Cargando…

A New Method for Detecting Myocardial Ischemia Based on ECG T-Wave Area Curve (TWAC)

In recent years, coronary heart disease (CHD) has become one of the main diseases that endanger human health, with a high mortality and disability rate. Myocardial ischemia (MI) is the main symptom in the development of CHD. Continuous and severe myocardial ischemia will lead to myocardial infarctio...

Descripción completa

Detalles Bibliográficos
Autores principales: Li, Ronghua, Zhao, Xiaoye, Gong, Yinglan, Zhang, Jucheng, Dong, Ruiqing, Xia, Ling
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8044312/
https://www.ncbi.nlm.nih.gov/pubmed/33868027
http://dx.doi.org/10.3389/fphys.2021.660232
_version_ 1783678457363824640
author Li, Ronghua
Zhao, Xiaoye
Gong, Yinglan
Zhang, Jucheng
Dong, Ruiqing
Xia, Ling
author_facet Li, Ronghua
Zhao, Xiaoye
Gong, Yinglan
Zhang, Jucheng
Dong, Ruiqing
Xia, Ling
author_sort Li, Ronghua
collection PubMed
description In recent years, coronary heart disease (CHD) has become one of the main diseases that endanger human health, with a high mortality and disability rate. Myocardial ischemia (MI) is the main symptom in the development of CHD. Continuous and severe myocardial ischemia will lead to myocardial infarction. The clinical manifestations of MI are mainly the changes of ST-T segment of ECG, that is, ST segment and T wave. Nearly one third of patients with CHD, however, has no obvious ECG changes. In this paper, a new method for detecting MI based on the T-wave area curve (TWAC) was proposed. Through observation and analysis of clinical data, it was found that there exist significant correlation between the morphology of TWAC and MI. The TWAC morphology of normal subject is smooth and gentle, while the TWAC morphology of patients with coronary stenosis is mostly jagged, and the curve becomes more severe with more severe stenosis. The preliminary test results show that the sensitivity, specificity, and accuracy of the proposed method for detecting MI are 84.3, 83.6, and 84%, respectively. This study shows that the TWAC based approach may be an effective method for detecting MI, especially for the CHD patients with no obvious ECG changes.
format Online
Article
Text
id pubmed-8044312
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-80443122021-04-15 A New Method for Detecting Myocardial Ischemia Based on ECG T-Wave Area Curve (TWAC) Li, Ronghua Zhao, Xiaoye Gong, Yinglan Zhang, Jucheng Dong, Ruiqing Xia, Ling Front Physiol Physiology In recent years, coronary heart disease (CHD) has become one of the main diseases that endanger human health, with a high mortality and disability rate. Myocardial ischemia (MI) is the main symptom in the development of CHD. Continuous and severe myocardial ischemia will lead to myocardial infarction. The clinical manifestations of MI are mainly the changes of ST-T segment of ECG, that is, ST segment and T wave. Nearly one third of patients with CHD, however, has no obvious ECG changes. In this paper, a new method for detecting MI based on the T-wave area curve (TWAC) was proposed. Through observation and analysis of clinical data, it was found that there exist significant correlation between the morphology of TWAC and MI. The TWAC morphology of normal subject is smooth and gentle, while the TWAC morphology of patients with coronary stenosis is mostly jagged, and the curve becomes more severe with more severe stenosis. The preliminary test results show that the sensitivity, specificity, and accuracy of the proposed method for detecting MI are 84.3, 83.6, and 84%, respectively. This study shows that the TWAC based approach may be an effective method for detecting MI, especially for the CHD patients with no obvious ECG changes. Frontiers Media S.A. 2021-03-31 /pmc/articles/PMC8044312/ /pubmed/33868027 http://dx.doi.org/10.3389/fphys.2021.660232 Text en Copyright © 2021 Li, Zhao, Gong, Zhang, Dong and Xia. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Physiology
Li, Ronghua
Zhao, Xiaoye
Gong, Yinglan
Zhang, Jucheng
Dong, Ruiqing
Xia, Ling
A New Method for Detecting Myocardial Ischemia Based on ECG T-Wave Area Curve (TWAC)
title A New Method for Detecting Myocardial Ischemia Based on ECG T-Wave Area Curve (TWAC)
title_full A New Method for Detecting Myocardial Ischemia Based on ECG T-Wave Area Curve (TWAC)
title_fullStr A New Method for Detecting Myocardial Ischemia Based on ECG T-Wave Area Curve (TWAC)
title_full_unstemmed A New Method for Detecting Myocardial Ischemia Based on ECG T-Wave Area Curve (TWAC)
title_short A New Method for Detecting Myocardial Ischemia Based on ECG T-Wave Area Curve (TWAC)
title_sort new method for detecting myocardial ischemia based on ecg t-wave area curve (twac)
topic Physiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8044312/
https://www.ncbi.nlm.nih.gov/pubmed/33868027
http://dx.doi.org/10.3389/fphys.2021.660232
work_keys_str_mv AT lironghua anewmethodfordetectingmyocardialischemiabasedonecgtwaveareacurvetwac
AT zhaoxiaoye anewmethodfordetectingmyocardialischemiabasedonecgtwaveareacurvetwac
AT gongyinglan anewmethodfordetectingmyocardialischemiabasedonecgtwaveareacurvetwac
AT zhangjucheng anewmethodfordetectingmyocardialischemiabasedonecgtwaveareacurvetwac
AT dongruiqing anewmethodfordetectingmyocardialischemiabasedonecgtwaveareacurvetwac
AT xialing anewmethodfordetectingmyocardialischemiabasedonecgtwaveareacurvetwac
AT lironghua newmethodfordetectingmyocardialischemiabasedonecgtwaveareacurvetwac
AT zhaoxiaoye newmethodfordetectingmyocardialischemiabasedonecgtwaveareacurvetwac
AT gongyinglan newmethodfordetectingmyocardialischemiabasedonecgtwaveareacurvetwac
AT zhangjucheng newmethodfordetectingmyocardialischemiabasedonecgtwaveareacurvetwac
AT dongruiqing newmethodfordetectingmyocardialischemiabasedonecgtwaveareacurvetwac
AT xialing newmethodfordetectingmyocardialischemiabasedonecgtwaveareacurvetwac