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An Investigation of Non-Coplanar Volumetric Modulated Radiation Therapy for Locally Advanced Unresectable Pancreatic Cancer Using a Trajectory Optimization Method

PURPOSE: This study was conducted in order to develop a trajectory optimization algorithm for non-coplanar volumetric modulated arc therapy (VMAT) and investigate the potential of organs at risk (OARs) sparing in locally advanced pancreatic cancer patients using non-coplanar VMAT. METHODS AND MATERI...

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Autores principales: Wang, Gong, Wang, Hao, Zhuang, Hongqing, Yang, Ruijie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8485751/
https://www.ncbi.nlm.nih.gov/pubmed/34604054
http://dx.doi.org/10.3389/fonc.2021.717634
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author Wang, Gong
Wang, Hao
Zhuang, Hongqing
Yang, Ruijie
author_facet Wang, Gong
Wang, Hao
Zhuang, Hongqing
Yang, Ruijie
author_sort Wang, Gong
collection PubMed
description PURPOSE: This study was conducted in order to develop a trajectory optimization algorithm for non-coplanar volumetric modulated arc therapy (VMAT) and investigate the potential of organs at risk (OARs) sparing in locally advanced pancreatic cancer patients using non-coplanar VMAT. METHODS AND MATERIALS: Firstly, a cost map that represents the ray–OAR voxel intersections at each source position was generated using a ray-tracing algorithm. A graph search algorithm was then used to determine the least-cost path from the cost map. Lastly, full arcs or partial arcs were selected based on the least-cost path to generate the non-coplanar VMAT (ncVMAT) trajectories. Clinical coplanar VMAT (coVMAT) plans for 11 patients diagnosed with locally advanced unresectable pancreatic cancer (LAPC) receiving 45 to 70 Gy in 25 fractions were replanned using non-coplanar VMAT trajectories. Both coplanar and non-coplanar plans were normalized to cover 95% of the PTV(45 Gy) volume with a prescription dose of 45 Gy. The conformity index (CI), homogeneity index (HI), PTV coverage, and dose to the OARs were compared between coVMAT and ncVMAT plans. RESULTS: With ncVMAT, the mean coverage of PTV(50 Gy), PTV(54 Gy), PTV(60 Gy), and PTV(70 Gy) increased significantly. The mean conformity index of PTV(45 Gy), PTV(54 Gy), and PTV(70 Gy) was also improved in the ncVMAT plans. Compared with coVMAT plans, the ncVMAT plans resulted in significantly lower doses to the spinal cord, bilateral kidneys, stomach, and duodenum. The maximum dose to the spinal cord decreased by 6.11%. The mean dose to the left and right kidneys decreased by an average of 5.52% and 11.71%, respectively. The D (max), D (mean), and D (15%) of the stomach were reduced by an average of 7.45%, 15.82%, and 16.79%, separately. The D (15%) and D (mean) of the duodenum decreased 6.38% and 5.64%, respectively. CONCLUSION: A trajectory optimization algorithm was developed for non-coplanar VMAT. Compared with conventional coplanar VMAT, non-coplanar VMAT resulted in improved coverage and conformity to the targets. The sparing of OARs was significantly improved in non-coplanar VMAT compared with coVMAT plans for locally advanced pancreatic cancer.
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spelling pubmed-84857512021-10-02 An Investigation of Non-Coplanar Volumetric Modulated Radiation Therapy for Locally Advanced Unresectable Pancreatic Cancer Using a Trajectory Optimization Method Wang, Gong Wang, Hao Zhuang, Hongqing Yang, Ruijie Front Oncol Oncology PURPOSE: This study was conducted in order to develop a trajectory optimization algorithm for non-coplanar volumetric modulated arc therapy (VMAT) and investigate the potential of organs at risk (OARs) sparing in locally advanced pancreatic cancer patients using non-coplanar VMAT. METHODS AND MATERIALS: Firstly, a cost map that represents the ray–OAR voxel intersections at each source position was generated using a ray-tracing algorithm. A graph search algorithm was then used to determine the least-cost path from the cost map. Lastly, full arcs or partial arcs were selected based on the least-cost path to generate the non-coplanar VMAT (ncVMAT) trajectories. Clinical coplanar VMAT (coVMAT) plans for 11 patients diagnosed with locally advanced unresectable pancreatic cancer (LAPC) receiving 45 to 70 Gy in 25 fractions were replanned using non-coplanar VMAT trajectories. Both coplanar and non-coplanar plans were normalized to cover 95% of the PTV(45 Gy) volume with a prescription dose of 45 Gy. The conformity index (CI), homogeneity index (HI), PTV coverage, and dose to the OARs were compared between coVMAT and ncVMAT plans. RESULTS: With ncVMAT, the mean coverage of PTV(50 Gy), PTV(54 Gy), PTV(60 Gy), and PTV(70 Gy) increased significantly. The mean conformity index of PTV(45 Gy), PTV(54 Gy), and PTV(70 Gy) was also improved in the ncVMAT plans. Compared with coVMAT plans, the ncVMAT plans resulted in significantly lower doses to the spinal cord, bilateral kidneys, stomach, and duodenum. The maximum dose to the spinal cord decreased by 6.11%. The mean dose to the left and right kidneys decreased by an average of 5.52% and 11.71%, respectively. The D (max), D (mean), and D (15%) of the stomach were reduced by an average of 7.45%, 15.82%, and 16.79%, separately. The D (15%) and D (mean) of the duodenum decreased 6.38% and 5.64%, respectively. CONCLUSION: A trajectory optimization algorithm was developed for non-coplanar VMAT. Compared with conventional coplanar VMAT, non-coplanar VMAT resulted in improved coverage and conformity to the targets. The sparing of OARs was significantly improved in non-coplanar VMAT compared with coVMAT plans for locally advanced pancreatic cancer. Frontiers Media S.A. 2021-09-17 /pmc/articles/PMC8485751/ /pubmed/34604054 http://dx.doi.org/10.3389/fonc.2021.717634 Text en Copyright © 2021 Wang, Wang, Zhuang and Yang 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
Wang, Gong
Wang, Hao
Zhuang, Hongqing
Yang, Ruijie
An Investigation of Non-Coplanar Volumetric Modulated Radiation Therapy for Locally Advanced Unresectable Pancreatic Cancer Using a Trajectory Optimization Method
title An Investigation of Non-Coplanar Volumetric Modulated Radiation Therapy for Locally Advanced Unresectable Pancreatic Cancer Using a Trajectory Optimization Method
title_full An Investigation of Non-Coplanar Volumetric Modulated Radiation Therapy for Locally Advanced Unresectable Pancreatic Cancer Using a Trajectory Optimization Method
title_fullStr An Investigation of Non-Coplanar Volumetric Modulated Radiation Therapy for Locally Advanced Unresectable Pancreatic Cancer Using a Trajectory Optimization Method
title_full_unstemmed An Investigation of Non-Coplanar Volumetric Modulated Radiation Therapy for Locally Advanced Unresectable Pancreatic Cancer Using a Trajectory Optimization Method
title_short An Investigation of Non-Coplanar Volumetric Modulated Radiation Therapy for Locally Advanced Unresectable Pancreatic Cancer Using a Trajectory Optimization Method
title_sort investigation of non-coplanar volumetric modulated radiation therapy for locally advanced unresectable pancreatic cancer using a trajectory optimization method
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8485751/
https://www.ncbi.nlm.nih.gov/pubmed/34604054
http://dx.doi.org/10.3389/fonc.2021.717634
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