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基于GATE蒙特卡罗模拟代码的MOSAIC动物正电子发射断层扫描(PET)系统的完整建模。

Full modelling of the MOSAIC animal PET system based on the GATE Monte Carlo simulation code.

作者信息

Merheb C, Petegnief Y, Talbot J N

机构信息

Molecular Imaging Laboratory, Paris VI, Université Pierre et Marie Curie, 75970 Paris cedex 20, France.

出版信息

Phys Med Biol. 2007 Feb 7;52(3):563-76. doi: 10.1088/0031-9155/52/3/002. Epub 2007 Jan 5.

Abstract

Positron emission tomography (PET) systems dedicated to animal imaging are now widely used for biological studies. The scanner performance strongly depends on the design and the characteristics of the system. Many parameters must be optimized like the dimensions and type of crystals, geometry and field-of-view (FOV), sampling, electronics, lightguide, shielding, etc. Monte Carlo modelling is a powerful tool to study the effect of each of these parameters on the basis of realistic simulated data. Performance assessment in terms of spatial resolution, count rates, scatter fraction and sensitivity is an important prerequisite before the model can be used instead of real data for a reliable description of the system response function or for optimization of reconstruction algorithms. The aim of this study is to model the performance of the Philips Mosaic animal PET system using a comprehensive PET simulation code in order to understand and describe the origin of important factors that influence image quality. We use GATE, a Monte Carlo simulation toolkit for a realistic description of the ring PET model, the detectors, shielding, cap, electronic processing and dead times. We incorporate new features to adjust signal processing to the Anger logic underlying the Mosaic system. Special attention was paid to dead time and energy spectra descriptions. Sorting of simulated events in a list mode format similar to the system outputs was developed to compare experimental and simulated sensitivity and scatter fractions for different energy thresholds using various models of phantoms describing rat and mouse geometries. Count rates were compared for both cylindrical homogeneous phantoms. Simulated spatial resolution was fitted to experimental data for (18)F point sources at different locations within the FOV with an analytical blurring function for electronic processing effects. Simulated and measured sensitivities differed by less than 3%, while scatter fractions agreed within 9%. For a 410-665 keV energy window, the measured sensitivity for a centred point source was 1.53% and mouse and rat scatter fractions were respectively 12.0% and 18.3%. The scattered photons produced outside the rat and mouse phantoms contributed to 24% and 36% of total simulated scattered coincidences. Simulated and measured single and prompt count rates agreed well for activities up to the electronic saturation at 110 MBq for the mouse and rat phantoms. Volumetric spatial resolution was 17.6 microL at the centre of the FOV with differences less than 6% between experimental and simulated spatial resolution values. The comprehensive evaluation of the Monte Carlo modelling of the Mosaic system demonstrates that the GATE package is adequately versatile and appropriate to accurately describe the response of an Anger logic based animal PET system.

摘要

专门用于动物成像的正电子发射断层扫描(PET)系统目前已广泛应用于生物学研究。扫描仪的性能在很大程度上取决于系统的设计和特性。许多参数必须进行优化,如晶体的尺寸和类型、几何形状和视野(FOV)、采样、电子学、光导、屏蔽等。蒙特卡罗建模是一种强大的工具,可基于逼真的模拟数据研究这些参数各自的影响。在该模型可用于替代实际数据以可靠描述系统响应函数或优化重建算法之前,从空间分辨率、计数率、散射分数和灵敏度方面进行性能评估是一项重要的前提条件。本研究的目的是使用一个全面的PET模拟代码对飞利浦Mosaic动物PET系统的性能进行建模,以便理解和描述影响图像质量的重要因素的来源。我们使用GATE,这是一个蒙特卡罗模拟工具包,用于逼真地描述环形PET模型、探测器、屏蔽、帽、电子处理和死时间。我们纳入了新特性,以使信号处理适应Mosaic系统所基于的安杰逻辑。特别关注了死时间和能谱描述。开发了一种以类似于系统输出的列表模式格式对模拟事件进行排序的方法,以使用描述大鼠和小鼠几何形状的各种体模模型,比较不同能量阈值下实验和模拟的灵敏度及散射分数。对两种圆柱形均匀体模的计数率进行了比较。对于视野内不同位置的(18)F点源,将模拟的空间分辨率与实验数据进行拟合,并使用一个解析模糊函数来考虑电子处理效应。模拟和测量的灵敏度差异小于3%,而散射分数在9%以内相符。对于410 - 665 keV能量窗口,中心位置点源的测量灵敏度为1.53%,小鼠和大鼠的散射分数分别为12.0%和18.3%。在大鼠和小鼠体模之外产生的散射光子分别占总模拟散射符合事件的24%和36%。对于小鼠和大鼠体模,在高达110 MBq的电子饱和活度下,模拟和测量的单计数率及即时计数率吻合良好。视野中心的体积空间分辨率为17.6微升,实验和模拟的空间分辨率值之间的差异小于6%。对Mosaic系统蒙特卡罗建模的综合评估表明,GATE软件包具有足够的通用性,适合准确描述基于安杰逻辑的动物PET系统的响应。

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