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技术说明:使用高斯误差函数模型计算正常组织并发症概率。

Technical note: calculation of normal tissue complication probability using Gaussian error function model.

机构信息

Department of Radiation Oncology, University of Toronto, Ontario M5G 2M9, Canada.

出版信息

Med Phys. 2010 Sep;37(9):4924-9. doi: 10.1118/1.3483097.

Abstract

PURPOSE

The Gaussian error function was first used and verified in normal tissue complication probability (NTCP) calculation to reduce the dose-volume histogram (DVH) database by replacing the dose-volume bin set with the error function parameters for the differential DVH (dDVH).

METHODS

Seven-beam intensity modulated radiation therapy (IMRT) treatment planning was performed in three patients with small (40 cm3), medium (53 cm3), and large (87 cm3) prostate volume, selected from a group of 20 patients. Rectal dDVH varying with the interfraction prostate motion along the anterior-posterior direction was determined by the treatment planning system (TPS) and modeled by the Gaussian error function model for the three patients. Rectal NTCP was then calculated based on the routine dose-volume bin set of the rectum by the TPS and the error function model. The variations in the rectal NTCP with the prostate motion and volume were studied.

RESULTS

For the ranges of prostate motion of 8-2, 4-8, and 4-3 mm along the anterior-posterior direction for the small, medium, and large prostate patient, the rectal NTCP was determined varying in the ranges of 4.6%-4.8%, 4.5%-4.7%, and 4.6%-4.7%, respectively. The deviation of the rectal NTCP calculated by the TPS and the Gaussian error function model was within +/- 0.1%.

CONCLUSIONS

The Gaussian error function was successfully applied in the NTCP calculation by replacing the dose-volume bin set with the model parameters. This provides an option in the NTCP calculation using a reduced size of dose-volume database. Moreover, the rectal NTCP was found varying in about +/- 0.2% with the interfraction prostate motion along the anterior-posterior direction in the radiation treatment. The dependence of the variation in the rectal NTCP with the interfraction prostate motion on the prostate volume was found to be more significant in the patient with larger prostate.

摘要

目的

首次在正常组织并发症概率(NTCP)计算中使用并验证高斯误差函数,通过用误差函数参数替换剂量-体积直方图(DVH)的剂量-体积-bin 集,从而减少 DVH 的微分(dDVH)数据库。

方法

对 3 名前列腺体积分别为小(40cm3)、中(53cm3)、大(87cm3)的患者进行 7 束强度调制放射治疗(IMRT)计划。从 20 名患者中选择了这 3 名患者,通过治疗计划系统(TPS)确定了沿前后方向前列腺运动的直肠 dDVH,并通过高斯误差函数模型对这 3 名患者的 dDVH 进行了建模。然后,基于 TPS 和误差函数模型的直肠常规剂量-体积-bin 集计算直肠 NTCP。研究了前列腺运动和体积对直肠 NTCP 的影响。

结果

对于小、中、大前列腺患者,前列腺沿前后方向运动的范围为 8-2、4-8 和 4-3mm,直肠 NTCP 的范围分别为 4.6%-4.8%、4.5%-4.7%和 4.6%-4.7%。TPS 和高斯误差函数模型计算的直肠 NTCP 之间的偏差在+/-0.1%以内。

结论

成功地通过用模型参数替换剂量-体积-bin 集将高斯误差函数应用于 NTCP 计算。这为使用较小的剂量-体积数据库进行 NTCP 计算提供了一种选择。此外,在放射治疗中,发现直肠 NTCP 随前列腺沿前后方向的分次运动变化约为+/-0.2%。还发现,直肠 NTCP 的变化与前列腺运动的相关性随前列腺体积的增大而更加显著。

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