Modeling the Transmission Dynamics of Tuberculosis in Humans

Farida Kisinda, Joshua A. Mwasunda, Mbwiga Aloni
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Abstract

Tuberculosis (TB) is a major threat to human health particularly in most of developing countries. In this article, we formulate and analyze a deterministic model for the transmission dynamics of pulmonary and extra-pulmonary tuberculosis. The next generation method is employed to find the basic reproduction number R0 which helps to determine whether TB clears or persists in the human population. Global stability of model equilibria is done through Lyapunov functions whereas the normalized forward sensitivity index method is adopted to determine parameters that drive tuberculosis. Analysis shows that both TB free and endemic equilibria exist. The TB free equilibrium is globally asymptotically stable whenever the basic reproduction number R0 < 1 whereas the endemic equilibrium is globally asymptotically stable whenever R0 > 1. Sensitivity analysis shows that the TB infection rate, the fraction of individuals who progress to pulmonary tuberculosis and its induced death drive TB. Numerical results indicate that when there are no interventions, susceptible humans decline significantly with time until when they are attracted to the steady state whereas latently infected, pulmonary and extra-pulmonary TB individuals increase until when they settle at the equilibrium states supporting the analytical results for existence of the endemic equilibrium. In light of these findings, we recommend treating humans infected with pulmonary TB who are carriers of the disease.
结核病在人类中的传播动态建模
结核病(TB)是人类健康的一大威胁,尤其是在大多数发展中国家。在本文中,我们建立并分析了肺结核和肺外结核病传播动态的确定性模型。我们采用了下一代方法来寻找基本繁殖数 R0,它有助于确定结核病在人类中是清除还是持续存在。通过 Lyapunov 函数实现模型平衡的全局稳定性,同时采用归一化前向敏感性指数法确定驱动结核病的参数。分析表明,无结核病平衡和地方病平衡都存在。当基本繁殖数 R0 < 1 时,无结核病平衡是全局渐近稳定的,而当 R0 > 1 时,地方病平衡是全局渐近稳定的。敏感性分析表明,肺结核感染率、发展为肺结核的个体比例及其诱发的死亡都会导致肺结核。数值结果表明,在没有任何干预措施的情况下,易感人群的数量会随着时间的推移而显著下降,直到他们被吸引到稳定状态为止,而潜伏感染者、肺结核患者和肺外结核病患者的数量则会增加,直到他们达到平衡状态为止,这支持了地方病平衡存在的分析结果。鉴于这些研究结果,我们建议对感染肺结核的带菌者进行治疗。
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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