Wodarz D, Nowak M A
Institute for Advanced Study, Princeton, NJ 08540, USA.
Philos Trans R Soc Lond B Biol Sci. 2000 Aug 29;355(1400):1059-70. doi: 10.1098/rstb.2000.0643.
A very important question in immunology is to determine which factors decide whether an immune response can efficiently clear or control a viral infection, and under what circumstances we observe persistent viral replication and pathology. This paper summarizes how mathematical models help us gain new insights into these questions, and explores the relationship between antiviral therapy and long-term immunological control in human immunodeficiency virus (HIV) infection. We find that cytotoxic T lymphocyte (CTL) memory, defined as antigen-independent persistence of CTL precursors, is necessary for the CTL response to clear an infection. The presence of such a memory response is associated with the coexistence of many CTL clones directed against multiple epitopes. If CTL memory is inefficient, then persistent replication can be established. This outcome is associated with a narrow CTL response directed against only one or a few viral epitopes. If the virus replicates persistently, occurrence of pathology depends on the level of virus load at equilibrium, and this can be determined by the overall efficacy of the CTL response. Mathematical models suggest that controlled replication is reflected by a positive correlation between CTLs and virus load. On the other hand, uncontrolled viral replication results in higher loads and the absence of a correlation between CTLs and virus load. A negative correlation between CTLs and virus load indicates that the virus actively impairs immunity, as observed with HIV. Mathematical models and experimental data suggest that HIV persistence and pathology are caused by the absence of sufficient CTL memory. We show how mathematical models can help us devise therapy regimens that can restore CTL memory in HIV patients and result in long-term immunological control of the virus in the absence of life-long treatment.
免疫学中一个非常重要的问题是确定哪些因素决定免疫反应能否有效清除或控制病毒感染,以及在何种情况下会出现病毒持续复制和病理变化。本文总结了数学模型如何帮助我们对这些问题获得新的见解,并探讨了抗病毒治疗与人类免疫缺陷病毒(HIV)感染中长期免疫控制之间的关系。我们发现,细胞毒性T淋巴细胞(CTL)记忆,定义为CTL前体的抗原非依赖性持久性,是CTL反应清除感染所必需的。这种记忆反应的存在与针对多个表位的许多CTL克隆的共存有关。如果CTL记忆效率低下,那么就可以建立持续复制。这一结果与仅针对一个或几个病毒表位的狭窄CTL反应有关。如果病毒持续复制,病理变化的发生取决于平衡时的病毒载量水平,而这可以由CTL反应的总体效力来决定。数学模型表明,受控复制表现为CTL与病毒载量之间呈正相关。另一方面,不受控制的病毒复制会导致更高的载量,且CTL与病毒载量之间不存在相关性。CTL与病毒载量之间的负相关表明病毒会积极损害免疫力,如在HIV感染中所观察到的那样。数学模型和实验数据表明,HIV的持续存在和病理变化是由缺乏足够的CTL记忆所致。我们展示了数学模型如何帮助我们设计治疗方案,从而在HIV患者中恢复CTL记忆,并在无需终身治疗的情况下实现对病毒的长期免疫控制。