周期性气候条件下地方性疟疾传播数学模型的敏感性分析

Ndung’u Reuben M.
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引用次数: 0

摘要

我们对地方性疟疾传播的周期性数学模型进行敏感性分析,以确定模型参数对疾病传播和流行的相对重要性和影响。在此分析中,编制了两组基线参数值:一组用于显示高传输速率的区域,另一组用于显示低传输速率的区域。计算了基本繁殖数和地方性平衡点的敏感性指数。研究发现,在低传播地区,繁殖数对蚊虫叮咬率最敏感,而感染人的平衡比例对人的康复率最敏感。对各状态变量进行敏感性分析。结果表明,与媒介能力相关的因素是影响疟疾在社会中传播和持续的主要因素。这些发现表明,针对媒介特征(如蚊子叮咬率)和针对人类康复率的策略可以非常成功地控制疟疾。这些战略包括使用驱虫蚊帐、室内滞留喷洒、及时诊断和治疗感染个体。然而,综合干预策略比单一干预更有效。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Sensitivity Analysis of a Mathematical Model for the Transmission of Endemic Malaria under Periodic Climatic Conditions
We perform sensitivity analysis on a periodic mathematical model of endemic malaria transmission to determine the relative importance and impact of model parameters to disease transmission and prevalence. In this analysis, two sets of baseline parameter values are compiled: one for areas that exhibit high transmission rate and another one for areas with low transmission rates. Sensitivity indices for the basic reproductive number and the endemic equilibrium points are computed. The study established that in areas of low transmission, the reproductive number is most sensitive to the mosquito biting rate, but the equilibrium proportion of the infectious humans is most sensitive to the human recovery rate.  Sensitivity analysis on all state variables was conducted. The results indicated that the most influential factors in the transmission and persistence of malaria in the society are those related to vectorial competence. These findings suggests that strategies that target the vector characteristics such as the mosquito biting rate and those that target the human recovery rate can be very successful in controlling malaria. These strategies include the use of insecticide-treated mosquito nets, indoor residual spraying, prompt diagnosis and treatment of infectious individuals. However, a combination of intervention strategies is more effective than application of a single intervention.
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