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Predictors for late genitourinary toxicity in men receiving radiotherapy for high-risk prostate cancer using planned and accumulated dose
BACKGROUND AND PURPOSE: Significant deviations between bladder dose planned (D(P)) and dose accumulated (D(A)) have been reported in patients receiving radiotherapy for prostate cancer. This study aimed to construct multivariate analysis (MVA) models to predict the risk of late genitourinary (GU) to...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9932727/ https://www.ncbi.nlm.nih.gov/pubmed/36817981 http://dx.doi.org/10.1016/j.phro.2023.100421 |
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author | Li Kuan Ong, Ashley Knight, Kellie Panettieri, Vanessa Dimmock, Mathew Kit Loong Tuan, Jeffrey Qi Tan, Hong Wright, Caroline |
author_facet | Li Kuan Ong, Ashley Knight, Kellie Panettieri, Vanessa Dimmock, Mathew Kit Loong Tuan, Jeffrey Qi Tan, Hong Wright, Caroline |
author_sort | Li Kuan Ong, Ashley |
collection | PubMed |
description | BACKGROUND AND PURPOSE: Significant deviations between bladder dose planned (D(P)) and dose accumulated (D(A)) have been reported in patients receiving radiotherapy for prostate cancer. This study aimed to construct multivariate analysis (MVA) models to predict the risk of late genitourinary (GU) toxicity with clinical and D(P) or D(A) as dose-volume (DV) variables. MATERIALS AND METHODS: Bladder D(A) obtained from 150 patients were compared with D(P). MVA models were built from significant clinical and DV variables (p < 0.05) at univariate analysis. Previously developed dose-based-region-of-interest (DB-ROI) metrics using expanded ring structures from the prostate were included. Goodness-of-fit test and calibration plots were generated to determine model performance. Internal validation was accomplished using Bootstrapping. RESULTS: Intermediate-high D(A) (V(30-65 Gy) and DB-ROI-20–50 mm) for bladder increased compared to D(P). However, at the very high dose region, D(A) (D(0.003 cc), V(75 Gy,) and DB-ROI-5–10 mm) were significantly lower. In MVA, single variable models were generated with odds ratio (OR) < 1. DB-ROI-50 mm was predictive of Grade ≥ 1 GU toxicity for D(A) and D(P) (D(A) and D(P); OR: 0.96, p: 0.04) and achieved an area under the receiver operating curve (AUC) of > 0.6. Prostate volume (OR: 0.87, p: 0.01) was significant in predicting Grade 2 GU toxicity with a high AUC of 0.81. CONCLUSIONS: Higher D(A) (V(30-65 Gy)) received by the bladder were not translated to higher late GU toxicity. DB-ROIs demonstrated higher predictive power than standard DV metrics in associating Grade ≥ 1 toxicity. Smaller prostate volumes have a minor protective effect on late Grade 2 GU toxicity. |
format | Online Article Text |
id | pubmed-9932727 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-99327272023-02-17 Predictors for late genitourinary toxicity in men receiving radiotherapy for high-risk prostate cancer using planned and accumulated dose Li Kuan Ong, Ashley Knight, Kellie Panettieri, Vanessa Dimmock, Mathew Kit Loong Tuan, Jeffrey Qi Tan, Hong Wright, Caroline Phys Imaging Radiat Oncol Original Research Article BACKGROUND AND PURPOSE: Significant deviations between bladder dose planned (D(P)) and dose accumulated (D(A)) have been reported in patients receiving radiotherapy for prostate cancer. This study aimed to construct multivariate analysis (MVA) models to predict the risk of late genitourinary (GU) toxicity with clinical and D(P) or D(A) as dose-volume (DV) variables. MATERIALS AND METHODS: Bladder D(A) obtained from 150 patients were compared with D(P). MVA models were built from significant clinical and DV variables (p < 0.05) at univariate analysis. Previously developed dose-based-region-of-interest (DB-ROI) metrics using expanded ring structures from the prostate were included. Goodness-of-fit test and calibration plots were generated to determine model performance. Internal validation was accomplished using Bootstrapping. RESULTS: Intermediate-high D(A) (V(30-65 Gy) and DB-ROI-20–50 mm) for bladder increased compared to D(P). However, at the very high dose region, D(A) (D(0.003 cc), V(75 Gy,) and DB-ROI-5–10 mm) were significantly lower. In MVA, single variable models were generated with odds ratio (OR) < 1. DB-ROI-50 mm was predictive of Grade ≥ 1 GU toxicity for D(A) and D(P) (D(A) and D(P); OR: 0.96, p: 0.04) and achieved an area under the receiver operating curve (AUC) of > 0.6. Prostate volume (OR: 0.87, p: 0.01) was significant in predicting Grade 2 GU toxicity with a high AUC of 0.81. CONCLUSIONS: Higher D(A) (V(30-65 Gy)) received by the bladder were not translated to higher late GU toxicity. DB-ROIs demonstrated higher predictive power than standard DV metrics in associating Grade ≥ 1 toxicity. Smaller prostate volumes have a minor protective effect on late Grade 2 GU toxicity. Elsevier 2023-02-02 /pmc/articles/PMC9932727/ /pubmed/36817981 http://dx.doi.org/10.1016/j.phro.2023.100421 Text en © 2023 The Authors. Published by Elsevier B.V. on behalf of European Society of Radiotherapy & Oncology. https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Original Research Article Li Kuan Ong, Ashley Knight, Kellie Panettieri, Vanessa Dimmock, Mathew Kit Loong Tuan, Jeffrey Qi Tan, Hong Wright, Caroline Predictors for late genitourinary toxicity in men receiving radiotherapy for high-risk prostate cancer using planned and accumulated dose |
title | Predictors for late genitourinary toxicity in men receiving radiotherapy for high-risk prostate cancer using planned and accumulated dose |
title_full | Predictors for late genitourinary toxicity in men receiving radiotherapy for high-risk prostate cancer using planned and accumulated dose |
title_fullStr | Predictors for late genitourinary toxicity in men receiving radiotherapy for high-risk prostate cancer using planned and accumulated dose |
title_full_unstemmed | Predictors for late genitourinary toxicity in men receiving radiotherapy for high-risk prostate cancer using planned and accumulated dose |
title_short | Predictors for late genitourinary toxicity in men receiving radiotherapy for high-risk prostate cancer using planned and accumulated dose |
title_sort | predictors for late genitourinary toxicity in men receiving radiotherapy for high-risk prostate cancer using planned and accumulated dose |
topic | Original Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9932727/ https://www.ncbi.nlm.nih.gov/pubmed/36817981 http://dx.doi.org/10.1016/j.phro.2023.100421 |
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