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Influence of historical land use and modern agricultural expansion on the spatial and ecological divergence of sugarcane borer Diatraea saccharalis (Lepidoptera: Crambidae) in Brazil

机译:历史土地利用和现代农业扩张对巴西甘蔗蛀虫Diatraea saccharalis(Lepidoptera:Crambidae)的空间和生态差异的影响

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摘要

Human-mediated changes in landscapes can facilitate niche expansion and accelerate the adaptation of insect species. The interaction between the evolutionary history of the sugarcane borer, Diatraea saccharalis Fabricius, and historical and modern agricultural activity in Brazil shaped its spatial genetic structure, facilitating ecological divergence and incipient host shifting. Based on microsatellite data, STRUCTURE analyses identified two (K = 2) and three (K = 3) significant genetic clusters that corresponded to: (a) a strong signal of spatial genetic structure and, (b) a cryptic signal of host differentiation. We inferred that K = 2 reflects the footprint of agricultural activity, such as expansion of crop production (sugarcane and maize), unintentional dispersion of pests, and management practices. In contrast, K = 3 indicated incipient host differentiation between larvae collected from sugarcane or maize. Our estimates of population size changes indicated that a historical bottleneck was associated with a reduction of sugarcane production ≈200 years ago. However, a more recent population expansion was detected (>1950s), associated with agricultural expansion of large crop production into previously unfarmed land. Partial Mantel tests supported our hypothesis of incipient host adaptation, and identified isolation-by-environment (e.g., host plant) in São Paulo and Minas Gerais states, where sugarcane has been traditionally produced in Brazil. The impact of agricultural production on D. saccharalis may continue, as the current population structure may hinder the efficacy of refuge plants in delaying insect resistance evolution to Bt toxin.
机译:人类介导的景观变化可以促进生态位的扩展并加速昆虫物种的适应。甘蔗bore蛀虫的进化史与巴西的tra虫的进化史以及巴西的历史和现代农业活动之间的相互作用决定了其空间遗传结构,促进了生态差异和初期寄主转移。根据微卫星数据,结构分析确定了两个(K = 2)和三个(K = 3)重要遗传簇,它们对应于:(a)空间遗传结构的强信号,以及(b)宿主分化的隐秘信号。我们推断,K = 2反映了农业活动的足迹,例如农作物产量(蔗糖和玉米)的扩大,有害生物的无意散布和管理方法。相反,K 3 = 3表示从甘蔗或玉米收集的幼虫之间的初始宿主分化。我们对人口规模变化的估计表明,一个历史瓶颈与大约200年前的甘蔗生产减少有关。但是,发现最近的人口扩张(> 1950年代)与大农作物的农业扩张到以前未耕种的土地有关。 Mantel的部分测试支持了我们对宿主适应初期的假设,并在圣保罗和米纳斯吉拉斯州确定了按环境隔离(例如,宿主植物)的地区,这些地区传统上是在巴西生产甘蔗的。由于目前的种群结构可能会阻碍避难植物延缓昆虫对Bt毒素的抗性进化,因此农业生产对糖衣藻的影响可能会继续。

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