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两毒株禽流感模型的最优隔离控制策略及成本效益分析

Optimal isolation control strategies and cost-effectiveness analysis of a two-strain avian influenza model.

作者信息

Agusto F B

机构信息

Department of Mathematics, Austin Peay State University, Clarksville, TN 37044, USA.

出版信息

Biosystems. 2013 Sep;113(3):155-64. doi: 10.1016/j.biosystems.2013.06.004. Epub 2013 Jun 28.

Abstract

The most important and effective measures against disease outbreaks in the absence of valid medicines or vaccine are quarantine and isolation strategies. In this paper optimal control theory is applied to a system of ordinary differential equation describing a two-strain avian influenza transmission via the Pontryagin's Maximum Principle. To this end, a pair of control variables representing the isolation strategies for individuals with avian and mutant strains were incorporated into the transmission model. The infection averted ratio (IAR) and the incremental cost-effectiveness ratio (ICER) were calculated to investigate the cost-effectiveness of all possible combinations of the control strategies. The simulation results show that the implementation of the combination strategy during the epidemic is the most cost-effective strategy for avian influenza transmission. This is followed by the control strategy involving isolation of individuals with the mutant strain. Also observed was the fact that low mutating and more virulent virus results in an increased control effort of isolating individuals with the avian strain; and high mutating with more virulent virus results in increased efforts in isolating individuals with the mutant strain.

摘要

在没有有效药物或疫苗的情况下,预防疾病爆发最重要且有效的措施是检疫和隔离策略。本文通过庞特里亚金极大值原理,将最优控制理论应用于一个描述两株禽流感传播的常微分方程系统。为此,在传播模型中纳入了一对表示对携带禽流感毒株和变异毒株个体的隔离策略的控制变量。计算了感染避免率(IAR)和增量成本效益比(ICER),以研究控制策略所有可能组合的成本效益。模拟结果表明,疫情期间实施组合策略是禽流感传播最具成本效益的策略。其次是涉及隔离携带变异毒株个体的控制策略。还观察到这样一个事实,即低突变且毒性更强的病毒会导致隔离携带禽流感毒株个体的控制力度增加;而高突变且毒性更强的病毒会导致隔离携带变异毒株个体的力度增加。

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