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Treatment planning and 4D robust evaluation strategy for proton therapy of lung tumors with large motion amplitude

PURPOSE: Intensity‐modulated proton therapy (IMPT) for lung tumors with a large tumor movement is challenging due to loss of robustness in the target coverage. Often an upper cut‐off at 5‐mm tumor movement is used for proton patient selection. In this study, we propose (1) a robust and easily implem...

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Autores principales: Taasti, Vicki Trier, Hattu, Djoya, Vaassen, Femke, Canters, Richard, Velders, Marije, Mannens, Jolein, van Loon, Judith, Rinaldi, Ilaria, Unipan, Mirko, van Elmpt, Wouter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8456954/
https://www.ncbi.nlm.nih.gov/pubmed/34214201
http://dx.doi.org/10.1002/mp.15067
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author Taasti, Vicki Trier
Hattu, Djoya
Vaassen, Femke
Canters, Richard
Velders, Marije
Mannens, Jolein
van Loon, Judith
Rinaldi, Ilaria
Unipan, Mirko
van Elmpt, Wouter
author_facet Taasti, Vicki Trier
Hattu, Djoya
Vaassen, Femke
Canters, Richard
Velders, Marije
Mannens, Jolein
van Loon, Judith
Rinaldi, Ilaria
Unipan, Mirko
van Elmpt, Wouter
author_sort Taasti, Vicki Trier
collection PubMed
description PURPOSE: Intensity‐modulated proton therapy (IMPT) for lung tumors with a large tumor movement is challenging due to loss of robustness in the target coverage. Often an upper cut‐off at 5‐mm tumor movement is used for proton patient selection. In this study, we propose (1) a robust and easily implementable treatment planning strategy for lung tumors with a movement larger than 5 mm, and (2) a four‐dimensional computed tomography (4DCT) robust evaluation strategy for evaluating the dose distribution on the breathing phases. MATERIALS AND METHODS: We created a treatment planning strategy based on the internal target volume (ITV) concept (aim 1). The ITV was created as a union of the clinical target volumes (CTVs) on the eight 4DCT phases. The ITV expanded by 2 mm was the target during robust optimization on the average CT (avgCT). The clinical plan acceptability was judged based on a robust evaluation, computing the voxel‐wise min and max (VWmin/max) doses over 28 error scenarios (range and setup errors) on the avgCT. The plans were created in RayStation (RaySearch Laboratories, Stockholm, Sweden) using a Monte Carlo dose engine, commissioned for our Mevion S250i Hyperscan system (Mevion Medical Systems, Littleton, MA, USA). We developed a new 4D robust evaluation approach (4DRobAvg; aim 2). The 28 scenario doses were computed on each individual 4DCT phase. For each scenario, the dose distributions on the individual phases were deformed to the reference phase and combined to a weighted sum, resulting in 28 weighted sum scenario dose distributions. From these 28 scenario doses, VWmin/max doses were computed. This new 4D robust evaluation was compared to two simpler 4D evaluation strategies: re‐computing the nominal plan on each individual 4DCT phase (4DNom) and computing the robust VWmin/max doses on each individual phase (4DRobInd). The treatment planning and dose evaluation strategies were evaluated for 16 lung cancer patients with tumor movement of 4–26 mm. RESULTS: The ratio of the ITV and CTV volumes increased linearly with the tumor amplitude, with an average ratio of 1.4. Despite large ITV volumes, a clinically acceptable plan fulfilling all target and organ at risk (OAR) constraints was feasible for all patients. The 4DNom and 4DRobInd evaluation strategies were found to under‐ or overestimate the dosimetric effect of the tumor movement, respectively. 4DRobInd showed target underdosage for five patients, not observed in the robust evaluation on the avgCT or in 4DRobAvg. The accuracy of dose deformation used in 4DRobAvg was quantified and found acceptable, with differences for the dose‐volume parameters below 1 Gy in most cases. CONCLUSION: The proposed ITV‐based planning strategy on the avgCT was found to be a clinically feasible approach with adequate tumor coverage and no OAR overdosage even for large tumor movement. The new proposed 4D robust evaluation, 4DRobAvg, was shown to give an easily interpretable understanding of the effect of respiratory motion dose distribution, and to give an accurate estimate of the dose delivered in the different breathing phases.
