Stocks Theresa, Hillen Thomas, Gong Jiafen, Burger Martin
Department of Mathematics, Stockholm University, SE - 106 91 Stockholm, Sweden.
Centre for Mathematical Biology, Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, AB T6G2G1, Canada.
Math Med Biol. 2017 Dec 11;34(4):469-492. doi: 10.1093/imammb/dqw013.
The normal tissue complication probability (NTCP) is a measure for the estimated side effects of a given radiation treatment schedule. Here we use a stochastic logistic birth-death process to define an organ-specific and patient-specific NTCP. We emphasize an asymptotic simplification which relates the NTCP to the solution of a logistic differential equation. This framework is based on simple modelling assumptions and it prepares a framework for the use of the NTCP model in clinical practice. As example, we consider side effects of prostate cancer brachytherapy such as increase in urinal frequency, urinal retention and acute rectal dysfunction.
正常组织并发症概率(NTCP)是衡量给定放射治疗方案估计副作用的一种指标。在此,我们使用一个随机逻辑生死过程来定义器官特异性和患者特异性的NTCP。我们强调一种渐近简化,它将NTCP与逻辑微分方程的解联系起来。该框架基于简单的建模假设,并为NTCP模型在临床实践中的应用提供了一个框架。例如,我们考虑前列腺癌近距离放射治疗的副作用,如尿频增加、尿潴留和急性直肠功能障碍。