Modelling the potential impact of TB-funded prevention programs on the transmission dynamics of TB

IF 8.8 3区 医学 Q1 Medicine
V.M. Mbalilo , F. Nyabadza , S.P. Gatyeni
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引用次数: 0

Abstract

Tuberculosis (TB) continues to be a major global health challenge, with millions of new cases and deaths each year despite the massive efforts and funding put in the fight against the disease. In this paper, we develop a mathematical model to evaluate the impact of TB-funded prevention programs on the transmission dynamics of TB. The model incorporates stages of TB infection (latent and active), and accounts for the effects of treatment, funding and TB-funded prevention programs. Our analysis shows that increased funding and enhanced prevention programs reduce the number of active TB cases, thereby decreasing the reproduction number and TB endemicity. Specifically, higher funding rates lead to improved prevention and treatment outcomes, resulting in the lowering of the effective reproduction number (R0) and reduced transmission. The model's steady states are determined and it is shown that the model has a disease-free equilibrium that is locally asymptotically stable whenever R0<1 and multiple endemic equilibria for R0c<R0<1 and a unique endemic equilibrium for R0>1. The model is shown to exhibit a backward bifurcation that vanishes as the funding for TB is increased. The paper also highlights that treatment alone, while beneficial, is less effective than a combined strategy involving funding and prevention. Numerical simulations are carried out and the influences of various parameters on the effective reproduction number are investigated. The implications of TB-funded prevention programs on TB dynamics and control of TB are discussed and valuable insights for policymakers in designing effective TB control programs are highlighted.
模拟结核病资助的预防规划对结核病传播动态的潜在影响
结核病仍然是一项重大的全球卫生挑战,尽管为防治这一疾病作出了巨大努力和投入了大量资金,但每年仍有数百万新病例和死亡。在本文中,我们开发了一个数学模型来评估结核病资助的预防项目对结核病传播动态的影响。该模型纳入了结核病感染的各个阶段(潜伏期和活动性),并考虑了治疗、供资和结核病资助的预防规划的效果。我们的分析表明,增加资金和加强预防计划减少了活动性结核病病例的数量,从而降低了再生产数量和结核病流行。具体而言,较高的供资率可改善预防和治疗结果,从而降低有效繁殖数(R0)并减少传播。确定了模型的稳态,并证明了模型具有在R0<;1时局部渐近稳定的无病平衡点和R0<; R0<;1时的多个地方性平衡点以及R0>;1时的唯一地方性平衡点。该模型显示出一种后向分叉,这种分叉随着结核病资金的增加而消失。这篇论文还强调,单独治疗虽然有益,但不如涉及资助和预防的综合战略有效。进行了数值模拟,研究了各参数对有效再生数的影响。讨论了结核病资助的预防规划对结核病动态和结核病控制的影响,并强调了决策者在设计有效的结核病控制规划方面的宝贵见解。
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
Infectious Disease Modelling
Infectious Disease Modelling Mathematics-Applied Mathematics
CiteScore
17.00
自引率
3.40%
发文量
73
审稿时长
17 weeks
期刊介绍: Infectious Disease Modelling is an open access journal that undergoes peer-review. Its main objective is to facilitate research that combines mathematical modelling, retrieval and analysis of infection disease data, and public health decision support. The journal actively encourages original research that improves this interface, as well as review articles that highlight innovative methodologies relevant to data collection, informatics, and policy making in the field of public health.
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