Department of Mathematics and Statistics, Queen's University, Jeffery Hall, Kingston, Ontario, Canada K7L 3N6.
Department of Biology, Queen's University, Jeffery Hall, Kingston, Ontario, Canada K7L 3N6.
Philos Trans R Soc Lond B Biol Sci. 2020 Apr 27;375(1797):20190357. doi: 10.1098/rstb.2019.0357. Epub 2020 Mar 9.
The Price equation has found widespread application in many areas of evolutionary biology, including the evolutionary epidemiology of infectious diseases. In this paper, we illustrate the utility of this approach to modelling disease evolution by first deriving a version of Price's equation that can be applied in continuous time and to populations with overlapping generations. We then show how this version of Price's equation provides an alternative perspective on pathogen evolution by considering the epidemiological meaning of each of its terms. Finally, we extend these results to the case where population size is small and generates demographic stochasticity. We show that the particular partitioning of evolutionary change given by Price's equation is also a natural way to partition the evolutionary consequences of demographic stochasticity, and demonstrate how such stochasticity tends to weaken selection on birth rate (e.g. the transmission rate of an infectious disease) and enhance selection on mortality rate (e.g. factors, like virulence, that cause the end of an infection). In the long term, if there is a trade-off between virulence and transmission across parasite strains, the weaker selection on transmission and stronger selection on virulence that arises from demographic stochasticity will tend to drive the evolution of lower levels of virulence. This article is part of the theme issue 'Fifty years of the Price equation'.
Price 方程在进化生物学的许多领域都得到了广泛的应用,包括传染病的进化流行病学。在本文中,我们通过首先推导出一个可以在连续时间和具有重叠世代的种群中应用的 Price 方程的版本,来说明这种方法在疾病进化建模中的实用性。然后,我们通过考虑其每个术语的流行病学含义,展示了这种版本的 Price 方程如何为病原体进化提供了一个替代视角。最后,我们将这些结果扩展到种群规模较小且产生人口统计随机性的情况。我们表明,Price 方程给出的进化变化的特定划分也是将人口统计随机性的进化后果进行划分的一种自然方式,并演示了这种随机性如何倾向于削弱对出生率(例如传染病的传播率)的选择,而增强对死亡率(例如导致感染结束的毒力等因素)的选择。从长远来看,如果寄生虫菌株之间存在毒力和传播之间的权衡,那么人口统计随机性引起的对传播的选择较弱和对毒力的选择较强,将倾向于推动低毒力的进化。本文是主题为“Price 方程 50 年”的一部分。