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spelling pubmed-84569542021-09-27 Treatment planning and 4D robust evaluation strategy for proton therapy of lung tumors with large motion amplitude Taasti, Vicki Trier Hattu, Djoya Vaassen, Femke Canters, Richard Velders, Marije Mannens, Jolein van Loon, Judith Rinaldi, Ilaria Unipan, Mirko van Elmpt, Wouter Med Phys EMERGING IMAGING AND THERAPY MODALITIES PURPOSE: Intensity‐modulated proton therapy (IMPT) for lung tumors with a large tumor movement is challenging due to loss of robustness in the target coverage. Often an upper cut‐off at 5‐mm tumor movement is used for proton patient selection. In this study, we propose (1) a robust and easily implementable treatment planning strategy for lung tumors with a movement larger than 5 mm, and (2) a four‐dimensional computed tomography (4DCT) robust evaluation strategy for evaluating the dose distribution on the breathing phases. MATERIALS AND METHODS: We created a treatment planning strategy based on the internal target volume (ITV) concept (aim 1). The ITV was created as a union of the clinical target volumes (CTVs) on the eight 4DCT phases. The ITV expanded by 2 mm was the target during robust optimization on the average CT (avgCT). The clinical plan acceptability was judged based on a robust evaluation, computing the voxel‐wise min and max (VWmin/max) doses over 28 error scenarios (range and setup errors) on the avgCT. The plans were created in RayStation (RaySearch Laboratories, Stockholm, Sweden) using a Monte Carlo dose engine, commissioned for our Mevion S250i Hyperscan system (Mevion Medical Systems, Littleton, MA, USA). We developed a new 4D robust evaluation approach (4DRobAvg; aim 2). The 28 scenario doses were computed on each individual 4DCT phase. For each scenario, the dose distributions on the individual phases were deformed to the reference phase and combined to a weighted sum, resulting in 28 weighted sum scenario dose distributions. From these 28 scenario doses, VWmin/max doses were computed. This new 4D robust evaluation was compared to two simpler 4D evaluation strategies: re‐computing the nominal plan on each individual 4DCT phase (4DNom) and computing the robust VWmin/max doses on each individual phase (4DRobInd). The treatment planning and dose evaluation strategies were evaluated for 16 lung cancer patients with tumor movement of 4–26 mm. RESULTS: The ratio of the ITV and CTV volumes increased linearly with the tumor amplitude, with an average ratio of 1.4. Despite large ITV volumes, a clinically acceptable plan fulfilling all target and organ at risk (OAR) constraints was feasible for all patients. The 4DNom and 4DRobInd evaluation strategies were found to under‐ or overestimate the dosimetric effect of the tumor movement, respectively. 4DRobInd showed target underdosage for five patients, not observed in the robust evaluation on the avgCT or in 4DRobAvg. The accuracy of dose deformation used in 4DRobAvg was quantified and found acceptable, with differences for the dose‐volume parameters below 1 Gy in most cases. CONCLUSION: The proposed ITV‐based planning strategy on the avgCT was found to be a clinically feasible approach with adequate tumor coverage and no OAR overdosage even for large tumor movement. The new proposed 4D robust evaluation, 4DRobAvg, was shown to give an easily interpretable understanding of the effect of respiratory motion dose distribution, and to give an accurate estimate of the dose delivered in the different breathing phases. John Wiley and Sons Inc. 2021-07-17 2021-08 /pmc/articles/PMC8456954/ /pubmed/34214201 http://dx.doi.org/10.1002/mp.15067 Text en © 2021 The Authors. Medical Physics published by Wiley Periodicals LLC on behalf of American Association of Physicists in Medicine. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle EMERGING IMAGING AND THERAPY MODALITIES
Taasti, Vicki Trier
Hattu, Djoya
Vaassen, Femke
Canters, Richard
Velders, Marije
Mannens, Jolein
van Loon, Judith
Rinaldi, Ilaria
Unipan, Mirko
van Elmpt, Wouter
Treatment planning and 4D robust evaluation strategy for proton therapy of lung tumors with large motion amplitude
title Treatment planning and 4D robust evaluation strategy for proton therapy of lung tumors with large motion amplitude
title_full Treatment planning and 4D robust evaluation strategy for proton therapy of lung tumors with large motion amplitude
title_fullStr Treatment planning and 4D robust evaluation strategy for proton therapy of lung tumors with large motion amplitude
title_full_unstemmed Treatment planning and 4D robust evaluation strategy for proton therapy of lung tumors with large motion amplitude
title_short Treatment planning and 4D robust evaluation strategy for proton therapy of lung tumors with large motion amplitude
title_sort treatment planning and 4d robust evaluation strategy for proton therapy of lung tumors with large motion amplitude
topic EMERGING IMAGING AND THERAPY MODALITIES
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8456954/
https://www.ncbi.nlm.nih.gov/pubmed/34214201
http://dx.doi.org/10.1002/mp.15067
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