Determination of Fractionation Scheme Based on Repair Effect Using Equivalent Uniform Dose (EUD) Model

Tiara Andrina Pratista, R. Widita
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Abstract

Radiotherapy treatment planning is required to obtain an optimal balance between delivering a high dose to target volume and a low dose to organ at risks. In this planning, it is also necessary to determine the appropriate fractionation scheme for each patient. One of the commonly used methods to determine the fractionation scheme is calculating the Normal Tissue Complication Probability (NTCP) and Tumor Control Probability (TCP) parameters. In this study, the Equivalent Uniform Dose (EUD) model is used to calculate NTCP and TCP. This model is based on a non-uniform dose distribution that is sensitive to the biological factors of cells. The biological factor examined in this research is the repair effect, which is the ability of cells to repair themselves after being radiated. Thus, the objective of this research is to determine the fractionation scheme based on NTCP calculations using the EUD model while taking into account the repair effect. The data used in this study were obtained from 10 patients with glioblastoma brain cancer in the form of cumulative DVH (dose-volume histogram) and total time of radiation. Based on the NTCP calculations, the average risk of organ complication for each patient appears to be close to zero, with a range of values from 2 x 10-6% to 1 x 10-1%. These results indicate that the treatment planning conducted is proven to be safe and there are no complications for the patients. Furthermore, based on the NTCP and TCP calculations, the best fractionation scheme is hypofractionation, which remains safe while considering the dose limit for each normal organ surrounding the target.
利用等效均匀剂量 (EUD) 模型确定基于修复效应的分馏方案
放疗治疗计划需要在靶区高剂量和危险器官低剂量之间取得最佳平衡。在这一规划中,还需要为每位患者确定适当的分次方案。确定分割方案的常用方法之一是计算正常组织并发症概率(NTCP)和肿瘤控制概率(TCP)参数。本研究采用等效均匀剂量(EUD)模型来计算 NTCP 和 TCP。该模型基于对细胞生物因素敏感的非均匀剂量分布。本研究考察的生物因素是修复效应,即细胞在受到辐射后的自我修复能力。因此,本研究的目的是在考虑修复效应的同时,根据使用 EUD 模型进行的 NTCP 计算确定分馏方案。本研究使用的数据来自 10 位脑胶质母细胞瘤患者的累积 DVH(剂量-体积直方图)和总放射时间。根据 NTCP 计算结果,每位患者发生器官并发症的平均风险似乎接近于零,数值范围从 2 x 10-6% 到 1 x 10-1%。这些结果表明,所进行的治疗规划被证明是安全的,患者不会出现并发症。此外,根据 NTCP 和 TCP 的计算结果,最佳的分次方案是低分次,在考虑到靶点周围各正常器官的剂量限制的同时,仍然是安全的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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