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Tensor-valued diffusion magnetic resonance imaging in a radiotherapy setting

BACKGROUND AND PURPOSE: Diagnostic information about cell density variations and microscopic tissue anisotropy can be gained from tensor-valued diffusion magnetic resonance imaging (MRI). These properties of tissue microstructure have the potential to become novel imaging biomarkers for radiotherapy...

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Autores principales: Brynolfsson, Patrik, Lerner, Minna, Sundgren, Pia C., Jamtheim Gustafsson, Christian, Nilsson, Markus, Szczepankiewicz, Filip, Olsson, Lars E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9679029/
https://www.ncbi.nlm.nih.gov/pubmed/36424981
http://dx.doi.org/10.1016/j.phro.2022.11.005
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author Brynolfsson, Patrik
Lerner, Minna
Sundgren, Pia C.
Jamtheim Gustafsson, Christian
Nilsson, Markus
Szczepankiewicz, Filip
Olsson, Lars E.
author_facet Brynolfsson, Patrik
Lerner, Minna
Sundgren, Pia C.
Jamtheim Gustafsson, Christian
Nilsson, Markus
Szczepankiewicz, Filip
Olsson, Lars E.
author_sort Brynolfsson, Patrik
collection PubMed
description BACKGROUND AND PURPOSE: Diagnostic information about cell density variations and microscopic tissue anisotropy can be gained from tensor-valued diffusion magnetic resonance imaging (MRI). These properties of tissue microstructure have the potential to become novel imaging biomarkers for radiotherapy response. However, tensor-valued diffusion encoding is more demanding than conventional encoding, and its compatibility with MR scanners that are dedicated to radiotherapy has not been established. Thus, our aim was to investigate the feasibility of tensor-valued diffusion MRI with radiotherapy dedicated MR equipment. MATERIAL AND METHODS: A tensor-valued diffusion protocol was implemented, and five healthy volunteers were scanned with different resolutions using conventional head coil and radiotherapy coil setup with fixation masks. Signal-to-noise-ratio (SNR) was evaluated to assess the risk of signal bias due to rectified noise floor. We also evaluated the repeatability and reproducibility of the microstructure parameters. One patient with brain metastasis was scanned to investigate the image quality and the transferability of the setup to diseased tissue. RESULTS: A resolution of 3 × 3 × 3 mm(3) provided images with SNR > 3 for 93 % of the voxels using radiotherapy coil setup. The parameter maps and repeatability characteristics were comparable to those observed with a conventional head coil. The patient evaluation demonstrated successful parameter analysis also in tumor tissue, with SNR > 3 for 93 % of the voxels. CONCLUSION: We demonstrate that tensor-valued diffusion MRI is compatible with radiotherapy fixation masks and coil setup for investigations of microstructure parameters. The reported reproducibility may be used to plan future investigations of imaging biomarkers in brain cancer radiotherapy.
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spelling pubmed-96790292022-11-23 Tensor-valued diffusion magnetic resonance imaging in a radiotherapy setting Brynolfsson, Patrik Lerner, Minna Sundgren, Pia C. Jamtheim Gustafsson, Christian Nilsson, Markus Szczepankiewicz, Filip Olsson, Lars E. Phys Imaging Radiat Oncol Original Research Article BACKGROUND AND PURPOSE: Diagnostic information about cell density variations and microscopic tissue anisotropy can be gained from tensor-valued diffusion magnetic resonance imaging (MRI). These properties of tissue microstructure have the potential to become novel imaging biomarkers for radiotherapy response. However, tensor-valued diffusion encoding is more demanding than conventional encoding, and its compatibility with MR scanners that are dedicated to radiotherapy has not been established. Thus, our aim was to investigate the feasibility of tensor-valued diffusion MRI with radiotherapy dedicated MR equipment. MATERIAL AND METHODS: A tensor-valued diffusion protocol was implemented, and five healthy volunteers were scanned with different resolutions using conventional head coil and radiotherapy coil setup with fixation masks. Signal-to-noise-ratio (SNR) was evaluated to assess the risk of signal bias due to rectified noise floor. We also evaluated the repeatability and reproducibility of the microstructure parameters. One patient with brain metastasis was scanned to investigate the image quality and the transferability of the setup to diseased tissue. RESULTS: A resolution of 3 × 3 × 3 mm(3) provided images with SNR > 3 for 93 % of the voxels using radiotherapy coil setup. The parameter maps and repeatability characteristics were comparable to those observed with a conventional head coil. The patient evaluation demonstrated successful parameter analysis also in tumor tissue, with SNR > 3 for 93 % of the voxels. CONCLUSION: We demonstrate that tensor-valued diffusion MRI is compatible with radiotherapy fixation masks and coil setup for investigations of microstructure parameters. The reported reproducibility may be used to plan future investigations of imaging biomarkers in brain cancer radiotherapy. Elsevier 2022-11-10 /pmc/articles/PMC9679029/ /pubmed/36424981 http://dx.doi.org/10.1016/j.phro.2022.11.005 Text en © 2022 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Original Research Article
Brynolfsson, Patrik
Lerner, Minna
Sundgren, Pia C.
Jamtheim Gustafsson, Christian
Nilsson, Markus
Szczepankiewicz, Filip
Olsson, Lars E.
Tensor-valued diffusion magnetic resonance imaging in a radiotherapy setting
title Tensor-valued diffusion magnetic resonance imaging in a radiotherapy setting
title_full Tensor-valued diffusion magnetic resonance imaging in a radiotherapy setting
title_fullStr Tensor-valued diffusion magnetic resonance imaging in a radiotherapy setting
title_full_unstemmed Tensor-valued diffusion magnetic resonance imaging in a radiotherapy setting
title_short Tensor-valued diffusion magnetic resonance imaging in a radiotherapy setting
title_sort tensor-valued diffusion magnetic resonance imaging in a radiotherapy setting
topic Original Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9679029/
https://www.ncbi.nlm.nih.gov/pubmed/36424981
http://dx.doi.org/10.1016/j.phro.2022.11.005
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