Cargando…

Triggering daily online adaptive radiotherapy in the pelvis: Dosimetric effects and procedural implications of trigger parameter‐value selection

BACKGROUND: Online adaptive radiotherapy (ART) can address dosimetric consequences of variations in anatomy by creating a new plan during treatment. However, ART is time‐ and labor‐intensive and should be implemented in a resource‐conscious way. Adaptive triggers composed of parameter‐value pairs ma...

Descripción completa

Detalles Bibliográficos
Autores principales: Yock, Adam D., Ahmed, Mahmoud, Masick, Sarah, Morales‐Paliza, Manuel, Kluwe, Christien, Shinde, Ashwin, Kirschner, Austin, Shinohara, Eric
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10562041/
https://www.ncbi.nlm.nih.gov/pubmed/37276079
http://dx.doi.org/10.1002/acm2.14060
_version_ 1785118040823693312
author Yock, Adam D.
Ahmed, Mahmoud
Masick, Sarah
Morales‐Paliza, Manuel
Kluwe, Christien
Shinde, Ashwin
Kirschner, Austin
Shinohara, Eric
author_facet Yock, Adam D.
Ahmed, Mahmoud
Masick, Sarah
Morales‐Paliza, Manuel
Kluwe, Christien
Shinde, Ashwin
Kirschner, Austin
Shinohara, Eric
author_sort Yock, Adam D.
collection PubMed
description BACKGROUND: Online adaptive radiotherapy (ART) can address dosimetric consequences of variations in anatomy by creating a new plan during treatment. However, ART is time‐ and labor‐intensive and should be implemented in a resource‐conscious way. Adaptive triggers composed of parameter‐value pairs may direct the judicious use of online ART. PURPOSE: This work analyzed our clinical experience using CBCT‐based daily online ART to demonstrate how a conceptual framework based on adaptive triggers affects the dosimetric and procedural impact of ART. METHODS: Sixteen patients across several pelvic sites were treated with CBCT‐based daily online ART. Differences in standardized dose metrics were compared between the original plan, the original plan recalculated on the daily anatomy, and an adaptive plan. For each metric, trigger values were analyzed in terms of the proportion of treatments adapted and the distribution of metric values. RESULTS: Target coverage metrics were compromised due to anatomic variation with the average change per treatment ranging from ‐0.90 to ‐0.05 Gy, ‐0.47 to ‐0.02 Gy, ‐0.31 to ‐0.01 Gy, and ‐12.45% to ‐2.65% for PTV D99%, PTV D95%, CTV D99%, and CTV V100%, respectively. These were improved using the adaptive plan (‐0.03 to 0.01 Gy, ‐0.02 to 0.00 Gy, ‐0.03 to 0.00 Gy, and ‐4.70% to 0.00%, respectively). Increasingly strict triggers resulted in a non‐linear increase in the proportion of treatments adapted and improved the distribution of metric values with diminishing returns. Some organ‐at‐risk (OAR) metrics were compromised by anatomic variation and improved using the adaptive plan, but changes in most OAR metrics were randomly distributed. CONCLUSIONS: Daily online ART improved target coverage across multiple pelvic treatment sites and techniques. These effects were larger than those for OAR metrics, suggesting that maintaining target coverage was our primary benefit of CBCT‐based daily online ART. Analyses like these can determine online ART triggers from a cost‐benefit perspective.
format Online
Article
Text
id pubmed-10562041
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher John Wiley and Sons Inc.
record_format MEDLINE/PubMed
spelling pubmed-105620412023-10-10 Triggering daily online adaptive radiotherapy in the pelvis: Dosimetric effects and procedural implications of trigger parameter‐value selection Yock, Adam D. Ahmed, Mahmoud Masick, Sarah Morales‐Paliza, Manuel Kluwe, Christien Shinde, Ashwin Kirschner, Austin Shinohara, Eric J Appl Clin Med Phys Radiation Oncology Physics BACKGROUND: Online adaptive radiotherapy (ART) can address dosimetric consequences of variations in anatomy by creating a new plan during treatment. However, ART is time‐ and labor‐intensive and should be implemented in a resource‐conscious way. Adaptive triggers composed of parameter‐value pairs may direct the judicious use of online ART. PURPOSE: This work analyzed our clinical experience using CBCT‐based daily online ART to demonstrate how a conceptual framework based on adaptive triggers affects the dosimetric and procedural impact of ART. METHODS: Sixteen patients across several pelvic sites were treated