寨卡病毒感染进展的温度和降雨依赖数学模型

Narender Kumar, M. I. Faizan, S. Parveen, Ravins Dohare
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引用次数: 2

摘要

我们建立了ZIKV传播的易感-暴露-感染-恢复(SEIR)数学模型。利用2015-2016年在波多黎各获得的疫情数据,使用该模型估计该地区的不同参数。在模型中纳入气候因素有助于对寨卡病毒的传播动力学进行更现实的预测。根据估计参数计算出的基本繁殖数R0= 3.2869表明该地区爆发了感染。敏感性分析显示,R0受幼蚊死亡率、叮蚊率和成熟率的影响较大。R0进一步暗示,大约70%的个体应该接种疫苗,以形成群体免疫力,以防止疾病的传播。通过对控制繁殖数的模拟,得到了不同隔离系数的值(e1 > 0.4, e2 > 0.14, τ1 < 0.1)。决策者可在制定感染控制策略时利用这些系数。
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Temperature and rainfall dependent mathematical modelling for progression of Zika virus infection
We formulated a susceptible-exposed-infected-recovered (SEIR) mathematical model for transmission of ZIKV. The model was used to estimate different parameters using the outbreak data obtained from Puerto Rico during 2015-2016 in this region. The inclusion of climatic factors in the model assisted in more realistic predictions of the transmission dynamics of ZIKV. The value basic reproduction number R0= 3.2869 calculated at estimated parameters suggested outbreak of infection in this region. The sensitivity analysis revealed that R0 was highly influenced by death rate, mosquito biting rate and maturation rate of immature mosquitoes. The R0 further implied that around 70% of the individuals should be immunised to develop herd immunity to prevent propagation of the disease. The simulation of controlled reproduction number revealed the values of different isolation coefficients (e1 > 0.4, e2 > 0.14, τ1 < 0.1). These coefficients might be utilised by policy makers in the control strategies against the infection.
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