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建模潜伏期反转药物在 HIV-1 和 SIV 脑感染中的作用及其对“休克和杀伤”策略的影响。

Modeling the Effects of Latency Reversing Drugs During HIV-1 and SIV Brain Infection with Implications for the "Shock and Kill" Strategy.

机构信息

Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, AB, T6G 2G1, Canada.

School of Mathematics, Jilin University, Changchun, 130012, Jilin Province, China.

出版信息

Bull Math Biol. 2021 Mar 12;83(4):39. doi: 10.1007/s11538-021-00875-7.

Abstract

Combination antiretroviral therapy (cART) has greatly increased life expectancy for human immunodeficiency virus-1 (HIV-1)-infected patients. Even given the remarkable success of cART, the virus persists in many different cells and tissues. The presence of viral reservoirs represents a major obstacle to HIV-1 eradication. These viral reservoirs contain latently infected long-lived cells. The "Shock and Kill" therapeutic strategy aims to reactivate latently infected cells by latency reversing agents (LRAs) and kill these reactivated cells by strategies involving the host immune system. The brain is a natural anatomical reservoir for HIV-1 infection. Brain macrophages, including microglia and perivascular macrophages, display productive HIV-1 infection. A mathematical model was used to analyze the dynamics of latently and productively infected brain macrophages during viral infection and this mathematical model enabled prediction of the effects of LRAs applied to the "Shock and Kill" strategy in the brain. The model was calibrated using reported data from simian immunodeficiency virus (SIV) studies. Our model produces the overarching observation that effective cART can suppress productively infected brain macrophages but leaves a residual latent viral reservoir in brain macrophages. In addition, our model demonstrates that there exists a parameter regime wherein the "Shock and Kill" strategy can be safe and effective for SIV infection in the brain. The results indicate that the "Shock and Kill" strategy can restrict brain viral RNA burden associated with severe neuroinflammation and can lead to the eradication of the latent reservoir of brain macrophages.

摘要

联合抗逆转录病毒疗法(cART)大大提高了人类免疫缺陷病毒-1(HIV-1)感染患者的预期寿命。即使 cART 取得了显著的成功,病毒仍然存在于许多不同的细胞和组织中。病毒储存库的存在是 HIV-1 根除的主要障碍。这些病毒储存库包含潜伏感染的长寿细胞。“休克和杀伤”治疗策略旨在通过潜伏逆转剂(LRAs)重新激活潜伏感染的细胞,并通过涉及宿主免疫系统的策略杀死这些被重新激活的细胞。大脑是 HIV-1 感染的天然解剖学储存库。大脑巨噬细胞,包括小胶质细胞和血管周巨噬细胞,显示出 HIV-1 的有效感染。使用数学模型来分析潜伏和产毒感染的大脑巨噬细胞在病毒感染过程中的动力学,该数学模型能够预测应用于大脑“休克和杀伤”策略的 LRAs 的效果。该模型使用从猿猴免疫缺陷病毒(SIV)研究中报告的数据进行校准。我们的模型产生了一个总体观察结果,即有效的 cART 可以抑制产毒感染的大脑巨噬细胞,但在大脑巨噬细胞中留下一个潜伏的病毒储存库。此外,我们的模型表明,存在一个参数范围,在这个范围内,“休克和杀伤”策略对于 SIV 感染大脑是安全有效的。结果表明,“休克和杀伤”策略可以限制与严重神经炎症相关的大脑病毒 RNA 负担,并导致大脑巨噬细胞潜伏储存库的消除。

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