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

IF 1.8 4区 数学 Q3 ECOLOGY
Obias Mulenga Chimbola, Edward M Lungu, Barbara Szomolay
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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.

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
卡波西肉瘤(KS)是最常见的艾滋病定义癌症,即使hiv阳性的人寿命更长。与其他疱疹病毒一样,人类疱疹病毒-8 (HHV-8)在宿主体内建立终身感染,与HIV感染相关,可能在疾病期间的任何时间发生。随着全球KS发病率的增加,迫切需要设计hhv -8相关感染的最佳治疗策略。本文建立了非艾滋病性KS (NAKS)和艾滋病-KS两种具有先天免疫和适应性免疫机制的模型,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(MIM)的模型,我们定义了一个传染性抵抗阈值,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继发性感染,这是一个与无症状期病毒携带者相关的概念。在抗逆转录病毒联合治疗(cART)的情况下,采用最优控制策略获得治疗效果。对于MIM,我们已经证明单独使用KS疗法能够减少HHV-8的载量。在具有自适应机制(MAM)的模型中,我们发现,如果cART以最佳水平施用,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,HIV-1和HHV-8都可以降低。这些数学模型的预测有可能为NAKS和AIDS-KS的治疗提供更有效的治疗干预措施。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Biological Dynamics
Journal of Biological Dynamics ECOLOGY-MATHEMATICAL & COMPUTATIONAL BIOLOGY
CiteScore
4.90
自引率
3.60%
发文量
28
审稿时长
33 weeks
期刊介绍: Journal of Biological Dynamics, an open access journal, publishes state of the art papers dealing with the analysis of dynamic models that arise from biological processes. The Journal focuses on dynamic phenomena at scales ranging from the level of individual organisms to that of populations, communities, and ecosystems in the fields of ecology and evolutionary biology, population dynamics, epidemiology, immunology, neuroscience, environmental science, and animal behavior. Papers in other areas are acceptable at the editors’ discretion. In addition to papers that analyze original mathematical models and develop new theories and analytic methods, the Journal welcomes papers that connect mathematical modeling and analysis to experimental and observational data. The Journal also publishes short notes, expository and review articles, book reviews and a section on open problems.
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