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The Dose Accumulation and The Impact of Deformable Image Registration on Dose Reporting Parameters in a Moving Patient Undergoing Proton Radiotherapy

INTRODUCTION: Potential changes in patient anatomy during proton radiotherapy may lead to a deviation of the delivered dose. A dose estimate can be computed through a deformable image registration (DIR) driven dose accumulation. The present study evaluates the accumulated dose uncertainties in a pat...

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Autores principales: Razdevsek, Gasper, Simoncic, Urban, Snoj, Luka, Studen, Andrej
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Sciendo 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9122289/
https://www.ncbi.nlm.nih.gov/pubmed/35575586
http://dx.doi.org/10.2478/raon-2022-0016
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author Razdevsek, Gasper
Simoncic, Urban
Snoj, Luka
Studen, Andrej
author_facet Razdevsek, Gasper
Simoncic, Urban
Snoj, Luka
Studen, Andrej
author_sort Razdevsek, Gasper
collection PubMed
description INTRODUCTION: Potential changes in patient anatomy during proton radiotherapy may lead to a deviation of the delivered dose. A dose estimate can be computed through a deformable image registration (DIR) driven dose accumulation. The present study evaluates the accumulated dose uncertainties in a patient subject to an inadvertent breathing associated motion. MATERIALS AND METHODS: A virtual lung tumour was inserted into a pair of single participant landmark annotated computed tomography images depicting opposite breathing phases, with the deep inspiration breath-hold the planning reference and the exhale the off-reference geometry. A novel Monte Carlo N-Particle, Version 6 (MCNP6) dose engine was developed, validated and used in treatment plan optimization. Three DIR methods were compared and used to transfer the exhale simulated dose to the reference geometry. Dose conformity and homogeneity measures from International Committee on Radioactivity Units and Measurements (ICRU) reports 78 and 83 were evaluated on simulated dose distributions registered with different DIR algorithms. RESULTS: The MCNP6 dose engine handled patient-like geometries in reasonable dose calculation times. All registration methods were able to align image associated landmarks to distances, comparable to voxel sizes. A moderate deterioration of ICRU measures was encountered in comparing doses in on and off-reference anatomy. There were statistically significant DIR driven differences in ICRU measures, particularly a 10% difference in the relative D(98%) for planning tumour volume and in the 3 mm/3% gamma passing rate. CONCLUSIONS: T he dose accumulation over two anatomies resulted in a DIR driven uncertainty, important in reporting the associated ICRU measures for quality assurance.
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spelling pubmed-91222892022-06-01 The Dose Accumulation and The Impact of Deformable Image Registration on Dose Reporting Parameters in a Moving Patient Undergoing Proton Radiotherapy Razdevsek, Gasper Simoncic, Urban Snoj, Luka Studen, Andrej Radiol Oncol Research Article INTRODUCTION: Potential changes in patient anatomy during proton radiotherapy may lead to a deviation of the delivered dose. A dose estimate can be computed through a deformable image registration (DIR) driven dose accumulation. The present study evaluates the accumulated dose uncertainties in a patient subject to an inadvertent breathing associated motion. MATERIALS AND METHODS: A virtual lung tumour was inserted into a pair of single participant landmark annotated computed tomography images depicting opposite breathing phases, with the deep inspiration breath-hold the planning reference and the exhale the off-reference geometry. A novel Monte Carlo N-Particle, Version 6 (MCNP6) dose engine was developed, validated and used in treatment plan optimization. Three DIR methods were compared and used to transfer the exhale simulated dose to the reference geometry. Dose conformity and homogeneity measures from International Committee on Radioactivity Units and Measurements (ICRU) reports 78 and 83 were evaluated on simulated dose distributions registered with different DIR algorithms. RESULTS: The MCNP6 dose engine handled patient-like geometries in reasonable dose calculation times. All registration methods were able to align image associated landmarks to distances, comparable to voxel sizes. A moderate deterioration of ICRU measures was encountered in comparing doses in on and off-reference anatomy. There were statistically significant DIR driven differences in ICRU measures, particularly a 10% difference in the relative D(98%) for planning tumour volume and in the 3 mm/3% gamma passing rate. CONCLUSIONS: T he dose accumulation over two anatomies resulted in a DIR driven uncertainty, important in reporting the associated ICRU measures for quality assurance. Sciendo 2022-05-17 /pmc/articles/PMC9122289/ /pubmed/35575586 http://dx.doi.org/10.2478/raon-2022-0016 Text en © 2022 Gasper Razdevsek, Urban Simoncic, Luka Snoj, Andrej Studen, published by Sciendo https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under the Creative Commons Attribution 4.0 International License.
spellingShingle Research Article
Razdevsek, Gasper
Simoncic, Urban
Snoj, Luka
Studen, Andrej
The Dose Accumulation and The Impact of Deformable Image Registration on Dose Reporting Parameters in a Moving Patient Undergoing Proton Radiotherapy
title The Dose Accumulation and The Impact of Deformable Image Registration on Dose Reporting Parameters in a Moving Patient Undergoing Proton Radiotherapy
title_full The Dose Accumulation and The Impact of Deformable Image Registration on Dose Reporting Parameters in a Moving Patient Undergoing Proton Radiotherapy
title_fullStr The Dose Accumulation and The Impact of Deformable Image Registration on Dose Reporting Parameters in a Moving Patient Undergoing Proton Radiotherapy
title_full_unstemmed The Dose Accumulation and The Impact of Deformable Image Registration on Dose Reporting Parameters in a Moving Patient Undergoing Proton Radiotherapy
title_short The Dose Accumulation and The Impact of Deformable Image Registration on Dose Reporting Parameters in a Moving Patient Undergoing Proton Radiotherapy
title_sort dose accumulation and the impact of deformable image registration on dose reporting parameters in a moving patient undergoing proton radiotherapy
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9122289/
https://www.ncbi.nlm.nih.gov/pubmed/35575586
http://dx.doi.org/10.2478/raon-2022-0016
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