Department of Entomology, University of Maryland, College Park, MD, USA.
Department of Entomology, North Carolina State University, Raleigh, NC, USA.
Mol Ecol. 2018 Jan;27(1):167-181. doi: 10.1111/mec.14430. Epub 2017 Dec 12.
Adaptation to human-induced environmental change has the potential to profoundly influence the genomic architecture of affected species. This is particularly true in agricultural ecosystems, where anthropogenic selection pressure is strong. Heliothis virescens primarily feeds on cotton in its larval stages, and US populations have been declining since the widespread planting of transgenic cotton, which endogenously expresses proteins derived from Bacillus thuringiensis (Bt). No physiological adaptation to Bt toxin has been found in the field, so adaptation in this altered environment could involve (i) shifts in host plant selection mechanisms to avoid cotton, (ii) changes in detoxification mechanisms required for cotton-feeding vs. feeding on other hosts or (iii) loss of resistance to previously used management practices including insecticides. Here, we begin to address whether such changes occurred in H. virescens populations between 1997 and 2012, as Bt-cotton cultivation spread through the agricultural landscape. For our study, we produced an H. virescens genome assembly and used this in concert with a ddRAD-seq-enabled genome scan to identify loci with significant allele frequency changes over the 15-year period. Genetic changes at a previously described H. virescens insecticide target of selection were detectable in our genome scan and increased our confidence in this methodology. Additional loci were also detected as being under selection, and we quantified the selection strength required to elicit observed allele frequency changes at each locus. Potential contributions of genes near loci under selection to adaptive phenotypes in the H. virescens cotton system are discussed.
人为引起的环境变化的适应有可能深刻地影响受影响物种的基因组结构。在农业生态系统中,这种情况尤其如此,因为人为选择压力很强。烟青虫在幼虫阶段主要以棉花为食,自转Bt 基因棉花广泛种植以来,美国的种群数量一直在下降。Bt 毒素在田间没有发现生理适应性,因此在这种改变的环境中的适应可能涉及(i)改变宿主植物选择机制以避免棉花,(ii)改变对棉花或其他宿主的解毒机制,或(iii)丧失对以前使用的管理实践的抗性,包括杀虫剂。在这里,我们开始研究 1997 年至 2012 年间,随着 Bt 棉花种植在农业景观中蔓延,这种变化是否发生在烟青虫种群中。在我们的研究中,我们制作了一个烟青虫基因组组装,并使用它与 ddRAD-seq 基因组扫描相结合,以识别 15 年来具有显著等位基因频率变化的基因座。在我们的基因组扫描中可以检测到先前描述的烟青虫杀虫剂选择的遗传变化,并增加了我们对这种方法的信心。还检测到其他一些基因座也受到选择,我们量化了每个基因座引起观察到的等位基因频率变化所需的选择强度。讨论了选择位点附近基因对烟青虫棉花系统中适应性表型的潜在贡献。