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Intrafraction tumor motion monitoring and dose reconstruction for liver pencil beam scanning proton therapy
BACKGROUND: Pencil beam scanning (PBS) proton therapy can provide highly conformal target dose distributions and healthy tissue sparing. However, proton therapy of hepatocellular carcinoma (HCC) is prone to dosimetrical uncertainties induced by respiratory motion. This study aims to develop intra-tr...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10019817/ https://www.ncbi.nlm.nih.gov/pubmed/36937392 http://dx.doi.org/10.3389/fonc.2023.1112481 |
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author | Nankali, Saber Worm, Esben Schjødt Thomsen, Jakob Borup Stick, Line Bjerregaard Bertholet, Jenny Høyer, Morten Weber, Britta Mortensen, Hanna Rahbek Poulsen, Per Rugaard |
author_facet | Nankali, Saber Worm, Esben Schjødt Thomsen, Jakob Borup Stick, Line Bjerregaard Bertholet, Jenny Høyer, Morten Weber, Britta Mortensen, Hanna Rahbek Poulsen, Per Rugaard |
author_sort | Nankali, Saber |
collection | PubMed |
description | BACKGROUND: Pencil beam scanning (PBS) proton therapy can provide highly conformal target dose distributions and healthy tissue sparing. However, proton therapy of hepatocellular carcinoma (HCC) is prone to dosimetrical uncertainties induced by respiratory motion. This study aims to develop intra-treatment tumor motion monitoring during respiratory gated proton therapy and combine it with motion-including dose reconstruction to estimate the delivered tumor doses for individual HCC treatment fractions. METHODS: Three HCC-patients were planned to receive 58 GyRBE (n=2) or 67.5 GyRBE (n=1) of exhale respiratory gated PBS proton therapy in 15 fractions. The treatment planning was based on the exhale phase of a 4-dimensional CT scan. Daily setup was based on cone-beam CT (CBCT) imaging of three implanted fiducial markers. An external marker block (RPM) on the patient’s abdomen was used for exhale gating in free breathing. This study was based on 5 fractions (patient 1), 1 fraction (patient 2) and 6 fractions (patient 3) where a post-treatment control CBCT was available. After treatment, segmented 2D marker positions in the post-treatment CBCT projections provided the estimated 3D motion trajectory during the CBCT by a probability-based method. An external-internal correlation model (ECM) that estimated the tumor motion from the RPM motion was built from the synchronized RPM signal and marker motion in the CBCT. The ECM was then used to estimate intra-treatment tumor motion. Finally, the motion-including CTV dose was estimated using a dose reconstruction method that emulates tumor motion in beam’s eye view as lateral spot shifts and in-depth motion as changes in the proton beam energy. The CTV homogeneity index (HI) The CTV homogeneity index (HI) was calculated as [Formula: see text] . RESULTS: The tumor position during spot delivery had a root-mean-square error of 1.3 mm in left-right, 2.8 mm in cranio-caudal and 1.7 mm in anterior-posterior directions compared to the planned position. On average, the CTV HI was larger than planned by 3.7%-points (range: 1.0-6.6%-points) for individual fractions and by 0.7%-points (range: 0.3-1.1%-points) for the average dose of 5 or 6 fractions. CONCLUSIONS: A method to estimate internal tumor motion and reconstruct the motion-including fraction dose for PBS proton therapy of HCC was developed and demonstrated successfully clinically. |
format | Online Article Text |
id | pubmed-10019817 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-100198172023-03-17 Intrafraction tumor motion monitoring and dose reconstruction for liver pencil beam scanning proton therapy Nankali, Saber Worm, Esben Schjødt Thomsen, Jakob Borup Stick, Line Bjerregaard Bertholet, Jenny Høyer, Morten Weber, Britta Mortensen, Hanna Rahbek Poulsen, Per Rugaard Front Oncol Oncology BACKGROUND: Pencil beam scanning (PBS) proton therapy can provide highly conformal target dose distributions and healthy tissue sparing. However, proton therapy of hepatocellular carcinoma (HCC) is prone to dosimetrical uncertainties induced by respiratory motion. This study aims to develop intra-treatment tumor motion monitoring during respiratory gated proton therapy and combine it with motion-including dose reconstruction to estimate the delivered tumor doses for individual HCC treatment fractions. METHODS: Three HCC-patients were planned to receive 58 GyRBE (n=2) or 67.5 GyRBE (n=1) of exhale respiratory gated PBS proton therapy in 15 fractions. The treatment planning was based on the exhale phase of a 4-dimensional CT scan. Daily setup was based on cone-beam CT (CBCT) imaging of three implanted fiducial markers. An external marker block (RPM) on the patient’s abdomen was used for exhale gating in free breathing. This study was based on 5 fractions (patient 1), 1 fraction (patient 2) and 6 fractions (patient 3) where a post-treatment control CBCT was available. After treatment, segmented 2D marker positions in the post-treatment CBCT projections provided the estimated 3D motion trajectory during the CBCT by a probability-based method. An external-internal correlation model (ECM) that estimated the tumor motion from the RPM motion was built from the synchronized RPM signal and marker motion in the CBCT. The ECM was then used to estimate intra-treatment tumor motion. Finally, the motion-including CTV dose was estimated using a dose reconstruction method that emulates tumor motion in beam’s eye view as lateral spot shifts and in-depth motion as changes in the proton beam energy. The CTV homogeneity index (HI) The CTV homogeneity index (HI) was calculated as [Formula: see text] . RESULTS: The tumor position during spot delivery had a root-mean-square error of 1.3 mm in left-right, 2.8 mm in cranio-caudal and 1.7 mm in anterior-posterior directions compared to the planned position. On average, the CTV HI was larger than planned by 3.7%-points (range: 1.0-6.6%-points) for individual fractions and by 0.7%-points (range: 0.3-1.1%-points) for the average dose of 5 or 6 fractions. CONCLUSIONS: A method to estimate internal tumor motion and reconstruct the motion-including fraction dose for PBS proton therapy of HCC was developed and demonstrated successfully clinically. Frontiers Media S.A. 2023-03-02 /pmc/articles/PMC10019817/ /pubmed/36937392 http://dx.doi.org/10.3389/fonc.2023.1112481 Text en Copyright © 2023 Nankali, Worm, Thomsen, Stick, Bertholet, Høyer, Weber, Mortensen and Poulsen 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 Nankali, Saber Worm, Esben Schjødt Thomsen, Jakob Borup Stick, Line Bjerregaard Bertholet, Jenny Høyer, Morten Weber, Britta Mortensen, Hanna Rahbek Poulsen, Per Rugaard Intrafraction tumor motion monitoring and dose reconstruction for liver pencil beam scanning proton therapy |
title | Intrafraction tumor motion monitoring and dose reconstruction for liver pencil beam scanning proton therapy |
title_full | Intrafraction tumor motion monitoring and dose reconstruction for liver pencil beam scanning proton therapy |
title_fullStr | Intrafraction tumor motion monitoring and dose reconstruction for liver pencil beam scanning proton therapy |
title_full_unstemmed | Intrafraction tumor motion monitoring and dose reconstruction for liver pencil beam scanning proton therapy |
title_short | Intrafraction tumor motion monitoring and dose reconstruction for liver pencil beam scanning proton therapy |
title_sort | intrafraction tumor motion monitoring and dose reconstruction for liver pencil beam scanning proton therapy |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10019817/ https://www.ncbi.nlm.nih.gov/pubmed/36937392 http://dx.doi.org/10.3389/fonc.2023.1112481 |
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