Phenotyping of hypertensive heart disease and hypertrophic cardiomyopathy using personalized 3D modeling and cardiac magnetic resonance imaging / Chuah Shoon Hui

Differential diagnosis of hypertensive heart disease (HHD) and hypertrophic cardiomyopathy (HCM) is clinically challenging but important for treatment management. This study aims to phenotype HHD and HCM in 3D+time domain by using a multiparametric motion-corrected personalized modeling algorithm an...

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Main Author: Chuah, Shoon Hui
Format: Thesis
Published: 2020
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Online Access:http://studentsrepo.um.edu.my/13175/1/Chuah_Shoon_Hui.jpg
http://studentsrepo.um.edu.my/13175/8/shoon_hui.pdf
http://studentsrepo.um.edu.my/13175/
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spelling my.um.stud.131752022-04-26T20:00:17Z Phenotyping of hypertensive heart disease and hypertrophic cardiomyopathy using personalized 3D modeling and cardiac magnetic resonance imaging / Chuah Shoon Hui Chuah, Shoon Hui R Medicine (General) TA Engineering (General). Civil engineering (General) Differential diagnosis of hypertensive heart disease (HHD) and hypertrophic cardiomyopathy (HCM) is clinically challenging but important for treatment management. This study aims to phenotype HHD and HCM in 3D+time domain by using a multiparametric motion-corrected personalized modeling algorithm and cardiac magnetic resonance (CMR). 44 CMR data, including 12 healthy, 16 HHD and 16 HCM cases, were examined. Multiple CMR phenotype data consisting of geometric and dynamic variables were extracted globally and regionally from the models over a full cardiac cycle for comparison against the healthy models and clinical reports. Statistical classifications were used to identify the distinctive characteristics and disease subtypes with overlapping functional data, providing insights into the challenges for differential diagnosis of both types of disease. While HCM is characterized by localized extreme hypertrophy of the left ventricular (LV), wall thickening/contraction/strain was found to be normal and in synchrony, though it was occasionally exaggerated at normotrophic/less severely hypertrophic regions during systole to preserve the overall ejection fraction (EF) and systolic functionality. Additionally, we observed that hypertrophy in HHD could also be localized, although in less extreme conditions (i.e. more concentric). While fibrosis occurred mostly in those HCM cases with aortic obstruction, only minority of HHD patients were found to be affected by fibrosis. We demonstrated that subgroups of HHD (i.e. preserved and reduced EF: HHDpEF & HHDrEF) have different 3D+time CMR characteristics. While HHDpEF has cardiac functions in normal range, dilation and heart failure are indicated in HHDrEF as reflected by low LV wall thickening/contraction/strain and synchrony, as well as much reduced EF. 2020-11 Thesis NonPeerReviewed application/pdf http://studentsrepo.um.edu.my/13175/1/Chuah_Shoon_Hui.jpg application/pdf http://studentsrepo.um.edu.my/13175/8/shoon_hui.pdf Chuah, Shoon Hui (2020) Phenotyping of hypertensive heart disease and hypertrophic cardiomyopathy using personalized 3D modeling and cardiac magnetic resonance imaging / Chuah Shoon Hui. Masters thesis, Universiti Malaya. http://studentsrepo.um.edu.my/13175/
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Student Repository
url_provider http://studentsrepo.um.edu.my/
topic R Medicine (General)
TA Engineering (General). Civil engineering (General)
spellingShingle R Medicine (General)
TA Engineering (General). Civil engineering (General)
Chuah, Shoon Hui
Phenotyping of hypertensive heart disease and hypertrophic cardiomyopathy using personalized 3D modeling and cardiac magnetic resonance imaging / Chuah Shoon Hui
description Differential diagnosis of hypertensive heart disease (HHD) and hypertrophic cardiomyopathy (HCM) is clinically challenging but important for treatment management. This study aims to phenotype HHD and HCM in 3D+time domain by using a multiparametric motion-corrected personalized modeling algorithm and cardiac magnetic resonance (CMR). 44 CMR data, including 12 healthy, 16 HHD and 16 HCM cases, were examined. Multiple CMR phenotype data consisting of geometric and dynamic variables were extracted globally and regionally from the models over a full cardiac cycle for comparison against the healthy models and clinical reports. Statistical classifications were used to identify the distinctive characteristics and disease subtypes with overlapping functional data, providing insights into the challenges for differential diagnosis of both types of disease. While HCM is characterized by localized extreme hypertrophy of the left ventricular (LV), wall thickening/contraction/strain was found to be normal and in synchrony, though it was occasionally exaggerated at normotrophic/less severely hypertrophic regions during systole to preserve the overall ejection fraction (EF) and systolic functionality. Additionally, we observed that hypertrophy in HHD could also be localized, although in less extreme conditions (i.e. more concentric). While fibrosis occurred mostly in those HCM cases with aortic obstruction, only minority of HHD patients were found to be affected by fibrosis. We demonstrated that subgroups of HHD (i.e. preserved and reduced EF: HHDpEF & HHDrEF) have different 3D+time CMR characteristics. While HHDpEF has cardiac functions in normal range, dilation and heart failure are indicated in HHDrEF as reflected by low LV wall thickening/contraction/strain and synchrony, as well as much reduced EF.
format Thesis
author Chuah, Shoon Hui
author_facet Chuah, Shoon Hui
author_sort Chuah, Shoon Hui
title Phenotyping of hypertensive heart disease and hypertrophic cardiomyopathy using personalized 3D modeling and cardiac magnetic resonance imaging / Chuah Shoon Hui
title_short Phenotyping of hypertensive heart disease and hypertrophic cardiomyopathy using personalized 3D modeling and cardiac magnetic resonance imaging / Chuah Shoon Hui
title_full Phenotyping of hypertensive heart disease and hypertrophic cardiomyopathy using personalized 3D modeling and cardiac magnetic resonance imaging / Chuah Shoon Hui
title_fullStr Phenotyping of hypertensive heart disease and hypertrophic cardiomyopathy using personalized 3D modeling and cardiac magnetic resonance imaging / Chuah Shoon Hui
title_full_unstemmed Phenotyping of hypertensive heart disease and hypertrophic cardiomyopathy using personalized 3D modeling and cardiac magnetic resonance imaging / Chuah Shoon Hui
title_sort phenotyping of hypertensive heart disease and hypertrophic cardiomyopathy using personalized 3d modeling and cardiac magnetic resonance imaging / chuah shoon hui
publishDate 2020
url http://studentsrepo.um.edu.my/13175/1/Chuah_Shoon_Hui.jpg
http://studentsrepo.um.edu.my/13175/8/shoon_hui.pdf
http://studentsrepo.um.edu.my/13175/
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score 13.211869