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Radiation-Induced Hypothyroidism in Patients with Oropharyngeal Cancer Treated with IMRT: Independent and External Validation of Five Normal Tissue Complication Probability Models

SIMPLE SUMMARY: Hypothyroidism is a common complication of therapeutic irradiation in the neck area. Several dose-response models have been proposed to predict its’ occurrence based on clinical and radiomic features. We aimed to externally validate the results of five such models in a prospectively...

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Autores principales: Nowicka, Zuzanna, Tomasik, Bartłomiej, Papis-Ubych, Anna, Bibik, Robert, Graczyk, Łukasz, Latusek, Tomasz, Rutkowski, Tomasz, Wyka, Krystyna, Fijuth, Jacek, Schoenfeld, Jonathan D., Chałubińska-Fendler, Justyna, Fendler, Wojciech
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7563778/
https://www.ncbi.nlm.nih.gov/pubmed/32971838
http://dx.doi.org/10.3390/cancers12092716
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author Nowicka, Zuzanna
Tomasik, Bartłomiej
Papis-Ubych, Anna
Bibik, Robert
Graczyk, Łukasz
Latusek, Tomasz
Rutkowski, Tomasz
Wyka, Krystyna
Fijuth, Jacek
Schoenfeld, Jonathan D.
Chałubińska-Fendler, Justyna
Fendler, Wojciech
author_facet Nowicka, Zuzanna
Tomasik, Bartłomiej
Papis-Ubych, Anna
Bibik, Robert
Graczyk, Łukasz
Latusek, Tomasz
Rutkowski, Tomasz
Wyka, Krystyna
Fijuth, Jacek
Schoenfeld, Jonathan D.
Chałubińska-Fendler, Justyna
Fendler, Wojciech
author_sort Nowicka, Zuzanna
collection PubMed
description SIMPLE SUMMARY: Hypothyroidism is a common complication of therapeutic irradiation in the neck area. Several dose-response models have been proposed to predict its’ occurrence based on clinical and radiomic features. We aimed to externally validate the results of five such models in a prospectively recruited cohort of 108 patients with oropharyngeal cancer. Two of the evaluated models, published by Rønjom et al. and by Boomsma et al., had satisfactory performance. Both models are based on mean thyroid dose and thyroid volume. Three remaining models, by Cella et al., Bakhshandeh et al. and Vogelius et al., performed significantly worse. Short-term change in the level of thyroid-stimulating hormone (TSH) after radiation therapy was not indicative of hypothyroidism development in long term. We conclude that the models by Rønjom et al. and by Boomsma et al. are feasible for long-term prediction of hypothyroidism in oropharyngeal cancer survivors treated with intensity-modulated radiation therapy. ABSTRACT: We aimed to externally validate five normal tissue complication probability (NTCP) models for radiation-induced hypothyroidism (RIHT) in a prospectively recruited cohort of 108 patients with oropharyngeal cancer (OPC). NTCP scores were calculated using original published formulas. Plasma thyrotropin (TSH) level was additionally assessed in the short-term after RT. After a median of 28 months of follow-up, thirty one (28.7%) patients developed RIHT. Thyroid mean dose and thyroid volume were significant predictors of RIHT: odds ratio equal to 1.11 (95% CI 1.03–1.19) for mean thyroid dose and 0.87 (95%CI 0.81–0.93) for thyroid volume in univariate analyses. Two of the evaluated NTCP models, published by Rønjom et al. and by Boomsma et al., had satisfactory performance with accuracies of 0.87 (95%CI 0.79–0.93) and 0.84 (95%CI: 0.76–0.91), respectively. Three remaining models, by Cella et al., Bakhshandeh et al. and Vogelius et al., performed significantly worse, overestimating the risk of RIHT in this patient cohort. A short-term TSH level change relative to baseline was not indicative of RIHT development in the follow-up (OR 0.96, 95%CI: 0.65–1.42, p = 0.825). In conclusion, the models by Rønjom et al. and by Boomsma et al. demonstrated external validity and feasibility for long-term prediction of RIHT in survivors of OPC treated with Intensity-Modulated Radiation Therapy (IMRT).
