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Vaccination and the dynamics of immune evasion

机译:疫苗接种和免疫逃逸的动态

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摘要

Vaccines exert strong selective pressures on pathogens, favouring the spread of antigenic variants. We propose a simple mathematical model to investigate the dynamics of a novel pathogenic strain that emerges in a population where a previous strain is maintained at low endemic level by a vaccine. We compare three methods to assess the ability of the novel strain to invade and persist: algebraic rate of invasion; deterministic dynamics; and stochastic dynamics. These three techniques provide complementary predictions on the fate of the system. In particular, we emphasize the importance of stochastic simulations, which account for the possibility of extinctions of either strain. More specifically, our model suggests that the probability of persistence of an invasive strain (i) can be minimized for intermediate levels of vaccine cross-protection (i.e. immune protection against the novel strain) and (ii) is lower if cross-immunity acts through a reduced infectious period rather than through reduced susceptibility.
机译:疫苗对病原体施加强大的选择压力,有利于抗原性变体的传播。我们提出了一个简单的数学模型,以研究在人群中出现的新型致病菌株的动力学,其中以前的菌株通过疫苗保持在低流行水平。我们比较了三种评估新菌株入侵和持续能力的方法:代数入侵率;确定性动力学;和随机动力学。这三种技术提供了关于系统命运的补充预测。特别是,我们强调了随机模拟的重要性,这说明了两种菌株都可能灭绝的可能性。更具体地说,我们的模型表明,对于中间水平的疫苗交叉保护(即针对新菌株的免疫保护),可以最大程度地降低侵入性菌株的持久性可能性(i),并且如果交叉免疫通过减少传染期,而不是通过降低敏感性。

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