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Development of a Margin Determination Framework for Tumor-Tracking Radiation Therapy With Intraoperatively Implanted Fiducial Markers
PURPOSE: To develop an internal target volume (ITV) margin determination framework (or decision-supporting framework) for treating multiple lung metastases using CyberKnife Synchrony with intraoperatively implanted fiducial markers (IIFMs). The feasibility of using non-ideally implanted fiducial mar...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8529155/ https://www.ncbi.nlm.nih.gov/pubmed/34692536 http://dx.doi.org/10.3389/fonc.2021.753246 |
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author | Kim, Jihun Han, Min Cheol Chang, Jee Suk Hong, Chae-Seon Kim, Kyung Hwan Byun, Hwa Kyung Park, Ryeong Hwang Koom, Woong Sub Park, Seong Yong Kim, Jin Sung |
author_facet | Kim, Jihun Han, Min Cheol Chang, Jee Suk Hong, Chae-Seon Kim, Kyung Hwan Byun, Hwa Kyung Park, Ryeong Hwang Koom, Woong Sub Park, Seong Yong Kim, Jin Sung |
author_sort | Kim, Jihun |
collection | PubMed |
description | PURPOSE: To develop an internal target volume (ITV) margin determination framework (or decision-supporting framework) for treating multiple lung metastases using CyberKnife Synchrony with intraoperatively implanted fiducial markers (IIFMs). The feasibility of using non-ideally implanted fiducial markers (a limited number and/or far from a target) for tracking-based lung stereotactic ablative radiotherapy (SABR) was investigated. METHODS: In the developed margin determination framework, an optimal set of IIFMs was determined to minimize a tracking uncertainty-specific ITV (ITV(tracking)) margin (margin required to cover target-to-marker motion discrepancy), i.e., minimize the motion discrepancies between gross tumor volume (GTV) and the selected set of fiducial markers (FMs). The developed margin determination framework was evaluated in 17 patients with lung metastases. To automatically calculate the respiratory motions of the FMs, a template matching-based FM tracking algorithm was developed, and GTV motion was manually measured. Furthermore, during-treatment motions of the selected FMs were analyzed using log files and compared with those calculated using 4D CTs. RESULTS: For 41 of 42 lesions in 17 patients (97.6%), an optimal set of the IIFMs was successfully determined, requiring an ITV(tracking) margin less than 5 mm. The template matching-based FM tracking algorithm calculated the FM motions with a sub-millimeter accuracy compared with the manual measurements. The patient respiratory motions during treatment were, on average, significantly smaller than those measured at simulation for the patient cohort considered. CONCLUSION: Use of the developed margin determination framework employing CyberKnife Synchrony with a limited number of IIFMs is feasible for lung SABR. |
format | Online Article Text |
id | pubmed-8529155 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85291552021-10-22 Development of a Margin Determination Framework for Tumor-Tracking Radiation Therapy With Intraoperatively Implanted Fiducial Markers Kim, Jihun Han, Min Cheol Chang, Jee Suk Hong, Chae-Seon Kim, Kyung Hwan Byun, Hwa Kyung Park, Ryeong Hwang Koom, Woong Sub Park, Seong Yong Kim, Jin Sung Front Oncol Oncology PURPOSE: To develop an internal target volume (ITV) margin determination framework (or decision-supporting framework) for treating multiple lung metastases using CyberKnife Synchrony with intraoperatively implanted fiducial markers (IIFMs). The feasibility of using non-ideally implanted fiducial markers (a limited number and/or far from a target) for tracking-based lung stereotactic ablative radiotherapy (SABR) was investigated. METHODS: In the developed margin determination framework, an optimal set of IIFMs was determined to minimize a tracking uncertainty-specific ITV (ITV(tracking)) margin (margin required to cover target-to-marker motion discrepancy), i.e., minimize the motion discrepancies between gross tumor volume (GTV) and the selected set of fiducial markers (FMs). The developed margin determination framework was evaluated in 17 patients with lung metastases. To automatically calculate the respiratory motions of the FMs, a template matching-based FM tracking algorithm was developed, and GTV motion was manually measured. Furthermore, during-treatment motions of the selected FMs were analyzed using log files and compared with those calculated using 4D CTs. RESULTS: For 41 of 42 lesions in 17 patients (97.6%), an optimal set of the IIFMs was successfully determined, requiring an ITV(tracking) margin less than 5 mm. The template matching-based FM tracking algorithm calculated the FM motions with a sub-millimeter accuracy compared with the manual measurements. The patient respiratory motions during treatment were, on average, significantly smaller than those measured at simulation for the patient cohort considered. CONCLUSION: Use of the developed margin determination framework employing CyberKnife Synchrony with a limited number of IIFMs is feasible for lung SABR. Frontiers Media S.A. 2021-10-07 /pmc/articles/PMC8529155/ /pubmed/34692536 http://dx.doi.org/10.3389/fonc.2021.753246 Text en Copyright © 2021 Kim, Han, Chang, Hong, Kim, Byun, Park, Koom, Park and Kim 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 Kim, Jihun Han, Min Cheol Chang, Jee Suk Hong, Chae-Seon Kim, Kyung Hwan Byun, Hwa Kyung Park, Ryeong Hwang Koom, Woong Sub Park, Seong Yong Kim, Jin Sung Development of a Margin Determination Framework for Tumor-Tracking Radiation Therapy With Intraoperatively Implanted Fiducial Markers |
title | Development of a Margin Determination Framework for Tumor-Tracking Radiation Therapy With Intraoperatively Implanted Fiducial Markers |
title_full | Development of a Margin Determination Framework for Tumor-Tracking Radiation Therapy With Intraoperatively Implanted Fiducial Markers |
title_fullStr | Development of a Margin Determination Framework for Tumor-Tracking Radiation Therapy With Intraoperatively Implanted Fiducial Markers |
title_full_unstemmed | Development of a Margin Determination Framework for Tumor-Tracking Radiation Therapy With Intraoperatively Implanted Fiducial Markers |
title_short | Development of a Margin Determination Framework for Tumor-Tracking Radiation Therapy With Intraoperatively Implanted Fiducial Markers |
title_sort | development of a margin determination framework for tumor-tracking radiation therapy with intraoperatively implanted fiducial markers |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8529155/ https://www.ncbi.nlm.nih.gov/pubmed/34692536 http://dx.doi.org/10.3389/fonc.2021.753246 |
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