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Geometric dose prediction model for hemithoracic intensity‐modulated radiation therapy in mesothelioma patients with two intact lungs

The presence of two intact lungs makes it challenging to reach a tumoricidal dose with hemithoracic pleural intensity‐modulated radiation therapy (IMRT) in patients with malignant pleural mesothelioma (MPM) who underwent pleurectomy/decortications or have unresectable disease. We developed an anatom...

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Autores principales: Kuo, LiCheng, Yorke, Ellen D., Dumane, Vishruta A., Foster, Amanda, Zhang, Zhigang, Mechalakos, James G., Wu, Abraham J., Rosenzweig, Kenneth E., Rimner, Andreas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5513486/
https://www.ncbi.nlm.nih.gov/pubmed/27167294
http://dx.doi.org/10.1120/jacmp.v17i3.6199
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author Kuo, LiCheng
Yorke, Ellen D.
Dumane, Vishruta A.
Foster, Amanda
Zhang, Zhigang
Mechalakos, James G.
Wu, Abraham J.
Rosenzweig, Kenneth E.
Rimner, Andreas
author_facet Kuo, LiCheng
Yorke, Ellen D.
Dumane, Vishruta A.
Foster, Amanda
Zhang, Zhigang
Mechalakos, James G.
Wu, Abraham J.
Rosenzweig, Kenneth E.
Rimner, Andreas
author_sort Kuo, LiCheng
collection PubMed
description The presence of two intact lungs makes it challenging to reach a tumoricidal dose with hemithoracic pleural intensity‐modulated radiation therapy (IMRT) in patients with malignant pleural mesothelioma (MPM) who underwent pleurectomy/decortications or have unresectable disease. We developed an anatomy‐based model to predict attainable prescription dose before starting optimization. Fifty‐six clinically delivered IMRT plans were analyzed regarding correlation of prescription dose and individual and total lung volumes, planning target volume (PTV), ipsilateral normal lung volume and ratios: contralateral/ipsilateral lung (CIVR); contralateral lung/PTV (CPVR); ipsilateral lung /PTV (IPVR); ipsilateral normal lung /total lung (INTLVR); ipsilateral normal lung/PTV (INLPVR). Spearman's rank correlation and Fisher's exact test were used. Correlation between mean ipsilateral lung dose (MILD) and these volume ratios and between prescription dose and single lung mean doses were studied. The prediction models were validated in 23 subsequent MPM patients. CIVR showed the strongest correlation with dose ([Formula: see text]) and accurately predicted prescription dose in the validation cases. INLPVR and MILD as well as MILD and prescription dose were significantly correlated ([Formula: see text] and [Formula: see text] , respectively) in the training and validation cases. Parameters obtainable directly from planning scan anatomy predict achievable prescription doses for hemithoracic IMRT treatment of MPM patients with two intact lungs. PACS number(s): 87.55.de, 87.55.dk
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spelling pubmed-55134862017-07-17 Geometric dose prediction model for hemithoracic intensity‐modulated radiation therapy in mesothelioma patients with two intact lungs Kuo, LiCheng Yorke, Ellen D. Dumane, Vishruta A. Foster, Amanda Zhang, Zhigang Mechalakos, James G. Wu, Abraham J. Rosenzweig, Kenneth E. Rimner, Andreas J Appl Clin Med Phys Radiation Oncology Physics The presence of two intact lungs makes it challenging to reach a tumoricidal dose with hemithoracic pleural intensity‐modulated radiation therapy (IMRT) in patients with malignant pleural mesothelioma (MPM) who underwent pleurectomy/decortications or have unresectable disease. We developed an anatomy‐based model to predict attainable prescription dose before starting optimization. Fifty‐six clinically delivered IMRT plans were analyzed regarding correlation of prescription dose and individual and total lung volumes, planning target volume (PTV), ipsilateral normal lung volume and ratios: contralateral/ipsilateral lung (CIVR); contralateral lung/PTV (CPVR); ipsilateral lung /PTV (IPVR); ipsilateral normal lung /total lung (INTLVR); ipsilateral normal lung/PTV (INLPVR). Spearman's rank correlation and Fisher's exact test were used. Correlation between mean ipsilateral lung dose (MILD) and these volume ratios and between prescription dose and single lung mean doses were studied. The prediction models were validated in 23 subsequent MPM patients. CIVR showed the strongest correlation with dose ([Formula: see text]) and accurately predicted prescription dose in the validation cases. INLPVR and MILD as well as MILD and prescription dose were significantly correlated ([Formula: see text] and [Formula: see text] , respectively) in the training and validation cases. Parameters obtainable directly from planning scan anatomy predict achievable prescription doses for hemithoracic IMRT treatment of MPM patients with two intact lungs. PACS number(s): 87.55.de, 87.55.dk John Wiley and Sons Inc. 2016-05-08 /pmc/articles/PMC5513486/ /pubmed/27167294 http://dx.doi.org/10.1120/jacmp.v17i3.6199 Text en © 2016 The Authors. This is an open access article under the terms of the Creative Commons Attribution (http://creativecommons.org/licenses/by/3.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Radiation Oncology Physics
Kuo, LiCheng
Yorke, Ellen D.
Dumane, Vishruta A.
Foster, Amanda
Zhang, Zhigang
Mechalakos, James G.
Wu, Abraham J.
Rosenzweig, Kenneth E.
Rimner, Andreas
Geometric dose prediction model for hemithoracic intensity‐modulated radiation therapy in mesothelioma patients with two intact lungs
title Geometric dose prediction model for hemithoracic intensity‐modulated radiation therapy in mesothelioma patients with two intact lungs
title_full Geometric dose prediction model for hemithoracic intensity‐modulated radiation therapy in mesothelioma patients with two intact lungs
title_fullStr Geometric dose prediction model for hemithoracic intensity‐modulated radiation therapy in mesothelioma patients with two intact lungs
title_full_unstemmed Geometric dose prediction model for hemithoracic intensity‐modulated radiation therapy in mesothelioma patients with two intact lungs
title_short Geometric dose prediction model for hemithoracic intensity‐modulated radiation therapy in mesothelioma patients with two intact lungs
title_sort geometric dose prediction model for hemithoracic intensity‐modulated radiation therapy in mesothelioma patients with two intact lungs
topic Radiation Oncology Physics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5513486/
https://www.ncbi.nlm.nih.gov/pubmed/27167294
http://dx.doi.org/10.1120/jacmp.v17i3.6199
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