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Worst case optimization for interfractional motion mitigation in carbon ion therapy of pancreatic cancer

INTRODUCTION: The efficacy of radiation therapy treatments for pancreatic cancer is compromised by abdominal motion which limits the spatial accuracy for dose delivery - especially for particles. In this work we investigate the potential of worst case optimization for interfractional offline motion...

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Autores principales: Steitz, Julian, Naumann, Patrick, Ulrich, Silke, Haefner, Matthias F., Sterzing, Florian, Oelfke, Uwe, Bangert, Mark
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5055683/
https://www.ncbi.nlm.nih.gov/pubmed/27717378
http://dx.doi.org/10.1186/s13014-016-0705-8
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author Steitz, Julian
Naumann, Patrick
Ulrich, Silke
Haefner, Matthias F.
Sterzing, Florian
Oelfke, Uwe
Bangert, Mark
author_facet Steitz, Julian
Naumann, Patrick
Ulrich, Silke
Haefner, Matthias F.
Sterzing, Florian
Oelfke, Uwe
Bangert, Mark
author_sort Steitz, Julian
collection PubMed
description INTRODUCTION: The efficacy of radiation therapy treatments for pancreatic cancer is compromised by abdominal motion which limits the spatial accuracy for dose delivery - especially for particles. In this work we investigate the potential of worst case optimization for interfractional offline motion mitigation in carbon ion treatments of pancreatic cancer. METHODS: We implement a worst case optimization algorithm that explicitly models the relative biological effectiveness of carbon ions during inverse planning. We perform a comparative treatment planning study for seven pancreatic cancer patients. Treatment plans that have been generated using worst case optimization are compared against (1) conventional intensity-modulated carbon ion therapy, (2) single field uniform dose carbon ion therapy, and (3) an ideal yet impractical scenario relying on daily re-planning. The dosimetric quality and robustness of the resulting treatment plans is evaluated using reconstructions of the daily delivered dose distributions on fractional control CTs. RESULTS: Idealized daily re-planning consistently gives the best dosimetric results with regard to both target coverage and organ at risk sparing. The absolute reduction of D (95) within the gross tumor volume during fractional dose reconstruction is most pronounced for conventional intensity-modulated carbon ion therapy. Single field uniform dose optimization exhibits no substantial reduction for six of seven patients and values for D (95) for worst case optimization fall in between. The treated volume (D>95 % prescription dose) outside of the gross tumor volume is reduced by a factor of two by worst case optimization compared to conventional optimization and single field uniform dose optimization. Single field uniform dose optimization comes at an increased radiation exposure of normal tissues, e.g. ≈2 Gy (RBE) in the mean dose in the kidneys compared to conventional and worst case optimization and ≈4 Gy (RBE) in D (1) in the spinal cord compared to worst case optimization. CONCLUSION: Interfractional motion substantially deteriorates dose distributions for carbon ion treatments of pancreatic cancer patients. Single field uniform dose optimization mitigates the negative influence of motion on target coverage at an increased radiation exposure of normal tissue. Worst case optimization enables an exploration of the trade-off between robust target coverage and organ at risk sparing during inverse treatment planning beyond margin concepts.
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spelling pubmed-50556832016-10-19 Worst case optimization for interfractional motion mitigation in carbon ion therapy of pancreatic cancer Steitz, Julian Naumann, Patrick Ulrich, Silke Haefner, Matthias F. Sterzing, Florian Oelfke, Uwe Bangert, Mark Radiat Oncol Research INTRODUCTION: The efficacy of radiation therapy treatments for pancreatic cancer is compromised by abdominal motion which limits the spatial accuracy for dose delivery - especially for particles. In this work we investigate the potential of worst case optimization for interfractional offline motion mitigation in carbon ion treatments of pancreatic cancer. METHODS: We implement a worst case optimization algorithm that explicitly models the relative biological effectiveness of carbon ions during inverse planning. We perform a comparative treatment planning study for seven pancreatic cancer patients. Treatment plans that have been generated using worst case optimization are compared against (1) conventional intensity-modulated carbon ion therapy, (2) single field uniform dose carbon ion therapy, and (3) an ideal yet impractical scenario relying on daily re-planning. The dosimetric quality and robustness of the resulting treatment plans is evaluated using reconstructions of the daily delivered dose distributions on fractional control CTs. RESULTS: Idealized daily re-planning consistently gives the best dosimetric results with regard to both target coverage and organ at risk sparing. The absolute reduction of D (95) within the gross tumor volume during fractional dose reconstruction is most pronounced for conventional intensity-modulated carbon ion therapy. Single field uniform dose optimization exhibits no substantial reduction for six of seven patients and values for D (95) for worst case optimization fall in between. The treated volume (D>95 % prescription dose) outside of the gross tumor volume is reduced by a factor of two by worst case optimization compared to conventional optimization and single field uniform dose optimization. Single field uniform dose optimization comes at an increased radiation exposure of normal tissues, e.g. ≈2 Gy (RBE) in the mean dose in the kidneys compared to conventional and worst case optimization and ≈4 Gy (RBE) in D (1) in the spinal cord compared to worst case optimization. CONCLUSION: Interfractional motion substantially deteriorates dose distributions for carbon ion treatments of pancreatic cancer patients. Single field uniform dose optimization mitigates the negative influence of motion on target coverage at an increased radiation exposure of normal tissue. Worst case optimization enables an exploration of the trade-off between robust target coverage and organ at risk sparing during inverse treatment planning beyond margin concepts. BioMed Central 2016-10-07 /pmc/articles/PMC5055683/ /pubmed/27717378 http://dx.doi.org/10.1186/s13014-016-0705-8 Text en © The Author(s) 2016 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 Creative Commons Public Domain Dedication waiver(http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Steitz, Julian
Naumann, Patrick
Ulrich, Silke
Haefner, Matthias F.
Sterzing, Florian
Oelfke, Uwe
Bangert, Mark
Worst case optimization for interfractional motion mitigation in carbon ion therapy of pancreatic cancer
title Worst case optimization for interfractional motion mitigation in carbon ion therapy of pancreatic cancer
title_full Worst case optimization for interfractional motion mitigation in carbon ion therapy of pancreatic cancer
title_fullStr Worst case optimization for interfractional motion mitigation in carbon ion therapy of pancreatic cancer
title_full_unstemmed Worst case optimization for interfractional motion mitigation in carbon ion therapy of pancreatic cancer
title_short Worst case optimization for interfractional motion mitigation in carbon ion therapy of pancreatic cancer
title_sort worst case optimization for interfractional motion mitigation in carbon ion therapy of pancreatic cancer
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5055683/
https://www.ncbi.nlm.nih.gov/pubmed/27717378
http://dx.doi.org/10.1186/s13014-016-0705-8
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