Magombedze Gesham, Eda Shigetoshi, Ganusov Vitaly V
National Institute for Mathematical and Biological Synthesis, University of Tennessee, Knoxville, Tennesse, United States of America.
Department of Forestry, Wildlife, and Fisheries, University of Tennessee, Knoxville, Tennesse, United States of America.
PLoS Comput Biol. 2014 Jan;10(1):e1003414. doi: 10.1371/journal.pcbi.1003414. Epub 2014 Jan 9.
Johne's disease (JD), a persistent and slow progressing infection of ruminants such as cows and sheep, is caused by slow replicating bacilli Mycobacterium avium subspecies paratuberculosis (MAP) infecting macrophages in the gut. Infected animals initially mount a cell-mediated CD4 T cell response against MAP which is characterized by the production of interferon gamma (Th1 response). Over time, Th1 response diminishes in most animals and antibody response to MAP antigens becomes dominant (Th2 response). The switch from Th1 to Th2 response occurs concomitantly with disease progression and shedding of the bacteria in feces. Mechanisms controlling this Th1/Th2 switch remain poorly understood. Because Th1 and Th2 responses are known to cross-inhibit each other, it is unclear why initially strong Th1 response is lost over time. Using a novel mathematical model of the immune response to MAP infection we show that the ability of extracellular bacteria to persist outside of macrophages naturally leads to switch of the cellular response to antibody production. Several additional mechanisms may also contribute to the timing of the Th1/Th2 switch including the rate of proliferation of Th1/Th2 responses at the site of infection, efficiency at which immune responses cross-inhibit each other, and the rate at which Th1 response becomes exhausted over time. Our basic model reasonably well explains four different kinetic patterns of the Th1/Th2 responses in MAP-infected sheep by variability in the initial bacterial dose and the efficiency of the MAP-specific T cell responses. Taken together, our novel mathematical model identifies factors of bacterial and host origin that drive kinetics of the immune response to MAP and provides the basis for testing the impact of vaccination or early treatment on the duration of infection.
副结核(JD)是牛和羊等反刍动物的一种持续性、进展缓慢的感染性疾病,由缓慢复制的副结核分枝杆菌(MAP)感染肠道巨噬细胞引起。受感染动物最初会针对MAP产生以γ干扰素产生为特征的细胞介导的CD4 T细胞反应(Th1反应)。随着时间的推移,大多数动物的Th1反应减弱,针对MAP抗原的抗体反应占主导地位(Th2反应)。从Th1反应向Th2反应的转变与疾病进展以及细菌随粪便排出同时发生。控制这种Th1/Th2转换的机制仍知之甚少。由于已知Th1和Th2反应相互交叉抑制,目前尚不清楚为何最初强烈的Th1反应会随着时间的推移而消失。我们使用一种针对MAP感染的免疫反应的新型数学模型表明,细胞外细菌在巨噬细胞外持续存在的能力自然会导致细胞反应向抗体产生的转变。其他几种机制也可能对Th1/Th2转换的时间产生影响,包括感染部位Th1/Th2反应的增殖速率、免疫反应相互交叉抑制的效率以及Th1反应随时间耗尽的速率。我们的基本模型通过初始细菌剂量和MAP特异性T细胞反应效率的变化,合理地解释了MAP感染绵羊中Th1/Th2反应的四种不同动力学模式。综上所述,我们的新型数学模型确定了驱动对MAP免疫反应动力学的细菌和宿主来源因素,并为测试疫苗接种或早期治疗对感染持续时间的影响提供了基础。