Weitz J S, Hartman H, Levin S A
Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ 08544, USA.
Proc Natl Acad Sci U S A. 2005 Jul 5;102(27):9535-40. doi: 10.1073/pnas.0504062102. Epub 2005 Jun 23.
We propose a computational and theoretical framework for analyzing rapid coevolutionary dynamics of bacteriophage and bacteria in their ecological context. Bacteriophage enter host cells via membrane-bound surface receptors often responsible for nutrient uptake. As such, a selective pressure will exist for the bacteria to modify its receptor configuration and, in turn, for the phage to modify its tail fiber. A mathematical model of these trait adaptations is developed by using the framework of adaptive dynamics. Host strains differ in their efficiency of resource uptake and resistance to phage, whereas phage strains differ in their host preference for adsorption. We solve the evolutionary ecology model and find the conditions for coevolutionary branching and relevant dimensionless parameters leading to distinct quasispecies. We confirm these calculations using stochastic Monte Carlo simulations of populations evolving in a chemostat with fixed washout rate and inflow resource density. We find that multiple quasispecies of bacteria and phage can coexist in a homogeneous medium with a single resource. When diversification occurs, quasispecies of phage adsorb effectively to only a limited subset of the total number of quasispecies of bacteria, i.e., functional differences between quasispecies arise endogenously within the evolutionary ecology framework. Finally, we discuss means to relate predictions of this model to experimental studies in the chemostat, using the model organisms Escherichia coli and the virulent strain of lambda phage.
我们提出了一个计算和理论框架,用于分析噬菌体和细菌在其生态环境中的快速协同进化动态。噬菌体通过通常负责营养物质摄取的膜结合表面受体进入宿主细胞。因此,细菌会面临改变其受体构型的选择压力,相应地,噬菌体也会面临改变其尾丝的选择压力。利用适应性动力学框架建立了这些性状适应的数学模型。宿主菌株在资源摄取效率和对噬菌体的抗性方面存在差异,而噬菌体菌株在吸附的宿主偏好方面存在差异。我们求解了进化生态模型,找到了协同进化分支的条件以及导致不同准物种的相关无量纲参数。我们使用在具有固定冲洗率和流入资源密度的恒化器中进化的种群的随机蒙特卡罗模拟来证实这些计算。我们发现细菌和噬菌体的多个准物种可以在含有单一资源的均匀介质中共存。当发生多样化时,噬菌体的准物种仅能有效吸附到细菌准物种总数的有限子集中,即准物种之间的功能差异在进化生态框架内内生产生。最后,我们讨论了将该模型的预测与恒化器中的实验研究相关联的方法,使用模式生物大肠杆菌和λ噬菌体的烈性菌株。