Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge CB3 0WA, UK.
Proc Biol Sci. 2012 Feb 22;279(1729):645-52. doi: 10.1098/rspb.2011.1168. Epub 2011 Jul 20.
Different influenza subtypes can evolve at very different rates, but the causes are not well understood. In this paper, we explore whether differences in transmissibility between subtypes can play a role if there are fitness constraints on antigenic evolution. We investigate the problem using a mathematical model that separates the interaction of strains through cross-immunity from the process of emergence for new antigenic variants. Evolutionary constraints are also included with antigenic mutation incurring a fitness cost. We show that the transmissibility of a strain can become disproportionately important in dictating the rate of antigenic drift: strains that spread only slightly more easily can have a much higher rate of emergence. Further, we see that the effect continues when vaccination is considered; a small increase in the rate of transmission can make it much harder to control the frequency at which new strains emerge. Our results not only highlight the importance of considering both transmission and fitness constraints when modelling influenza evolution, but may also help in understanding the differences between the emergence of H1N1 and H3N2 subtypes.
不同的流感亚型可能以非常不同的速度进化,但原因尚不清楚。在本文中,我们探讨了如果抗原进化存在适应度限制,亚型之间的传染性差异是否会起作用。我们使用一种数学模型来研究这个问题,该模型将通过交叉免疫的菌株相互作用与新抗原变体的出现过程分开。还包括抗原突变的进化约束,因为抗原突变会带来适应度成本。我们表明,菌株的传染性在决定抗原漂移速度方面可能变得非常重要:传播稍微容易一点的菌株可能具有更高的出现速度。此外,当考虑接种疫苗时,我们也看到了这种效果;传播率的微小增加可能使控制新菌株出现频率变得更加困难。我们的研究结果不仅强调了在流感进化建模时同时考虑传播和适应度限制的重要性,而且可能有助于理解 H1N1 和 H3N2 亚型出现的差异。