College of Mathematics and Information Sciences, Guangzhou University, Guangzhou 510006, PR China; Center for Applied Mathematics, Guangzhou University, Guangzhou 510006, China.
Department of Mathematics, Michigan State University, East Lansing, MI 48824, USA.
J Theor Biol. 2019 Jul 7;472:95-109. doi: 10.1016/j.jtbi.2019.04.010. Epub 2019 Apr 13.
Due to the lack of vaccines and effective clinical cures, current methods to control mosquito-borne viral diseases such as dengue and Zika are primarily targeting to eradicate the major mosquito vectors. However, traditional means, including larval source reduction and applications of insecticides etc, are not sufficient to keep vector population density below the epidemic risk threshold. An innovative and operational strategy is to release Wolbachia-infected male mosquitoes into wild areas to sterilize wild female mosquitoes by cytoplasmic incompatibility. To help design optimal release strategies before large scale and expensive operations, we started with an age-stage discrete model to track daily abundances of wild female mosquitoes, which fitted the field data collected by Guangzhou Center for Disease Control and Prevention from 2015 to 2017 with an average Pearson correlation coefficient 0.7283. Then, we modeled the Wolbachia interference by introducing the proportional releases of Wolbachia-infected males, and eight optimal release policies which guarantee more than 95% suppression efficiency were sought. Finally, we assessed the robustness of the optimality of the eight release policies by allowing the migration of females or the contamination of Wolbachia-infected females by two further extended mathematical models.
由于缺乏疫苗和有效的临床治疗方法,目前控制登革热和寨卡等蚊媒病毒病的方法主要是针对消灭主要的蚊媒。然而,传统方法,包括幼虫源减少和杀虫剂的应用等,不足以将媒介种群密度控制在流行风险阈值以下。一种创新和可行的策略是释放携带沃尔巴克氏体的雄性蚊子到野外,通过细胞质不相容性使野生雌性蚊子绝育。为了在大规模和昂贵的操作之前帮助设计最佳的释放策略,我们从一个年龄阶段离散模型开始,跟踪野外雌性蚊子的日丰度,该模型用广州疾病预防控制中心 2015 年至 2017 年收集的现场数据进行拟合,平均 Pearson 相关系数为 0.7283。然后,我们通过引入比例释放携带沃尔巴克氏体的雄性来模拟沃尔巴克氏体的干扰,寻找了八种保证 95%以上抑制效率的最佳释放策略。最后,我们通过两个进一步扩展的数学模型允许雌性的迁移或携带沃尔巴克氏体的雌性的污染,来评估这八种释放策略的最优性的稳健性。