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一种新的剂量率优化方法,可在不影响质子铅笔束扫描 FLASH 放疗中剂量学指标的情况下,最大限度地提高危及器官的超高剂量覆盖率。

A Novel Dose Rate Optimization Method to Maximize Ultrahigh-Dose-Rate Coverage of Critical Organs at Risk Without Compromising Dosimetry Metrics in Proton Pencil Beam Scanning FLASH Radiation Therapy.

机构信息

State Key Laboratory of Nuclear Physics and Technology, and Key Laboratory of HEDP of the Ministry of Education, Center for Applied Physics and Technology, Peking University, Beijing, China; New York Proton Center, New York, New York.

Radiation Oncology, Tianjin Medical University Cancer Institute & Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin, China.

出版信息

Int J Radiat Oncol Biol Phys. 2024 Nov 15;120(4):1181-1191. doi: 10.1016/j.ijrobp.2024.06.002. Epub 2024 Jun 14.

Abstract

PURPOSE

This study aimed to investigate a dose rate optimization framework based on the spot-scanning patterns to improve ultrahigh-dose-rate coverage of critical organs at risk (OARs) for proton pencil beam scanning (PBS) FLASH radiation therapy (ultrahigh dose-rate (often referred to as >40 Gy per second) delivery) and present implementation of a genetic algorithm (GA) method for spot sequence optimization to achieve PBS FLASH dose rate optimization under relatively low nozzle beam currents.

METHODS AND MATERIALS

First, a multifield FLASH plan was developed to meet all the dosimetric goals and optimal FLASH dose rate coverage by considering the deliverable minimum monitor unit constraint. Then, a GA method was implemented into the in-house treatment platform to maximize the dose rate by exploring the best spot delivery sequence. A phantom study was performed to evaluate the effectiveness of the dose rate optimization. Then, 10 consecutive plans for patients with lung cancer previously treated using PBS intensity-modulated proton therapy were optimized using 45 GyRBE in 3 fractions for both transmission and Bragg peak FLASH radiation therapy for further validation. The spot delivery sequence of each treatment field was optimized using this GA. The ultrahigh-dose-rate-volume histogram and dose rate coverage V were investigated to assess the efficacy of dose rate optimization quantitatively.

RESULTS

Using a relatively low monitor unit/spot of 150, corresponding to a nozzle beam current of 65 nA, the FLASH dose rate ratio V of the OAR contour of the core was increased from 0% to ∼60% in the phantom study. In the patients with lung cancer, the ultrahigh-dose-rate coverage V was improved from 15.2%, 15.5%, 17.6%, and 16.0% before the delivery sequence optimization to 31.8%, 43.5%, 47.6%, and 30.5% after delivery sequence optimization in the lungs-GTV (gross tumor volume), spinal cord, esophagus, and heart (for all, P < .001). When the beam current increased to 130 nA, V was improved from 45.1%, 47.1%, 51.2%, and 51.4% to 65.3%, 83.5%, 88.1%, and 69.4% (P < .05). The averaged V for the target and OARs increased from 12.9% to 41.6% and 46.3% to 77.5% for 65 and 130 nA, respectively, showing significant improvements based on a clinical proton system. After optimizing the dose rate for the Bragg peak FLASH technique with a beam current of 340 nA, the V values for the lung GTV, spinal cord, esophagus, and heart were increased by 8.9%, 15.8%, 22%, and 20.8%, respectively.

CONCLUSIONS

An optimal plan quality can be maintained as the spot delivery sequence optimization is a separate independent process after the plan optimization. Both the phantom and patient results demonstrated that novel spot delivery sequence optimization can effectively improve the ultrahigh-dose-rate coverage for critical OARs, which can potentially be applied in clinical practice for better OARs-sparing efficacy.

摘要

目的

本研究旨在基于点扫描模式探索一种剂量率优化框架,以提高质子笔形束扫描(PBS)FLASH 放疗中危及器官(OAR)的超高剂量率覆盖范围(超高剂量率(通常指每秒 >40Gy)),并提出一种遗传算法(GA)方法用于点序列优化,以实现在相对较低的喷嘴束流下 PBS FLASH 剂量率优化。

方法与材料

首先,通过考虑可交付的最小监测单位约束,开发了多野 FLASH 计划,以满足所有剂量学目标和最佳 FLASH 剂量率覆盖范围。然后,将 GA 方法实施到内部治疗平台中,通过探索最佳的点交付顺序来最大化剂量率。进行了体模研究以评估剂量率优化的有效性。然后,对 10 例先前使用 PBS 强度调制质子治疗的肺癌患者进行优化,对于透射和布拉格峰 FLASH 放疗,每个患者均接受 45GyRBE,分 3 次进行治疗。使用此 GA 对每个治疗野的点交付序列进行了优化。通过超高剂量率体积直方图和剂量率覆盖 V 来评估剂量率优化的效果,以定量评估剂量率优化的效果。

结果

在体模研究中,使用相对较低的监测单位/点 150,对应的喷嘴束流为 65nA,OAR 轮廓的 FLASH 剂量率比从核心的 0%增加到约 60%。在肺癌患者中,超高剂量率覆盖 V 从肺-GTV(大体肿瘤体积)、脊髓、食管和心脏的 15.2%、15.5%、17.6%和 16.0%分别提高到 31.8%、43.5%、47.6%和 30.5%,在递送序列优化后(所有 P<0.001)。当束流增加到 130nA 时,V 从 45.1%、47.1%、51.2%和 51.4%提高到 65.3%、83.5%、88.1%和 69.4%(P<0.05)。靶区和 OARs 的平均 V 分别从 12.9%提高到 41.6%和从 46.3%提高到 77.5%,对于 65 和 130nA,分别显示出显著的改善,这是基于临床质子系统实现的。在用束流 340nA 优化布拉格峰 FLASH 技术的剂量率后,肺 GTV、脊髓、食管和心脏的 V 值分别增加了 8.9%、15.8%、22%和 20.8%。

结论

在计划优化后,作为独立的处理过程进行点交付序列优化,可以保持优化计划的质量。体模和患者的结果均表明,新的点交付序列优化可以有效提高危及器官的超高剂量率覆盖范围,这可能在临床实践中应用于更好的 OAR 保护效果。

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