Zhou Wei, Brisson Dustin
University of Pennsylvania, 3451 Walnut Street, Philadelphia, PA 19104, USA.
Microbiology (Reading). 2017 Aug;163(8):1179-1188. doi: 10.1099/mic.0.000513. Epub 2017 Aug 4.
The population dynamics of pathogens within hosts result from interactions between host immune responses and mechanisms of the pathogen to evade or resist immune responses. Vertebrate hosts have evolved adaptive immune responses to eliminate the infection, while many pathogens evade immune clearance through altering surface antigens. Such interactions can result in a characteristic pattern of pathogen population dynamics within hosts consisting of population growth after infection, rapid population decline following specific immune responses, followed by persistence at low densities during a chronic infection stage. Despite the medical importance of chronic infections, little is known about the conditions of the interactions between variable antigens and the adaptive immune system that cause the characteristic pathogen population dynamics. Using the vls antigenic variation system of the Lyme disease pathogen, Borrelia burgdorferi, as a model system, we investigated conditions of the interaction between the antigenic variation system and the adaptive immune response that can explain the within-host population dynamics of B. burgdorferi using mathematical modelling. This characteristic population dynamic pattern can be explained by models that assume a variable immune removal rate of antibody-bound B. burgdorferi. However, models with a constant immune removal rate could reproduce the rapid population decline of B. burgdorferi populations but not their long-term persistence within hosts using parameter values determined by fitting empirical data. The model predictions, along with the assumptions about the interactions between B. burgdorferi and the immune response, can be tested experimentally to estimate the likelihood that each mechanism affects B. burgdorferi population dynamics in real infections.
宿主体内病原体的种群动态是宿主免疫反应与病原体逃避或抵抗免疫反应机制之间相互作用的结果。脊椎动物宿主进化出适应性免疫反应以消除感染,而许多病原体则通过改变表面抗原逃避免疫清除。这种相互作用可导致宿主体内病原体种群动态呈现出一种特征模式,即感染后种群增长、特定免疫反应后种群迅速下降,随后在慢性感染阶段以低密度持续存在。尽管慢性感染具有医学重要性,但对于可变抗原与适应性免疫系统之间相互作用的条件所知甚少,而正是这些条件导致了病原体种群的特征性动态变化。我们以莱姆病病原体伯氏疏螺旋体的可变淋巴细胞表面抗原(vls)抗原变异系统作为模型系统,利用数学建模研究了抗原变异系统与适应性免疫反应之间相互作用的条件,这些条件可以解释伯氏疏螺旋体在宿主体内的种群动态。这种特征性的种群动态模式可以通过假设抗体结合的伯氏疏螺旋体免疫清除率可变的模型来解释。然而,具有恒定免疫清除率的模型在使用通过拟合经验数据确定的参数值时,能够重现伯氏疏螺旋体种群的快速下降,但无法重现其在宿主体内的长期持续存在。模型预测以及关于伯氏疏螺旋体与免疫反应之间相互作用的假设,可以通过实验进行检验,以估计每种机制在实际感染中影响伯氏疏螺旋体种群动态的可能性。