Electrocardiogram to Determine Mitral and Aortic Valve Opening and Closure.

IF 1.6 4区 医学 Q3 CARDIAC & CARDIOVASCULAR SYSTEMS
M Rifqi Aufan, Zachary T Jost, Neal J Miller, Oleg F Sharifov, Himanshu Gupta, Gilbert J Perry, J Michael Wells, Thomas S Denney, Steven G Lloyd
{"title":"Electrocardiogram to Determine Mitral and Aortic Valve Opening and Closure.","authors":"M Rifqi Aufan,&nbsp;Zachary T Jost,&nbsp;Neal J Miller,&nbsp;Oleg F Sharifov,&nbsp;Himanshu Gupta,&nbsp;Gilbert J Perry,&nbsp;J Michael Wells,&nbsp;Thomas S Denney,&nbsp;Steven G Lloyd","doi":"10.1007/s13239-023-00664-4","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>Knowledge of the timing of cardiac valve opening and closing is important in cardiac physiology. The relationship between valve motion and electrocardiogram (ECG) is often assumed, however is not clearly defined. Here we investigate the accuracy of cardiac valve timing estimated using only the ECG, compared to Doppler echocardiography (DE) flow imaging as the gold standard.</p><p><strong>Methods: </strong>DE was obtained in 37 patients with simultaneous ECG recording. ECG was digitally processed and identifiable features (QRS, T, P waves) were examined as potential reference points to determine opening and closure of aortic and mitral valves, as compared to DE outflow and inflow measurement. Timing offset of the cardiac valves opening and closure between ECG features and DE was measured from derivation set (n = 19). The obtained mean offset in combination with the ECG features model was then evaluated on a validation set (n = 18). Using the same approach, additional measurement was also done for the right sided valves.</p><p><strong>Results: </strong>From the derivation set, we found a fixed offset of 22 ± 9 ms, 2 ± 13 ms, 90 ± 26 ms, and - 2 ± - 27 ms when comparing S to aortic valve opening, T<sub>end</sub> to aortic valve closure, T<sub>end</sub> to mitral valve opening, and R to mitral valve closure respectively. Application of this model to the validation set showed good estimation of aortic and mitral valve opening and closure timing value, with low model absolute error (median of the mean absolute error of the four events = 19 ms compared to the gold standard DE measurement). For the right-sided (tricuspid and pulmonic) valves in our patient set, there was considerably higher median of the mean absolute error of 42 ms for the model.</p><p><strong>Conclusion: </strong>ECG features can be used to estimate aortic and mitral valve timings with good accuracy as compared to DE, allowing useful hemodynamic information to be derived from this easily available test.</p>","PeriodicalId":54322,"journal":{"name":"Cardiovascular Engineering and Technology","volume":null,"pages":null},"PeriodicalIF":1.6000,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cardiovascular Engineering and Technology","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1007/s13239-023-00664-4","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"CARDIAC & CARDIOVASCULAR SYSTEMS","Score":null,"Total":0}
引用次数: 0

Abstract

Purpose: Knowledge of the timing of cardiac valve opening and closing is important in cardiac physiology. The relationship between valve motion and electrocardiogram (ECG) is often assumed, however is not clearly defined. Here we investigate the accuracy of cardiac valve timing estimated using only the ECG, compared to Doppler echocardiography (DE) flow imaging as the gold standard.

Methods: DE was obtained in 37 patients with simultaneous ECG recording. ECG was digitally processed and identifiable features (QRS, T, P waves) were examined as potential reference points to determine opening and closure of aortic and mitral valves, as compared to DE outflow and inflow measurement. Timing offset of the cardiac valves opening and closure between ECG features and DE was measured from derivation set (n = 19). The obtained mean offset in combination with the ECG features model was then evaluated on a validation set (n = 18). Using the same approach, additional measurement was also done for the right sided valves.

Results: From the derivation set, we found a fixed offset of 22 ± 9 ms, 2 ± 13 ms, 90 ± 26 ms, and - 2 ± - 27 ms when comparing S to aortic valve opening, Tend to aortic valve closure, Tend to mitral valve opening, and R to mitral valve closure respectively. Application of this model to the validation set showed good estimation of aortic and mitral valve opening and closure timing value, with low model absolute error (median of the mean absolute error of the four events = 19 ms compared to the gold standard DE measurement). For the right-sided (tricuspid and pulmonic) valves in our patient set, there was considerably higher median of the mean absolute error of 42 ms for the model.

Conclusion: ECG features can be used to estimate aortic and mitral valve timings with good accuracy as compared to DE, allowing useful hemodynamic information to be derived from this easily available test.

Abstract Image

心电图确定二尖瓣和主动脉瓣的开闭。
目的:了解心脏瓣膜打开和关闭的时间在心脏生理学中是重要的。瓣膜运动与心电图(ECG)之间的关系通常被假设,但没有明确定义。在这里,我们研究仅使用心电图估计心脏瓣膜授时的准确性,与作为金标准的多普勒超声心动图(DE)血流成像相比。方法:对37例同时心电图记录的患者进行DE测定。对心电图进行数字处理,并检查可识别的特征(QRS, T, P波)作为确定主动脉瓣和二尖瓣打开和关闭的潜在参考点,与DE流出和流入测量相比较。从推导集(n = 19)测量心电图特征与DE之间心脏瓣膜打开和关闭的时间偏移。然后在验证集(n = 18)上评估获得的平均偏移量与ECG特征模型的结合。使用相同的方法,还对右侧瓣膜进行了额外的测量。结果:从推导集中,我们发现S与主动脉瓣开度、Tend to主动脉瓣闭度、Tend to二尖瓣开度、R与二尖瓣闭度分别有22±9 ms、2±13 ms、90±26 ms和- 2±- 27 ms的固定偏移。将该模型应用于验证集,可以很好地估计主动脉瓣和二尖瓣的开启和关闭时间值,模型绝对误差低(与金标准DE测量相比,四个事件的平均绝对误差中位数= 19 ms)。对于我们患者组的右侧(三尖瓣和肺动脉)瓣膜,该模型的平均绝对误差中值相当高,为42毫秒。结论:与DE相比,心电图特征可用于估计主动脉瓣和二尖瓣的时间,准确度较高,可从这项容易获得的测试中获得有用的血流动力学信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Cardiovascular Engineering and Technology
Cardiovascular Engineering and Technology Engineering-Biomedical Engineering
CiteScore
4.00
自引率
0.00%
发文量
51
期刊介绍: Cardiovascular Engineering and Technology is a journal publishing the spectrum of basic to translational research in all aspects of cardiovascular physiology and medical treatment. It is the forum for academic and industrial investigators to disseminate research that utilizes engineering principles and methods to advance fundamental knowledge and technological solutions related to the cardiovascular system. Manuscripts spanning from subcellular to systems level topics are invited, including but not limited to implantable medical devices, hemodynamics and tissue biomechanics, functional imaging, surgical devices, electrophysiology, tissue engineering and regenerative medicine, diagnostic instruments, transport and delivery of biologics, and sensors. In addition to manuscripts describing the original publication of research, manuscripts reviewing developments in these topics or their state-of-art are also invited.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信