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A New Model for the Dynamics of Hepatitis C Infection: Derivation Analysis and Implications

机译:丙型肝炎感染动力学的新模型:推导分析和意义

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摘要

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.
机译:我们审查了各种现有的丙型肝炎病毒(HCV)感染模型,并表明模型与已知感染行为之间存在不一致之处。根据文献中描述的感染过程中发生的各种动力学过程,提出了一种新的HCV感染模型。分析了这种新模型,当没有干细胞生成肝细胞时,发现了溶液的三个稳态分支。通常,可以通过分析找到连接未感染分支和纯感染分支的受感染溶液分支,并且总会包含一个极限点,这取决于参数的一些条件。当包括干细胞的作用时,纯感染和受感染分支之间的分叉会展开,留下受感染溶液的单个分支。结果表明,该模型可以生成文献中已描述的各种病毒载量曲线,这可以通过将模型拟合到四个病毒载量数据集得到证实。根据该模型提出了可能的治疗改变建议。

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