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Impact of deformable image registration on dose accumulation applied electrocardiograph-gated 4DCT in the heart and left ventricular myocardium during esophageal cancer radiotherapy

BACKGROUND: The deformable image registration (DIR) technique has the potential to realize the dose accumulation during radiotherapy. This study will analyze the feasibility of evaluating dose-volume parameters for the heart and left ventricular myocardium (LVM) by applying DIR. METHODS: The electro...

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Autores principales: Tong, Ying, Yin, Yong, Cheng, Pinjing, Gong, Guanzhong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6086020/
https://www.ncbi.nlm.nih.gov/pubmed/30097045
http://dx.doi.org/10.1186/s13014-018-1093-z
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author Tong, Ying
Yin, Yong
Cheng, Pinjing
Gong, Guanzhong
author_facet Tong, Ying
Yin, Yong
Cheng, Pinjing
Gong, Guanzhong
author_sort Tong, Ying
collection PubMed
description BACKGROUND: The deformable image registration (DIR) technique has the potential to realize the dose accumulation during radiotherapy. This study will analyze the feasibility of evaluating dose-volume parameters for the heart and left ventricular myocardium (LVM) by applying DIR. METHODS: The electrocardiograph-gated four-dimensional CT (ECG-gated 4DCT) data of 21 patients were analyzed retrospectively. The heart and LVM were contoured on 20 phases of 4DCT (0%, 5%,…,95%). The heart and LVM in the minimum volume/dice similarity coefficient (DSC) phase (Volume (min)/DSC (min)) were deformed to the maximum volume/DSC phase (Volume (max)/ DSC (max)), which used the intensity-based free-form DIR algorithm of MIM software. The dose was deformed according to the deformation vector. The variations in volume, mean dose (D(mean)), V(20), V(30) and V(40) for the heart and LVM before and after DIR were compared, and the reference phase was the Volume (max)/DSC (max) phase. RESULTS: For the heart, the difference between the pre- and post-registration Volume (min) and Volume (max) were reduced from 13.87 to 1.72%; the DSC was increased from 0.899 to 0.950 between the pre- and post-registration DSC (min) phase relative to the DSC (max) phase. The post-registration D(mean), V(20), V(30) and V(40) of the heart were statistically significant compared to those in the Volume (max)/DSC (max) phase (p < 0.05). For the LVM, the difference between the pre- and post-registration Volume (min) and Volume (max) were only reduced from 18.77 to 17.38%; the DSC reached only 0.733 in the post-registration DSC (min) phase relative to the DSC (max) phase. The pre- and post-registration volume, D(mean), V(20), V(30) and V(40) of the LVM were all statistically significant compared to those in the Volume (max)/DSC (max) phase (p < 0.05). CONCLUSIONS: There was no significant relationship between the variation in dose-volume parameters and the variation in the volume and morphology for the heart; however, the inconsistency of the variation in the volume and morphology for the LVM was a major factor that led to uncertainty in the dose-volume evaluation. In addition, the individualized local deformation registration technology should be applied in dose accumulation for the heart and LVM.
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spelling pubmed-60860202018-08-16 Impact of deformable image registration on dose accumulation applied electrocardiograph-gated 4DCT in the heart and left ventricular myocardium during esophageal cancer radiotherapy Tong, Ying Yin, Yong Cheng, Pinjing Gong, Guanzhong Radiat Oncol Research BACKGROUND: The deformable image registration (DIR) technique has the potential to realize the dose accumulation during radiotherapy. This study will analyze the feasibility of evaluating dose-volume parameters for the heart and left ventricular myocardium (LVM) by applying DIR. METHODS: The electrocardiograph-gated four-dimensional CT (ECG-gated 4DCT) data of 21 patients were analyzed retrospectively. The heart and LVM were contoured on 20 phases of 4DCT (0%, 5%,…,95%). The heart and LVM in the minimum volume/dice similarity coefficient (DSC) phase (Volume (min)/DSC (min)) were deformed to the maximum volume/DSC phase (Volume (max)/ DSC (max)), which used the intensity-based free-form DIR algorithm of MIM software. The dose was deformed according to the deformation vector. The variations in volume, mean dose (D(mean)), V(20), V(30) and V(40) for the heart and LVM before and after DIR were compared, and the reference phase was the Volume (max)/DSC (max) phase. RESULTS: For the heart, the difference between the pre- and post-registration Volume (min) and Volume (max) were reduced from 13.87 to 1.72%; the DSC was increased from 0.899 to 0.950 between the pre- and post-registration DSC (min) phase relative to the DSC (max) phase. The post-registration D(mean), V(20), V(30) and V(40) of the heart were statistically significant compared to those in the Volume (max)/DSC (max) phase (p < 0.05). For the LVM, the difference between the pre- and post-registration Volume (min) and Volume (max) were only reduced from 18.77 to 17.38%; the DSC reached only 0.733 in the post-registration DSC (min) phase relative to the DSC (max) phase. The pre- and post-registration volume, D(mean), V(20), V(30) and V(40) of the LVM were all statistically significant compared to those in the Volume (max)/DSC (max) phase (p < 0.05). CONCLUSIONS: There was no significant relationship between the variation in dose-volume parameters and the variation in the volume and morphology for the heart; however, the inconsistency of the variation in the volume and morphology for the LVM was a major factor that led to uncertainty in the dose-volume evaluation. In addition, the individualized local deformation registration technology should be applied in dose accumulation for the heart and LVM. BioMed Central 2018-08-10 /pmc/articles/PMC6086020/ /pubmed/30097045 http://dx.doi.org/10.1186/s13014-018-1093-z Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. 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.
spellingShingle Research
Tong, Ying
Yin, Yong
Cheng, Pinjing
Gong, Guanzhong
Impact of deformable image registration on dose accumulation applied electrocardiograph-gated 4DCT in the heart and left ventricular myocardium during esophageal cancer radiotherapy
title Impact of deformable image registration on dose accumulation applied electrocardiograph-gated 4DCT in the heart and left ventricular myocardium during esophageal cancer radiotherapy
title_full Impact of deformable image registration on dose accumulation applied electrocardiograph-gated 4DCT in the heart and left ventricular myocardium during esophageal cancer radiotherapy
title_fullStr Impact of deformable image registration on dose accumulation applied electrocardiograph-gated 4DCT in the heart and left ventricular myocardium during esophageal cancer radiotherapy
title_full_unstemmed Impact of deformable image registration on dose accumulation applied electrocardiograph-gated 4DCT in the heart and left ventricular myocardium during esophageal cancer radiotherapy
title_short Impact of deformable image registration on dose accumulation applied electrocardiograph-gated 4DCT in the heart and left ventricular myocardium during esophageal cancer radiotherapy
title_sort impact of deformable image registration on dose accumulation applied electrocardiograph-gated 4dct in the heart and left ventricular myocardium during esophageal cancer radiotherapy
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6086020/
https://www.ncbi.nlm.nih.gov/pubmed/30097045
http://dx.doi.org/10.1186/s13014-018-1093-z
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