A Mathematical Model of the Tuberculosis Epidemic

IF 1.4 4区 生物学 Q4 MATHEMATICAL & COMPUTATIONAL BIOLOGY Acta Biotheoretica Pub Date : 2021-04-20 DOI:10.1007/s10441-020-09406-8
Ally Yeketi Ayinla, Wan Ainun Mior Othman, Musa Rabiu
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引用次数: 7

Abstract

Tuberculosis has continued to retain its title as “the captain among these men of death”. This is evident as it is the leading cause of death globally from a single infectious agent. TB as it is fondly called has become a major threat to the achievement of the sustainable development goals (SDG) and hence require inputs from different research disciplines. This work presents a mathematical model of tuberculosis. A compartmental model of seven classes was used in the model formulation comprising of the susceptible S, vaccinated V, exposed E, undiagnosed infectious I1, diagnosed infectious I2, treated T and recovered R. The stability analysis of the model was established as well as the condition for the model to undergo backward bifurcation. With the existence of backward bifurcation, keeping the basic reproduction number less than unity \(({R_{0}}<1)\) is no more sufficient to keep TB out of the community. Hence, it is shown by the analysis that vaccination program, diagnosis and treatment helps to control the TB dynamics. In furtherance to that, it is shown that preference should be given to diagnosis over treatment as diagnosis precedes treatment. It is as well shown that at lower vaccination rate (0–20%), TB would still be endemic in the population. As such, high vaccination rate is required to send TB out of the community.

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结核病流行的数学模型
结核病继续保持着“这些死亡之人中的队长”的称号。这一点很明显,因为它是全球单一传染源死亡的主要原因。人们亲切地称之为结核病,它已成为实现可持续发展目标的主要威胁,因此需要不同研究学科的投入。这项工作提出了一个结核病的数学模型。模型配方中使用了七类的房室模型,包括易感S、接种疫苗的V、暴露的E、未诊断的传染性I1、诊断的传染性I2、治疗的T和康复的R。建立了模型的稳定性分析以及模型发生后向分叉的条件。在后向分叉存在的情况下,保持基本繁殖数小于1(({R_{0}}<;1)\)不足以将TB排除在群落之外。因此,分析表明,疫苗接种计划、诊断和治疗有助于控制结核病的动态。此外,研究表明,由于诊断先于治疗,因此应优先考虑诊断而非治疗。研究还表明,在较低的疫苗接种率(0-20%)下,结核病仍将在人群中流行。因此,需要高疫苗接种率才能将结核病赶出社区。
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来源期刊
Acta Biotheoretica
Acta Biotheoretica 生物-生物学
CiteScore
2.70
自引率
7.70%
发文量
19
审稿时长
3 months
期刊介绍: Acta Biotheoretica is devoted to the promotion of theoretical biology, encompassing mathematical biology and the philosophy of biology, paying special attention to the methodology of formation of biological theory. Papers on all kind of biological theories are welcome. Interesting subjects include philosophy of biology, biomathematics, computational biology, genetics, ecology and morphology. The process of theory formation can be presented in verbal or mathematical form. Moreover, purely methodological papers can be devoted to the historical origins of the philosophy underlying biological theories and concepts. Papers should contain clear statements of biological assumptions, and where applicable, a justification of their translation into mathematical form and a detailed discussion of the mathematical treatment. The connection to empirical data should be clarified. Acta Biotheoretica also welcomes critical book reviews, short comments on previous papers and short notes directing attention to interesting new theoretical ideas.
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