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Time‐resolved MRI for off‐line treatment robustness evaluation in carbon‐ion radiotherapy of pancreatic cancer

PURPOSE: In this study, we investigate the use of magnetic resonance imaging (MRI) for the clinical evaluation of gating treatment robustness in carbon‐ion radiotherapy (CIRT) of pancreatic cancer. Indeed, MRI allows radiation‐free repeated scans and fast dynamic sequences for time‐resolved (TR) ima...

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Autores principales: Meschini, Giorgia, Vai, Alessandro, Barcellini, Amelia, Fontana, Giulia, Molinelli, Silvia, Mastella, Edoardo, Pella, Andrea, Vitolo, Viviana, Imparato, Sara, Orlandi, Ester, Ciocca, Mario, Baroni, Guido, Paganelli, Chiara
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9306947/
https://www.ncbi.nlm.nih.gov/pubmed/35124811
http://dx.doi.org/10.1002/mp.15510
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author Meschini, Giorgia
Vai, Alessandro
Barcellini, Amelia
Fontana, Giulia
Molinelli, Silvia
Mastella, Edoardo
Pella, Andrea
Vitolo, Viviana
Imparato, Sara
Orlandi, Ester
Ciocca, Mario
Baroni, Guido
Paganelli, Chiara
author_facet Meschini, Giorgia
Vai, Alessandro
Barcellini, Amelia
Fontana, Giulia
Molinelli, Silvia
Mastella, Edoardo
Pella, Andrea
Vitolo, Viviana
Imparato, Sara
Orlandi, Ester
Ciocca, Mario
Baroni, Guido
Paganelli, Chiara
author_sort Meschini, Giorgia
collection PubMed
description PURPOSE: In this study, we investigate the use of magnetic resonance imaging (MRI) for the clinical evaluation of gating treatment robustness in carbon‐ion radiotherapy (CIRT) of pancreatic cancer. Indeed, MRI allows radiation‐free repeated scans and fast dynamic sequences for time‐resolved (TR) imaging (cine‐MRI), providing information on inter‐ and intra‐fraction cycle‐to‐cycle variations of respiratory motion. MRI can therefore support treatment planning and verification, overcoming the limitations of the current clinical standard, that is, four‐dimensional computed tomography (4DCT), which describes an “average” breathing cycle neglecting breathing motion variability. METHODS: We integrated a technique to generate a virtual CT (vCT) from 3D MRI with a method for 3D reconstruction from 2D cine‐MRI, to produce TR vCTs for dose recalculations. For eight patients, the method allowed evaluating inter‐fraction variations at end‐exhale and intra‐fraction cycle‐to‐cycle variability within the gating window in terms of tumor displacement and dose to the target and organs at risk. RESULTS: The median inter‐fraction tumor motion was in the range 3.33–12.16 mm, but the target coverage was robust (‐0.4% median D (95%) variation). Concerning cycle‐to‐cycle variations, the gating technique was effective in limiting tumor displacement (1.35 mm median gating motion) and corresponding dose variations (‐3.9% median D (95%) variation). The larger exposure of organs at risk (duodenum and stomach) was caused by inter‐fraction motion, whereas intra‐fraction cycle‐to‐cycle dose variations were limited. CONCLUSIONS: This study proposed a method for the generation of TR vCTs from MRI, which enabled an off‐line evaluation of gating treatment robustness and suggested its feasibility to support treatment planning of pancreatic tumors in CIRT.
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spelling pubmed-93069472022-07-28 Time‐resolved MRI for off‐line treatment robustness evaluation in carbon‐ion radiotherapy of pancreatic cancer Meschini, Giorgia Vai, Alessandro Barcellini, Amelia Fontana, Giulia Molinelli, Silvia Mastella, Edoardo Pella, Andrea Vitolo, Viviana Imparato, Sara Orlandi, Ester Ciocca, Mario Baroni, Guido Paganelli, Chiara Med Phys QUANTITATIVE IMAGING AND IMAGE PROCESSING PURPOSE: In this study, we investigate the use of magnetic resonance imaging (MRI) for the clinical evaluation of gating treatment robustness in carbon‐ion radiotherapy (CIRT) of pancreatic cancer. Indeed, MRI allows radiation‐free repeated scans and fast dynamic sequences for time‐resolved (TR) imaging (cine‐MRI), providing information on inter‐ and intra‐fraction cycle‐to‐cycle variations of respiratory motion. MRI can therefore support treatment planning and verification, overcoming the limitations of the current clinical standard, that is, four‐dimensional computed tomography (4DCT), which describes an “average” breathing cycle neglecting breathing motion variability. METHODS: We integrated a technique to generate a virtual CT (vCT) from 3D MRI with a method for 3D reconstruction from 2D cine‐MRI, to produce TR vCTs for dose recalculations. For eight patients, the method allowed evaluating inter‐fraction variations at end‐exhale and intra‐fraction cycle‐to‐cycle variability within the gating window in terms of tumor displacement and dose to the target and organs at risk. RESULTS: The median inter‐fraction tumor motion was in the range 3.33–12.16 mm, but the target coverage was robust (‐0.4% median D (95%) variation). Concerning cycle‐to‐cycle variations, the gating technique was effective in limiting tumor displacement (1.35 mm median gating motion) and corresponding dose variations (‐3.9% median D (95%) variation). The larger exposure of organs at risk (duodenum and stomach) was caused by inter‐fraction motion, whereas intra‐fraction cycle‐to‐cycle dose variations were limited. CONCLUSIONS: This study proposed a method for the generation of TR vCTs from MRI, which enabled an off‐line evaluation of gating treatment robustness and suggested its feasibility to support treatment planning of pancreatic tumors in CIRT. John Wiley and Sons Inc. 2022-02-17 2022-04 /pmc/articles/PMC9306947/ /pubmed/35124811 http://dx.doi.org/10.1002/mp.15510 Text en © 2022 The Authors. Medical Physics published by Wiley Periodicals LLC on behalf of American Association of Physicists in Medicine https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle QUANTITATIVE IMAGING AND IMAGE PROCESSING
Meschini, Giorgia
Vai, Alessandro
Barcellini, Amelia
Fontana, Giulia
Molinelli, Silvia
Mastella, Edoardo
Pella, Andrea
Vitolo, Viviana
Imparato, Sara
Orlandi, Ester
Ciocca, Mario
Baroni, Guido
Paganelli, Chiara
Time‐resolved MRI for off‐line treatment robustness evaluation in carbon‐ion radiotherapy of pancreatic cancer
title Time‐resolved MRI for off‐line treatment robustness evaluation in carbon‐ion radiotherapy of pancreatic cancer
title_full Time‐resolved MRI for off‐line treatment robustness evaluation in carbon‐ion radiotherapy of pancreatic cancer
title_fullStr Time‐resolved MRI for off‐line treatment robustness evaluation in carbon‐ion radiotherapy of pancreatic cancer
title_full_unstemmed Time‐resolved MRI for off‐line treatment robustness evaluation in carbon‐ion radiotherapy of pancreatic cancer
title_short Time‐resolved MRI for off‐line treatment robustness evaluation in carbon‐ion radiotherapy of pancreatic cancer
title_sort time‐resolved mri for off‐line treatment robustness evaluation in carbon‐ion radiotherapy of pancreatic cancer
topic QUANTITATIVE IMAGING AND IMAGE PROCESSING
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9306947/
https://www.ncbi.nlm.nih.gov/pubmed/35124811
http://dx.doi.org/10.1002/mp.15510
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