Department of Radiation Oncology, Mayo Clinic, Jacksonville, FL, United States of America.
Phys Med Biol. 2022 Sep 12;67(18). doi: 10.1088/1361-6560/ac7375.
. To develop a new model (Mayo Clinic Florida microdosimetric kinetic model, MCF MKM) capable of accurately describing theclonogenic survival at low and high linear energy transfer (LET) using single-event microdosimetric spectra in a single target.. The MCF MKM is based on the 'post-processing average' implementation of the non-Poisson microdosimetric kinetic model and includes a novel expression to compute the particle-specific quadratic-dependence of the cell survival with respect to dose (of the linear-quadratic model). A new methodology tocalculate the mean radius of the MCF MKM subnuclear domains is also introduced. Lineal energy spectra were simulated with the Particle and Heavy Ion Transport code System (PHITS) forH,He,C,Ne,Ar,Fe, andXe ions and used in combination with the MCF MKM to calculate the ion-specific LET-dependence of the relative biological effectiveness (RBE) for Chinese hamster lung fibroblasts (V79 cell line) and human salivary gland tumor cells (HSG cell line). The results were compared withdata from the Particle Irradiation Data Ensemble (PIDE) andresults of different models. The possibility of performing experiment-specific predictions to explain the scatter in theRBE data was also investigated. Finally, a sensitivity analysis on the model parameters is also included.. The RBE values predicted with the MCF MKM were found to be in good agreement with thedata for all tested conditions. Though all MCF MKM model parameters were determined, the accuracy of the MCF MKM was found to be comparable or superior to that of other models. The model parameters determinedwere in good agreement with the ones obtained by fitting all availabledata.. The MCF MKM will be considered for implementation in cancer radiotherapy treatment planning with accelerated ions.
. 开发一种新的模型(佛罗里达梅奥诊所微量剂量动力学模型,MCF MKM),该模型能够使用单个靶标中的单次事件微剂量谱准确描述低和高线性能量转移(LET)下的克隆存活。 MCF MKM 基于非泊松微剂量动力学模型的“后处理平均”实现,并包含一种新的表达式来计算与剂量(线性二次模型)有关的细胞存活的粒子特异性二次依赖性。还介绍了一种计算 MCF MKM 亚核域平均半径的新方法。使用粒子和重离子传输代码系统(PHITS)模拟线性能量谱,用于 H、He、C、Ne、Ar、Fe 和 Xe 离子,并与 MCF MKM 结合使用,计算中国仓鼠肺成纤维细胞(V79 细胞系)和人唾液腺肿瘤细胞(HSG 细胞系)的离子特异性相对生物效应(RBE)与 LET 的依赖性。将结果与来自粒子辐照数据集合(PIDE)的数据和其他模型的结果进行比较。还研究了执行特定实验预测以解释 RBE 数据中散射的可能性。最后,还包括对模型参数的敏感性分析。. 使用 MCF MKM 预测的 RBE 值与所有测试条件下的数据非常吻合。尽管确定了所有 MCF MKM 模型参数,但 MCF MKM 的准确性被发现与其他模型相当或更优。确定的模型参数与通过拟合所有可用数据获得的参数非常吻合。. MCF MKM 将被考虑用于使用加速离子进行癌症放射治疗计划。