Centro de Energia Nuclear na Agricultura, Universidade de São Paulo, Campus "Luiz de Queiroz", Laboratório de Melhoramento de Plantas, Piracicaba, São Paulo, Brazil.
Instituto Federal de Educação, Ciência e Tecnologia de São Paulo, campus Campinas CTI Renato Archer, Campinas, São Paulo, Brazil.
PLoS One. 2018 May 22;13(5):e0197378. doi: 10.1371/journal.pone.0197378. eCollection 2018.
We applied the ddRAD genotyping-by-sequencing technique to investigate the genetic distinctiveness of Brazilian populations of the noctuid moth Spodoptera frugiperda, the fall armyworm (FAW), and the role of host-plant association as a source of genetic diversification. By strain-genotyping all field-collected individuals we found that populations collected from corn were composed primarily of corn-strain individuals, while the population collected from rice was composed almost entirely of rice-strain individuals. Outlier analyses indicated 1,184 loci putatively under selection (ca. 15% of the total) related to 194 different Gene Ontologies (GOs); the most numerous GOs were nucleotide binding, ATP binding, metal-ion binding and nucleic-acid binding. The association analyses indicated 326 loci associated with the host plant, and 216 loci associated with the individual strain, including functions related to Bacillus thuringiensis and insecticide resistance. The genetic-structure analyses indicated a moderate level of differentiation among all populations, and lower genetic structure among populations collected exclusively from corn, which suggests that the population collected from rice has a strong influence on the overall genetic structure. Populations of S. frugiperda are structured partially due to the host plant, and pairs of populations using the same host plant are more genetically similar than pairs using different hosts. Loci putatively under selection are the main factors responsible for the genetic structure of these populations, which indicates that adaptive selection on important traits, including the response to control tactics, is acting in the genetic differentiation of FAW populations in Brazil.
我们应用 ddRAD 基因分型测序技术来研究巴西夜蛾 Spodoptera frugiperda、秋粘虫(FAW)的遗传独特性,以及寄主植物关联作为遗传多样化的来源。通过对所有田间采集个体进行菌株基因分型,我们发现从玉米中采集的种群主要由玉米株系个体组成,而从水稻中采集的种群几乎完全由水稻株系个体组成。异常值分析表明,有 1184 个假定受选择的基因座(约占总数的 15%)与 194 个不同的基因本体论(GOs)相关;数量最多的 GOs 是核苷酸结合、ATP 结合、金属离子结合和核酸结合。关联分析表明,有 326 个基因座与宿主植物相关,有 216 个基因座与个体菌株相关,包括与苏云金芽孢杆菌和杀虫剂抗性相关的功能。遗传结构分析表明,所有种群之间存在中等水平的分化,而仅从玉米中采集的种群之间的遗传结构较低,这表明从水稻中采集的种群对整体遗传结构有很强的影响。S. frugiperda 种群的结构部分归因于宿主植物,使用相同宿主植物的种群比使用不同宿主植物的种群在遗传上更为相似。假定受选择的基因座是这些种群遗传结构的主要因素,这表明对重要性状的适应性选择,包括对控制策略的反应,正在巴西 FAW 种群的遗传分化中发挥作用。