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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2023
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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 |
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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 |
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