即通过 EGM 波的分析,以及通过研究心室复极特性。前者通过对控制和心肌梗死患者的单极和双极 EGM 波的聚类特性进行分析,后者则通过控制和长 QT 综合征(LQTS)示例患者的 T 波交替(TWA)特性进行分析。在单极 EGM 中,与存在梗死组织相关的 EGM 的聚类区域具有空间一致性,而在适当的信号处理操作器下的双极 EGM 也具有这种一致性,并产生了更大但适中数量的时空区域。与控制相比,LQTS 患者的单极 EGM 中不存在 TWA,但在 LQTS 躯干和心外膜测量中存在更高的时空变化,这通过三种不同的 TWA 估计方法是一致的。我们的结论是,ECGI 中 EGM 的时空分析将为临床实践中增强其有用性铺平道路,因此,原子信号处理方法应该方便地重新考虑,以处理 ECGI 为临床医生提供的大量信息。

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