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Evaluating Proton Dose and Associated Range Uncertainty Using Daily Cone-Beam CT

PURPOSE: This study aimed to quantitatively evaluate the range uncertainties that arise from daily cone-beam CT (CBCT) images for proton dose calculation compared to CT using a measurement-based technique. METHODS: For head and thorax phantoms, wedge-shaped intensity-modulated proton therapy (IMPT)...

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Autores principales: Li, Heng, Hrinivich, William T., Chen, Hao, Sheikh, Khadija, Ho, Meng Wei, Ger, Rachel, Liu, Dezhi, Hales, Russell Kenneth, Voong, Khinh Ranh, Halthore, Aditya, Deville, Curtiland
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9016186/
https://www.ncbi.nlm.nih.gov/pubmed/35449577
http://dx.doi.org/10.3389/fonc.2022.830981
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author Li, Heng
Hrinivich, William T.
Chen, Hao
Sheikh, Khadija
Ho, Meng Wei
Ger, Rachel
Liu, Dezhi
Hales, Russell Kenneth
Voong, Khinh Ranh
Halthore, Aditya
Deville, Curtiland
author_facet Li, Heng
Hrinivich, William T.
Chen, Hao
Sheikh, Khadija
Ho, Meng Wei
Ger, Rachel
Liu, Dezhi
Hales, Russell Kenneth
Voong, Khinh Ranh
Halthore, Aditya
Deville, Curtiland
author_sort Li, Heng
collection PubMed
description PURPOSE: This study aimed to quantitatively evaluate the range uncertainties that arise from daily cone-beam CT (CBCT) images for proton dose calculation compared to CT using a measurement-based technique. METHODS: For head and thorax phantoms, wedge-shaped intensity-modulated proton therapy (IMPT) treatment plans were created such that the gradient of the wedge intersected and was measured with a 2D ion chamber array. The measured 2D dose distributions were compared with 2D dose planes extracted from the dose distributions using the IMPT plan calculated on CT and CBCT. Treatment plans of a thymoma cancer patient treated with breath-hold (BH) IMPT were recalculated on 28 CBCTs and 9 CTs, and the resulting dose distributions were compared. RESULTS: The range uncertainties for the head phantom were determined to be 1.2% with CBCT, compared to 0.5% for CT, whereas the range uncertainties for the thorax phantom were 2.1% with CBCT, compared to 0.8% for CT. The doses calculated on CBCT and CT were similar with similar anatomy changes. For the thymoma patient, the primary source of anatomy change was the BH uncertainty, which could be up to 8 mm in the superior–inferior (SI) direction. CONCLUSION: We developed a measurement-based range uncertainty evaluation method with high sensitivity and used it to validate the accuracy of CBCT-based range and dose calculation. Our study demonstrated that the CBCT-based dose calculation could be used for daily dose validation in selected proton patients.
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spelling pubmed-90161862022-04-20 Evaluating Proton Dose and Associated Range Uncertainty Using Daily Cone-Beam CT Li, Heng Hrinivich, William T. Chen, Hao Sheikh, Khadija Ho, Meng Wei Ger, Rachel Liu, Dezhi Hales, Russell Kenneth Voong, Khinh Ranh Halthore, Aditya Deville, Curtiland Front Oncol Oncology PURPOSE: This study aimed to quantitatively evaluate the range uncertainties that arise from daily cone-beam CT (CBCT) images for proton dose calculation compared to CT using a measurement-based technique. METHODS: For head and thorax phantoms, wedge-shaped intensity-modulated proton therapy (IMPT) treatment plans were created such that the gradient of the wedge intersected and was measured with a 2D ion chamber array. The measured 2D dose distributions were compared with 2D dose planes extracted from the dose distributions using the IMPT plan calculated on CT and CBCT. Treatment plans of a thymoma cancer patient treated with breath-hold (BH) IMPT were recalculated on 28 CBCTs and 9 CTs, and the resulting dose distributions were compared. RESULTS: The range uncertainties for the head phantom were determined to be 1.2% with CBCT, compared to 0.5% for CT, whereas the range uncertainties for the thorax phantom were 2.1% with CBCT, compared to 0.8% for CT. The doses calculated on CBCT and CT were similar with similar anatomy changes. For the thymoma patient, the primary source of anatomy change was the BH uncertainty, which could be up to 8 mm in the superior–inferior (SI) direction. CONCLUSION: We developed a measurement-based range uncertainty evaluation method with high sensitivity and used it to validate the accuracy of CBCT-based range and dose calculation. Our study demonstrated that the CBCT-based dose calculation could be used for daily dose validation in selected proton patients. Frontiers Media S.A. 2022-04-05 /pmc/articles/PMC9016186/ /pubmed/35449577 http://dx.doi.org/10.3389/fonc.2022.830981 Text en Copyright © 2022 Li, Hrinivich, Chen, Sheikh, Ho, Ger, Liu, Hales, Voong, Halthore and Deville https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Oncology
Li, Heng
Hrinivich, William T.
Chen, Hao
Sheikh, Khadija
Ho, Meng Wei
Ger, Rachel
Liu, Dezhi
Hales, Russell Kenneth
Voong, Khinh Ranh
Halthore, Aditya
Deville, Curtiland
Evaluating Proton Dose and Associated Range Uncertainty Using Daily Cone-Beam CT
title Evaluating Proton Dose and Associated Range Uncertainty Using Daily Cone-Beam CT
title_full Evaluating Proton Dose and Associated Range Uncertainty Using Daily Cone-Beam CT
title_fullStr Evaluating Proton Dose and Associated Range Uncertainty Using Daily Cone-Beam CT
title_full_unstemmed Evaluating Proton Dose and Associated Range Uncertainty Using Daily Cone-Beam CT
title_short Evaluating Proton Dose and Associated Range Uncertainty Using Daily Cone-Beam CT
title_sort evaluating proton dose and associated range uncertainty using daily cone-beam ct
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9016186/
https://www.ncbi.nlm.nih.gov/pubmed/35449577
http://dx.doi.org/10.3389/fonc.2022.830981
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