Department of Ecology and Evolutionary Biology, 830 North University Avenue, University of Michigan, Ann Arbor, MI 48109, USA.
J Theor Biol. 2011 Feb 7;270(1):80-7. doi: 10.1016/j.jtbi.2010.11.009. Epub 2010 Nov 18.
Consumer-resource dynamics of hosts with their pathogens are modulated by complex interactions between various branches of hosts' immune systems and the imperfectly perceived pathogen. Multistrain SIR models tend to sweep competitive interaction terms between different pathogen strains into a single parameter representing cross-immunity. After reviewing several hypotheses about the generation of immune responses, we look into the consequences of assuming that hosts with identical immune repertoires respond to new pathogens identically. In particular, we vary the breadth of the typical immune response, or the average number of pathogen epitopes a host perceives, and the probability of perceiving a particular epitope. The latter quantity in our model is equivalent both to the degree of diversity in host responses at the population level and the relative immunodominance of different epitopes. We find that a sharp transition to strain coexistence occurs as host responses become narrow or skewed toward one epitope. Increasing the breadth of the immune response and the immunogenicity of different epitopes typically increases the range of cross-immunity values in which chaotic strain dynamics and competitive exclusion occur. Models attempting to predict the outcomes of strain competition should thus consider the potential diversity and specificity of hosts' responses to infection.
宿主与其病原体之间的消费-资源动态受到宿主免疫系统各分支与不完全感知病原体之间复杂相互作用的调节。多菌株 SIR 模型倾向于将不同病原体菌株之间的竞争相互作用项扫入代表交叉免疫的单个参数中。在回顾了关于免疫反应产生的几个假设之后,我们研究了假设具有相同免疫反应谱的宿主对新病原体的反应完全相同的后果。特别是,我们改变了典型免疫反应的广度,即宿主感知的病原体表位的平均数量,以及感知特定表位的概率。在我们的模型中,后一个数量既等于群体水平上宿主反应的多样性程度,也等于不同表位的相对免疫优势。我们发现,随着宿主反应变得狭窄或偏向于一个表位,菌株共存会发生急剧转变。增加免疫反应的广度和不同表位的免疫原性通常会增加发生混沌菌株动力学和竞争排斥的交叉免疫值范围。因此,试图预测菌株竞争结果的模型应该考虑宿主对感染的潜在多样性和特异性反应。