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Accuracy of real-time respiratory motion tracking and time delay of gating radiotherapy based on optical surface imaging technique

BACKGROUND: Surface-guided radiation therapy (SGRT) employs a non-invasive real-time optical surface imaging (OSI) technique for patient surface motion monitoring during radiotherapy. The main purpose of this study is to verify the real-time tracking accuracy of SGRT for respiratory motion and provi...

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Autores principales: Chen, Li, Bai, Sen, Li, Guangjun, Li, Zhibin, Xiao, Qing, Bai, Long, Li, Changhu, Xian, Lixun, Hu, Zhenyao, Dai, Guyu, Wang, Guangyu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7350729/
https://www.ncbi.nlm.nih.gov/pubmed/32650819
http://dx.doi.org/10.1186/s13014-020-01611-6
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author Chen, Li
Bai, Sen
Li, Guangjun
Li, Zhibin
Xiao, Qing
Bai, Long
Li, Changhu
Xian, Lixun
Hu, Zhenyao
Dai, Guyu
Wang, Guangyu
author_facet Chen, Li
Bai, Sen
Li, Guangjun
Li, Zhibin
Xiao, Qing
Bai, Long
Li, Changhu
Xian, Lixun
Hu, Zhenyao
Dai, Guyu
Wang, Guangyu
author_sort Chen, Li
collection PubMed
description BACKGROUND: Surface-guided radiation therapy (SGRT) employs a non-invasive real-time optical surface imaging (OSI) technique for patient surface motion monitoring during radiotherapy. The main purpose of this study is to verify the real-time tracking accuracy of SGRT for respiratory motion and provide a fitting method to detect the time delay of gating. METHODS: A respiratory motion phantom was utilized to simulate respiratory motion using 17 cosine breathing pattern curves with various periods and amplitudes. The motion tracking of the phantom was performed by the Catalyst™ system. The tracking accuracy of the system (with period and amplitude variations) was evaluated by analyzing the adjusted coefficient of determination (A_R(2)) and root mean square error (RMSE). Furthermore, 13 actual respiratory curves, which were categorized into regular and irregular patterns, were selected and then simulated by the phantom. The Fourier transform was applied to the respiratory curves, and tracking accuracy was compared through the quantitative analyses of curve similarity using the Pearson correlation coefficient (PCC). In addition, the time delay of amplitude-based respiratory-gating radiotherapy based on the OSI system with various beam hold times was tested using film dosimetry for the Elekta Versa-HD and Varian Edge linacs. A dose convolution-fitting method was provided to accurately measure the beam-on and beam-off time delays. RESULTS: A_R(2) and RMSE for the cosine curves were 0.9990–0.9996 and 0.110–0.241 mm for periods ranging from 1 s to 10 s and 0.9990–0.9994 and 0.059–0.175 mm for amplitudes ranging from 3 mm to 15 mm. The PCC for the actual respiratory curves ranged from 0.9955 to 0.9994, which was not significantly affected by breathing patterns. For gating radiotherapy, the average beam-on and beam-off time delays were 1664 ± 72 and 25 ± 30 ms for Versa-HD and 303 ± 45 and 34 ± 25 ms for Edge, respectively. The time delay was relatively stable as the beam hold time increased. CONCLUSIONS: The OSI technique provides high accuracy for respiratory motion tracking. The proposed dose convolution-fitting method can accurately measure the time delay of respiratory-gating radiotherapy. When the OSI technique is used for respiratory-gating radiotherapy, the time delay for the beam-on is considerably longer than the beam-off.
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spelling pubmed-73507292020-07-14 Accuracy of real-time respiratory motion tracking and time delay of gating radiotherapy based on optical surface imaging technique Chen, Li Bai, Sen Li, Guangjun Li, Zhibin Xiao, Qing Bai, Long Li, Changhu Xian, Lixun Hu, Zhenyao Dai, Guyu Wang, Guangyu Radiat Oncol Research BACKGROUND: Surface-guided radiation therapy (SGRT) employs a non-invasive real-time optical surface imaging (OSI) technique for patient surface motion monitoring during radiotherapy. The main purpose of this study is to verify the real-time tracking accuracy of SGRT for respiratory motion and provide a fitting method to detect the time delay of gating. METHODS: A respiratory motion phantom was utilized to simulate respiratory motion using 17 cosine breathing pattern curves with various periods and amplitudes. The motion tracking of the phantom was performed by the Catalyst™ system. The tracking accuracy of the system (with period and amplitude variations) was evaluated by analyzing the adjusted coefficient of determination (A_R(2)) and root mean square error (RMSE). Furthermore, 13 actual respiratory curves, which were categorized into regular and irregular patterns, were selected and then simulated by the phantom. The Fourier transform was applied to the respiratory curves, and tracking accuracy was compared through the quantitative analyses of curve similarity using the Pearson correlation coefficient (PCC). In addition, the time delay of amplitude-based respiratory-gating radiotherapy based on the OSI system with various beam hold times was tested using film dosimetry for the Elekta Versa-HD and Varian Edge linacs. A dose convolution-fitting method was provided to accurately measure the beam-on and beam-off time delays. RESULTS: A_R(2) and RMSE for the cosine curves were 0.9990–0.9996 and 0.110–0.241 mm for periods ranging from 1 s to 10 s and 0.9990–0.9994 and 0.059–0.175 mm for amplitudes ranging from 3 mm to 15 mm. The PCC for the actual respiratory curves ranged from 0.9955 to 0.9994, which was not significantly affected by breathing patterns. For gating radiotherapy, the average beam-on and beam-off time delays were 1664 ± 72 and 25 ± 30 ms for Versa-HD and 303 ± 45 and 34 ± 25 ms for Edge, respectively. The time delay was relatively stable as the beam hold time increased. CONCLUSIONS: The OSI technique provides high accuracy for respiratory motion tracking. The proposed dose convolution-fitting method can accurately measure the time delay of respiratory-gating radiotherapy. When the OSI technique is used for respiratory-gating radiotherapy, the time delay for the beam-on is considerably longer than the beam-off. BioMed Central 2020-07-10 /pmc/articles/PMC7350729/ /pubmed/32650819 http://dx.doi.org/10.1186/s13014-020-01611-6 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. 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 in a credit line to the data.
spellingShingle Research
Chen, Li
Bai, Sen
Li, Guangjun
Li, Zhibin
Xiao, Qing
Bai, Long
Li, Changhu
Xian, Lixun
Hu, Zhenyao
Dai, Guyu
Wang, Guangyu
Accuracy of real-time respiratory motion tracking and time delay of gating radiotherapy based on optical surface imaging technique
title Accuracy of real-time respiratory motion tracking and time delay of gating radiotherapy based on optical surface imaging technique
title_full Accuracy of real-time respiratory motion tracking and time delay of gating radiotherapy based on optical surface imaging technique
title_fullStr Accuracy of real-time respiratory motion tracking and time delay of gating radiotherapy based on optical surface imaging technique
title_full_unstemmed Accuracy of real-time respiratory motion tracking and time delay of gating radiotherapy based on optical surface imaging technique
title_short Accuracy of real-time respiratory motion tracking and time delay of gating radiotherapy based on optical surface imaging technique
title_sort accuracy of real-time respiratory motion tracking and time delay of gating radiotherapy based on optical surface imaging technique
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7350729/
https://www.ncbi.nlm.nih.gov/pubmed/32650819
http://dx.doi.org/10.1186/s13014-020-01611-6
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