MATHEMATICAL MODELLING APPROACH OF THE STUDY OF EBOLA VIRUS DISEASE TRANSMISSION DYNAMICS IN A DEVELOPING COUNTRY.

Q4 Medicine
African Journal of Infectious Diseases Pub Date : 2022-12-22 eCollection Date: 2023-01-01 DOI:10.21010/Ajidv17i1.2
Mbah Godwin Christopher E, Onah Ifeanyi Sunday, Ahman Queeneth Ojoma, Collins Obiora C, Asogwa Christopher C, Okoye Chukwudi
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引用次数: 0

Abstract

Background: Ebola Virus causes disease both in human and non-human primates especially in developing countries. In 2014 during its outbreak, it led to majority of deaths especially in some impoverished area of West Africa and its effect is still witnessed up till date.

Materials and methods: We studied the spread of Ebola virus and obtained a system of equations comprising of eighteen equations which completely described the transmission of Ebola Virus in a population where control measures were incorporated and a major source of contacting the disease which is the traditional washing of dead bodies was also incorporated. We investigated the local stability of the disease-free equilibrium using the Jacobian Matrix approach and the disease- endemic stability using the center manifold theorem. We also investigated the global stability of the equilibrium points using the LaSalle's Invariant principle.

Results: The result showed that the disease-free and endemic equilibrium where both local and globally stable and that the system exhibits a forward bifurcation.

Conclusions: Numerical simulations were carried out and our graphs show that vaccine and condom use is best for susceptible population, quarantine is best for exposed population, isolation is best for infectious population and proper burial of the diseased dead is the best to avoid further disease spread in the population and have quicker and better recovery.

Abstract Image

Abstract Image

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研究发展中国家埃博拉病毒传播动态的数学模型方法。
背景:埃博拉病毒会导致人类和非人灵长类动物患病,尤其是在发展中国家。2014 年,埃博拉病毒爆发,导致大多数人死亡,尤其是在西非的一些贫困地区,其影响至今仍在持续:我们对埃博拉病毒的传播进行了研究,得到了一个由 18 个方程组成的方程组,该方程组完整地描述了埃博拉病毒在人群中的传播,其中包含了控制措施,还包含了一个主要的疾病接触源,即传统的尸体清洗。我们利用雅各布矩阵方法研究了无疾病平衡的局部稳定性,并利用中心流形定理研究了疾病流行的稳定性。我们还利用拉萨尔不变原理研究了平衡点的全局稳定性:结果表明,无疾病平衡点和疾病流行平衡点既是局部稳定的,也是全局稳定的,而且系统出现了正向分岔:我们进行了数值模拟,结果表明,对于易感人群,使用疫苗和安全套是最佳选择;对于暴露人群,隔离是最佳选择;对于感染人群,隔离是最佳选择;而妥善掩埋病死者是避免疾病在人群中进一步传播并更快更好地康复的最佳选择。
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来源期刊
African Journal of Infectious Diseases
African Journal of Infectious Diseases Medicine-Infectious Diseases
CiteScore
1.60
自引率
0.00%
发文量
32
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