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Clinical Evaluation of the Inverse Planning System Utilized in Gamma Knife Lightning

OBJECTIVES: The purpose of this study is to independently compare the performance of the inverse planning algorithm utilized in Gamma Knife (GK) Lightning Treatment Planning System (TPS) to manual forward planning, between experienced and inexperienced users, for different types of targets. MATERIAL...

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Autores principales: Cui, Taoran, Nie, Ke, Zhu, Jiahua, Danish, Shabbar, Weiner, Joseph, Chundury, Anupama, Ohri, Nisha, Zhang, Yin, Vergalasova, Irina, Yue, Ning, Wang, Xiao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8904397/
https://www.ncbi.nlm.nih.gov/pubmed/35280733
http://dx.doi.org/10.3389/fonc.2022.832656
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author Cui, Taoran
Nie, Ke
Zhu, Jiahua
Danish, Shabbar
Weiner, Joseph
Chundury, Anupama
Ohri, Nisha
Zhang, Yin
Vergalasova, Irina
Yue, Ning
Wang, Xiao
author_facet Cui, Taoran
Nie, Ke
Zhu, Jiahua
Danish, Shabbar
Weiner, Joseph
Chundury, Anupama
Ohri, Nisha
Zhang, Yin
Vergalasova, Irina
Yue, Ning
Wang, Xiao
author_sort Cui, Taoran
collection PubMed
description OBJECTIVES: The purpose of this study is to independently compare the performance of the inverse planning algorithm utilized in Gamma Knife (GK) Lightning Treatment Planning System (TPS) to manual forward planning, between experienced and inexperienced users, for different types of targets. MATERIALS AND METHODS: Forty patients treated with GK stereotactic radiosurgery (SRS) for pituitary adenoma (PA), vestibular schwannoma (VS), post-operative brain metastases (pBM), and intact brain metastases (iBM) were randomly selected, ten for each site. Three inversely optimized plans were generated for each case by two experienced planners (OptExp1 and OptExp2) and a novice planner (OptNov) using GK Lightning TPS. For each treatment site, the Gradient Index (GI), the Paddick Conformity Index (PCI), the prescription percentage, the scaled beam-on time (sBOT), the number of shots used, and dosimetric metrics to OARs were compared first between the inversely optimized plans and the manually generated clinical plans, and then among the inversely optimized plans. Statistical analyses were performed using the Student’s t-test and the ANOVA followed by the post-hoc Tukey tests. RESULTS: The GI for the inversely optimized plans significantly outperformed the clinical plans for all sites. PCIs were similar between the inversely optimized and clinical plans for PA and VS, but were significantly improved in the inversely optimized plans for iBM and pBM. There were no significant differences in the sBOT between the inversely optimized and clinical plans, except for the PA cases. No significant differences were observed in dosimetric metrics, except for lower brain V(12Gy) and PTV D(98%) in the inversely optimized plans for iBM. There were no noticeable differences in plan qualities among the inversely optimized plans created by the novice and experienced planners. CONCLUSION: Inverse planning in GK Lightning TPS produces GK SRS plans at least equivalent in plan quality and similar in sBOT compared to manual forward planning in this independent validation study. The automatic workflow of inversed planning ensures a consistent plan quality regardless of a planner’s experience.
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spelling pubmed-89043972022-03-10 Clinical Evaluation of the Inverse Planning System Utilized in Gamma Knife Lightning Cui, Taoran Nie, Ke Zhu, Jiahua Danish, Shabbar Weiner, Joseph Chundury, Anupama Ohri, Nisha Zhang, Yin Vergalasova, Irina Yue, Ning Wang, Xiao Front Oncol Oncology OBJECTIVES: The purpose of this study is to independently compare the performance of the inverse planning algorithm utilized in Gamma Knife (GK) Lightning Treatment Planning System (TPS) to manual forward planning, between experienced and inexperienced users, for different types of targets. MATERIALS AND METHODS: Forty patients treated with GK stereotactic radiosurgery (SRS) for pituitary adenoma (PA), vestibular schwannoma (VS), post-operative brain metastases (pBM), and intact brain metastases (iBM) were randomly selected, ten for each site. Three inversely optimized plans were generated for each case by two experienced planners (OptExp1 and OptExp2) and a novice planner (OptNov) using GK Lightning TPS. For each treatment site, the Gradient Index (GI), the Paddick Conformity Index (PCI), the prescription percentage, the scaled beam-on time (sBOT), the number of shots used, and dosimetric metrics to OARs were compared first between the inversely optimized plans and the manually generated clinical plans, and then among the inversely optimized plans. Statistical analyses were performed using the Student’s t-test and the ANOVA followed by the post-hoc Tukey tests. RESULTS: The GI for the inversely optimized plans significantly outperformed the clinical plans for all sites. PCIs were similar between the inversely optimized and clinical plans for PA and VS, but were significantly improved in the inversely optimized plans for iBM and pBM. There were no significant differences in the sBOT between the inversely optimized and clinical plans, except for the PA cases. No significant differences were observed in dosimetric metrics, except for lower brain V(12Gy) and PTV D(98%) in the inversely optimized plans for iBM. There were no noticeable differences in plan qualities among the inversely optimized plans created by the novice and experienced planners. CONCLUSION: Inverse planning in GK Lightning TPS produces GK SRS plans at least equivalent in plan quality and similar in sBOT compared to manual forward planning in this independent validation study. The automatic workflow of inversed planning ensures a consistent plan quality regardless of a planner’s experience. Frontiers Media S.A. 2022-02-23 /pmc/articles/PMC8904397/ /pubmed/35280733 http://dx.doi.org/10.3389/fonc.2022.832656 Text en Copyright © 2022 Cui, Nie, Zhu, Danish, Weiner, Chundury, Ohri, Zhang, Vergalasova, Yue and Wang 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
Cui, Taoran
Nie, Ke
Zhu, Jiahua
Danish, Shabbar
Weiner, Joseph
Chundury, Anupama
Ohri, Nisha
Zhang, Yin
Vergalasova, Irina
Yue, Ning
Wang, Xiao
Clinical Evaluation of the Inverse Planning System Utilized in Gamma Knife Lightning
title Clinical Evaluation of the Inverse Planning System Utilized in Gamma Knife Lightning
title_full Clinical Evaluation of the Inverse Planning System Utilized in Gamma Knife Lightning
title_fullStr Clinical Evaluation of the Inverse Planning System Utilized in Gamma Knife Lightning
title_full_unstemmed Clinical Evaluation of the Inverse Planning System Utilized in Gamma Knife Lightning
title_short Clinical Evaluation of the Inverse Planning System Utilized in Gamma Knife Lightning
title_sort clinical evaluation of the inverse planning system utilized in gamma knife lightning
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8904397/
https://www.ncbi.nlm.nih.gov/pubmed/35280733
http://dx.doi.org/10.3389/fonc.2022.832656
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