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通过机械扫描进行调强电子治疗:一项算法研究。

Delivery of intensity-modulated electron therapy by mechanical scanning: An algorithm study.

作者信息

Ma Pan, Tian Yuan, Li Minghui, Niu Chuanmeng, Song Yuchun, Dai Jianrong

机构信息

Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.

出版信息

Front Oncol. 2022 Nov 24;12:1063577. doi: 10.3389/fonc.2022.1063577. eCollection 2022.

Abstract

PURPOSE

In principle, intensity-modulated electron therapy (IMET) can be delivered through mechanical scanning, with a robotic arm mounting a linac.

MATERIALS AND METHODS

Here is a scanning algorithm to identify the back-and-forth, top-to-bottom (zigzag) pattern scan sequence. The algorithm includes generating beam positions with a uniform resolution according to the applicator size; adopting discrete energies to achieve the depth of 90% dose by compositing energies; selecting energy by locating the target's distal edge; and employing the energy-by-energy scan strategy for step-and-shoot discrete scanning. After a zigzag scan sequence is obtained, the delivery order of the scan spots is optimized by fast simulated annealing (FSA) to minimize the path length. For algorithm evaluation, scan sequences were generated using the computed tomography data of 10 patients with pancreatic cancer undergoing intraoperative radiotherapy, and the results were compared between the zigzag path and an optimized path. A simple calculation of the treatment delivery time, which comprises the irradiation time, the total robotic arm moving time, the time for energy switch, and the time to stop and restart the beam, was also made.

RESULTS

In these clinical cases, FSA optimization shortened the path lengths by 12%-43%. Assuming the prescribed dose was 15 Gy, machine dose rate was 15 Gy/s, energy switch time was 2 s, stop and restart beam time was 20 ms, and robotic arm move speed was 50 mm/s, the average delivery time was 124±38 s. The largest reduction in path length yielded an approximately 10% reduction in the delivery time, which can be further reduced by increasing the machine dose rate and the robotic arm speed, decreasing the time for energy switch, and/or developing more efficient algorithms.

CONCLUSION

Mechanically scanning IMET is potentially feasible and worthy of further exploration.

摘要

目的

原则上,调强电子线治疗(IMET)可通过机械扫描实现,利用机械臂安装直线加速器来进行。

材料与方法

本文提出一种扫描算法,用于识别来回、上下(锯齿形)模式的扫描序列。该算法包括根据施源器尺寸以均匀分辨率生成射束位置;采用离散能量通过能量合成实现90%剂量深度;通过定位靶区远端边缘选择能量;以及采用逐能量扫描策略进行步进式离散扫描。获得锯齿形扫描序列后,通过快速模拟退火(FSA)优化扫描点的递送顺序,以最小化路径长度。为评估算法,利用10例接受术中放疗的胰腺癌患者的计算机断层扫描数据生成扫描序列,并比较锯齿形路径和优化路径的结果。还对治疗递送时间进行了简单计算,该时间包括照射时间、机械臂总移动时间、能量切换时间以及束流停止和重新启动时间。

结果

在这些临床病例中,FSA优化使路径长度缩短了12% - 43%。假设处方剂量为15 Gy,机器剂量率为15 Gy/s,能量切换时间为2 s,束流停止和重新启动时间为20 ms,机械臂移动速度为50 mm/s,平均递送时间为124±38 s。路径长度的最大缩短使递送时间减少了约10%,通过提高机器剂量率和机械臂速度、减少能量切换时间和/或开发更高效的算法,递送时间可进一步缩短。

结论

机械扫描IMET具有潜在可行性,值得进一步探索。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7f04/9730234/8ae8a159583a/fonc-12-1063577-g001.jpg

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