Murray John M, Goyal Ashish
School of Mathematics and Statistics, UNSW, Sydney, NSW 2052, Australia.
School of Mathematics and Statistics, UNSW, Sydney, NSW 2052, Australia.
J Theor Biol. 2015 Feb 7;366:91-102. doi: 10.1016/j.jtbi.2014.11.020. Epub 2014 Dec 2.
The progression of acute hepatitis B virus (HBV) to chronic infection or clearance is highly dependent on the host immune response composed of cytolytic (CTL) and non-cytolytic (non-CTL) effects. Cytolytic processes induce hepatocyte killing while non-CTL processes inhibit intracellular replication. Both effects are widely recognized and accepted. However, there are uncertainties about the assistance provided by either the loss of covalently circular closed DNA (cccDNA) during cell proliferation or the emergence of refractory cells to immune mediated clearance. We developed an agent-based mathematical model and tested the relative roles of different mechanisms of the immune system in the clearance of acute HBV infection. HBV viremia clearance time and hepatocyte turnover (HT) were used as the two major criteria in determining reasonable outcomes. Modelling results in 90% of cells containing between 1 and 17 cccDNA copies and normally distributed at the peak of infection. Variations in p36 levels, responsible for determining export of virions or recirculation to amplify cccDNA numbers, have a much greater impact on mean cccDNA level/cell at peak viremia than virus infectivity and cccDNA half-life. A strong CTL effect alone failed to clear infection with HT ≈ 10. Acute infection clearance was possible with combined CTL and non-CTL effects along with complete loss of intracellular viral components during cell proliferation resulting in the desired range of HT (0.7-1). The emergence of cells refractory to infection can reduce HT by up to 90%. However their impact was less effective than complete loss of intracellular viral components during cell proliferation.
the existence of refractory cells is not necessary when there is complete loss of intracellular quantities during cell proliferation but is essential with only partial clearance.
急性乙型肝炎病毒(HBV)向慢性感染或清除的进展高度依赖于由细胞溶解(CTL)和非细胞溶解(非CTL)效应组成的宿主免疫反应。细胞溶解过程诱导肝细胞杀伤,而非CTL过程抑制细胞内复制。这两种效应都得到了广泛认可和接受。然而,关于细胞增殖过程中共价闭环DNA(cccDNA)的丢失或难治性细胞的出现对免疫介导清除的辅助作用存在不确定性。我们开发了一种基于主体的数学模型,并测试了免疫系统不同机制在急性HBV感染清除中的相对作用。HBV病毒血症清除时间和肝细胞更新率(HT)被用作确定合理结果的两个主要标准。建模结果显示,90%的细胞含有1至17个cccDNA拷贝,且在感染高峰期呈正态分布。负责决定病毒颗粒输出或再循环以扩增cccDNA数量的p36水平变化,对病毒血症高峰期平均每个细胞的cccDNA水平的影响远大于病毒感染性和cccDNA半衰期。仅强烈的CTL效应无法清除感染,此时HT≈10。联合CTL和非CTL效应,以及细胞增殖过程中细胞内病毒成分的完全丧失,可实现急性感染清除,并产生所需范围的HT(0.7 - 1)。难治性感染细胞的出现可使HT降低多达90%。然而,它们的影响不如细胞增殖过程中细胞内病毒成分的完全丧失有效。
当细胞增殖过程中细胞内数量完全丧失时,难治性细胞并非必要,但仅部分清除时则必不可少。