在NTCP受约束的组合质子-光子处理规划中,最大限度地利用有限的质子槽
1State Key Laboratory of Advanced Electromagnetic Technology, School of Electrical and Electronic Engineering, Huazhong University of Science and Technology, Wuhan, Hubei, China.
Medical physics
|August 9, 2025
概括
这项研究引入了一种新的规划方法,该方法使用较少的质子疗法分数,同时保持治疗的有效性和危险器官节省. 这种方法旨在通过优化资源利用来改善获得先进质子疗法的机会.
科学领域:
- 辐射瘤学 辐射瘤学
- 医学物理 医学物理
- 生物医学工程 生物医学工程
背景情况:
- 质子疗法比光子疗法提供了优越的危险器官 (OAR) 节省和正常组织并发症概率 (NTCP) 的好处.
- 然而,质子疗法的有限可用性和较高的成本限制了其广泛的临床应用.
研究的目的:
- 引入一个受NTCP约束的组合质子-光子处理 (NTCP-CPPT) 规划方法.
- 这种方法通过确定最小的质子分数和最佳流动图来优化有限的质子资源.
- 目标是实现目标剂量质量,OAR节省和NTCP效益,与专属质子疗法相美.
主要方法:
- 采用双层优化框架来优化质子分数和流动图.
- 下层模型使用内部点方法来优化质子和光子流动图,满足BED目标和NTCP约束.
- 上层模型选择了最佳的质子分数和流动图,以达到临床剂量目标.
主要成果:
- 与传统方法相比,NTCP-CPPT将头癌患者的平均质子分数从21降低到15.
- 该方法保持了NTCP患者选择门,并确保了瘤控制.
- 通过使用仅24个分数,NTCP-CPPT实现了与35分数强度调制质子疗法 (IMPT) 相比的NTCP总和.
结论:
- NTCP-CPPT有效地将所需的质子分数最小化,同时保持目标剂量质量和OAR节约.
- 这种方法有可能显著降低治疗成本.
- 该方法可以提高患者获得质子疗法的好处.
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