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Cardiac Diffusion Tensor Biomarkers of Chronic Infarction Based on In Vivo Data

In vivo cardiac diffusion tensor imaging (cDTI) data were acquired in swine subjects six to ten weeks post-myocardial infarction (MI) to identify microstructural-based biomarkers of MI. Diffusion tensor invariants, diffusion tensor eigenvalues, and radial diffusivity (RD) are evaluated in the infarc...

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Autores principales: Rahman, Tanjib, Moulin, Kévin, Perotti, Luigi E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9408809/
https://www.ncbi.nlm.nih.gov/pubmed/36032414
http://dx.doi.org/10.3390/app12073512
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author Rahman, Tanjib
Moulin, Kévin
Perotti, Luigi E.
author_facet Rahman, Tanjib
Moulin, Kévin
Perotti, Luigi E.
author_sort Rahman, Tanjib
collection PubMed
description In vivo cardiac diffusion tensor imaging (cDTI) data were acquired in swine subjects six to ten weeks post-myocardial infarction (MI) to identify microstructural-based biomarkers of MI. Diffusion tensor invariants, diffusion tensor eigenvalues, and radial diffusivity (RD) are evaluated in the infarct, border, and remote myocardium, and compared with extracellular volume fraction (ECV) and native T1 values. Additionally, to aid the interpretation of the experimental results, the diffusion of water molecules was numerically simulated as a function of ECV. Finally, findings based on in vivo measures were confirmed using higher-resolution and higher signal-to-noise data acquired ex vivo in the same subjects. Mean diffusivity, diffusion tensor eigenvalues, and RD increased in the infarct and border regions compared to remote myocardium, while fractional anisotropy decreased. Secondary (e(2)) and tertiary (e(3)) eigenvalues increased more significantly than the primary eigenvalue in the infarct and border regions. These findings were confirmed by the diffusion simulations. Although ECV presented the largest increase in infarct and border regions, e(2), e(3), and RD increased the most among non-contrast-based biomarkers. RD is of special interest as it summarizes the changes occurring in the radial direction and may be more robust than e(2) or e(3) alone.
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spelling pubmed-94088092022-08-25 Cardiac Diffusion Tensor Biomarkers of Chronic Infarction Based on In Vivo Data Rahman, Tanjib Moulin, Kévin Perotti, Luigi E. Appl Sci (Basel) Article In vivo cardiac diffusion tensor imaging (cDTI) data were acquired in swine subjects six to ten weeks post-myocardial infarction (MI) to identify microstructural-based biomarkers of MI. Diffusion tensor invariants, diffusion tensor eigenvalues, and radial diffusivity (RD) are evaluated in the infarct, border, and remote myocardium, and compared with extracellular volume fraction (ECV) and native T1 values. Additionally, to aid the interpretation of the experimental results, the diffusion of water molecules was numerically simulated as a function of ECV. Finally, findings based on in vivo measures were confirmed using higher-resolution and higher signal-to-noise data acquired ex vivo in the same subjects. Mean diffusivity, diffusion tensor eigenvalues, and RD increased in the infarct and border regions compared to remote myocardium, while fractional anisotropy decreased. Secondary (e(2)) and tertiary (e(3)) eigenvalues increased more significantly than the primary eigenvalue in the infarct and border regions. These findings were confirmed by the diffusion simulations. Although ECV presented the largest increase in infarct and border regions, e(2), e(3), and RD increased the most among non-contrast-based biomarkers. RD is of special interest as it summarizes the changes occurring in the radial direction and may be more robust than e(2) or e(3) alone. 2022-04 2022-03-30 /pmc/articles/PMC9408809/ /pubmed/36032414 http://dx.doi.org/10.3390/app12073512 Text en https://creativecommons.org/licenses/by/4.0/This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Rahman, Tanjib
Moulin, Kévin
Perotti, Luigi E.
Cardiac Diffusion Tensor Biomarkers of Chronic Infarction Based on In Vivo Data
title Cardiac Diffusion Tensor Biomarkers of Chronic Infarction Based on In Vivo Data
title_full Cardiac Diffusion Tensor Biomarkers of Chronic Infarction Based on In Vivo Data
title_fullStr Cardiac Diffusion Tensor Biomarkers of Chronic Infarction Based on In Vivo Data
title_full_unstemmed Cardiac Diffusion Tensor Biomarkers of Chronic Infarction Based on In Vivo Data
title_short Cardiac Diffusion Tensor Biomarkers of Chronic Infarction Based on In Vivo Data
title_sort cardiac diffusion tensor biomarkers of chronic infarction based on in vivo data
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9408809/
https://www.ncbi.nlm.nih.gov/pubmed/36032414
http://dx.doi.org/10.3390/app12073512
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