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基于蒙特卡罗方法的质子治疗计划工具。

A Monte Carlo-based treatment planning tool for proton therapy.

机构信息

Unità di Fisica Medica, Fondazione CNAO, I-27100 Pavia, Italy.

出版信息

Phys Med Biol. 2013 Apr 21;58(8):2471-90. doi: 10.1088/0031-9155/58/8/2471. Epub 2013 Mar 21.

Abstract

In the field of radiotherapy, Monte Carlo (MC) particle transport calculations are recognized for their superior accuracy in predicting dose and fluence distributions in patient geometries compared to analytical algorithms which are generally used for treatment planning due to their shorter execution times. In this work, a newly developed MC-based treatment planning (MCTP) tool for proton therapy is proposed to support treatment planning studies and research applications. It allows for single-field and simultaneous multiple-field optimization in realistic treatment scenarios and is based on the MC code FLUKA. Relative biological effectiveness (RBE)-weighted dose is optimized either with the common approach using a constant RBE of 1.1 or using a variable RBE according to radiobiological input tables. A validated reimplementation of the local effect model was used in this work to generate radiobiological input tables. Examples of treatment plans in water phantoms and in patient-CT geometries together with an experimental dosimetric validation of the plans are presented for clinical treatment parameters as used at the Italian National Center for Oncological Hadron Therapy. To conclude, a versatile MCTP tool for proton therapy was developed and validated for realistic patient treatment scenarios against dosimetric measurements and commercial analytical TP calculations. It is aimed to be used in future for research and to support treatment planning at state-of-the-art ion beam therapy facilities.

摘要

在放射治疗领域,与通常用于治疗计划的解析算法相比,蒙特卡罗(MC)粒子输运计算在预测患者几何形状中的剂量和注量分布方面具有更高的准确性,这一点得到了认可。由于执行时间较短,解析算法在治疗计划中得到了广泛应用。在这项工作中,提出了一种新开发的基于 MC 的质子治疗计划(MCTP)工具,用于支持治疗计划研究和研究应用。它允许在现实的治疗场景中进行单场和同时多场优化,并基于 MC 代码 FLUKA。相对生物效应(RBE)加权剂量可以通过使用 1.1 的恒定 RBE 的常见方法或根据放射生物学输入表使用可变 RBE 进行优化。在这项工作中,使用经过验证的局部效应模型的重新实现来生成放射生物学输入表。展示了水模型体和患者 CT 几何形状中的治疗计划示例,并对这些计划进行了实验剂量验证,这些计划使用了意大利国家肿瘤强子治疗中心的临床治疗参数。总之,针对剂量测量和商业分析 TP 计算,针对现实的患者治疗情况,开发并验证了一种功能全面的质子治疗 MCTP 工具。它旨在用于未来的研究,并为最先进的离子束治疗设施提供治疗计划支持。

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