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Stochastic Theory of Early Viral Infection: Continuous versus Burst Production of Virions

机译:早期病毒感染的随机理论:病毒粒子的连续生产与爆发生产。

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Viral production from infected cells can occur continuously or in a burst that generally kills the cell. For HIV infection, both modes of production have been suggested. Standard viral dynamic models formulated as sets of ordinary differential equations can not distinguish between these two modes of viral production, as the predicted dynamics is identical as long as infected cells produce the same total number of virions over their lifespan. Here we show that in stochastic models of viral infection the two modes of viral production yield different early term dynamics. Further, we analytically determine the probability that infections initiated with any number of virions and infected cells reach extinction, the state when both the population of virions and infected cells vanish, and show this too has different solutions for continuous and burst production. We also compute the distributions of times to establish infection as well as the distribution of times to extinction starting from both a single virion as well as from a single infected cell for both modes of virion production.
机译:感染细胞产生的病毒可以连续发生或爆发,通常会杀死细胞。对于HIV感染,已经提出了两种生产方式。公式化为普通微分方程组的标准病毒动力学模型无法区分这两种病毒生产模式,因为只要感染的细胞在其整个生命周期中产生的病毒体总数相同,其预测的动力学就相同。在这里,我们表明,在病毒感染的随机模型中,两种病毒生产模式会产生不同的早期动态。此外,我们通过分析确定了由任何数量的病毒体和感染细胞引发的感染达到灭绝的可能性,即病毒体和感染细胞数量均消失的状态,并表明对于连续生产和爆发生产,这也有不同的解决方案。我们还计算了建立病毒的时间分布,以及从两种病毒体生产方式的单个病毒体以及单个感染细胞开始到灭绝的时间分布。

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