Mathematical analysis of sex-structured population model of HIV infection in Kenya

Q3 Mathematics Letters in Biomathematics Pub Date : 2018-08-09 DOI:10.1080/23737867.2018.1506712
E. Omondi, Rachel Waema Mbogo, L. Luboobi
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引用次数: 20

Abstract

ABSTRACT In this paper, we develop a mathematical model describing the dynamics of HIV transmission by incorporating sexual orientation of individuals. Equilibrium points and the basic reproduction number are derived. The basic reproduction number provides a threshold that determines whether or not the disease fades away. The model, described by non-linear ODEs, shows existence of unique disease-free and disease-persistent equilibria. Least squares curve fitting is presented to quantitatively investigate the trend of infection within each gender. The results are indicative of a higher infectivity in the female population. We further investigated the effect of the introduction of pre-exposure prophylaxis (PrEP) on the dynamics of the HIV. Our results show that the introduction of PrEP has had a positive effect on the limitation of spread of HIV. Sensitivity analysis results show that control of effective contacts can result in control of the disease across gender divide. The model provides a unique opportunity to influence policy on HIV treatment and management.
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肯尼亚HIV感染性别结构人口模型的数学分析
摘要在本文中,我们建立了一个数学模型,通过结合个人的性取向来描述艾滋病毒传播的动态。导出了平衡点和基本繁殖数。基本繁殖数提供了一个阈值,用于确定疾病是否消退。该模型由非线性常微分方程描述,表明存在独特的无病和疾病持久平衡。最小二乘曲线拟合用于定量研究每个性别的感染趋势。这一结果表明,女性人群具有更高的传染性。我们进一步研究了暴露前预防(PrEP)对HIV动态的影响。我们的研究结果表明,PrEP的引入对限制艾滋病毒的传播产生了积极影响。敏感性分析结果表明,控制有效接触者可以跨越性别差异控制疾病。该模式为影响艾滋病毒治疗和管理政策提供了一个独特的机会。
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
Letters in Biomathematics
Letters in Biomathematics Mathematics-Statistics and Probability
CiteScore
2.00
自引率
0.00%
发文量
0
审稿时长
14 weeks
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