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一种快速的三维射程调制器输送方法:在包括稳健性分析的瓦里安ProBeam系统上对FLUKA模型进行验证。

A Fast 3D Range-Modulator Delivery Approach: Validation of the FLUKA Model on a Varian ProBeam System Including a Robustness Analysis.

作者信息

Simeonov Yuri, Weber Ulrich, Krieger Miriam, Schuy Christoph, Folkerts Michael, Paquet Gerard, Lansonneur Pierre, Penchev Petar, Zink Klemens

机构信息

Institute of Medical Physics and Radiation Protection (IMPS), University of Applied Sciences, 35390 Giessen, Germany.

Biophysics Division, GSI Helmholtzzentrum für Schwerionenforschung GmbH, 64291 Darmstadt, Germany.

出版信息

Cancers (Basel). 2024 Oct 16;16(20):3498. doi: 10.3390/cancers16203498.

DOI:10.3390/cancers16203498
PMID:39456592
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11505765/
Abstract

A 3D range-modulator (RM), optimized for a single energy and a specific target shape, is a promising and viable solution for the ultra-fast dose delivery in particle therapy. The aim of this work was to investigate the impact of potential beam and modulator misalignments on the dose distribution. Moreover, the FLUKA Monte Carlo model, capable of simulating 3D RMs, was adjusted and validated for the 250 MeV single-energy proton irradiation from a Varian ProBeam system. A 3D RM was designed for a cube target shape rotated 45° around two axes using a Varian-internal research version of the Eclipse treatment planning software, and the resulting dose distribution was simulated in a water phantom. Deviations from the ideal alignment were introduced, and the dose distributions from the modified simulations were compared to the original unmodified one. Finally, the FLUKA model and the workflow were validated with base-line data measurements and dose measurements of the manufactured modulator prototype at the HollandPTC facility in Delft. The adjusted FLUKA model, optimized particularly in the scope of a single-energy FLASH irradiation with a PMMA pre-absorber, demonstrated very good agreement with the measured dose distribution resulting from the 3D RM. Dose deviations resulting from modulator-beam axis misalignments depend on the specific 3D RM and its shape, pin aspect ratio, rotation angle, rotation point, etc. A minor modulator shift was found to be more relevant for the distal dose distribution than for the spread-out Bragg Peak (SOBP) homogeneity. On the other hand, a modulator tilt (rotation away from the beam axis) substantially affected not only the depth dose profile, transforming a flat SOBP into a broad, Gaussian-like distribution with increasing rotation angle, but also shifted the lateral dose distribution considerably. This work strives to increase awareness and highlight potential pitfalls as the 3D RM method progresses from a purely research concept to pre-clinical studies and human trials. Ensuring that gantry rotation and the combined weight of RM, PMMA, and aperture do not introduce alignment issues is critical. Given all the other range and positioning uncertainties, etc., not related to the modulator, the RM must be aligned with an accuracy below 1° in order to preserve a clinically acceptable total uncertainty budget. Careful consideration of critical parameters like the pin aspect ratio and possibly a novel robust modulator geometry optimization are potential additional strategies to mitigate the impact of positioning on the resulting dose. Finally, even the rotated cube 3D modulator with high aspect ratio pin structures (~80 mm height to 3 mm pin base width) was found to be relatively robust against a slight misalignment of 0.5° rotation or a 1.5 mm shift in one dimension perpendicular to the beam axis. Given a reliable positioning and QA concept, the additional uncertainties introduced by the 3D RM can be successfully managed adopting the concept into the clinical routine.

摘要

针对单一能量和特定靶区形状进行优化的三维射程调制器(RM),是粒子治疗中超快剂量递送的一种有前景且可行的解决方案。本研究的目的是探讨潜在的束流与调制器不对准对剂量分布的影响。此外,能够模拟三维RM的FLUKA蒙特卡罗模型针对瓦里安ProBeam系统的250 MeV单能质子辐照进行了调整和验证。使用瓦里安内部研究版的Eclipse治疗计划软件,针对围绕两个轴旋转45°的立方体靶区形状设计了一个三维RM,并在水模体中模拟了由此产生的剂量分布。引入了与理想对准的偏差,并将修改后的模拟剂量分布与原始未修改的剂量分布进行比较。最后,利用代尔夫特的HollandPTC设施对制造的调制器原型进行基线数据测量和剂量测量,对FLUKA模型和工作流程进行了验证。调整后的FLUKA模型,特别是在使用PMMA预吸收体的单能FLASH辐照范围内进行了优化,与三维RM产生的测量剂量分布显示出非常好的一致性。调制器 - 束流轴不对准导致的剂量偏差取决于特定的三维RM及其形状、销钉纵横比、旋转角度、旋转点等。发现调制器的轻微偏移对远端剂量分布的影响比对扩展布拉格峰(SOBP)均匀性的影响更大。另一方面,调制器倾斜(绕束流轴旋转)不仅会显著影响深度剂量分布,随着旋转角度增加将平坦的SOBP转变为宽阔的高斯样分布,还会使横向剂量分布发生相当大的偏移。随着三维RM方法从纯粹的研究概念发展到临床前研究和人体试验,这项工作致力于提高认识并突出潜在的陷阱。确保机架旋转以及RM、PMMA和准直器的总重量不会引入对准问题至关重要。考虑到所有与调制器无关的其他射程和定位不确定性等因素,RM必须以低于1°的精度对准,以保持临床上可接受的总不确定性预算。仔细考虑关键参数,如销钉纵横比,并可能采用新颖的稳健调制器几何优化,是减轻定位对所得剂量影响的潜在额外策略。最后,即使是具有高纵横比销钉结构(约80毫米高至3毫米销钉基部宽度)的旋转立方体三维调制器,也被发现对于垂直于束流轴方向0.5°旋转或1.5毫米的轻微不对准相对稳健。在有可靠的定位和质量保证概念的情况下,通过将该概念引入临床常规,可以成功管理三维RM引入的额外不确定性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3106/11505765/1aa3b4d145c7/cancers-16-03498-g013.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3106/11505765/8d3158be57f6/cancers-16-03498-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3106/11505765/3b3fad006267/cancers-16-03498-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3106/11505765/8fb9d4f511a3/cancers-16-03498-g009.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3106/11505765/1aa3b4d145c7/cancers-16-03498-g013.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3106/11505765/212c9f88f27c/cancers-16-03498-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3106/11505765/d4b0da50bbe2/cancers-16-03498-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3106/11505765/aea2367ab3fb/cancers-16-03498-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3106/11505765/8fdeff9410c1/cancers-16-03498-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3106/11505765/a05e2505c4a8/cancers-16-03498-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3106/11505765/b3448a18e846/cancers-16-03498-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3106/11505765/8d3158be57f6/cancers-16-03498-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3106/11505765/3b3fad006267/cancers-16-03498-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3106/11505765/8fb9d4f511a3/cancers-16-03498-g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3106/11505765/97e98fcacb0c/cancers-16-03498-g010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3106/11505765/8e0dc7313dc4/cancers-16-03498-g011.jpg
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本文引用的文献

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Organization and operation of multi particle therapy facilities: the Marburg Ion-Beam Therapy Center, Germany (MIT).多粒子治疗设施的组织与运营:德国马尔堡离子束治疗中心(MIT)
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