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Clinical CT-based calculations of dose and positron emitter distributions in proton therapy using the FLUKA Monte Carlo code

机译:使用FLUKA蒙特卡洛代码在质子治疗中基于临床CT的剂量和正电子发射体分布的计算

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摘要

Clinical investigations on post-irradiation PET/CT (positron emission tomography / computed tomography) imaging for in-vivo verification of treatment delivery and, in particular, beam range in proton therapy are underway at Massachusetts General Hospital (MGH). Within this project we have developed a Monte Carlo framework for CT-based calculation of dose and irradiation induced positron emitter distributions. Initial proton beam information is provided by a separate Geant4 Monte Carlo simulation modeling the treatment head. Particle transport in the patient is performed in the CT voxel geometry using the FLUKA Monte Carlo code. The implementation uses a discrete number of different tissue types with composition and mean density deduced from the CT scan. Scaling factors are introduced to account for the continuous Hounsfield Unit dependence of the mass density and of the relative stopping power ratio to water used by the treatment planning system (XiO (Computerized Medical Systems Inc.)). Resulting Monte Carlo dose distributions are generally found in good correspondence with calculations of the treatment planning program, except few cases (e.g. in the presence of air/tissue interfaces). Whereas dose is computed using standard FLUKA utilities, positron emitter distributions are calculated by internally combining proton fluence with experimental and evaluated cross-sections yielding 11C, 15O, 14O, 13N, 38K and 30P. Simulated positron emitter distributions yield PET images in good agreement with measurements. In this paper we describe in detail the specific implementation of the FLUKA calculation framework, which may be easily adapted to handle arbitrary phase spaces of proton beams delivered by other facilities or include more reaction channels based on additional cross-section data. Further, we demonstrate the effects of different acquisition time regimes (e.g., PET imaging during or after irradiation) on the intensity and spatial distribution of the irradiation induced β+-activity signal for cases of head and neck and para-spinal tumor sites.
机译:马萨诸塞州总医院(MGH)正在进行放射后PET / CT(正电子发射断层扫描/计算机断层扫描)成像的临床研究,以体内验证治疗效果,尤其是质子治疗中的射束范围。在这个项目中,我们开发了一个蒙特卡洛框架,用于基于CT的剂量和辐照引起的正电子发射体分布的计算。质子束初始信息由单独的Geant4 Monte Carlo模拟提供,该模拟对处理头进行了建模。使用FLUKA蒙特卡洛代码在CT体素几何体中执行患者体内的颗粒运输。该实现使用离散数量的不同组织类型,其组织和平均密度从CT扫描得出。引入比例因子以说明质量计划和治疗计划系统(XiO(Computerized Medical Systems Inc.))所使用的水的连续Hounsfield Unit依赖性。除少数情况外(例如在存在空气/组织界面的情况下),通常发现得到的蒙特卡洛剂量分布与治疗计划的计算结果非常吻合。剂量是使用标准FLUKA实用程序计算的,而正电子发射器分布是通过将质子注量与实验截面和评估截面内部组合而得出的,从而得出 11 C, 15 O, 14 O, 13 N, 38 K和 30 P。模拟的正电子发射体分布可产生与测量值非常吻合的PET图像。在本文中,我们详细描述了FLUKA计算框架的具体实现,该框架可以轻松地适应处理其他设施传递的质子束的任意相空间,或基于其他横截面数据包括更多的反应通道。此外,我们证明了不同的采集时间方式(例如,照射过程中或照射后的PET成像)对头颈部和颈部病例的照射诱导的β + 活性信号的强度和空间分布的影响。椎旁肿瘤部位。

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