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Integration and evaluation of automated Monte Carlo simulations in the clinical practice of scanned proton and carbon ion beam therapy

机译:在扫描质子和碳离子束治疗的临床实践中对自动化蒙特卡洛模拟进行集成和评估

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摘要

Monte Carlo (MC) simulations of beam interaction and transport in matter are increasingly considered as essential tools to support several aspects of radiation therapy. Despite the vast application of MC to photon therapy and scattered proton therapy, clinical experience in scanned ion beam therapy is still scarce. This is especially the case for ions heavier than protons, which pose additional issues like nuclear fragmentation and varying biological effectiveness. In this work, we present the evaluation of a dedicated framework which has been developed at the Heidelberg Ion Beam Therapy Center to provide automated FLUKA MC simulations of clinical patient treatments with scanned proton and carbon ion beams. Investigations on the number of transported primaries and the dimension of the geometry and scoring grids have been performed for a representative class of patient cases in order to provide recommendations on the simulation settings, showing that recommendations derived from the experience in proton therapy cannot be directly translated to the case of carbon ion beams. The MC results with the optimized settings have been compared to the calculations of the analytical treatment planning system (TPS), showing that regardless of the consistency of the two systems (in terms of beam model in water and range calculation in different materials) relevant differences can be found in dosimetric quantities and range, especially in the case of heterogeneous and deep seated treatment sites depending on the ion beam species and energies, homogeneity of the traversed tissue and size of the treated volume. The analysis of typical TPS speed-up approximations highlighted effects which deserve accurate treatment, in contrast to adequate beam model simplifications for scanned ion beam therapy. In terms of biological dose calculations, the investigation of the mixed field components in realistic anatomical situations confirmed the findings of previous groups so far reported only in homogenous water targets. This work can thus be useful to other centers commencing clinical experience in scanned ion beam therapy.
机译:越来越多的蒙特卡罗(MC)物质中的离子相互作用和传输模拟被视为支持放射治疗几个方面的基本工具。尽管MC在光子治疗和分散质子治疗中有广泛的应用,但是在扫描离子束治疗中的临床经验仍然很少。质子比质子重的离子尤其如此,这会带来其他问题,例如核碎裂和生物有效性不同。在这项工作中,我们介绍了在海德堡离子束治疗中心开发的专用框架的评估,该框架可提供使用扫描质子和碳离子束对临床患者治疗的自动化FLUKA MC模拟。为了对模拟病例提供建议,已经对代表性病例类别的输运原基数量以及几何形状和评分网格的尺寸进行了调查,结果表明不能直接翻译出来自质子治疗经验的建议碳离子束的情况。将具有优化设置的MC结果与分析处理计划系统(TPS)的计算进行了比较,表明无论两个系统的一致性如何(在水中的束模型和不同材料的范围计算方面)都存在相关差异可以在剂量学上确定剂量和范围,特别是在异质和深层治疗部位的情况下,具体取决于离子束的种类和能量,所遍历组织的均匀性和治疗体积的大小。对典型TPS加速近似值的分析强调了值得精确治疗的效果,与对扫描离子束疗法进行的足够的离子束模型简化相反。在生物剂量计算方面,在实际解剖情况下对混合场成分的研究证实了迄今仅在均质水靶中报道的先前研究组的发现。因此,这项工作对其他在扫描离子束治疗方面具有临床经验的中心很有用。

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