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Modeling effects of ecological factors on evolution of polygenic pesticide resistance

机译:生态因素对多基因农药抗性演变的建模效果

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Widespread use of pesticides has resulted in the evolution of resistance in many insect pests worldwide limiting their use in pest control. Effective pest and resistance management practices require understanding of the genetics of resistance and of the life history of the pest. Most models for pesticide resistance assume that resistance is monogenic, conferred by a single gene. However, resistance could evolve as a polygenic quantitative trait resulting from the action of several genes, especially when pesticide dose is low. Further, fitness of the pest could be density-dependent and might depend upon abiotic factors such as temperature. It is not known how these factors affect the evolution of polygenic resistance or pest population dynamics when resistance evolves. We use the western corn rootworm,Diabrotica virgifera virgifera, as a case study and use data on density-dependent survival, heritability and survival rates on the transgenic Cry3Bb1 toxin and correspondingLC50values, to model polygenic resistance to Cry3Bb1. We found thatLC50increased rapidly even at doses that produced a mortality of less than 99.9%. However, survival reached 100% only when mortality was as high as 99.9%. Fast response to high selection pressure produced cyclical larval densities while lower selection pressures produced equilibrium densities. Interestingly we found that a relatively low density observed in a population may not be evidence for a low survival to the pesticide. As a consequence we found that larger refuges might not necessarily help in reducing pest densities especially when pesticide mortality is low. This effect, arising from the tradeoff between response to selection and density dependence, calls for careful assessment of the evolution of resistance based on change in survival as well as on pest densities. When selection pressure is low a lower initial density resulted in a larger response to selection. Finally, we showed that populations with shorter developmental times developed resistance faster initially irrespective of selection pressure. However, when selection pressure is low survival eventually became higher in populations with longer developmental times. Since developmental time depends on degree days spatio-temporal variation in temperature could be an important factor in polygenic resistance evolution.
机译:广泛使用杀虫剂导致在全球范围内的许多昆虫害虫中的抗性的演变限制了他们在害虫控制中的使用。有效的害虫和抵抗管理实践需要了解抗性和害虫生命史的遗传。大多数用于农药阻力的模型假设阻力是单一的,由单个基因赋予。然而,抗性可以作为由几种基因的作用引起的多基因定量性状而发展,特别是当杀虫剂剂量低时。此外,害虫的适应性可能依赖于密度,并且可能取决于温度等非生物因子。目前尚不清楚这些因素如何在阻力发展时影响多种子抗性或害虫种群动态的演变。我们使用西方玉米根虫,蜥蜴virgifera virgifera,作为案例研究,并使用转基因Cry3bb1毒素和对应的依赖性存活,遗传性和存活率的数据,以模拟多种抗Cry3bb1的多种抗性。甚至在产生小于99.9%的死亡率的剂量下,我们发现甚至迅速发现了。然而,只有当死亡率高达99.9%时,存活才达到100%。快速响应高层压力产生的循环幼虫密度,而较低选择压力产生平衡密度。有趣的是,我们发现在人口中观察到的相对低的密度可能不是杀虫剂的低生存率的证据。结果,我们发现较大的避难所可能不一定有助于降低害虫密度,特别是当农药死亡率低时。这种效果来自响应选择和密度依赖之间的权衡,呼吁仔细评估基于存活的变化以及害虫密度的抵抗的演变。 When selection pressure is low a lower initial density resulted in a larger response to selection.最后,我们展示了具有较短的发展时代的群体最初不论选择压力如何更快地产生电阻。 However, when selection pressure is low survival eventually became higher in populations with longer developmental times.由于发育时间取决于程度的天天,温度的时空变化可能是多基因抗性进化中的重要因素。

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