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基于灌注单光子发射计算机断层扫描成像的局部晚期肺癌患者的优先级驱动计划优化

Priority-driven plan optimization in locally advanced lung patients based on perfusion SPECT imaging.

作者信息

Matuszak Martha M, Matrosic Charles, Jarema David, McShan Daniel L, Stenmark Matthew H, Owen Dawn, Jolly Shruti, Kong Feng-Ming Spring, Ten Haken Randall K

机构信息

Department of Radiation Oncology, University of Michigan, Ann Arbor, Michigan.

Department of Nuclear Engineering & Radiological Sciences, University of Michigan, Ann Arbor, Michigan.

出版信息

Adv Radiat Oncol. 2016 Oct 29;1(4):281-289. doi: 10.1016/j.adro.2016.10.007. eCollection 2016 Oct-Dec.

Abstract

PURPOSE

Limits on mean lung dose (MLD) allow for individualization of radiation doses at safe levels for patients with lung tumors. However, MLD does not account for individual differences in the extent or spatial distribution of pulmonary dysfunction among patients, which leads to toxicity variability at the same MLD. We investigated dose rearrangement to minimize the radiation dose to the functional lung as assessed by perfusion single photon emission computed tomography (SPECT) and maximize the target coverage to maintain conventional normal tissue limits.

METHODS AND MATERIALS

Retrospective plans were optimized for 15 patients with locally advanced non-small cell lung cancer who were enrolled in a prospective imaging trial. A staged, priority-based optimization system was used. The baseline priorities were to meet physical MLD and other dose constraints for organs at risk, and to maximize the target generalized equivalent uniform dose (gEUD). To determine the benefit of dose rearrangement with perfusion SPECT, plans were reoptimized to minimize the generalized equivalent uniform functional dose (gEUfD) to the lung as the subsequent priority.

RESULTS

When only physical MLD is minimized, lung gEUfD was 12.6 ± 4.9 Gy (6.3-21.7 Gy). When the dose is rearranged to minimize gEUfD directly in the optimization objective function, 10 of 15 cases showed a decrease in lung gEUfD of >20% (lung gEUfD mean 9.9 ± 4.3 Gy, range 2.1-16.2 Gy) while maintaining equivalent planning target volume coverage. Although all dose-limiting constraints remained unviolated, the dose rearrangement resulted in slight gEUD increases to the cord (5.4 ± 3.9 Gy), esophagus (3.0 ± 3.7 Gy), and heart (2.3 ± 2.6 Gy).

CONCLUSIONS

Priority-driven optimization in conjunction with perfusion SPECT permits image guided spatial dose redistribution within the lung and allows for a reduced dose to the functional lung without compromising target coverage or exceeding conventional limits for organs at risk.

摘要

目的

平均肺剂量(MLD)限制可实现肺肿瘤患者在安全水平上的辐射剂量个体化。然而,MLD未考虑患者间肺功能障碍程度或空间分布的个体差异,这导致相同MLD下毒性存在变异性。我们研究了剂量重排,以通过灌注单光子发射计算机断层扫描(SPECT)评估,将对功能性肺的辐射剂量降至最低,并在维持传统正常组织限制的同时最大化靶区覆盖。

方法和材料

对参加一项前瞻性成像试验的15例局部晚期非小细胞肺癌患者的回顾性计划进行优化。使用了一种分阶段、基于优先级的优化系统。基线优先级是满足物理MLD和对危及器官的其他剂量约束,并最大化靶区广义等效均匀剂量(gEUD)。为确定灌注SPECT进行剂量重排的益处,计划被重新优化,以将对肺的广义等效均匀功能剂量(gEUfD)降至最低作为后续优先级。

结果

仅将物理MLD最小化时,肺gEUfD为12.6±4.9 Gy(6.3 - 21.7 Gy)。当在优化目标函数中直接重排剂量以最小化gEUfD时,15例中有10例肺gEUfD降低>20%(肺gEUfD平均值9.9±4.3 Gy,范围2.1 - 16.2 Gy),同时维持等效的计划靶区体积覆盖。尽管所有剂量限制约束均未被违反,但剂量重排导致脊髓(5.4±3.9 Gy)、食管(3.0±3.7 Gy)和心脏(2.3±2.6 Gy)的gEUD略有增加。

结论

结合灌注SPECT的优先级驱动优化允许在肺内进行图像引导的空间剂量重新分布,并在不影响靶区覆盖或不超过危及器官的传统限制的情况下降低对功能性肺的剂量。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b8f7/5514230/07e103f5b783/gr1.jpg

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