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Comparative analysis of dose calculation algorithms for CyberKnife-based stereotactic radiotherapy in lung cancer

PURPOSE: The accuracy of dose calculation is the prerequisite for CyberKnife (CK) to implement precise stereotactic body radiotherapy (SBRT). In this study, CK-MLC treatment planning for early-stage non-small cell lung cancer (NSCLC) were compared using finite-size pencil beam (FSPB) algorithm, FSPB...

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Autores principales: Ge, Xuanchu, Yang, Mingshan, Li, Tengxiang, Liu, Tonghai, Gao, Xiangyu, Qiu, Qingtao, Yin, Yong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10577380/
https://www.ncbi.nlm.nih.gov/pubmed/37849803
http://dx.doi.org/10.3389/fonc.2023.1215976
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author Ge, Xuanchu
Yang, Mingshan
Li, Tengxiang
Liu, Tonghai
Gao, Xiangyu
Qiu, Qingtao
Yin, Yong
author_facet Ge, Xuanchu
Yang, Mingshan
Li, Tengxiang
Liu, Tonghai
Gao, Xiangyu
Qiu, Qingtao
Yin, Yong
author_sort Ge, Xuanchu
collection PubMed
description PURPOSE: The accuracy of dose calculation is the prerequisite for CyberKnife (CK) to implement precise stereotactic body radiotherapy (SBRT). In this study, CK-MLC treatment planning for early-stage non-small cell lung cancer (NSCLC) were compared using finite-size pencil beam (FSPB) algorithm, FSPB with lateral scaling option (FSPB_LS) and Monte Carlo (MC) algorithms, respectively. We concentrated on the enhancement of accuracy with the FSPB_LS algorithm over the conventional FSPB algorithm and the dose consistency with the MC algorithm. METHODS: In this study, 54 cases of NSCLC were subdivided into central lung cancer (CLC, n=26) and ultra-central lung cancer (UCLC, n=28). For each patient, we used the FSPB algorithm to generate a treatment plan. Then the dose was recalculated using FSPB_LS and MC dose algorithms based on the plans computed using the FSPB algorithm. The resultant plans were assessed by calculating the mean value of pertinent comparative parameters, including PTV prescription isodose, conformity index (CI), homogeneity index (HI), and dose-volume statistics of organs at risk (OARs). RESULTS: In this study, most dose parameters of PTV and OARs demonstrated a trend of MC > FSPB_LS > FSPB. The FSPB_LS algorithm aligns better with the dose parameters of the target compared to the MC algorithm, which is particularly evident in UCLC. However, the FSPB algorithm significantly underestimated the does of the target. Regarding the OARs in CLC, differences in dose parameters were observed between FSPB and FSPB_LS for V(10) of the contralateral lung, as well as between FSPB and MC for mean dose (D(mean)) of the contralateral lung and maximum dose (D(max)) of the aorta, exhibiting statistical differences. There were no statistically significant differences observed between FSPB_LS and MC for the OARs. However, the average dose deviation between FSPB_LS and MC algorithms for OARs ranged from 2.79% to 11.93%. No significant dose differences were observed among the three algorithms in UCLC. CONCLUSION: For CLC, the FSPB_LS algorithm exhibited good consistency with the MC algorithm in PTV and demonstrated a significant improvement in accuracy when compared to the traditional FSPB algorithm. However, the FSPB_LS algorithm and the MC algorithm showed a significant dose deviation in OARs of CLC. In the case of UCLC, FSPB_LS showed better consistency with the MC algorithm than observed in CLC. Notwithstanding, UCLC’s OARs were highly sensitive to radiation dose and could result in potentially serious adverse reactions. Consequently, it is advisable to use the MC algorithm for dose calculation in both CLC and UCLC, while the application of FSPB_LS algorithm should be carefully considered.
