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Biologically consistent dose accumulation using daily patient imaging
BACKGROUND: This work addresses a basic inconsistency in the way dose is accumulated in radiotherapy when predicting the biological effect based on the linear quadratic model (LQM). To overcome this inconsistency, we introduce and evaluate the concept of the total biological dose, bEQD(d). METHODS:...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8025323/ https://www.ncbi.nlm.nih.gov/pubmed/33823885 http://dx.doi.org/10.1186/s13014-021-01789-3 |
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author | Niebuhr, Nina I. Splinter, Mona Bostel, Tilman Seco, Joao Hentschke, Clemens M. Floca, Ralf O. Hörner-Rieber, Juliane Alber, Markus Huber, Peter Nicolay, Nils H. Pfaffenberger, Asja |
author_facet | Niebuhr, Nina I. Splinter, Mona Bostel, Tilman Seco, Joao Hentschke, Clemens M. Floca, Ralf O. Hörner-Rieber, Juliane Alber, Markus Huber, Peter Nicolay, Nils H. Pfaffenberger, Asja |
author_sort | Niebuhr, Nina I. |
collection | PubMed |
description | BACKGROUND: This work addresses a basic inconsistency in the way dose is accumulated in radiotherapy when predicting the biological effect based on the linear quadratic model (LQM). To overcome this inconsistency, we introduce and evaluate the concept of the total biological dose, bEQD(d). METHODS: Daily computed tomography imaging of nine patients treated for prostate carcinoma with intensity-modulated radiotherapy was used to compute the delivered deformed dose on the basis of deformable image registration (DIR). We compared conventional dose accumulation (DA) with the newly introduced bEQD(d), a new method of accumulating biological dose that considers each fraction dose and tissue radiobiology. We investigated the impact of the applied fractionation scheme (conventional/hypofractionated), uncertainties induced by the DIR and by the assigned α/β-value. RESULTS: bEQD(d) was systematically higher than the conventionally accumulated dose with difference hot spots of 3.3–4.9 Gy detected in six out of nine patients in regions of high dose gradient in the bladder and rectum. For hypofractionation, differences are up to 8.4 Gy. The difference amplitude was found to be in a similar range to worst-case uncertainties induced by DIR and was higher than that induced by α/β. CONCLUSION: Using bEQD(d) for dose accumulation overcomes a potential systematic inaccuracy in biological effect prediction based on accumulated dose. Highest impact is found for serial-type late responding organs at risk in dose gradient regions and for hypofractionation. Although hot spot differences are in the order of several Gray, in dose-volume parameters there is little difference compared with using conventional or biological DA. However, when local dose information is used, e.g. dose surface maps, difference hot spots can potentially change outcomes of dose-response modelling and adaptive treatment strategies. |
format | Online Article Text |
id | pubmed-8025323 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-80253232021-04-07 Biologically consistent dose accumulation using daily patient imaging Niebuhr, Nina I. Splinter, Mona Bostel, Tilman Seco, Joao Hentschke, Clemens M. Floca, Ralf O. Hörner-Rieber, Juliane Alber, Markus Huber, Peter Nicolay, Nils H. Pfaffenberger, Asja Radiat Oncol Methodology BACKGROUND: This work addresses a basic inconsistency in the way dose is accumulated in radiotherapy when predicting the biological effect based on the linear quadratic model (LQM). To overcome this inconsistency, we introduce and evaluate the concept of the total biological dose, bEQD(d). METHODS: Daily computed tomography imaging of nine patients treated for prostate carcinoma with intensity-modulated radiotherapy was used to compute the delivered deformed dose on the basis of deformable image registration (DIR). We compared conventional dose accumulation (DA) with the newly introduced bEQD(d), a new method of accumulating biological dose that considers each fraction dose and tissue radiobiology. We investigated the impact of the applied fractionation scheme (conventional/hypofractionated), uncertainties induced by the DIR and by the assigned α/β-value. RESULTS: bEQD(d) was systematically higher than the conventionally accumulated dose with difference hot spots of 3.3–4.9 Gy detected in six out of nine patients in regions of high dose gradient in the bladder and rectum. For hypofractionation, differences are up to 8.4 Gy. The difference amplitude was found to be in a similar range to worst-case uncertainties induced by DIR and was higher than that induced by α/β. CONCLUSION: Using bEQD(d) for dose accumulation overcomes a potential systematic inaccuracy in biological effect prediction based on accumulated dose. Highest impact is found for serial-type late responding organs at risk in dose gradient regions and for hypofractionation. Although hot spot differences are in the order of several Gray, in dose-volume parameters there is little difference compared with using conventional or biological DA. However, when local dose information is used, e.g. dose surface maps, difference hot spots can potentially change outcomes of dose-response modelling and adaptive treatment strategies. BioMed Central 2021-04-06 /pmc/articles/PMC8025323/ /pubmed/33823885 http://dx.doi.org/10.1186/s13014-021-01789-3 Text en © The Author(s) 2021 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Methodology Niebuhr, Nina I. Splinter, Mona Bostel, Tilman Seco, Joao Hentschke, Clemens M. Floca, Ralf O. Hörner-Rieber, Juliane Alber, Markus Huber, Peter Nicolay, Nils H. Pfaffenberger, Asja Biologically consistent dose accumulation using daily patient imaging |
title | Biologically consistent dose accumulation using daily patient imaging |
title_full | Biologically consistent dose accumulation using daily patient imaging |
title_fullStr | Biologically consistent dose accumulation using daily patient imaging |
title_full_unstemmed | Biologically consistent dose accumulation using daily patient imaging |
title_short | Biologically consistent dose accumulation using daily patient imaging |
title_sort | biologically consistent dose accumulation using daily patient imaging |
topic | Methodology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8025323/ https://www.ncbi.nlm.nih.gov/pubmed/33823885 http://dx.doi.org/10.1186/s13014-021-01789-3 |
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