Remodeling in Aortic Stenosis With Reduced and Preserved Ejection Fraction: Insight on Motion Abnormality Via 3D+Time Personalized LV Modeling in Cardiac MRI

Background: Increased afterload in aortic stenosis (AS) induces left ventricle (LV) remodeling to preserve a normal ejection fraction. This compensatory response can become maladaptive and manifest with motion abnormality. It is a clinical challenge to identify contractile and relaxation dysfunction...

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Main Authors: Chuah, Shoon Hui, Tan, Li Kuo, Sari, Nor Ashikin Md, Chan, Bee Ting, Hasikin, Khairunnisa, Lim, Einly, Ung, Ngie Min, Aziz, Yang Faridah Abdul, Jayabalan, Jeyaraaj, Liew, Yih Miin
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Published: Wiley 2024
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Online Access:http://eprints.um.edu.my/46034/
https://doi.org/10.1002/jmri.28915
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spelling my.um.eprints.460342024-11-15T01:25:38Z http://eprints.um.edu.my/46034/ Remodeling in Aortic Stenosis With Reduced and Preserved Ejection Fraction: Insight on Motion Abnormality Via 3D+Time Personalized LV Modeling in Cardiac MRI Chuah, Shoon Hui Tan, Li Kuo Sari, Nor Ashikin Md Chan, Bee Ting Hasikin, Khairunnisa Lim, Einly Ung, Ngie Min Aziz, Yang Faridah Abdul Jayabalan, Jeyaraaj Liew, Yih Miin R Medicine (General) Background: Increased afterload in aortic stenosis (AS) induces left ventricle (LV) remodeling to preserve a normal ejection fraction. This compensatory response can become maladaptive and manifest with motion abnormality. It is a clinical challenge to identify contractile and relaxation dysfunction during early subclinical stage to prevent irreversible deterioration.Purpose: To evaluate the changes of regional wall dynamics in 3D + time domain as remodeling progresses in AS.Study Type: Retrospective.Population: A total of 31 AS patients with reduced and preserved ejection fraction (14 AS_rEF: 7 male, 66.5 7.8] years old; 17 AS_pEF: 12 male, 67.0 6.0] years old) and 15 healthy (6 male, 61.0 7.0] years old).Field Strength/Sequence: 1.5 T Magnetic resonance imaging/steady state free precession and late-gadolinium enhancement sequences.Assessment: Individual LV models were reconstructed in 3D + time domain and motion metrics including wall thickening (TI), dyssynchrony index (DI), contraction rate (CR), and relaxation rate (RR) were automatically extracted and associated with the presence of scarring and remodeling.Statistical Tests: Shapiro-Wilk: data normality; Kruskal-Wallis: significant difference (P < 0.05); ICC and CV: variability; Mann-Whitney: effect size.Results: AS_rEF group shows distinct deterioration of cardiac motions compared to AS_pEF and healthy groups (TIAS_rEF: 0.92 0.85] mm, TIAS_pEF: 5.13 1.99] mm, TIhealthy: 3.61 1.09] mm, ES: 0.48-0.83; DIAS_rEF: 17.11 7.89]%, DIAS_pEF: 6.39 4.04]%, DIhealthy: 5.71 1.87]%, ES: 0.32-0.85; CRAS_rEF: 8.69 6.11] mm/second, CRAS_pEF: 16.48 6.70] mm/second, CRhealthy: 10.82 4.57] mm/second, ES: 0.29-0.60; RRAS_rEF: 8.45 4.84] mm/second; RRAS_pEF: 13.49 8.56] mm/second, RRhealthy: 9.31 2.48] mm/second, ES: 0.14-0.43). The difference in the motion metrics between healthy and AS_pEF groups were insignificant (P-value = 0.16-0.72). AS_rEF group was dominated by eccentric hypertrophy (47.1%) with concomitant scarring. Conversely, AS_pEF group was dominated by concentric remodeling and hypertrophy (71.4%), which could demonstrate hyperkinesia with slight wall dyssynchrony than healthy. Dysfunction of LV mechanics corresponded to the presence of myocardial scarring (54.9% in AS), which reverted the compensatory mechanisms initiated and performed by LV remodeling.Data Conclusion: The proposed 3D + time modeling technique may distinguish regional motion abnormalities between AS_pEF, AS_rEF, and healthy cohorts, aiding clinical diagnosis and monitoring of AS progression. Subclinical myocardial dysfunction is evident in early AS despite of normal EF. Wiley 2024-04 Article PeerReviewed Chuah, Shoon Hui and Tan, Li Kuo and Sari, Nor Ashikin Md and Chan, Bee Ting and Hasikin, Khairunnisa and Lim, Einly and Ung, Ngie Min and Aziz, Yang Faridah Abdul and Jayabalan, Jeyaraaj and Liew, Yih Miin (2024) Remodeling in Aortic Stenosis With Reduced and Preserved Ejection Fraction: Insight on Motion Abnormality Via 3D+Time Personalized LV Modeling in Cardiac MRI. Journal of Magnetic Resonance Imaging, 59 (4). pp. 1242-1255. ISSN 1053-1807, DOI https://doi.org/10.1002/jmri.28915 <https://doi.org/10.1002/jmri.28915>. https://doi.org/10.1002/jmri.28915 10.1002/jmri.28915
