Laboratório de Genética & Biodiversidade, Instituto de Ciências Biológicas, Universidade Federal de Goiás, Goiânia, GO, 74001-970, Brazil.
Departamento de Biologia, Universidade Federal de Lavras, Lavras, MG, 37200-000, Brazil.
Heredity (Edinb). 2019 Aug;123(2):117-137. doi: 10.1038/s41437-019-0188-0. Epub 2019 Feb 12.
The role of natural selection in shaping patterns of diversity is still poorly understood in the Neotropics. We carried out the first genome-wide population genomics study in a Neotropical tree, Handroanthus impetiginosus (Bignoniaceae), sampling 75,838 SNPs by sequence capture in 128 individuals across 13 populations. We found evidences for local adaptation using Bayesian correlations of allele frequency and environmental variables (32 loci in 27 genes) complemented by an analysis of selective sweeps and genetic hitchhiking events using SweepFinder2 (81 loci in 47 genes). Fifteen genes were identified by both approaches. By accounting for population genetic structure, we also found 14 loci with selection signal in a STRUCTURE-defined lineage comprising individuals from five populations, using Outflank. All approaches pinpointed highly diverse and structurally conserved genes affecting plant development and primary metabolic processes. Spatial interpolation forecasted differences in the expected allele frequencies at loci under selection over time, suggesting that H. impetiginosus may track its habitat during climate changes. However, local adaptation through natural selection may also take place, allowing species persistence due to niche evolution. A high genetic differentiation was seen among the H. impetiginosus populations, which, together with the limited power of the experiment, constrains the improved detection of other types of soft selective forces, such as background, balanced, and purifying selection. Small differences in allele frequency distribution among widespread populations and the low number of loci with detectable adaptive sweeps advocate for a polygenic model of adaptation involving a potentially large number of small genome-wide effects.
在新热带地区,自然选择在塑造多样性模式方面的作用仍未得到很好的理解。我们对新热带地区的一棵树——Handroanthus impetiginosus(紫葳科)进行了首次全基因组种群基因组学研究,通过序列捕获在 13 个种群的 128 个个体中捕获了 75838 个 SNPs。我们通过贝叶斯相关性分析等位基因频率和环境变量(27 个基因中的 32 个位点),并通过 SweepFinder2 分析选择清扫和遗传 hitchhiking 事件(47 个基因中的 81 个位点),为局部适应提供了证据。两种方法都鉴定出了 15 个基因。通过考虑种群遗传结构,我们还使用 Outflank 在由来自五个种群的个体组成的 STRUCTURE 定义的谱系中发现了 14 个具有选择信号的位点。所有方法都指出了影响植物发育和初级代谢过程的高度多样化和结构保守的基因。空间插值预测了在选择信号下的预期等位基因频率随时间的变化,表明 H. impetiginosus 可能在气候变化期间跟踪其栖息地。然而,自然选择的局部适应也可能发生,从而允许通过生态位进化来维持物种的生存。H. impetiginosus 种群之间存在高度的遗传分化,加上实验的有限能力,限制了对其他类型的软选择力(如背景、平衡和净化选择)的更好检测。广泛分布的种群之间等位基因频率分布的微小差异和可检测的适应性清扫的位点数量较少,支持了涉及大量小全基因组效应的多基因适应模型。