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Differentiation and quantification of fibrosis, fat and fatty fibrosis in human left atrial myocardium using ex vivo MRI
BACKGROUND: Atrial fibrillation is associated with an atrial cardiomyopathy composed mainly of fibrosis and adipose tissue accumulation. We hypothesized that MRI, when used in an optimal ex vivo setting allowing high spatial resolution without motion artifacts, can help characterizing the complex 3D...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6175289/ https://www.ncbi.nlm.nih.gov/pubmed/30296279 http://dx.doi.org/10.1371/journal.pone.0205104 |
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author | Bouazizi, Khaoula Rahhal, Amer Kusmia, Slawomir Evin, Morgane Defrance, Carine Cluzel, Philippe Berthet, Myriam Atassi, Fabrice Leprince, Pascal Lebreton, Guillaume Kachenoura, Nadjia Hatem, Stéphane N. Redheuil, Alban |
author_facet | Bouazizi, Khaoula Rahhal, Amer Kusmia, Slawomir Evin, Morgane Defrance, Carine Cluzel, Philippe Berthet, Myriam Atassi, Fabrice Leprince, Pascal Lebreton, Guillaume Kachenoura, Nadjia Hatem, Stéphane N. Redheuil, Alban |
author_sort | Bouazizi, Khaoula |
collection | PubMed |
description | BACKGROUND: Atrial fibrillation is associated with an atrial cardiomyopathy composed mainly of fibrosis and adipose tissue accumulation. We hypothesized that MRI, when used in an optimal ex vivo setting allowing high spatial resolution without motion artifacts, can help characterizing the complex 3D left atrial (LA) wall composition in human myocardial samples, as compared to histology. METHODS: This prospective case-control study was approved by the institutional review board. 3D MRI acquisitions including saturation-recovery T1 mapping and DIXON imaging was performed at 4.0 T on 9 human LA samples collected from patients who underwent cardiac surgery. Histological quantification of fibrosis and fat was obtained. MRI T1 maps were clustered based on a Gaussian Mixture Model allowing quantification of total, interstitial and fatty fibrosis components. Fat maps were computed from DIXON images and fat fractions were calculated. MRI measurements were performed on the same location as the histological analysis (plane) and on the entire sample volume (3D). RESULTS: High correlations and levels of agreement were observed between MRI and histology for total (r = 0.93), interstitial (r = 0.93) and fatty fibrosis (r = 0.98) and fat (r = 0.96). Native T1 correlated with the amount of fibrosis from MRI and histology. The 3D MRI total, interstitial and fatty fibrosis ranges were between 6% and 23%, 4% and 17.3%; and 1.4% and 19.7% respectively. CONCLUSION: High Field ex vivo MRI was able to quantify different LA myocardial components with high agreement in 2D with histology and moreover to provide 3D quantification of such components whereas in vivo application remains a challenge. |
format | Online Article Text |
id | pubmed-6175289 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-61752892018-10-19 Differentiation and quantification of fibrosis, fat and fatty fibrosis in human left atrial myocardium using ex vivo MRI Bouazizi, Khaoula Rahhal, Amer Kusmia, Slawomir Evin, Morgane Defrance, Carine Cluzel, Philippe Berthet, Myriam Atassi, Fabrice Leprince, Pascal Lebreton, Guillaume Kachenoura, Nadjia Hatem, Stéphane N. Redheuil, Alban PLoS One Research Article BACKGROUND: Atrial fibrillation is associated with an atrial cardiomyopathy composed mainly of fibrosis and adipose tissue accumulation. We hypothesized that MRI, when used in an optimal ex vivo setting allowing high spatial resolution without motion artifacts, can help characterizing the complex 3D left atrial (LA) wall composition in human myocardial samples, as compared to histology. METHODS: This prospective case-control study was approved by the institutional review board. 3D MRI acquisitions including saturation-recovery T1 mapping and DIXON imaging was performed at 4.0 T on 9 human LA samples collected from patients who underwent cardiac surgery. Histological quantification of fibrosis and fat was obtained. MRI T1 maps were clustered based on a Gaussian Mixture Model allowing quantification of total, interstitial and fatty fibrosis components. Fat maps were computed from DIXON images and fat fractions were calculated. MRI measurements were performed on the same location as the histological analysis (plane) and on the entire sample volume (3D). RESULTS: High correlations and levels of agreement were observed between MRI and histology for total (r = 0.93), interstitial (r = 0.93) and fatty fibrosis (r = 0.98) and fat (r = 0.96). Native T1 correlated with the amount of fibrosis from MRI and histology. The 3D MRI total, interstitial and fatty fibrosis ranges were between 6% and 23%, 4% and 17.3%; and 1.4% and 19.7% respectively. CONCLUSION: High Field ex vivo MRI was able to quantify different LA myocardial components with high agreement in 2D with histology and moreover to provide 3D quantification of such components whereas in vivo application remains a challenge. Public Library of Science 2018-10-08 /pmc/articles/PMC6175289/ /pubmed/30296279 http://dx.doi.org/10.1371/journal.pone.0205104 Text en © 2018 Bouazizi et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Bouazizi, Khaoula Rahhal, Amer Kusmia, Slawomir Evin, Morgane Defrance, Carine Cluzel, Philippe Berthet, Myriam Atassi, Fabrice Leprince, Pascal Lebreton, Guillaume Kachenoura, Nadjia Hatem, Stéphane N. Redheuil, Alban Differentiation and quantification of fibrosis, fat and fatty fibrosis in human left atrial myocardium using ex vivo MRI |
title | Differentiation and quantification of fibrosis, fat and fatty fibrosis in human left atrial myocardium using ex vivo MRI |
title_full | Differentiation and quantification of fibrosis, fat and fatty fibrosis in human left atrial myocardium using ex vivo MRI |
title_fullStr | Differentiation and quantification of fibrosis, fat and fatty fibrosis in human left atrial myocardium using ex vivo MRI |
title_full_unstemmed | Differentiation and quantification of fibrosis, fat and fatty fibrosis in human left atrial myocardium using ex vivo MRI |
title_short | Differentiation and quantification of fibrosis, fat and fatty fibrosis in human left atrial myocardium using ex vivo MRI |
title_sort | differentiation and quantification of fibrosis, fat and fatty fibrosis in human left atrial myocardium using ex vivo mri |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6175289/ https://www.ncbi.nlm.nih.gov/pubmed/30296279 http://dx.doi.org/10.1371/journal.pone.0205104 |
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