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spelling pubmed-105773802023-10-17 Comparative analysis of dose calculation algorithms for CyberKnife-based stereotactic radiotherapy in lung cancer Ge, Xuanchu Yang, Mingshan Li, Tengxiang Liu, Tonghai Gao, Xiangyu Qiu, Qingtao Yin, Yong Front Oncol Oncology PURPOSE: The accuracy of dose calculation is the prerequisite for CyberKnife (CK) to implement precise stereotactic body radiotherapy (SBRT). In this study, CK-MLC treatment planning for early-stage non-small cell lung cancer (NSCLC) were compared using finite-size pencil beam (FSPB) algorithm, FSPB with lateral scaling option (FSPB_LS) and Monte Carlo (MC) algorithms, respectively. We concentrated on the enhancement of accuracy with the FSPB_LS algorithm over the conventional FSPB algorithm and the dose consistency with the MC algorithm. METHODS: In this study, 54 cases of NSCLC were subdivided into central lung cancer (CLC, n=26) and ultra-central lung cancer (UCLC, n=28). For each patient, we used the FSPB algorithm to generate a treatment plan. Then the dose was recalculated using FSPB_LS and MC dose algorithms based on the plans computed using the FSPB algorithm. The resultant plans were assessed by calculating the mean value of pertinent comparative parameters, including PTV prescription isodose, conformity index (CI), homogeneity index (HI), and dose-volume statistics of organs at risk (OARs). RESULTS: In this study, most dose parameters of PTV and OARs demonstrated a trend of MC > FSPB_LS > FSPB. The FSPB_LS algorithm aligns better with the dose parameters of the target compared to the MC algorithm, which is particularly evident in UCLC. However, the FSPB algorithm significantly underestimated the does of the target. Regarding the OARs in CLC, differences in dose parameters were observed between FSPB and FSPB_LS for V(10) of the contralateral lung, as well as between FSPB and MC for mean dose (D(mean)) of the contralateral lung and maximum dose (D(max)) of the aorta, exhibiting statistical differences. There were no statistically significant differences observed between FSPB_LS and MC for the OARs. However, the average dose deviation between FSPB_LS and MC algorithms for OARs ranged from 2.79% to 11.93%. No significant dose differences were observed among the three algorithms in UCLC. CONCLUSION: For CLC, the FSPB_LS algorithm exhibited good consistency with the MC algorithm in PTV and demonstrated a significant improvement in accuracy when compared to the traditional FSPB algorithm. However, the FSPB_LS algorithm and the MC algorithm showed a significant dose deviation in OARs of CLC. In the case of UCLC, FSPB_LS showed better consistency with the MC algorithm than observed in CLC. Notwithstanding, UCLC’s OARs were highly sensitive to radiation dose and could result in potentially serious adverse reactions. Consequently, it is advisable to use the MC algorithm for dose calculation in both CLC and UCLC, while the application of FSPB_LS algorithm should be carefully considered. Frontiers Media S.A. 2023-10-02 /pmc/articles/PMC10577380/ /pubmed/37849803 http://dx.doi.org/10.3389/fonc.2023.1215976 Text en Copyright © 2023 Ge, Yang, Li, Liu, Gao, Qiu and Yin https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Oncology
Ge, Xuanchu
Yang, Mingshan
Li, Tengxiang
Liu, Tonghai
Gao, Xiangyu
Qiu, Qingtao
Yin, Yong
Comparative analysis of dose calculation algorithms for CyberKnife-based stereotactic radiotherapy in lung cancer
title Comparative analysis of dose calculation algorithms for CyberKnife-based stereotactic radiotherapy in lung cancer
title_full Comparative analysis of dose calculation algorithms for CyberKnife-based stereotactic radiotherapy in lung cancer
title_fullStr Comparative analysis of dose calculation algorithms for CyberKnife-based stereotactic radiotherapy in lung cancer
title_full_unstemmed Comparative analysis of dose calculation algorithms for CyberKnife-based stereotactic radiotherapy in lung cancer
title_short Comparative analysis of dose calculation algorithms for CyberKnife-based stereotactic radiotherapy in lung cancer
title_sort comparative analysis of dose calculation algorithms for cyberknife-based stereotactic radiotherapy in lung cancer
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10577380/
https://www.ncbi.nlm.nih.gov/pubmed/37849803
http://dx.doi.org/10.3389/fonc.2023.1215976
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