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In silico trial of simulation-free hippocampal-avoidance whole brain adaptive radiotherapy

BACKGROUND AND PURPOSE: Hippocampal-avoidance whole brain radiotherapy (HA-WBRT) can be a time-consuming process compared to conventional whole brain techniques, thus potentially limiting widespread utilization. Therefore, we evaluated the in silico clinical feasibility, via dose-volume metrics and...

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Autores principales: Price, Alex T., Kang, Kylie H., Reynoso, Francisco J., Laugeman, Eric, Abraham, Christopher D., Huang, Jiayi, Hilliard, Jessica, Knutson, Nels C., Henke, Lauren E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10523006/
https://www.ncbi.nlm.nih.gov/pubmed/37772278
http://dx.doi.org/10.1016/j.phro.2023.100491
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author Price, Alex T.
Kang, Kylie H.
Reynoso, Francisco J.
Laugeman, Eric
Abraham, Christopher D.
Huang, Jiayi
Hilliard, Jessica
Knutson, Nels C.
Henke, Lauren E.
author_facet Price, Alex T.
Kang, Kylie H.
Reynoso, Francisco J.
Laugeman, Eric
Abraham, Christopher D.
Huang, Jiayi
Hilliard, Jessica
Knutson, Nels C.
Henke, Lauren E.
author_sort Price, Alex T.
collection PubMed
description BACKGROUND AND PURPOSE: Hippocampal-avoidance whole brain radiotherapy (HA-WBRT) can be a time-consuming process compared to conventional whole brain techniques, thus potentially limiting widespread utilization. Therefore, we evaluated the in silico clinical feasibility, via dose-volume metrics and timing, by leveraging a computed tomography (CT)-based commercial adaptive radiotherapy (ART) platform and workflow in order to create and deliver patient-specific, simulation-free HA-WBRT. MATERIALS AND METHODS: Ten patients previously treated for central nervous system cancers with cone-beam computed tomography (CBCT) imaging were included in this study. The CBCT was the adaptive image-of-the-day to simulate first fraction on-board imaging. Initial contours defined on the MRI were rigidly matched to the CBCT. Online ART was used to create treatment plans at first fraction. Dose-volume metrics of these simulation-free plans were compared to standard-workflow HA-WBRT plans on each patient CT simulation dataset. Timing data for the adaptive planning sessions were recorded. RESULTS: For all ten patients, simulation-free HA-WBRT plans were successfully created utilizing the online ART workflow and met all constraints. The median hippocampi D(100%) was 7.8 Gy (6.6–8.8 Gy) in the adaptive plan vs 8.1 Gy (7.7–8.4 Gy) in the standard workflow plan. All plans required adaptation at first fraction due to both a failing hippocampal constraint (6/10 adaptive fractions) and sub-optimal target coverage (6/10 adaptive fractions). Median time for the adaptive session was 45.2 min (34.0–53.8 min). CONCLUSIONS: Simulation-free HA-WBRT, with commercially available systems, was clinically feasible via plan-quality metrics and timing, in silico.
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spelling pubmed-105230062023-09-28 In silico trial of simulation-free hippocampal-avoidance whole brain adaptive radiotherapy Price, Alex T. Kang, Kylie H. Reynoso, Francisco J. Laugeman, Eric Abraham, Christopher D. Huang, Jiayi Hilliard, Jessica Knutson, Nels C. Henke, Lauren E. Phys Imaging Radiat Oncol Original Research Article BACKGROUND AND PURPOSE: Hippocampal-avoidance whole brain radiotherapy (HA-WBRT) can be a time-consuming process compared to conventional whole brain techniques, thus potentially limiting widespread utilization. Therefore, we evaluated the in silico clinical feasibility, via dose-volume metrics and timing, by leveraging a computed tomography (CT)-based commercial adaptive radiotherapy (ART) platform and workflow in order to create and deliver patient-specific, simulation-free HA-WBRT. MATERIALS AND METHODS: Ten patients previously treated for central nervous system cancers with cone-beam computed tomography (CBCT) imaging were included in this study. The CBCT was the adaptive image-of-the-day to simulate first fraction on-board imaging. Initial contours defined on the MRI were rigidly matched to the CBCT. Online ART was used to create treatment plans at first fraction. Dose-volume metrics of these simulation-free plans were compared to standard-workflow HA-WBRT plans on each patient CT simulation dataset. Timing data for the adaptive planning sessions were recorded. RESULTS: For all ten patients, simulation-free HA-WBRT plans were successfully created utilizing the online ART workflow and met all constraints. The median hippocampi D(100%) was 7.8 Gy (6.6–8.8 Gy) in the adaptive plan vs 8.1 Gy (7.7–8.4 Gy) in the standard workflow plan. All plans required adaptation at first fraction due to both a failing hippocampal constraint (6/10 adaptive fractions) and sub-optimal target coverage (6/10 adaptive fractions). Median time for the adaptive session was 45.2 min (34.0–53.8 min). CONCLUSIONS: Simulation-free HA-WBRT, with commercially available systems, was clinically feasible via plan-quality metrics and timing, in silico. Elsevier 2023-09-09 /pmc/articles/PMC10523006/ /pubmed/37772278 http://dx.doi.org/10.1016/j.phro.2023.100491 Text en © 2023 Published by Elsevier B.V. on behalf of European Society of Radiotherapy & Oncology. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Original Research Article
Price, Alex T.
Kang, Kylie H.
Reynoso, Francisco J.
Laugeman, Eric
Abraham, Christopher D.
Huang, Jiayi
Hilliard, Jessica
Knutson, Nels C.
Henke, Lauren E.
In silico trial of simulation-free hippocampal-avoidance whole brain adaptive radiotherapy
title In silico trial of simulation-free hippocampal-avoidance whole brain adaptive radiotherapy
title_full In silico trial of simulation-free hippocampal-avoidance whole brain adaptive radiotherapy
title_fullStr In silico trial of simulation-free hippocampal-avoidance whole brain adaptive radiotherapy
title_full_unstemmed In silico trial of simulation-free hippocampal-avoidance whole brain adaptive radiotherapy
title_short In silico trial of simulation-free hippocampal-avoidance whole brain adaptive radiotherapy
title_sort in silico trial of simulation-free hippocampal-avoidance whole brain adaptive radiotherapy
topic Original Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10523006/
https://www.ncbi.nlm.nih.gov/pubmed/37772278
http://dx.doi.org/10.1016/j.phro.2023.100491
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