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Development of a Clinical Prototype for Range Verification in Proton Therapy based on Prompt Gamma-Ray Spectroscopy

机译:基于快速伽马射线光谱技术的质子治疗范围验证的临床原型开发

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Range uncertainties in proton therapy pose a limitation on its benefits for cancer treatment. Robust planning and conservative safety margins of up to 1 cm are necessary for guaranteeing full tumor coverage, at the price of a larger dose to normal tissue. At the Massachusetts General Hospital, a full-scale prototype system for in vivo proton range verification is under development, based on spectroscopy of prompt gamma-rays emitted from proton-nuclear reactions with tissue. The aim is to verify the proton range during patient treatments with 1 mm precision. The system consists of eight LaBr3 detectors and a tungsten collimator that are mounted on a rotating frame. The electronics and data processing algorithms are designed to cope with the highly variable count rates that occur during pencil-beam scanning. The prototype was tested by irradiating a water phantom with a clinical dose of 0.9 Gy, a beam current of 2 nA and a field size of 10 cm x 10 cm. Energy- and time-resolved gamma-ray spectra were acquired during the irradiation and further analyzed to subtract the neutron background and to determine the prompt gamma-ray line magnitudes. A GPU-accelerated Monte Carlo model of the gamma-ray emissions was developed, which relies on measured nuclear reaction cross sections and the treatment plan CT. We reconstruct both the absolute proton range and the elemental concentrations of the irradiated tissue by minimizing the deviation between the measurement and the parameterized model. Range shifters and changes in the elemental composition were introduced in different parts of the water phantom to verify the precision and robustness of the range verification method. A statistical precision of 1.1 mm at 95% confidence level and a mean systematic error of 0.5 mm were obtained, when merging protons delivered to the two distal pencil-beam layers within a 10 mm radius. In an upcoming clinical study, the prototype will be tested during the treatment of brain cancer patients.
机译:质子治疗的范围不确定性限制了其对癌症治疗的益处。要保证完全覆盖肿瘤,就必须进行稳健的规划并保留高达1 cm的保守安全裕度,这是以向正常组织更大剂量为代价的。在马萨诸塞州总医院,正在开发一种基于体内质子核反应产生的快速伽玛射线光谱的用于体内质子范围验证的全尺寸原型系统。目的是在患者治疗期间以1 mm的精度验证质子范围。该系统由安装在旋转框架上的八个LaBr3探测器和一个钨准直仪组成。电子和数据处理算法旨在应对笔形光束扫描期间出现的高度可变计数率。通过以0.9 Gy的临床剂量,2 nA的束电流和10 cm x 10 cm的场大小照射水模来测试原型。在辐照期间获取能量和时间分辨的伽马射线光谱,并进行进一步分析以减去中子本底并确定迅速的伽马射线谱线大小。开发了GPU加速的伽马射线发射的蒙特卡洛模型,该模型依赖于测得的核反应截面和治疗计划CT。我们通过最小化测量值和参数化模型之间的偏差来重建受辐照组织的绝对质子范围和元素浓度。在水体模型的不同部分引入了距离转换器和元素组成的变化,以验证距离验证方法的精度和鲁棒性。当合并传递到10 mm半径内的两个远端笔形光束层的质子时,在95%置信度下的统计精度为1.1 mm,平均系统误差为0.5 mm。在即将进行的临床研究中,该原型将在脑癌患者的治疗期间进行测试。

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