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 (General)
spellingShingle R Medicine (General)
Chuah, Shoon Hui
Tan, Li Kuo
Sari, Nor Ashikin Md
Chan, Bee Ting
Hasikin, Khairunnisa
Lim, Einly
Ung, Ngie Min
Aziz, Yang Faridah Abdul
Jayabalan, Jeyaraaj
Liew, Yih Miin
Remodeling in Aortic Stenosis With Reduced and Preserved Ejection Fraction: Insight on Motion Abnormality Via 3D+Time Personalized LV Modeling in Cardiac MRI
description Background: Increased afterload in aortic stenosis (AS) induces left ventricle (LV) remodeling to preserve a normal ejection fraction. This compensatory response can become maladaptive and manifest with motion abnormality. It is a clinical challenge to identify contractile and relaxation dysfunction during early subclinical stage to prevent irreversible deterioration.Purpose: To evaluate the changes of regional wall dynamics in 3D + time domain as remodeling progresses in AS.Study Type: Retrospective.Population: A total of 31 AS patients with reduced and preserved ejection fraction (14 AS_rEF: 7 male, 66.5 7.8] years old; 17 AS_pEF: 12 male, 67.0 6.0] years old) and 15 healthy (6 male, 61.0 7.0] years old).Field Strength/Sequence: 1.5 T Magnetic resonance imaging/steady state free precession and late-gadolinium enhancement sequences.Assessment: Individual LV models were reconstructed in 3D + time domain and motion metrics including wall thickening (TI), dyssynchrony index (DI), contraction rate (CR), and relaxation rate (RR) were automatically extracted and associated with the presence of scarring and remodeling.Statistical Tests: Shapiro-Wilk: data normality; Kruskal-Wallis: significant difference (P < 0.05); ICC and CV: variability; Mann-Whitney: effect size.Results: AS_rEF group shows distinct deterioration of cardiac motions compared to AS_pEF and healthy groups (TIAS_rEF: 0.92 0.85] mm, TIAS_pEF: 5.13 1.99] mm, TIhealthy: 3.61 1.09] mm, ES: 0.48-0.83; DIAS_rEF: 17.11 7.89]%, DIAS_pEF: 6.39 4.04]%, DIhealthy: 5.71 1.87]%, ES: 0.32-0.85; CRAS_rEF: 8.69 6.11] mm/second, CRAS_pEF: 16.48 6.70] mm/second, CRhealthy: 10.82 4.57] mm/second, ES: 0.29-0.60; RRAS_rEF: 8.45 4.84] mm/second; RRAS_pEF: 13.49 8.56] mm/second, RRhealthy: 9.31 2.48] mm/second, ES: 0.14-0.43). The difference in the motion metrics between healthy and AS_pEF groups were insignificant (P-value = 0.16-0.72). AS_rEF group was dominated by eccentric hypertrophy (47.1%) with concomitant scarring. Conversely, AS_pEF group was dominated by concentric remodeling and hypertrophy (71.4%), which could demonstrate hyperkinesia with slight wall dyssynchrony than healthy. Dysfunction of LV mechanics corresponded to the presence of myocardial scarring (54.9% in AS), which reverted the compensatory mechanisms initiated and performed by LV remodeling.Data Conclusion: The proposed 3D + time modeling technique may distinguish regional motion abnormalities between AS_pEF, AS_rEF, and healthy cohorts, aiding clinical diagnosis and monitoring of AS progression. Subclinical myocardial dysfunction is evident in early AS despite of normal EF.
format Article
author Chuah, Shoon Hui
Tan, Li Kuo
Sari, Nor Ashikin Md
Chan, Bee Ting
Hasikin, Khairunnisa
Lim, Einly
Ung, Ngie Min
Aziz, Yang Faridah Abdul
Jayabalan, Jeyaraaj
Liew, Yih Miin
author_facet Chuah, Shoon Hui
Tan, Li Kuo
Sari, Nor Ashikin Md
Chan, Bee Ting
Hasikin, Khairunnisa
Lim, Einly
Ung, Ngie Min
Aziz, Yang Faridah Abdul
Jayabalan, Jeyaraaj
Liew, Yih Miin
author_sort Chuah, Shoon Hui
title Remodeling in Aortic Stenosis With Reduced and Preserved Ejection Fraction: Insight on Motion Abnormality Via 3D+Time Personalized LV Modeling in Cardiac MRI
title_short Remodeling in Aortic Stenosis With Reduced and Preserved Ejection Fraction: Insight on Motion Abnormality Via 3D+Time Personalized LV Modeling in Cardiac MRI
title_full Remodeling in Aortic Stenosis With Reduced and Preserved Ejection Fraction: Insight on Motion Abnormality Via 3D+Time Personalized LV Modeling in Cardiac MRI
title_fullStr Remodeling in Aortic Stenosis With Reduced and Preserved Ejection Fraction: Insight on Motion Abnormality Via 3D+Time Personalized LV Modeling in Cardiac MRI
title_full_unstemmed Remodeling in Aortic Stenosis With Reduced and Preserved Ejection Fraction: Insight on Motion Abnormality Via 3D+Time Personalized LV Modeling in Cardiac MRI
title_sort remodeling in aortic stenosis with reduced and preserved ejection fraction: insight on motion abnormality via 3d+time personalized lv modeling in cardiac mri
publisher Wiley
publishDate 2024
url http://eprints.um.edu.my/46034/
https://doi.org/10.1002/jmri.28915
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