Assessing regional left ventricular thickening dysfunction and dyssynchrony via personalized modeling and 3D wall thickness measurements for acute myocardial infarction

Background: Existing clinical diagnostic and assessment methods could be improved to facilitate early detection and treatment of cardiac dysfunction associated with acute myocardial infarction (AMI) to reduce morbidity and mortality. Purpose: To develop 3D personalized left ventricular (LV) models a...

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Main Authors: Khalid, Amirah, Lim, Einly, Chan, Bee Ting, Abdul Aziz, Yang Faridah, Chee, Kok Han, Yap, Hwa Jen, Liew, Yih Miin
Format: Article
Published: Wiley 2019
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Online Access:http://eprints.um.edu.my/24226/
https://doi.org/10.1002/jmri.26302
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spelling my.um.eprints.242262020-04-23T14:08:22Z http://eprints.um.edu.my/24226/ Assessing regional left ventricular thickening dysfunction and dyssynchrony via personalized modeling and 3D wall thickness measurements for acute myocardial infarction Khalid, Amirah Lim, Einly Chan, Bee Ting Abdul Aziz, Yang Faridah Chee, Kok Han Yap, Hwa Jen Liew, Yih Miin R Medicine TJ Mechanical engineering and machinery Background: Existing clinical diagnostic and assessment methods could be improved to facilitate early detection and treatment of cardiac dysfunction associated with acute myocardial infarction (AMI) to reduce morbidity and mortality. Purpose: To develop 3D personalized left ventricular (LV) models and thickening assessment framework for assessing regional wall thickening dysfunction and dyssynchrony in AMI patients. Study Type: Retrospective study, diagnostic accuracy. Subjects: Forty-four subjects consisting of 15 healthy subjects and 29 AMI patients. Field Strength/Sequence: 1.5T/steady-state free precession cine MRI scans; LGE MRI scans. Assessment: Quantitative thickening measurements across all cardiac phases were correlated and validated against clinical evaluation of infarct transmurality by an experienced cardiac radiologist based on the American Heart Association (AHA) 17-segment model. Statistical Test: Nonparametric 2-k related sample-based Kruskal–Wallis test; Mann–Whitney U-test; Pearson's correlation coefficient. Results: Healthy LV wall segments undergo significant wall thickening (P < 0.05) during ejection and have on average a thicker wall (8.73 ± 1.01 mm) compared with infarcted wall segments (2.86 ± 1.11 mm). Myocardium with thick infarct (ie, >50% transmurality) underwent remarkable wall thinning during contraction (thickening index [TI] = 1.46 ± 0.26 mm) as opposed to healthy myocardium (TI = 4.01 ± 1.04 mm). For AMI patients, LV that showed signs of thinning were found to be associated with a significantly higher percentage of dyssynchrony as compared with healthy subjects (dyssynchrony index [DI] = 15.0 ± 5.0% vs. 7.5 ± 2.0%, P < 0.01). Also, a strong correlation was found between our TI and left ventricular ejection fraction (LVEF) (r = 0.892, P < 0.01), and moderate correlation between DI and LVEF (r = 0.494, P < 0.01). Data Conclusion: The extracted regional wall thickening and DIs are shown to be strongly correlated with infarct severity, therefore suggestive of possible practical clinical utility. Level of Evidence: 2. Technical Efficacy: Stage 1. J. Magn. Reson. Imaging 2019;49:1006–1019. © 2018 International Society for Magnetic Resonance in Medicine Wiley 2019 Article PeerReviewed Khalid, Amirah and Lim, Einly and Chan, Bee Ting and Abdul Aziz, Yang Faridah and Chee, Kok Han and Yap, Hwa Jen and Liew, Yih Miin (2019) Assessing regional left ventricular thickening dysfunction and dyssynchrony via personalized modeling and 3D wall thickness measurements for acute myocardial infarction. Journal of Magnetic Resonance Imaging, 49 (4). pp. 1006-1019. ISSN 1053-1807 https://doi.org/10.1002/jmri.26302 doi:10.1002/jmri.26302
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic R Medicine
TJ Mechanical engineering and machinery
