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Feasibility of free-breathing quantitative myocardial perfusion using multi-echo Dixon magnetic resonance imaging
Dynamic contrast-enhanced quantitative first-pass perfusion using magnetic resonance imaging enables non-invasive objective assessment of myocardial ischemia without ionizing radiation. However, quantification of perfusion is challenging due to the non-linearity between the magnetic resonance signal...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7392760/ https://www.ncbi.nlm.nih.gov/pubmed/32728198 http://dx.doi.org/10.1038/s41598-020-69747-9 |
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author | Scannell, Cian M. Correia, Teresa Villa, Adriana D. M. Schneider, Torben Lee, Jack Breeuwer, Marcel Chiribiri, Amedeo Henningsson, Markus |
author_facet | Scannell, Cian M. Correia, Teresa Villa, Adriana D. M. Schneider, Torben Lee, Jack Breeuwer, Marcel Chiribiri, Amedeo Henningsson, Markus |
author_sort | Scannell, Cian M. |
collection | PubMed |
description | Dynamic contrast-enhanced quantitative first-pass perfusion using magnetic resonance imaging enables non-invasive objective assessment of myocardial ischemia without ionizing radiation. However, quantification of perfusion is challenging due to the non-linearity between the magnetic resonance signal intensity and contrast agent concentration. Furthermore, respiratory motion during data acquisition precludes quantification of perfusion. While motion correction techniques have been proposed, they have been hampered by the challenge of accounting for dramatic contrast changes during the bolus and long execution times. In this work we investigate the use of a novel free-breathing multi-echo Dixon technique for quantitative myocardial perfusion. The Dixon fat images, unaffected by the dynamic contrast-enhancement, are used to efficiently estimate rigid-body respiratory motion and the computed transformations are applied to the corresponding diagnostic water images. This is followed by a second non-linear correction step using the Dixon water images to remove residual motion. The proposed Dixon motion correction technique was compared to the state-of-the-art technique (spatiotemporal based registration). We demonstrate that the proposed method performs comparably to the state-of-the-art but is significantly faster to execute. Furthermore, the proposed technique can be used to correct for the decay of signal due to T2* effects to improve quantification and additionally, yields fat-free diagnostic images. |
format | Online Article Text |
id | pubmed-7392760 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-73927602020-07-31 Feasibility of free-breathing quantitative myocardial perfusion using multi-echo Dixon magnetic resonance imaging Scannell, Cian M. Correia, Teresa Villa, Adriana D. M. Schneider, Torben Lee, Jack Breeuwer, Marcel Chiribiri, Amedeo Henningsson, Markus Sci Rep Article Dynamic contrast-enhanced quantitative first-pass perfusion using magnetic resonance imaging enables non-invasive objective assessment of myocardial ischemia without ionizing radiation. However, quantification of perfusion is challenging due to the non-linearity between the magnetic resonance signal intensity and contrast agent concentration. Furthermore, respiratory motion during data acquisition precludes quantification of perfusion. While motion correction techniques have been proposed, they have been hampered by the challenge of accounting for dramatic contrast changes during the bolus and long execution times. In this work we investigate the use of a novel free-breathing multi-echo Dixon technique for quantitative myocardial perfusion. The Dixon fat images, unaffected by the dynamic contrast-enhancement, are used to efficiently estimate rigid-body respiratory motion and the computed transformations are applied to the corresponding diagnostic water images. This is followed by a second non-linear correction step using the Dixon water images to remove residual motion. The proposed Dixon motion correction technique was compared to the state-of-the-art technique (spatiotemporal based registration). We demonstrate that the proposed method performs comparably to the state-of-the-art but is significantly faster to execute. Furthermore, the proposed technique can be used to correct for the decay of signal due to T2* effects to improve quantification and additionally, yields fat-free diagnostic images. Nature Publishing Group UK 2020-07-29 /pmc/articles/PMC7392760/ /pubmed/32728198 http://dx.doi.org/10.1038/s41598-020-69747-9 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Scannell, Cian M. Correia, Teresa Villa, Adriana D. M. Schneider, Torben Lee, Jack Breeuwer, Marcel Chiribiri, Amedeo Henningsson, Markus Feasibility of free-breathing quantitative myocardial perfusion using multi-echo Dixon magnetic resonance imaging |
title | Feasibility of free-breathing quantitative myocardial perfusion using multi-echo Dixon magnetic resonance imaging |
title_full | Feasibility of free-breathing quantitative myocardial perfusion using multi-echo Dixon magnetic resonance imaging |
title_fullStr | Feasibility of free-breathing quantitative myocardial perfusion using multi-echo Dixon magnetic resonance imaging |
title_full_unstemmed | Feasibility of free-breathing quantitative myocardial perfusion using multi-echo Dixon magnetic resonance imaging |
title_short | Feasibility of free-breathing quantitative myocardial perfusion using multi-echo Dixon magnetic resonance imaging |
title_sort | feasibility of free-breathing quantitative myocardial perfusion using multi-echo dixon magnetic resonance imaging |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7392760/ https://www.ncbi.nlm.nih.gov/pubmed/32728198 http://dx.doi.org/10.1038/s41598-020-69747-9 |
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