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使用世代时间步长模型模拟西部玉米根虫(鞘翅目:叶甲科)对转基因玉米和作物轮作的适应动态。

Using a generational time-step model to simulate dynamics of adaptation to transgenic corn and crop rotation by western corn rootworm (Coleoptera: Chrysomelidae).

作者信息

Crowder D W, Onstad D W

机构信息

Department of Natural Resources and Environmental Sciences, University of Illinois, Urbana, IL 61801, USA.

出版信息

J Econ Entomol. 2005 Apr;98(2):518-33. doi: 10.1093/jee/98.2.518.

Abstract

We expanded a simulation model of the population dynamics and genetics of the western corn rootworm for a landscape of corn, soybean, and other crops to study the simultaneous development of resistance to both crop rotation and transgenic corn. Transgenic corn effective against corn rootworm was recently approved in 2003 and may be a very effective new technology for control of western corn rootworm in areas with or without the rotation-resistant variant. In simulations of areas with rotation-resistant populations, planting transgenic corn to only rotated cornfields was a robust strategy to prevent resistance to both traits. In these areas, planting transgenic corn to only continuous fields was not an effective strategy for preventing adaptation to crop rotation or transgenic corn. In areas without rotation-resistant phenotypes, gene expression of the allele for resistance to transgenic corn was the most important factor affecting the development of resistance to transgenic corn. If the allele for resistance to transgenic corn is recessive, resistance can be delayed longer than 15 yr, but if the resistant allele is dominant then resistance usually developed within 15 yr. In a sensitivity analysis, among the parameters investigated, initial allele frequency and density dependence were the two most important factors affecting the evolution of resistance. We compared the results of this simulation model with a more complicated model and results between the two were similar. This indicates that results from a simpler model with a generational time-step can compare favorably with a more complex model with a daily time-step.

摘要

我们扩展了一个针对玉米、大豆及其他作物种植区的西部玉米根虫种群动态和遗传学的模拟模型,以研究对作物轮作和转基因玉米的抗性同时发展的情况。抗玉米根虫的转基因玉米于2003年获得批准,对于有或没有抗轮作变异体的地区,它可能是控制西部玉米根虫的一项非常有效的新技术。在对有抗轮作种群的地区进行模拟时,仅在轮作玉米田种植转基因玉米是防止对这两种特性产生抗性的稳健策略。在这些地区,仅在连作田种植转基因玉米并非防止适应作物轮作或转基因玉米的有效策略。在没有抗轮作表型的地区,对转基因玉米抗性等位基因的基因表达是影响对转基因玉米抗性发展的最重要因素。如果对转基因玉米的抗性等位基因为隐性,抗性可延迟超过15年,但如果抗性等位基因为显性,抗性通常在15年内产生。在敏感性分析中,在所研究的参数中,初始等位基因频率和密度依赖性是影响抗性进化的两个最重要因素。我们将这个模拟模型的结果与一个更复杂的模型进行了比较,两者结果相似。这表明,一个具有世代时间步长的更简单模型的结果可以与一个具有每日时间步长的更复杂模型相媲美。

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