spellingShingle R Medicine
TJ Mechanical engineering and machinery
Khalid, Amirah
Lim, Einly
Chan, Bee Ting
Abdul Aziz, Yang Faridah
Chee, Kok Han
Yap, Hwa Jen
Liew, Yih Miin
Assessing regional left ventricular thickening dysfunction and dyssynchrony via personalized modeling and 3D wall thickness measurements for acute myocardial infarction
description Background: Existing clinical diagnostic and assessment methods could be improved to facilitate early detection and treatment of cardiac dysfunction associated with acute myocardial infarction (AMI) to reduce morbidity and mortality. Purpose: To develop 3D personalized left ventricular (LV) models and thickening assessment framework for assessing regional wall thickening dysfunction and dyssynchrony in AMI patients. Study Type: Retrospective study, diagnostic accuracy. Subjects: Forty-four subjects consisting of 15 healthy subjects and 29 AMI patients. Field Strength/Sequence: 1.5T/steady-state free precession cine MRI scans; LGE MRI scans. Assessment: Quantitative thickening measurements across all cardiac phases were correlated and validated against clinical evaluation of infarct transmurality by an experienced cardiac radiologist based on the American Heart Association (AHA) 17-segment model. Statistical Test: Nonparametric 2-k related sample-based Kruskal–Wallis test; Mann–Whitney U-test; Pearson's correlation coefficient. Results: Healthy LV wall segments undergo significant wall thickening (P < 0.05) during ejection and have on average a thicker wall (8.73 ± 1.01 mm) compared with infarcted wall segments (2.86 ± 1.11 mm). Myocardium with thick infarct (ie, >50% transmurality) underwent remarkable wall thinning during contraction (thickening index [TI] = 1.46 ± 0.26 mm) as opposed to healthy myocardium (TI = 4.01 ± 1.04 mm). For AMI patients, LV that showed signs of thinning were found to be associated with a significantly higher percentage of dyssynchrony as compared with healthy subjects (dyssynchrony index [DI] = 15.0 ± 5.0% vs. 7.5 ± 2.0%, P < 0.01). Also, a strong correlation was found between our TI and left ventricular ejection fraction (LVEF) (r = 0.892, P < 0.01), and moderate correlation between DI and LVEF (r = 0.494, P < 0.01). Data Conclusion: The extracted regional wall thickening and DIs are shown to be strongly correlated with infarct severity, therefore suggestive of possible practical clinical utility. Level of Evidence: 2. Technical Efficacy: Stage 1. J. Magn. Reson. Imaging 2019;49:1006–1019. © 2018 International Society for Magnetic Resonance in Medicine
format Article
author Khalid, Amirah
Lim, Einly
Chan, Bee Ting
Abdul Aziz, Yang Faridah
Chee, Kok Han
Yap, Hwa Jen
Liew, Yih Miin
author_facet Khalid, Amirah
Lim, Einly
Chan, Bee Ting
Abdul Aziz, Yang Faridah
Chee, Kok Han
Yap, Hwa Jen
Liew, Yih Miin
author_sort Khalid, Amirah
title Assessing regional left ventricular thickening dysfunction and dyssynchrony via personalized modeling and 3D wall thickness measurements for acute myocardial infarction
title_short Assessing regional left ventricular thickening dysfunction and dyssynchrony via personalized modeling and 3D wall thickness measurements for acute myocardial infarction
title_full Assessing regional left ventricular thickening dysfunction and dyssynchrony via personalized modeling and 3D wall thickness measurements for acute myocardial infarction
title_fullStr Assessing regional left ventricular thickening dysfunction and dyssynchrony via personalized modeling and 3D wall thickness measurements for acute myocardial infarction
title_full_unstemmed Assessing regional left ventricular thickening dysfunction and dyssynchrony via personalized modeling and 3D wall thickness measurements for acute myocardial infarction
title_sort assessing regional left ventricular thickening dysfunction and dyssynchrony via personalized modeling and 3d wall thickness measurements for acute myocardial infarction
publisher Wiley
publishDate 2019
url http://eprints.um.edu.my/24226/
https://doi.org/10.1002/jmri.26302
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