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Evaluation of electromagnetic and nuclear scattering models in GATE/Geant4 for proton therapy

PURPOSE: The dose core of a proton pencil beam (PB) is enveloped by a low dose area reaching several centimeters off the central axis and containing a considerable amount of the dose. Adequate modeling of the different components of the PB profile is, therefore, required for accurate dose calculatio...

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Autores principales: Resch, Andreas F., Elia, Alessio, Fuchs, Hermann, Carlino, Antonio, Palmans, Hugo, Stock, Markus, Georg, Dietmar, Grevillot, Loïc
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6850424/
https://www.ncbi.nlm.nih.gov/pubmed/30870583
http://dx.doi.org/10.1002/mp.13472
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author Resch, Andreas F.
Elia, Alessio
Fuchs, Hermann
Carlino, Antonio
Palmans, Hugo
Stock, Markus
Georg, Dietmar
Grevillot, Loïc
author_facet Resch, Andreas F.
Elia, Alessio
Fuchs, Hermann
Carlino, Antonio
Palmans, Hugo
Stock, Markus
Georg, Dietmar
Grevillot, Loïc
author_sort Resch, Andreas F.
collection PubMed
description PURPOSE: The dose core of a proton pencil beam (PB) is enveloped by a low dose area reaching several centimeters off the central axis and containing a considerable amount of the dose. Adequate modeling of the different components of the PB profile is, therefore, required for accurate dose calculation. In this study, we experimentally validated one electromagnetic and two nuclear scattering models in GATE/Geant4 for dose calculation of proton beams in the therapeutic energy window (62–252 MeV) with and without range shifter (RaShi). METHODS: The multiple Coulomb scattering (MCS) model was validated by lateral dose core profiles measured for five energies at up to four depths from beam plateau to Bragg peak region. Nuclear halo profiles of single PBs were evaluated for three (62.4, 148.2, and 252.7 MeV) and two (97.4 and 124.7 MeV) energies, without and with RaShi, respectively. The influence of the dose core and nuclear halo on field sizes varying from 2–20 cm was evaluated by means of output factors (OFs), namely frame factors (FFs) and field size factors (FSFs), to quantify the relative increase of dose when increasing the field size. RESULTS: The relative increase in the dose core width in the simulations deviated negligibly from measurements for depths until 80% of the beam range, but was overestimated by up to 0.2 mm in σ toward the end of range for all energies. The dose halo region of the lateral dose profile agreed well with measurements in the open beam configuration, but was notably overestimated in the deepest measurement plane of the highest energy or when the beam passed through the RaShi. The root‐mean‐square deviations (RMSDs) between the simulated and the measured FSFs were less than 1% at all depths, but were higher in the second half of the beam range as compared to the first half or when traversing the RaShi. The deviations in one of the two tested hadron physics lists originated mostly in elastic scattering. The RMSDs could be reduced by approximately a factor of two by exchanging the default elastic scattering cross sections for protons. CONCLUSIONS: GATE/Geant4 agreed satisfyingly with most measured quantities. MCS was systematically overestimated toward the end of the beam range. Contributions from nuclear scattering were overestimated when the beam traversed the RaShi or at the depths close to the end of the beam range without RaShi. Both, field size effects and calculation uncertainties, increased when the beam traversed the RaShi. Measured field size effects were almost negligible for beams up to medium energy and were highest for the highest energy beam without RaShi, but vice versa when traversing the RaShi.
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spelling pubmed-68504242019-11-18 Evaluation of electromagnetic and nuclear scattering models in GATE/Geant4 for proton therapy Resch, Andreas F. Elia, Alessio Fuchs, Hermann Carlino, Antonio Palmans, Hugo Stock, Markus Georg, Dietmar Grevillot, Loïc Med Phys COMPUTATIONAL AND EXPERIMENTAL DOSIMETRY PURPOSE: The dose core of a proton pencil beam (PB) is enveloped by a low dose area reaching several centimeters off the central axis and containing a considerable amount of the dose. Adequate modeling of the different components of the PB profile is, therefore, required for accurate dose calculation. In this study, we experimentally validated one electromagnetic and two nuclear scattering models in GATE/Geant4 for dose calculation of proton beams in the therapeutic energy window (62–252 MeV) with and without range shifter (RaShi). METHODS: The multiple Coulomb scattering (MCS) model was validated by lateral dose core profiles measured for five energies at up to four depths from beam plateau to Bragg peak region. Nuclear halo profiles of single PBs were evaluated for three (62.4, 148.2, and 252.7 MeV) and two (97.4 and 124.7 MeV) energies, without and with RaShi, respectively. The influence of the dose core and nuclear halo on field sizes varying from 2–20 cm was evaluated by means of output factors (OFs), namely frame factors (FFs) and field size factors (FSFs), to quantify the relative increase of dose when increasing the field size. RESULTS: The relative increase in the dose core width in the simulations deviated negligibly from measurements for depths until 80% of the beam range, but was overestimated by up to 0.2 mm in σ toward the end of range for all energies. The dose halo region of the lateral dose profile agreed well with measurements in the open beam configuration, but was notably overestimated in the deepest measurement plane of the highest energy or when the beam passed through the RaShi. The root‐mean‐square deviations (RMSDs) between the simulated and the measured FSFs were less than 1% at all depths, but were higher in the second half of the beam range as compared to the first half or when traversing the RaShi. The deviations in one of the two tested hadron physics lists originated mostly in elastic scattering. The RMSDs could be reduced by approximately a factor of two by exchanging the default elastic scattering cross sections for protons. CONCLUSIONS: GATE/Geant4 agreed satisfyingly with most measured quantities. MCS was systematically overestimated toward the end of the beam range. Contributions from nuclear scattering were overestimated when the beam traversed the RaShi or at the depths close to the end of the beam range without RaShi. Both, field size effects and calculation uncertainties, increased when the beam traversed the RaShi. Measured field size effects were almost negligible for beams up to medium energy and were highest for the highest energy beam without RaShi, but vice versa when traversing the RaShi. John Wiley and Sons Inc. 2019-04-15 2019-05 /pmc/articles/PMC6850424/ /pubmed/30870583 http://dx.doi.org/10.1002/mp.13472 Text en © 2019 The Authors. 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 COMPUTATIONAL AND EXPERIMENTAL DOSIMETRY
Resch, Andreas F.
Elia, Alessio
Fuchs, Hermann
Carlino, Antonio
Palmans, Hugo
Stock, Markus
Georg, Dietmar
Grevillot, Loïc
Evaluation of electromagnetic and nuclear scattering models in GATE/Geant4 for proton therapy
title Evaluation of electromagnetic and nuclear scattering models in GATE/Geant4 for proton therapy
title_full Evaluation of electromagnetic and nuclear scattering models in GATE/Geant4 for proton therapy
title_fullStr Evaluation of electromagnetic and nuclear scattering models in GATE/Geant4 for proton therapy
title_full_unstemmed Evaluation of electromagnetic and nuclear scattering models in GATE/Geant4 for proton therapy
title_short Evaluation of electromagnetic and nuclear scattering models in GATE/Geant4 for proton therapy
title_sort evaluation of electromagnetic and nuclear scattering models in gate/geant4 for proton therapy
topic COMPUTATIONAL AND EXPERIMENTAL DOSIMETRY
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6850424/
https://www.ncbi.nlm.nih.gov/pubmed/30870583
http://dx.doi.org/10.1002/mp.13472
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