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Sensitivity analysis of Monte Carlo model of a gantry‐mounted passively scattered proton system

PURPOSE: This study aimed to present guidance on the correlation between treatment nozzle and proton source parameters, and dose distribution of a passive double scattering compact proton therapy unit, known as Mevion S250. METHODS: All 24 beam options were modeled using the MCNPX MC code. The calcu...

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Autores principales: Baradaran‐Ghahfarokhi, Milad, Reynoso, Francisco, Prusator, Michael T., Sun, Baozhou, Zhao, Tianyu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7021009/
https://www.ncbi.nlm.nih.gov/pubmed/31898873
http://dx.doi.org/10.1002/acm2.12803
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author Baradaran‐Ghahfarokhi, Milad
Reynoso, Francisco
Prusator, Michael T.
Sun, Baozhou
Zhao, Tianyu
author_facet Baradaran‐Ghahfarokhi, Milad
Reynoso, Francisco
Prusator, Michael T.
Sun, Baozhou
Zhao, Tianyu
author_sort Baradaran‐Ghahfarokhi, Milad
collection PubMed
description PURPOSE: This study aimed to present guidance on the correlation between treatment nozzle and proton source parameters, and dose distribution of a passive double scattering compact proton therapy unit, known as Mevion S250. METHODS: All 24 beam options were modeled using the MCNPX MC code. The calculated physical dose for pristine peak, profiles, and spread out Bragg peak (SOBP) were benchmarked with the measured data. Track‐averaged LET (LET(t)) and dose‐averaged LET (LET(d)) distributions were also calculated. For the sensitivity investigations, proton beam line parameters including Average Energy (AE), Energy Spread (ES), Spot Size (SS), Beam Angle (BA), Beam Offset (OA), and Second scatter Offset (SO) from central Axis, and also First Scatter (FS) thickness were simulated in different stages to obtain the uncertainty of the derived results on the physical dose and LET distribution in a water phantom. RESULTS: For the physical dose distribution, the MCNPX MC model matched measurements data for all the options to within 2 mm and 2% criterion. The Mevion S250 was found to have a LET(t) between 0.46 and 8.76 keV.μm(–1) and a corresponding LET(d) between 0.84 and 15.91 keV.μm(–1). For all the options, the AE and ES had the greatest effect on the resulting depth of pristine peak and peak‐to‐plateau ratio respectively. BA, OA, and SO significantly decreased the flatness and symmetry of the profiles. The LETs were found to be sensitive to the AE, ES, and SS, especially in the peak region. CONCLUSIONS: This study revealed the importance of considering detailed beam parameters, and identifying those that resulted in large effects on the physical dose distribution and LETs for a compact proton therapy machine.
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spelling pubmed-70210092020-03-06 Sensitivity analysis of Monte Carlo model of a gantry‐mounted passively scattered proton system Baradaran‐Ghahfarokhi, Milad Reynoso, Francisco Prusator, Michael T. Sun, Baozhou Zhao, Tianyu J Appl Clin Med Phys Radiation Oncology Physics PURPOSE: This study aimed to present guidance on the correlation between treatment nozzle and proton source parameters, and dose distribution of a passive double scattering compact proton therapy unit, known as Mevion S250. METHODS: All 24 beam options were modeled using the MCNPX MC code. The calculated physical dose for pristine peak, profiles, and spread out Bragg peak (SOBP) were benchmarked with the measured data. Track‐averaged LET (LET(t)) and dose‐averaged LET (LET(d)) distributions were also calculated. For the sensitivity investigations, proton beam line parameters including Average Energy (AE), Energy Spread (ES), Spot Size (SS), Beam Angle (BA), Beam Offset (OA), and Second scatter Offset (SO) from central Axis, and also First Scatter (FS) thickness were simulated in different stages to obtain the uncertainty of the derived results on the physical dose and LET distribution in a water phantom. RESULTS: For the physical dose distribution, the MCNPX MC model matched measurements data for all the options to within 2 mm and 2% criterion. The Mevion S250 was found to have a LET(t) between 0.46 and 8.76 keV.μm(–1) and a corresponding LET(d) between 0.84 and 15.91 keV.μm(–1). For all the options, the AE and ES had the greatest effect on the resulting depth of pristine peak and peak‐to‐plateau ratio respectively. BA, OA, and SO significantly decreased the flatness and symmetry of the profiles. The LETs were found to be sensitive to the AE, ES, and SS, especially in the peak region. CONCLUSIONS: This study revealed the importance of considering detailed beam parameters, and identifying those that resulted in large effects on the physical dose distribution and LETs for a compact proton therapy machine. John Wiley and Sons Inc. 2020-01-03 /pmc/articles/PMC7021009/ /pubmed/31898873 http://dx.doi.org/10.1002/acm2.12803 Text en © 2020 The Authors. Journal of Applied Clinical Medical Physics published by Wiley Periodicals, Inc. on behalf of American Association of Physicists in Medicine. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Radiation Oncology Physics
Baradaran‐Ghahfarokhi, Milad
Reynoso, Francisco
Prusator, Michael T.
Sun, Baozhou
Zhao, Tianyu
Sensitivity analysis of Monte Carlo model of a gantry‐mounted passively scattered proton system
title Sensitivity analysis of Monte Carlo model of a gantry‐mounted passively scattered proton system
title_full Sensitivity analysis of Monte Carlo model of a gantry‐mounted passively scattered proton system
title_fullStr Sensitivity analysis of Monte Carlo model of a gantry‐mounted passively scattered proton system
title_full_unstemmed Sensitivity analysis of Monte Carlo model of a gantry‐mounted passively scattered proton system
title_short Sensitivity analysis of Monte Carlo model of a gantry‐mounted passively scattered proton system
title_sort sensitivity analysis of monte carlo model of a gantry‐mounted passively scattered proton system
topic Radiation Oncology Physics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7021009/
https://www.ncbi.nlm.nih.gov/pubmed/31898873
http://dx.doi.org/10.1002/acm2.12803
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