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Four‐dimensional dose calculations for dynamic tumour tracking with a gimbal‐mounted linear accelerator

PURPOSE: In this study we present a novel method for re‐calculating a treatment plan on different respiratory phases by accurately modeling the panning and tilting beam motion during DTT (the “rotation method”). This method is used to re‐calculate the dose distribution of a plan on multiple breathin...

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Autores principales: Carpentier, Emilie E., McDermott, Ronan L., Dunne, Emma M., Camborde, Marie‐Laure A., Bergman, Alanah M., Karan, Tania, Liu, Mitchell C. C., Ma, Roy M. K., Mestrovic, Ante
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8200513/
https://www.ncbi.nlm.nih.gov/pubmed/34042251
http://dx.doi.org/10.1002/acm2.13265
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author Carpentier, Emilie E.
McDermott, Ronan L.
Dunne, Emma M.
Camborde, Marie‐Laure A.
Bergman, Alanah M.
Karan, Tania
Liu, Mitchell C. C.
Ma, Roy M. K.
Mestrovic, Ante
author_facet Carpentier, Emilie E.
McDermott, Ronan L.
Dunne, Emma M.
Camborde, Marie‐Laure A.
Bergman, Alanah M.
Karan, Tania
Liu, Mitchell C. C.
Ma, Roy M. K.
Mestrovic, Ante
author_sort Carpentier, Emilie E.
collection PubMed
description PURPOSE: In this study we present a novel method for re‐calculating a treatment plan on different respiratory phases by accurately modeling the panning and tilting beam motion during DTT (the “rotation method”). This method is used to re‐calculate the dose distribution of a plan on multiple breathing phases to accurately assess the dosimetry. METHODS: sIMRT plans were optimized on a breath hold computed tomography (CT) image taken at exhale (BH(exhale)) for 10 previous liver stereotactic ablative radiotherapy patients. Our method was used to re‐calculate the plan on the inhale (0%) and exhale (50%) phases of the four‐dimensional CT (4DCT) image set. The dose distributions were deformed to the BH(exhale) CT and summed together with proper weighting calculated from the patient’s breathing trace. Subsequently, the plan was re‐calculated on all ten phases using our method and the dose distributions were deformed to the BH(exhale) CT and accumulated together. The maximum dose for certain organs at risk (OARs) was compared between calculating on two phases and all ten phases. RESULTS: In total, 26 OARs were examined from 10 patients. When the dose was calculated on the inhale and exhale phases six OARs exceeded their dose limit, and when all 10 phases were used five OARs exceeded their limit. CONCLUSION: Dynamic tumor tracking plans optimized for a single respiratory phase leave an OAR vulnerable to exceeding its dose constraint during other respiratory phases. The rotation method accurately models the beam’s geometry. Using deformable image registration to accumulate dose from all 10 breathing phases provides the most accurate results, however it is a time consuming procedure. Accumulating the dose from two extreme breathing phases (exhale and inhale) and weighting them properly provides accurate results while requiring less time. This approach should be used to confirm the safety of a DTT treatment plan prior to delivery.
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spelling pubmed-82005132021-06-15 Four‐dimensional dose calculations for dynamic tumour tracking with a gimbal‐mounted linear accelerator Carpentier, Emilie E. McDermott, Ronan L. Dunne, Emma M. Camborde, Marie‐Laure A. Bergman, Alanah M. Karan, Tania Liu, Mitchell C. C. Ma, Roy M. K. Mestrovic, Ante J Appl Clin Med Phys Radiation Oncology Physics PURPOSE: In this study we present a novel method for re‐calculating a treatment plan on different respiratory phases by accurately modeling the panning and tilting beam motion during DTT (the “rotation method”). This method is used to re‐calculate the dose distribution of a plan on multiple breathing phases to accurately assess the dosimetry. METHODS: sIMRT plans were optimized on a breath hold computed tomography (CT) image taken at exhale (BH(exhale)) for 10 previous liver stereotactic ablative radiotherapy patients. Our method was used to re‐calculate the plan on the inhale (0%) and exhale (50%) phases of the four‐dimensional CT (4DCT) image set. The dose distributions were deformed to the BH(exhale) CT and summed together with proper weighting calculated from the patient’s breathing trace. Subsequently, the plan was re‐calculated on all ten phases using our method and the dose distributions were deformed to the BH(exhale) CT and accumulated together. The maximum dose for certain organs at risk (OARs) was compared between calculating on two phases and all ten phases. RESULTS: In total, 26 OARs were examined from 10 patients. When the dose was calculated on the inhale and exhale phases six OARs exceeded their dose limit, and when all 10 phases were used five OARs exceeded their limit. CONCLUSION: Dynamic tumor tracking plans optimized for a single respiratory phase leave an OAR vulnerable to exceeding its dose constraint during other respiratory phases. The rotation method accurately models the beam’s geometry. Using deformable image registration to accumulate dose from all 10 breathing phases provides the most accurate results, however it is a time consuming procedure. Accumulating the dose from two extreme breathing phases (exhale and inhale) and weighting them properly provides accurate results while requiring less time. This approach should be used to confirm the safety of a DTT treatment plan prior to delivery. John Wiley and Sons Inc. 2021-05-27 /pmc/articles/PMC8200513/ /pubmed/34042251 http://dx.doi.org/10.1002/acm2.13265 Text en © 2021 The Authors. Journal of Applied Clinical Medical Physics published by Wiley Periodicals LLC on behalf of American Association of Physicists in Medicine https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Radiation Oncology Physics
Carpentier, Emilie E.
McDermott, Ronan L.
Dunne, Emma M.
Camborde, Marie‐Laure A.
Bergman, Alanah M.
Karan, Tania
Liu, Mitchell C. C.
Ma, Roy M. K.
Mestrovic, Ante
Four‐dimensional dose calculations for dynamic tumour tracking with a gimbal‐mounted linear accelerator
title Four‐dimensional dose calculations for dynamic tumour tracking with a gimbal‐mounted linear accelerator
title_full Four‐dimensional dose calculations for dynamic tumour tracking with a gimbal‐mounted linear accelerator
title_fullStr Four‐dimensional dose calculations for dynamic tumour tracking with a gimbal‐mounted linear accelerator
title_full_unstemmed Four‐dimensional dose calculations for dynamic tumour tracking with a gimbal‐mounted linear accelerator
title_short Four‐dimensional dose calculations for dynamic tumour tracking with a gimbal‐mounted linear accelerator
title_sort four‐dimensional dose calculations for dynamic tumour tracking with a gimbal‐mounted linear accelerator
topic Radiation Oncology Physics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8200513/
https://www.ncbi.nlm.nih.gov/pubmed/34042251
http://dx.doi.org/10.1002/acm2.13265
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