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基于 Timepix3 探测器中治疗离子能量沉积的精确 LET 测量。

Towards precise LET measurements based on energy deposition of therapeutic ions in Timepix3 detectors.

机构信息

Heidelberg Institute for Radiation Oncology (HIRO), National Center for Research in Radiation Oncology (NCRO), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany.

Department of Medical Physics in Radiation Oncology, German Cancer Research Center (DKFZ), Neuenheimer Feld 280, 69120 Heidelberg, Germany.

出版信息

Phys Med Biol. 2024 Jun 18;69(12). doi: 10.1088/1361-6560/ad5267.

Abstract

There is an increasing interest in calculating and measuring linear energy transfer (LET) spectra in particle therapy in order to assess their impact in biological terms. As such, the accuracy of the particle fluence energy spectra becomes paramount. This study focuses on quantifying energy depositions of distinct proton, helium, carbon, and oxygen ion beams using a silicon pixel detector developed at CERN to determine LET spectra in silicon.While detection systems have been investigated in this pursuit, the scarcity of detectors capable of providing per-ion data with high spatial and temporal resolution remains an issue. This gap is where silicon pixel detector technology steps in, enabling online tracking of single-ion energy deposition. The used detector consisted of a 300m thick silicon sensor operated in partial depletion.During post-processing, artifacts in the acquired signals were identified and methods for their corrections were developed. Subsequently, a correlation between measured and Monte Carlo-based simulated energy deposition distributions was performed, relying on a two-step recalibration approach based on linear and saturating exponential models. Despite the observed saturation effects, deviations were confined below 7% across the entire investigated range of track-averaged LET values in silicon from 0.77 keVmto 93.16 keVm.Simulated and measured mean energy depositions were found to be aligned within 7%, after applying artifact corrections. This extends the range of accessible LET spectra in silicon to clinically relevant values and validates the accuracy and reliability of the measurements. These findings pave the way towards LET-based dosimetry through an approach to translate these measurements to LET spectra in water. This will be addressed in a future study, extending functionality of treatment planning systems into clinical routine, with the potential of providing ion-beam therapy of utmost precision to cancer patients.

摘要

人们越来越关注在粒子治疗中计算和测量线性能量转移(LET)谱,以评估其生物学影响。因此,粒子通量能量谱的准确性变得至关重要。本研究专注于使用 CERN 开发的硅像素探测器量化不同质子、氦、碳和氧离子束的能量沉积,以确定硅中的 LET 谱。虽然在这方面已经研究了探测系统,但能够提供具有高空间和时间分辨率的每个离子数据的探测器仍然稀缺。这一差距正是硅像素探测器技术的切入点,它能够实现单离子能量沉积的在线跟踪。所使用的探测器由一个 300m 厚的硅传感器组成,该传感器在部分耗尽模式下运行。在后期处理中,识别出了采集信号中的伪影,并开发了纠正这些伪影的方法。随后,对测量值和基于蒙特卡罗模拟的能量沉积分布进行了相关性分析,这依赖于基于线性和饱和指数模型的两步重新校准方法。尽管观察到了饱和效应,但在整个硅中研究的轨迹平均 LET 值范围内(从 0.77 keV/m 到 93.16 keV/m),偏差仍然限制在 7%以内。在应用伪影校正后,模拟和测量的平均能量沉积被发现一致,在 7%以内。这将硅中的 LET 谱扩展到临床相关值,并验证了测量的准确性和可靠性。这些发现为基于 LET 的剂量学铺平了道路,通过一种将这些测量值转换为水中 LET 谱的方法。这将在未来的研究中进行探讨,将治疗计划系统的功能扩展到临床常规中,有可能为癌症患者提供最精确的离子束治疗。

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