with CBCT‐based daily online ART. Differences in standardized dose metrics were compared between the original plan, the original plan recalculated on the daily anatomy, and an adaptive plan. For each metric, trigger values were analyzed in terms of the proportion of treatments adapted and the distribution of metric values. RESULTS: Target coverage metrics were compromised due to anatomic variation with the average change per treatment ranging from ‐0.90 to ‐0.05 Gy, ‐0.47 to ‐0.02 Gy, ‐0.31 to ‐0.01 Gy, and ‐12.45% to ‐2.65% for PTV D99%, PTV D95%, CTV D99%, and CTV V100%, respectively. These were improved using the adaptive plan (‐0.03 to 0.01 Gy, ‐0.02 to 0.00 Gy, ‐0.03 to 0.00 Gy, and ‐4.70% to 0.00%, respectively). Increasingly strict triggers resulted in a non‐linear increase in the proportion of treatments adapted and improved the distribution of metric values with diminishing returns. Some organ‐at‐risk (OAR) metrics were compromised by anatomic variation and improved using the adaptive plan, but changes in most OAR metrics were randomly distributed. CONCLUSIONS: Daily online ART improved target coverage across multiple pelvic treatment sites and techniques. These effects were larger than those for OAR metrics, suggesting that maintaining target coverage was our primary benefit of CBCT‐based daily online ART. Analyses like these can determine online ART triggers from a cost‐benefit perspective. John Wiley and Sons Inc. 2023-06-05 /pmc/articles/PMC10562041/ /pubmed/37276079 http://dx.doi.org/10.1002/acm2.14060 Text en © 2023 The Authors. Journal of Applied Clinical Medical Physics published by Wiley Periodicals, LLC on behalf of The American Association of Physicists in Medicine. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Radiation Oncology Physics
Yock, Adam D.
Ahmed, Mahmoud
Masick, Sarah
Morales‐Paliza, Manuel
Kluwe, Christien
Shinde, Ashwin
Kirschner, Austin
Shinohara, Eric
Triggering daily online adaptive radiotherapy in the pelvis: Dosimetric effects and procedural implications of trigger parameter‐value selection
title Triggering daily online adaptive radiotherapy in the pelvis: Dosimetric effects and procedural implications of trigger parameter‐value selection
title_full Triggering daily online adaptive radiotherapy in the pelvis: Dosimetric effects and procedural implications of trigger parameter‐value selection
title_fullStr Triggering daily online adaptive radiotherapy in the pelvis: Dosimetric effects and procedural implications of trigger parameter‐value selection
title_full_unstemmed Triggering daily online adaptive radiotherapy in the pelvis: Dosimetric effects and procedural implications of trigger parameter‐value selection
title_short Triggering daily online adaptive radiotherapy in the pelvis: Dosimetric effects and procedural implications of trigger parameter‐value selection
title_sort triggering daily online adaptive radiotherapy in the pelvis: dosimetric effects and procedural implications of trigger parameter‐value selection
topic Radiation Oncology Physics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10562041/
https://www.ncbi.nlm.nih.gov/pubmed/37276079
http://dx.doi.org/10.1002/acm2.14060
work_keys_str_mv AT yockadamd triggeringdailyonlineadaptiveradiotherapyinthepelvisdosimetriceffectsandproceduralimplicationsoftriggerparametervalueselection
AT ahmedmahmoud triggeringdailyonlineadaptiveradiotherapyinthepelvisdosimetriceffectsandproceduralimplicationsoftriggerparametervalueselection
AT masicksarah triggeringdailyonlineadaptiveradiotherapyinthepelvisdosimetriceffectsandproceduralimplicationsoftriggerparametervalueselection
AT moralespalizamanuel triggeringdailyonlineadaptiveradiotherapyinthepelvisdosimetriceffectsandproceduralimplicationsoftriggerparametervalueselection
AT kluwechristien triggeringdailyonlineadaptiveradiotherapyinthepelvisdosimetriceffectsandproceduralimplicationsoftriggerparametervalueselection
AT shindeashwin triggeringdailyonlineadaptiveradiotherapyinthepelvisdosimetriceffectsandproceduralimplicationsoftriggerparametervalueselection
AT kirschneraustin triggeringdailyonlineadaptiveradiotherapyinthepelvisdosimetriceffectsandproceduralimplicationsoftriggerparametervalueselection
AT shinoharaeric triggeringdailyonlineadaptiveradiotherapyinthepelvisdosimetriceffectsandproceduralimplicationsoftriggerparametervalueselection