Department of Mathematics, University of Surrey, Guildford, Surrey GU2 7XH, UK.
Viruses. 2018 Apr 13;10(4):195. doi: 10.3390/v10040195.
We review various existing models of hepatitis C virus (HCV) infection and show that there are inconsistencies between the models and known behaviour of the infection. A new model for HCV infection is proposed, based on various dynamical processes that occur during the infection that are described in the literature. This new model is analysed, and three steady state branches of solutions are found when there is no stem cell generation of hepatocytes. Unusually, the branch of infected solutions that connects the uninfected branch and the pure infection branch can be found analytically and always includes a limit point, subject to a few conditions on the parameters. When the action of stem cells is included, the bifurcation between the pure infection and infected branches unfolds, leaving a single branch of infected solutions. It is shown that this model can generate various viral load profiles that have been described in the literature, which is confirmed by fitting the model to four viral load datasets. Suggestions for possible changes in treatment are made based on the model.
我们回顾了各种现有的丙型肝炎病毒(HCV)感染模型,并表明这些模型与感染的已知行为之间存在不一致。基于文献中描述的感染过程中的各种动力学过程,我们提出了一个新的 HCV 感染模型。对这个新模型进行了分析,发现当不存在干细胞生成肝细胞时,存在三个稳态解分支。不同寻常的是,在无感染分支和纯感染分支之间连接的感染解分支可以通过解析找到,并且总是包含一个极限点,只要参数满足一些条件。当包括干细胞的作用时,纯感染分支和感染分支之间的分岔展开,只剩下一个感染解分支。结果表明,该模型可以产生文献中描述的各种病毒载量谱,并通过将模型拟合到四个病毒载量数据集来验证。基于该模型,我们提出了可能改变治疗方案的建议。