Guevara-Souza Mauricio, Vallejo Edgar E
Department of Computer Science, Tecnologico de Monterrey, Carretera a lago de Guadalupe km 3.5, Col. Margarita Maza de Juarez, Atizapan de Zaragoza, Adolfo Lopez Mateos, 52926, Mexico.
BMC Bioinformatics. 2015 Oct 5;16:317. doi: 10.1186/s12859-015-0746-2.
Wolbachia invasion has been proved to be a promising alternative for controlling vector-borne diseases, particularly Dengue fever. Creating computer models that can provide insight into how vector population modification can be achieved under different conditions would be most valuable for assessing the efficacy of control strategies for this disease.
In this paper, we present a computer model that simulates the behavior of native mosquito populations after the introduction of mosquitoes infected with the Wolbachia bacteria. We studied how different factors such as fecundity, fitness cost of infection, migration rates, number of populations, population size, and number of introduced infected mosquitoes affect the spread of the Wolbachia bacteria among native mosquito populations.
Two main scenarios of the island model are presented in this paper, with infected mosquitoes introduced into the largest source population and peripheral populations. Overall, the results are promising; Wolbachia infection spreads among native populations and the computer model is capable of reproducing the results obtained by mathematical models and field experiments.
Computer models can be very useful for gaining insight into how Wolbachia invasion works and are a promising alternative for complementing experimental and mathematical approaches for vector-borne disease control.
沃尔巴克氏体入侵已被证明是控制媒介传播疾病,尤其是登革热的一种很有前景的替代方法。创建能够深入了解在不同条件下如何实现媒介种群改造的计算机模型,对于评估该疾病控制策略的效果将非常有价值。
在本文中,我们提出了一个计算机模型,该模型模拟了引入感染沃尔巴克氏体细菌的蚊子后本地蚊子种群的行为。我们研究了诸如繁殖力、感染的适合度代价、迁移率、种群数量、种群规模以及引入的感染蚊子数量等不同因素如何影响沃尔巴克氏体细菌在本地蚊子种群中的传播。
本文给出了岛屿模型的两种主要情形,即把感染蚊子引入最大的源种群和周边种群。总体而言,结果很有前景;沃尔巴克氏体感染在本地种群中传播,并且该计算机模型能够重现数学模型和实地实验所获得的结果。
计算机模型对于深入了解沃尔巴克氏体入侵的工作原理非常有用,并有望成为补充媒介传播疾病控制的实验和数学方法的一种替代方法。