MRC Centre for Drug Safety Science, Department of Molecular and Clinical Pharmacology, University of Liverpool, Liverpool, L69 3GE, United Kingdom.
J Theor Biol. 2013 May 7;324:21-31. doi: 10.1016/j.jtbi.2013.01.015. Epub 2013 Jan 31.
It is clear that the evolution of infectious disease may be influenced by population spatial structure and transmission networks but we lack an understanding of the role of acquired immunity. Here we examine theoretically the role of spatial structure in the evolution of infectious disease described by the classic Susceptible, Infected, Recovered (SIR) model focusing on the impact of host demographics. We find that, for the classic assumption of a trade-off between transmission and virulence, localised transmission does favor, as predicted from other models, chronic pathogens with low transmission and virulence, but that this effect reduces as the recovery rate increases. However, under the assumption that pathogens reproduce rapidly within the host are harder to clear but result in higher virulence local interactions favor more virulent parasites and, depending on the nature of the disease interaction, can increase or decrease the chance of evolutionary bistabilities that may lead to sudden persistent changes in virulence. Therefore, our work further emphasizes the importance of spatial structure to parasite evolution. This spatial evolutionary theory is important because it predicts how different pathogens may respond to changes in patterns of mixing.
很明显,传染病的进化可能受到人口空间结构和传播网络的影响,但我们对获得性免疫的作用缺乏了解。在这里,我们从理论上研究了经典易感者-感染者-恢复者(SIR)模型所描述的传染病进化中的空间结构的作用,重点关注宿主人口统计学的影响。我们发现,对于传播和毒力之间权衡的经典假设,局部传播确实有利于具有低传播和毒力的慢性病原体,正如其他模型所预测的那样,但随着恢复率的增加,这种影响会减小。然而,在假设病原体在宿主体内快速繁殖且更难清除但导致更高毒力的情况下,局部相互作用有利于更具毒力的寄生虫,并且根据疾病相互作用的性质,可以增加或减少可能导致毒力突然持续变化的进化双稳态的机会。因此,我们的工作进一步强调了空间结构对寄生虫进化的重要性。这种空间进化理论很重要,因为它预测了不同的病原体可能会如何对混合模式的变化做出反应。