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Evaluation of Deformable Image Registration (DIR) Methods for Dose Accumulation in Nasopharyngeal Cancer Patients during Radiotherapy

INTRODUCTION: Deformable image registration (DIR) is used to modify structures according to anatomical changes for observing the dosimetric effect. In this study, megavoltage computed tomography (MVCT) images were used to generate cumulative doses for nasopharyngeal cancer (NPC) patients by various...

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Autores principales: Nobnop, Wannapha, Chitapanarux, Imjai, Neamin, Hudsaleark, Wanwilairat, Somsak, Lorvidhaya, Vicharn, Sanghangthum, Taweap
Formato: Online Artículo Texto
Lenguaje:English
Publicado: De Gruyter Open 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5765321/
https://www.ncbi.nlm.nih.gov/pubmed/29333123
http://dx.doi.org/10.1515/raon-2017-0033
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author Nobnop, Wannapha
Chitapanarux, Imjai
Neamin, Hudsaleark
Wanwilairat, Somsak
Lorvidhaya, Vicharn
Sanghangthum, Taweap
author_facet Nobnop, Wannapha
Chitapanarux, Imjai
Neamin, Hudsaleark
Wanwilairat, Somsak
Lorvidhaya, Vicharn
Sanghangthum, Taweap
author_sort Nobnop, Wannapha
collection PubMed
description INTRODUCTION: Deformable image registration (DIR) is used to modify structures according to anatomical changes for observing the dosimetric effect. In this study, megavoltage computed tomography (MVCT) images were used to generate cumulative doses for nasopharyngeal cancer (NPC) patients by various DIR methods. The performance of the multiple DIR methods was analysed, and the impact of dose accumulation was assessed. PATIENTS AND METHODS: The study consisted of five NPC patients treated with a helical tomotherapy unit. The weekly MVCT images at the 1(st), 6(th), 11(th), 16(th), 21(st), 26(th), and 31(st) fractions were used to assess the dose accumulation by the four DIR methods. The cumulative dose deviations from the initial treatment plan were analysed, and correlations of these variations with the anatomic changes and DIR methods were explored. RESULTS: The target dose received a slightly different result from the initial plan at the end of the treatment. The organ dose differences increased as the treatment progressed to 6.8% (range: 2.2 to 10.9%), 15.2% (range: -1.7 to 36.3%), and 6.4% (range: -1.6 to 13.2%) for the right parotid, the left parotid, and the spinal cord, respectively. The mean uncertainty values to estimate the accumulated doses for all the DIR methods were 0.21 ± 0.11 Gy (target dose), 1.99 ± 0.76 Gy (right parotid), 1.19 ± 0.24 Gy (left parotid), and 0.41 ± 0.04 Gy (spinal cord). CONCLUSIONS: Accuracy of the DIR methods affects the estimation of dose accumulation on both the target dose and the organ dose. The DIR methods provide an adequate dose estimation technique for observation as a result of inter-fractional anatomic changes and are beneficial for adaptive treatment strategies.
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spelling pubmed-57653212018-01-12 Evaluation of Deformable Image Registration (DIR) Methods for Dose Accumulation in Nasopharyngeal Cancer Patients during Radiotherapy Nobnop, Wannapha Chitapanarux, Imjai Neamin, Hudsaleark Wanwilairat, Somsak Lorvidhaya, Vicharn Sanghangthum, Taweap Radiol Oncol Research Article INTRODUCTION: Deformable image registration (DIR) is used to modify structures according to anatomical changes for observing the dosimetric effect. In this study, megavoltage computed tomography (MVCT) images were used to generate cumulative doses for nasopharyngeal cancer (NPC) patients by various DIR methods. The performance of the multiple DIR methods was analysed, and the impact of dose accumulation was assessed. PATIENTS AND METHODS: The study consisted of five NPC patients treated with a helical tomotherapy unit. The weekly MVCT images at the 1(st), 6(th), 11(th), 16(th), 21(st), 26(th), and 31(st) fractions were used to assess the dose accumulation by the four DIR methods. The cumulative dose deviations from the initial treatment plan were analysed, and correlations of these variations with the anatomic changes and DIR methods were explored. RESULTS: The target dose received a slightly different result from the initial plan at the end of the treatment. The organ dose differences increased as the treatment progressed to 6.8% (range: 2.2 to 10.9%), 15.2% (range: -1.7 to 36.3%), and 6.4% (range: -1.6 to 13.2%) for the right parotid, the left parotid, and the spinal cord, respectively. The mean uncertainty values to estimate the accumulated doses for all the DIR methods were 0.21 ± 0.11 Gy (target dose), 1.99 ± 0.76 Gy (right parotid), 1.19 ± 0.24 Gy (left parotid), and 0.41 ± 0.04 Gy (spinal cord). CONCLUSIONS: Accuracy of the DIR methods affects the estimation of dose accumulation on both the target dose and the organ dose. The DIR methods provide an adequate dose estimation technique for observation as a result of inter-fractional anatomic changes and are beneficial for adaptive treatment strategies. De Gruyter Open 2017-09-15 /pmc/articles/PMC5765321/ /pubmed/29333123 http://dx.doi.org/10.1515/raon-2017-0033 Text en © 2017 Wannapha Nobnop, Imjai Chitapanarux, Hudsaleark Neamin, Somsak Wanwilairat, Vicharn Lorvidhaya, Taweap Sanghangthum
spellingShingle Research Article
Nobnop, Wannapha
Chitapanarux, Imjai
Neamin, Hudsaleark
Wanwilairat, Somsak
Lorvidhaya, Vicharn
Sanghangthum, Taweap
Evaluation of Deformable Image Registration (DIR) Methods for Dose Accumulation in Nasopharyngeal Cancer Patients during Radiotherapy
title Evaluation of Deformable Image Registration (DIR) Methods for Dose Accumulation in Nasopharyngeal Cancer Patients during Radiotherapy
title_full Evaluation of Deformable Image Registration (DIR) Methods for Dose Accumulation in Nasopharyngeal Cancer Patients during Radiotherapy
title_fullStr Evaluation of Deformable Image Registration (DIR) Methods for Dose Accumulation in Nasopharyngeal Cancer Patients during Radiotherapy
title_full_unstemmed Evaluation of Deformable Image Registration (DIR) Methods for Dose Accumulation in Nasopharyngeal Cancer Patients during Radiotherapy
title_short Evaluation of Deformable Image Registration (DIR) Methods for Dose Accumulation in Nasopharyngeal Cancer Patients during Radiotherapy
title_sort evaluation of deformable image registration (dir) methods for dose accumulation in nasopharyngeal cancer patients during radiotherapy
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5765321/
https://www.ncbi.nlm.nih.gov/pubmed/29333123
http://dx.doi.org/10.1515/raon-2017-0033
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