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Delivered dose quantification in prostate radiotherapy using online 3D cine imaging and treatment log files on a combined 1.5T magnetic resonance imaging and linear accelerator system

BACKGROUND AND PURPOSE: Monitoring the intrafraction motion and its impact on the planned dose distribution is of crucial importance in radiotherapy. In this work we quantify the delivered dose for the first prostate patients treated on a combined 1.5T Magnetic Resonance Imaging (MRI) and linear acc...

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Autores principales: Kontaxis, Charis, de Muinck Keizer, Daan M., Kerkmeijer, Linda G.W., Willigenburg, Thomas, den Hartogh, Mariska D., van der Voort van Zyp, Jochem R.N., de Groot-van Breugel, Eline N., Hes, Jochem, Raaymakers, Bas W., Lagendijk, Jan J.W., de Boer, Hans C.J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7807644/
https://www.ncbi.nlm.nih.gov/pubmed/33458322
http://dx.doi.org/10.1016/j.phro.2020.06.005
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author Kontaxis, Charis
de Muinck Keizer, Daan M.
Kerkmeijer, Linda G.W.
Willigenburg, Thomas
den Hartogh, Mariska D.
van der Voort van Zyp, Jochem R.N.
de Groot-van Breugel, Eline N.
Hes, Jochem
Raaymakers, Bas W.
Lagendijk, Jan J.W.
de Boer, Hans C.J.
author_facet Kontaxis, Charis
de Muinck Keizer, Daan M.
Kerkmeijer, Linda G.W.
Willigenburg, Thomas
den Hartogh, Mariska D.
van der Voort van Zyp, Jochem R.N.
de Groot-van Breugel, Eline N.
Hes, Jochem
Raaymakers, Bas W.
Lagendijk, Jan J.W.
de Boer, Hans C.J.
author_sort Kontaxis, Charis
collection PubMed
description BACKGROUND AND PURPOSE: Monitoring the intrafraction motion and its impact on the planned dose distribution is of crucial importance in radiotherapy. In this work we quantify the delivered dose for the first prostate patients treated on a combined 1.5T Magnetic Resonance Imaging (MRI) and linear accelerator system in our clinic based on online 3D cine-MR and treatment log files. MATERIALS AND METHODS: A prostate intrafraction motion trace was obtained with a soft-tissue based rigid registration method with six degrees of freedom from 3D cine-MR dynamics with a temporal resolution of 8.5–16.9 s. For each fraction, all dynamics were also registered to the daily MR image used during the online treatment planning, enabling the mapping to this reference point. Moreover, each fraction’s treatment log file was used to extract the timestamped machine parameters during delivery and assign it to the appropriate dynamic volume. These partial plans to dynamic volume combinations were calculated and summed to yield the delivered fraction dose. The planned and delivered dose distributions were compared among all patients for a total of 100 fractions. RESULTS: The clinical target volume underwent on average a decrease of 2.2% ± 2.9% in terms of D99% coverage while bladder V62Gy was increased by 1.6% ± 2.3% and rectum V62Gy decreased by 0.2% ± 2.2%. CONCLUSIONS: The first MR-linac dose reconstruction results based on prostate tracking from intrafraction 3D cine-MR and treatment log files are presented. Such a pipeline is essential for online adaptation especially as we progress to MRI-guided extremely hypofractionated treatments.
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spelling pubmed-78076442021-01-14 Delivered dose quantification in prostate radiotherapy using online 3D cine imaging and treatment log files on a combined 1.5T magnetic resonance imaging and linear accelerator system Kontaxis, Charis de Muinck Keizer, Daan M. Kerkmeijer, Linda G.W. Willigenburg, Thomas den Hartogh, Mariska D. van der Voort van Zyp, Jochem R.N. de Groot-van Breugel, Eline N. Hes, Jochem Raaymakers, Bas W. Lagendijk, Jan J.W. de Boer, Hans C.J. Phys Imaging Radiat Oncol Original Research Article BACKGROUND AND PURPOSE: Monitoring the intrafraction motion and its impact on the planned dose distribution is of crucial importance in radiotherapy. In this work we quantify the delivered dose for the first prostate patients treated on a combined 1.5T Magnetic Resonance Imaging (MRI) and linear accelerator system in our clinic based on online 3D cine-MR and treatment log files. MATERIALS AND METHODS: A prostate intrafraction motion trace was obtained with a soft-tissue based rigid registration method with six degrees of freedom from 3D cine-MR dynamics with a temporal resolution of 8.5–16.9 s. For each fraction, all dynamics were also registered to the daily MR image used during the online treatment planning, enabling the mapping to this reference point. Moreover, each fraction’s treatment log file was used to extract the timestamped machine parameters during delivery and assign it to the appropriate dynamic volume. These partial plans to dynamic volume combinations were calculated and summed to yield the delivered fraction dose. The planned and delivered dose distributions were compared among all patients for a total of 100 fractions. RESULTS: The clinical target volume underwent on average a decrease of 2.2% ± 2.9% in terms of D99% coverage while bladder V62Gy was increased by 1.6% ± 2.3% and rectum V62Gy decreased by 0.2% ± 2.2%. CONCLUSIONS: The first MR-linac dose reconstruction results based on prostate tracking from intrafraction 3D cine-MR and treatment log files are presented. Such a pipeline is essential for online adaptation especially as we progress to MRI-guided extremely hypofractionated treatments. Elsevier 2020-07-13 /pmc/articles/PMC7807644/ /pubmed/33458322 http://dx.doi.org/10.1016/j.phro.2020.06.005 Text en © 2020 The Authors http://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
Kontaxis, Charis
de Muinck Keizer, Daan M.
Kerkmeijer, Linda G.W.
Willigenburg, Thomas
den Hartogh, Mariska D.
van der Voort van Zyp, Jochem R.N.
de Groot-van Breugel, Eline N.
Hes, Jochem
Raaymakers, Bas W.
Lagendijk, Jan J.W.
de Boer, Hans C.J.
Delivered dose quantification in prostate radiotherapy using online 3D cine imaging and treatment log files on a combined 1.5T magnetic resonance imaging and linear accelerator system
title Delivered dose quantification in prostate radiotherapy using online 3D cine imaging and treatment log files on a combined 1.5T magnetic resonance imaging and linear accelerator system
title_full Delivered dose quantification in prostate radiotherapy using online 3D cine imaging and treatment log files on a combined 1.5T magnetic resonance imaging and linear accelerator system
title_fullStr Delivered dose quantification in prostate radiotherapy using online 3D cine imaging and treatment log files on a combined 1.5T magnetic resonance imaging and linear accelerator system
title_full_unstemmed Delivered dose quantification in prostate radiotherapy using online 3D cine imaging and treatment log files on a combined 1.5T magnetic resonance imaging and linear accelerator system
title_short Delivered dose quantification in prostate radiotherapy using online 3D cine imaging and treatment log files on a combined 1.5T magnetic resonance imaging and linear accelerator system
title_sort delivered dose quantification in prostate radiotherapy using online 3d cine imaging and treatment log files on a combined 1.5t magnetic resonance imaging and linear accelerator system
topic Original Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7807644/
https://www.ncbi.nlm.nih.gov/pubmed/33458322
http://dx.doi.org/10.1016/j.phro.2020.06.005
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