A mathematical treatment of AIDS and condom use.

D. Greenhalgh, M. Doyle, F. Lewis
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引用次数: 46

Abstract

In this paper we examine the impact of condom use on the sexual transmission of human immunodeficiency virus (HIV) and acquired immune deficiency syndrome (AIDS) amongst a homogeneously mixing male homosexual population. We first derive a multi-group SIR-type model of HIV/AIDS transmission where the homosexual population is split into subgroups according to frequency of condom use. Both susceptible and infected individuals can transfer between the different groups. We then discuss in detail an important special case of this model which includes two risk groups and perform an equilibrium and stability analysis for this special case. Our analysis shows that this model can exhibit unusual behaviour. As normal, if the basic reproduction number, R0, is greater than unity then there is a unique disease-free equilibrium which is locally unstable and a unique endemic equilibrium. However, when R0 is less than unity two endemic equilibrium solutions can also co-exist simultaneously with the disease-free solution which is locally stable. Numerical simulations using realistic parameter values confirm this and we find that in certain circumstances the disease-free solution and one of the endemic solutions are both locally asymptotically stable, while the other endemic solution is unstable. This unusual behaviour has important implications for control of the disease as reducing R0 to less than unity no longer guarantees eradication of the disease. For a restricted special case of this two-group model we show that there is only the disease-free equilibrium for R0 < or = 1 which is globally stable. For R0 > 1 the disease-free equilibrium is unstable and there is a unique endemic equilibrium which is locally stable. We then attempt to fit the model to HIV and AIDS incidence data from San Francisco, USA. The paper concludes with a brief discussion.
艾滋病和避孕套使用的数学处理。
在本文中,我们研究了避孕套的使用对人类免疫缺陷病毒(HIV)和获得性免疫缺陷综合征(AIDS)的性传播在同质混合的男性同性恋人群中的影响。我们首先推导出HIV/AIDS传播的多组sir型模型,其中同性恋人群根据使用避孕套的频率分成亚组。易感和受感染的个体都可以在不同的群体之间转移。然后,我们详细讨论了该模型中包含两个风险组的一个重要特例,并对该特例进行了均衡和稳定性分析。我们的分析表明,这个模型可以表现出不寻常的行为。通常,如果基本繁殖数R0大于1,则存在一个局部不稳定的唯一无病平衡和一个唯一地方性平衡。然而,当R0小于1时,两个地方性平衡解也可以与局部稳定的无病解同时存在。使用实际参数值的数值模拟证实了这一点,我们发现在某些情况下,无病解和其中一个地方性解都是局部渐近稳定的,而另一个地方性解是不稳定的。这种不寻常的行为对控制该病具有重要意义,因为将R0降低到小于1不再保证根除该病。对于这两群模型的一个限制特例,我们证明了只有R0 <或= 1的无病平衡是全局稳定的。对于R0 bbb1,无病平衡是不稳定的,存在一个独特的地方性平衡,它是局部稳定的。然后,我们尝试将该模型拟合到美国旧金山的艾滋病毒和艾滋病发病率数据中。本文最后作了简短的讨论。
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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