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利用硅像素探测器对治疗能量的质子和氦离子束进行LET测量,以打造一种质量保证工具。

LET measurements in proton and helium-ion beams of therapeutic energies using a silicon pixel detector towards a tool for quality assurance.

作者信息

Hamad Yasmin, Sari Ferisya Kusuma, Félix-Bautista Renato, Martišíková Mária, Mairani Andrea, Gehrke Tim

机构信息

Heidelberg Institute for Radiation Oncology (HIRO), National Center for Research in Radiation Oncology (NCRO), Heidelberg, Germany.

Department of Medical Physics in Radiation Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany.

出版信息

Med Phys. 2025 Sep;52(9):e18085. doi: 10.1002/mp.18085.

Abstract

BACKGROUND

As advanced treatment plans increasingly include optimizing both dose and linear energy transfer (LET), there is a growing demand for tools to measure LET in clinical settings. Although various detection systems have been investigated in this pursuit, the scarcity of detectors capable of providing per-ion data for a fast and streamlined verification of LET distributions remains an issue. Silicon pixel detector technology bridges this gap by enabling rapid tracking of single-ion energy deposition.

PURPOSE

This study proposes a methodology for assessing LET and relative biological effectiveness (RBE) in mixed radiation fields produced by clinical proton and helium ion beams, using a hybrid silicon pixel detector equipped with a Timepix3 chip.

METHODS

The Timepix3 detector was placed behind PMMA slabs of different thicknesses and exposed to initially monoenergetic proton and helium-ion beams. The detector featured a 300 µm-thick silicon sensor operated in partial depletion. Silicon-based LET spectra were derived from single-ion deposited energy across the sensor and subsequently converted to water-equivalent spectra. Track- and dose-averaged LET (LET and LET) were calculated from these spectra. LET measurements were used as input to estimate the RBE via the modified microdosimetric kinetic model (mMKM) assuming an (α/β) value of 2 Gy. Measurements were compared with simulations performed using the FLUKA Monte Carlo code. Energy deposition spectra, LET and LET values were simulated at various depths in PMMA for the radiation fields used, by considering the contribution from the secondary particles generated in the ion interaction processes as well.

RESULTS

Energy deposition spectra were validated against Monte Carlo simulations, showing good agreement in both spectral shapes and positions. However, a depth uncertainty of less than 1 mm and other potential differences between measurements and simulations led to deviations, particularly in the distal region of the Bragg curve. Relative differences of LET between measurements and simulations were within 3% for protons and 10% for helium ions upstream of the Bragg curves. Notably, larger discrepancies were observed in the distal part of the Bragg curve, with maximum relative differences of 7% for protons and 17% for helium ions. Average differences between RBE predictions from measured and simulated LET spectra were within 1% and 6% for protons and helium, respectively. Nevertheless, for both particle types, most measurements agreed with simulations within 1σ experimental uncertainty across the measured depths, with deviations beyond 1σ generally remaining within 3σ.

CONCLUSIONS

This study demonstrates the performance of silicon pixel detectors with respect to LET measurements and RBE estimation in clinical proton and helium-ion beams. The streamlined and accessible outline of the proposed methodology supports easy implementation into clinical routines, promising a viable and sound quality assurance tool for particle therapy.

摘要

背景

随着先进治疗方案越来越多地包括优化剂量和线能量转移(LET),临床环境中测量LET的工具需求日益增长。尽管在此过程中已经研究了各种检测系统,但能够提供单离子数据以快速、简化地验证LET分布的探测器仍然稀缺。硅像素探测器技术通过实现对单离子能量沉积的快速跟踪弥补了这一差距。

目的

本研究提出一种方法,使用配备Timepix3芯片的混合硅像素探测器,评估临床质子和氦离子束产生的混合辐射场中的LET和相对生物效应(RBE)。

方法

将Timepix3探测器放置在不同厚度的聚甲基丙烯酸甲酯(PMMA)板后面,并暴露于初始单能质子和氦离子束。该探测器具有一个在部分耗尽模式下运行的300μm厚的硅传感器。基于硅的LET谱由穿过传感器的单离子沉积能量得出,随后转换为水等效谱。从这些谱中计算径迹平均LET和剂量平均LET(LETtrak和LETdose)。LET测量值用作输入,通过修正的微剂量动力学模型(mMKM)估计RBE,假设(α/β)值为2Gy。将测量结果与使用FLUKA蒙特卡罗代码进行的模拟进行比较。通过考虑离子相互作用过程中产生的次级粒子的贡献,在用于辐射场的PMMA的不同深度处模拟能量沉积谱、LETtrak和LETdose值。

结果

能量沉积谱与蒙特卡罗模拟结果进行了验证,在谱形状和位置上均显示出良好的一致性。然而,深度不确定性小于1mm以及测量和模拟之间的其他潜在差异导致了偏差,特别是在布拉格曲线的远端区域。在布拉格曲线上游,质子测量值与模拟值之间LET的相对差异在3%以内,氦离子在10%以内。值得注意的是,在布拉格曲线的远端部分观察到较大差异,质子的最大相对差异为7%,氦离子为17%。质子和氦的测量LET谱与模拟LET谱预测的RBE平均差异分别在1%和6%以内。尽管如此,对于两种粒子类型,大多数测量值在测量深度范围内的1σ实验不确定性内与模拟值一致,超出1σ的偏差通常在3σ以内。

结论

本研究展示了硅像素探测器在临床质子和氦离子束LET测量和RBE估计方面的性能。所提出方法的简化且易于使用的框架支持轻松应用于临床常规,有望成为粒子治疗可行且可靠的质量保证工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a315/12409771/ac1faa8797e2/MP-52-0-g001.jpg

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