Alex Slavenko , Perran A Ross , Luis Mata , Ary A Hoffmann , Paul A Umina
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We consider a range of scenarios including different temperatures, thermal response curves, plant-based transmission dynamics, introduction dates and initial introduction sizes to investigate conditions under which <em>Rickettsiella</em> is expected to suppress <em>M. persicae</em> populations. We show that impacts on field pest populations are influenced by endosymbiont transmission dynamics, which are temperature-dependent, as well as aphid population processes. Our modelling approach suggests <em>Rickettsiella</em> could be used as a potential biological control to suppress <em>M. persicae</em> in natural settings. 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引用次数: 0
摘要
在抑制害虫种群和/或降低其传播病毒潜力的新方法中,越来越多地考虑使用内生细菌。在此,我们开发了一种通用建模方法来探索内共生细菌对害虫种群的潜在影响。该模型以模块化 R 软件包 EndoSim 的形式呈现。我们用它来模拟绿桃蚜(Myzus persicae)的种群变化,这种蚜虫最近转染了兼性内生体立克次体。这种新型转染在转移到桃蚜体内后会产生有害的适应性影响。我们考虑了一系列方案,包括不同的温度、热反应曲线、基于植物的传播动态、引入日期和初始引入规模,以研究立克次体在哪些条件下会抑制玉米螟种群。我们的研究表明,立克次氏体对田间害虫种群的影响受内生共生体传播动态和蚜虫种群进程的影响,而内生共生体的传播动态与温度有关。我们的建模方法表明,立克次体可作为一种潜在的生物防治手段,在自然环境中抑制柿树绵蚜。此外,它还强调了在蚜虫害虫控制中准确估计新型内吸体转染可能产生的效果所需的关键信息。
Modelling the spread of a novel endosymbiont infection in field populations of an aphid pest
Endosymbiotic bacteria are being increasingly considered in novel methods of suppressing pest populations and/or reducing their potential to vector viruses. Here, we develop a generic modelling approach to explore the potential impacts of endosymbionts on pest populations. The model is presented as a modular R package, EndoSim. We use it to model demographic changes in the green peach aphid (Myzus persicae), which has recently been transinfected with the facultative endosymbiont, Rickettsiella. This novel transinfection has deleterious fitness effects following transfer to M. persicae. We consider a range of scenarios including different temperatures, thermal response curves, plant-based transmission dynamics, introduction dates and initial introduction sizes to investigate conditions under which Rickettsiella is expected to suppress M. persicae populations. We show that impacts on field pest populations are influenced by endosymbiont transmission dynamics, which are temperature-dependent, as well as aphid population processes. Our modelling approach suggests Rickettsiella could be used as a potential biological control to suppress M. persicae in natural settings. Furthermore, it highlights critical information that is required to accurately estimate the likely efficacy of novel endosymbiont transinfections in aphid pest control.
期刊介绍:
The journal is concerned with the use of mathematical models and systems analysis for the description of ecological processes and for the sustainable management of resources. Human activity and well-being are dependent on and integrated with the functioning of ecosystems and the services they provide. We aim to understand these basic ecosystem functions using mathematical and conceptual modelling, systems analysis, thermodynamics, computer simulations, and ecological theory. This leads to a preference for process-based models embedded in theory with explicit causative agents as opposed to strictly statistical or correlative descriptions. These modelling methods can be applied to a wide spectrum of issues ranging from basic ecology to human ecology to socio-ecological systems. The journal welcomes research articles, short communications, review articles, letters to the editor, book reviews, and other communications. The journal also supports the activities of the [International Society of Ecological Modelling (ISEM)](http://www.isemna.org/).