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先天和适应性免疫机制对艾滋病相关卡波西肉瘤模型治疗方案的影响。

Effect of innate and adaptive immune mechanisms on treatment regimens in an AIDS-related Kaposi's Sarcoma model.

机构信息

Department of Mathematics and Statistical Sciences, Faculty of Science, Botswana International University of Science and Technology, Palapye, Botswana.

Department of Mathematics and Statistics, School of Science, Engineering and Technology (SSET), Mulungushi University, Kabwe, Zambia.

出版信息

J Biol Dyn. 2021 Dec;15(1):213-249. doi: 10.1080/17513758.2021.1912420.

Abstract

Kaposi Sarcoma (KS) is the most common AIDS-defining cancer, even as HIV-positive people live longer. Like other herpesviruses, human herpesvirus-8 (HHV-8) establishes a lifelong infection of the host that in association with HIV infection may develop at any time during the illness. With the increasing global incidence of KS, there is an urgent need of designing optimal therapeutic strategies for HHV-8-related infections. Here we formulate two models with innate and adaptive immune mechanisms, relevant for non-AIDS KS (NAKS) and AIDS-KS, where the initial condition of the second model is given by the equilibrium state of the first one. For the model with innate mechanism (MIM), we define an infectivity resistance threshold that will determine whether the primary HHV-8 infection of B-cells will progress to secondary infection of progenitor cells, a concept relevant for viral carriers in the asymptomatic phase. The optimal control strategy has been employed to obtain treatment efficacy in case of a combined antiretroviral therapy (cART). For the MIM we have shown that KS therapy alone is capable of reducing the HHV-8 load. In the model with adaptive mechanism (MAM), we show that if cART is administered at optimal levels, that is, 0.48 for protease inhibitors, 0.79 for reverse transcriptase inhibitors and 0.25 for KS therapy, both HIV-1 and HHV-8 can be reduced. The predictions of these mathematical models have the potential to offer more effective therapeutic interventions in the treatment of NAKS and AIDS-KS.

摘要

卡波西肉瘤(KS)是最常见的艾滋病定义性癌症,即使艾滋病毒感染者的寿命更长。与其他疱疹病毒一样,人类疱疹病毒 8 型(HHV-8)会导致宿主终生感染,而在 HIV 感染的情况下,这种感染可能会在疾病的任何时候发生。随着全球 KS 发病率的增加,迫切需要设计针对 HHV-8 相关感染的最佳治疗策略。在这里,我们制定了两个具有先天和适应性免疫机制的模型,适用于非艾滋病 KS(NAKS)和艾滋病-KS,其中第二个模型的初始条件由第一个模型的平衡状态给出。对于具有先天机制的模型(MIM),我们定义了一个感染性抗性阈值,该阈值将决定 B 细胞的原发性 HHV-8 感染是否会发展为祖细胞的二次感染,这是无症状阶段病毒携带者的一个概念。我们采用最优控制策略来获得联合抗逆转录病毒疗法(cART)的治疗效果。对于 MIM,我们已经表明,KS 治疗本身就能够降低 HHV-8 载量。在具有适应性机制的模型(MAM)中,我们表明如果 cART 以最佳水平给药,即蛋白酶抑制剂为 0.48、逆转录酶抑制剂为 0.79、KS 治疗为 0.25,那么 HIV-1 和 HHV-8 都可以减少。这些数学模型的预测有可能为 NAKS 和艾滋病-KS 的治疗提供更有效的治疗干预措施。

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