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spelling pubmed-75637782020-10-27 Radiation-Induced Hypothyroidism in Patients with Oropharyngeal Cancer Treated with IMRT: Independent and External Validation of Five Normal Tissue Complication Probability Models Nowicka, Zuzanna Tomasik, Bartłomiej Papis-Ubych, Anna Bibik, Robert Graczyk, Łukasz Latusek, Tomasz Rutkowski, Tomasz Wyka, Krystyna Fijuth, Jacek Schoenfeld, Jonathan D. Chałubińska-Fendler, Justyna Fendler, Wojciech Cancers (Basel) Article SIMPLE SUMMARY: Hypothyroidism is a common complication of therapeutic irradiation in the neck area. Several dose-response models have been proposed to predict its’ occurrence based on clinical and radiomic features. We aimed to externally validate the results of five such models in a prospectively recruited cohort of 108 patients with oropharyngeal cancer. Two of the evaluated models, published by Rønjom et al. and by Boomsma et al., had satisfactory performance. Both models are based on mean thyroid dose and thyroid volume. Three remaining models, by Cella et al., Bakhshandeh et al. and Vogelius et al., performed significantly worse. Short-term change in the level of thyroid-stimulating hormone (TSH) after radiation therapy was not indicative of hypothyroidism development in long term. We conclude that the models by Rønjom et al. and by Boomsma et al. are feasible for long-term prediction of hypothyroidism in oropharyngeal cancer survivors treated with intensity-modulated radiation therapy. ABSTRACT: We aimed to externally validate five normal tissue complication probability (NTCP) models for radiation-induced hypothyroidism (RIHT) in a prospectively recruited cohort of 108 patients with oropharyngeal cancer (OPC). NTCP scores were calculated using original published formulas. Plasma thyrotropin (TSH) level was additionally assessed in the short-term after RT. After a median of 28 months of follow-up, thirty one (28.7%) patients developed RIHT. Thyroid mean dose and thyroid volume were significant predictors of RIHT: odds ratio equal to 1.11 (95% CI 1.03–1.19) for mean thyroid dose and 0.87 (95%CI 0.81–0.93) for thyroid volume in univariate analyses. Two of the evaluated NTCP models, published by Rønjom et al. and by Boomsma et al., had satisfactory performance with accuracies of 0.87 (95%CI 0.79–0.93) and 0.84 (95%CI: 0.76–0.91), respectively. Three remaining models, by Cella et al., Bakhshandeh et al. and Vogelius et al., performed significantly worse, overestimating the risk of RIHT in this patient cohort. A short-term TSH level change relative to baseline was not indicative of RIHT development in the follow-up (OR 0.96, 95%CI: 0.65–1.42, p = 0.825). In conclusion, the models by Rønjom et al. and by Boomsma et al. demonstrated external validity and feasibility for long-term prediction of RIHT in survivors of OPC treated with Intensity-Modulated Radiation Therapy (IMRT). MDPI 2020-09-22 /pmc/articles/PMC7563778/ /pubmed/32971838 http://dx.doi.org/10.3390/cancers12092716 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Nowicka, Zuzanna
Tomasik, Bartłomiej
Papis-Ubych, Anna
Bibik, Robert
Graczyk, Łukasz
Latusek, Tomasz
Rutkowski, Tomasz
Wyka, Krystyna
Fijuth, Jacek
Schoenfeld, Jonathan D.
Chałubińska-Fendler, Justyna
Fendler, Wojciech
Radiation-Induced Hypothyroidism in Patients with Oropharyngeal Cancer Treated with IMRT: Independent and External Validation of Five Normal Tissue Complication Probability Models
title Radiation-Induced Hypothyroidism in Patients with Oropharyngeal Cancer Treated with IMRT: Independent and External Validation of Five Normal Tissue Complication Probability Models
title_full Radiation-Induced Hypothyroidism in Patients with Oropharyngeal Cancer Treated with IMRT: Independent and External Validation of Five Normal Tissue Complication Probability Models
title_fullStr Radiation-Induced Hypothyroidism in Patients with Oropharyngeal Cancer Treated with IMRT: Independent and External Validation of Five Normal Tissue Complication Probability Models
title_full_unstemmed Radiation-Induced Hypothyroidism in Patients with Oropharyngeal Cancer Treated with IMRT: Independent and External Validation of Five Normal Tissue Complication Probability Models
title_short Radiation-Induced Hypothyroidism in Patients with Oropharyngeal Cancer Treated with IMRT: Independent and External Validation of Five Normal Tissue Complication Probability Models
title_sort radiation-induced hypothyroidism in patients with oropharyngeal cancer treated with imrt: independent and external validation of five normal tissue complication probability models
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7563778/
https://www.ncbi.nlm.nih.gov/pubmed/32971838
http://dx.doi.org/10.3390/cancers12092716
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