Nuclear Fragmentation Imaging for Carbon-Ion Radiation Therapy Monitoring: an In Silico Study

A. Bey, Jiasen Ma, K. Furutani, M. Herman, Jedediah E. Johnson, R. Foote, C. Beltran
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引用次数: 1

Abstract

Purpose This article presents an in vivo imaging technique based on nuclear fragmentation of carbon ions in irradiated tissues for potential real-time monitoring of carbon-ion radiation therapy (CIRT) treatment delivery and quality assurance purposes in clinical settings. Materials and Methods A proof-of-concept imaging and monitoring system (IMS) was devised to implement the technique. Monte Carlo simulations were performed for a prospective pencil-beam scanning CIRT nozzle. The development IMS benchmark considered a 5×5-cm2 pixelated charged-particle detector stack positioned downstream from a target phantom and list-mode data acquisition. The abundance and production origins, that is, vertices, of the detected fragments were studied. Fragment trajectories were approximated by straight lines and a beam back-projection algorithm was built to reconstruct the vertices. The spatial distribution of the vertices was then used to determine plan relevant markers. Results The IMS technique was applied for a simulated CIRT case, a primary brain tumor. Four treatment plan monitoring markers were conclusively recovered: a depth dose distribution correlated profile, ion beam range, treatment target boundaries, and the beam spot position. Promising millimeter-scale (3-mm, ≤10% uncertainty) beam range and submillimeter (≤0.6-mm precision for shifts <3 cm) beam spot position verification accuracies were obtained for typical therapeutic energies between 150 and 290 MeV/u. Conclusions This work demonstrated a viable online monitoring technique for CIRT treatment delivery. The method's strong advantage is that it requires few signal inputs (position and timing), which can be simultaneously acquired with readily available technology. Future investigations will probe the technique's applicability to motion-sensitive organ sites and patient tissue heterogeneities. In-beam measurements with candidate detector-acquisition systems are ultimately essential to validate the IMS benchmark performance and subsequent deployment in the clinic.
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核碎片成像用于碳离子放射治疗监测:一项计算机研究
目的本文提出了一种基于辐照组织中碳离子核碎裂的体内成像技术,用于临床环境中碳离子放射治疗(CIRT)治疗交付和质量保证的潜在实时监测。材料和方法设计了一个概念验证成像和监测系统(IMS)来实现这项技术。对一个预期的铅笔束扫描CIRT喷嘴进行了蒙特卡罗模拟。开发IMS基准考虑了位于目标体模和列表模式数据采集下游的5×5-cm2像素化带电粒子探测器堆栈。研究了检测到的碎片的丰度和产生来源,即顶点。碎片轨迹由直线近似,并建立了波束反向投影算法来重建顶点。然后使用顶点的空间分布来确定与平面图相关的标记。结果IMS技术应用于原发性脑肿瘤模拟CIRT病例。最终恢复了四个治疗计划监测标志物:深度剂量分布相关曲线、离子束范围、治疗目标边界和束点位置。在150和290MeV/u之间的典型治疗能量下,获得了有希望的毫米级(3mm,≤10%不确定度)光束范围和亚毫米级(位移<3cm时精度≤0.6mm)光束点位置验证精度。结论这项工作证明了一种可行的CIRT治疗交付在线监测技术。该方法的强大优势在于,它只需要很少的信号输入(位置和定时),可以用现成的技术同时获取。未来的研究将探讨该技术在运动敏感器官部位和患者组织异质性方面的适用性。使用候选探测器采集系统的波束内测量对于验证IMS基准性能和随后在临床中的部署至关重要。
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来源期刊
International Journal of Particle Therapy
International Journal of Particle Therapy Medicine-Radiology, Nuclear Medicine and Imaging
CiteScore
3.70
自引率
5.90%
发文量
23
审稿时长
20 weeks
期刊最新文献
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