Investigating essential factors in the spread of lassa fever dynamics through sensitivity analysis

T. Faniran, E. O. Ayoola
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引用次数: 3

Abstract

Lassa fever is a zoonotic acute viral illness caused by Lassa virus. Since there is no vaccine yet to protect against contracting the virus, it continues to spread in West Africa. In this paper, a mathematical model of lassa transmission that considers two classes of rats: house rat and bush rat, is proposed. Theoretically, global stability of the model disease-free and endemic equilibria are established by constructing a global Lyapunov function. Sensitivity indices of the basic reproduction number are derived using the normalised forward approach to evaluate the effectiveness of control measures. The disease-free equilibrium is globally asymptotically stable when the basic reproduction number R0 1. Results from sensitivity analysis reveals that rat biting rate for infectious house rats RFH and infectious bush rats R_FB, transmission probability per contact with infectious house and bush rats (R_FH and R_FB), human recruitment rate and transmission probability per contact with infectious human hosts are highly significant in determining the severity of lassa infection. On the other hand, natural death rate of rats, natural death rate of human hosts, recovery and hospitalization rates of human hosts are critical for lassa transmission reduction. Plans that target the contact rate between house and bush rats (i.e use of indoor residual spray, fumigation of environment with pesticide) and those that target recovery rate of human hosts (i.e treatment of infectious human hosts) are recommended to control the disease.
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通过敏感性分析调查拉沙热传播动态的关键因素
拉沙热是由拉沙病毒引起的人畜共患急性病毒性疾病。由于目前还没有预防感染这种病毒的疫苗,它继续在西非传播。本文提出了一种考虑家鼠和丛林鼠两类鼠的拉沙传播数学模型。从理论上讲,通过构造一个全局Lyapunov函数,建立了模型无病平衡点和地方性平衡点的全局稳定性。利用正演归一化方法推导了基本繁殖数的敏感性指标,以评价控制措施的有效性。当基本繁殖数R0为1时,无病平衡是全局渐近稳定的。敏感性分析结果显示,家鼠和灌木林大鼠的咬人率、每次接触家鼠和灌木林大鼠的传播概率(R_FH和R_FB)、人的招募率和每次接触传染性宿主的传播概率是判断拉沙病毒感染严重程度的重要指标。另一方面,大鼠自然死亡率、人类宿主自然死亡率、人类宿主康复率和住院率对减少拉沙传播至关重要。建议制定以家鼠与丛林鼠接触率为目标的计划(即使用室内残留喷雾,用杀虫剂熏蒸环境)和以人类宿主恢复率为目标的计划(即治疗传染性人类宿主)来控制该病。
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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