Oh Geon, Lee Jeongshim, Kim Hunjung, Kim Woochul, Kang Sangwon, Chung Jinbeom, Jeong Seonghoon, Lee Hakjae, Yoon Myonggeun, Lee Boram
Department of Bioengineering, College of Health Sciences, Korea University, Seoul, Republic of Korea.
Department of Radiation Oncology, Inha University Hospital, Incheon, Republic of Korea.
Front Physiol. 2024 Mar 25;15:1302301. doi: 10.3389/fphys.2024.1302301. eCollection 2024.
The aim of this study was to demonstrate the potential of an four-dimensional (4D) tracking system to accurately localize the radiation source, Iridium-192 (Ir-192) in high-dose rate brachytherapy. To achieve time-dependent 3D positioning of the Ir-192 source, we devised a 4D tracking system employing multiple compact detectors. During the system's design phase, we conducted comprehensive optimization and analytical evaluations of the diverging collimator employed for detection purposes. Subsequently, we executed 3D reconstruction and positioning procedures based on the 2D images obtained by six detectors, each equipped with an optimized diverging collimator. All simulations for designing and evaluating the 4D tracking system were performed using the open-source GATE (v9.1) Monte Carlo platform based on the GEANT4 (v10.7) toolkit. In addition, to evaluate the accuracy of the proposed 4D tracking system, we conducted simulations and 3D positioning using a solid phantom and patient data. Finally, the error between the reconstructed position coordinates determined by the tracking system and the original coordinates of the Ir-192 radiation source was analyzed. The parameters for the optimized diverging collimator were a septal thickness of 0.3 mm and a collimator height of 30 mm. A tracking system comprising 6 compact detectors was designed and implemented utilizing this collimator. Analysis of the accuracy of the proposed Ir-192 source tracking system found that the average of the absolute values of the error between the 3D reconstructed and original positions for the simulation with the solid phantom were 0.440 mm for the x coordinate, 0.423 mm for the y coordinate, and 0.764 mm for the z coordinate, and the average Euclidean distance was 1.146 mm. Finally, in a simulation based on data from a patient who underwent brachytherapy, the average Euclidean distance between the original and reconstructed source position was 0.586 mm. These results indicated that the newly designed 4D tracking system for monitoring the Ir-192 source during brachytherapy could determine the 3D position of the radiation source in real time during treatment. We conclude that the proposed positioning system has the potential to make brachytherapy more accurate and reliable.
本研究的目的是证明四维(4D)跟踪系统在高剂量率近距离放射治疗中精确定位辐射源铱-192(Ir-192)的潜力。为了实现Ir-192源的随时间变化的三维定位,我们设计了一种采用多个紧凑型探测器的4D跟踪系统。在系统设计阶段,我们对用于检测目的的发散准直器进行了全面的优化和分析评估。随后,我们基于六个探测器获得的二维图像执行了三维重建和定位程序,每个探测器都配备了优化的发散准直器。设计和评估4D跟踪系统的所有模拟均使用基于GEANT4(v10.7)工具包的开源GATE(v9.1)蒙特卡罗平台进行。此外,为了评估所提出的4D跟踪系统的准确性,我们使用固体模型和患者数据进行了模拟和三维定位。最后,分析了跟踪系统确定的重建位置坐标与Ir-192辐射源原始坐标之间的误差。优化后的发散准直器参数为隔板厚度0.3毫米和准直器高度30毫米。利用该准直器设计并实现了一个由6个紧凑型探测器组成的跟踪系统。对所提出的Ir-192源跟踪系统的准确性分析发现,在固体模型模拟中,三维重建位置与原始位置之间误差绝对值的平均值在x坐标上为0.440毫米,在y坐标上为0.423毫米,在z坐标上为0.764毫米,平均欧几里得距离为1.146毫米。最后,在基于接受近距离放射治疗患者数据的模拟中,原始源位置与重建源位置之间的平均欧几里得距离为0.586毫米。这些结果表明,新设计的用于在近距离放射治疗期间监测Ir-192源的4D跟踪系统能够在治疗期间实时确定辐射源的三维位置。我们得出结论,所提出的定位系统有可能使近距离放射治疗更加准确和可靠。