Ciupe Stanca M, Vaidya Naveen K, Forde Jonathan E
Department of Mathematics, Virginia Tech, Blacksburg, 24060 VA, USA.
Department of Mathematics and Statistics, San Diego State University, San Diego, CA 92182, USA.
Proc Biol Sci. 2021 Feb 10;288(1944):20202715. doi: 10.1098/rspb.2020.2715.
The relationship between the inoculum dose and the ability of the pathogen to invade the host is poorly understood. Experimental studies in non-human primates infected with different inoculum doses of hepatitis B virus have shown a non-monotonic relationship between dose magnitude and infection outcome, with high and low doses leading to 100% liver infection and intermediate doses leading to less than 0.1% liver infection, corresponding to CD4 T-cell priming. Since hepatitis B clearance is CD8 T-cell mediated, the question of whether the inoculum dose influences CD8 T-cell dynamics arises. To help answer this question, we developed a mathematical model of virus-host interaction following hepatitis B virus infection. Our model explains the experimental data well, and predicts that the inoculum dose affects both the timing of the CD8 T-cell expansion and the quality of its response, especially the non-cytotoxic function. We find that a low-dose challenge leads to slow CD8 T-cell expansion, weak non-cytotoxic functions, and virus persistence; high- and medium-dose challenges lead to fast CD8 T-cell expansion, strong cytotoxic and non-cytotoxic function, and virus clearance; while a super-low-dose challenge leads to delayed CD8 T-cell expansion, strong cytotoxic and non-cytotoxic function, and virus clearance. These results are useful for designing immune cell-based interventions.
接种剂量与病原体侵入宿主能力之间的关系目前还知之甚少。对感染不同接种剂量乙型肝炎病毒的非人类灵长类动物进行的实验研究表明,剂量大小与感染结果之间存在非单调关系,高剂量和低剂量导致100%的肝脏感染,中等剂量导致低于0.1%的肝脏感染,这与CD4 T细胞启动相对应。由于乙型肝炎的清除是由CD8 T细胞介导的,因此接种剂量是否会影响CD8 T细胞动态变化的问题随之而来。为了帮助回答这个问题,我们建立了一个乙型肝炎病毒感染后病毒-宿主相互作用的数学模型。我们的模型很好地解释了实验数据,并预测接种剂量会影响CD8 T细胞扩增的时间及其反应质量,尤其是非细胞毒性功能。我们发现,低剂量攻击导致CD8 T细胞扩增缓慢、非细胞毒性功能较弱以及病毒持续存在;高剂量和中等剂量攻击导致CD8 T细胞快速扩增、细胞毒性和非细胞毒性功能较强以及病毒清除;而超低剂量攻击导致CD8 T细胞扩增延迟、细胞毒性和非细胞毒性功能较强以及病毒清除。这些结果对于设计基于免疫细胞的干预措施很有用。