Department of Bioagricultural Sciences and Pest Management, Colorado State University, Fort Collins, CO 80523;
Department of Bioagricultural Sciences and Pest Management, Colorado State University, Fort Collins, CO 80523.
Proc Natl Acad Sci U S A. 2018 May 8;115(19):5028-5033. doi: 10.1073/pnas.1719998115. Epub 2018 Apr 23.
Evidence for adaptation to different climates in the model species is seen in reciprocal transplant experiments, but the genetic basis of this adaptation remains poorly understood. Field-based quantitative trait locus (QTL) studies provide direct but low-resolution evidence for the genetic basis of local adaptation. Using high-resolution population genomic approaches, we examine local adaptation along previously identified genetic trade-off (GT) and conditionally neutral (CN) QTLs for fitness between locally adapted Italian and Swedish populations [Ågren J, et al. (2013) 110:21077-21082]. We find that genomic regions enriched in high SNPs colocalize with GT QTL peaks. Many of these high regions also colocalize with regions enriched for SNPs significantly correlated to climate in Eurasia and evidence of recent selective sweeps in Sweden. Examining unfolded site frequency spectra across genes containing high SNPs suggests GTs may be due to more recent adaptation in Sweden than Italy. Finally, we collapse a list of thousands of genes spanning GT QTLs to 42 genes that likely underlie the observed GTs and explore potential biological processes driving these trade-offs, from protein phosphorylation, to seed dormancy and longevity. Our analyses link population genomic analyses and field-based QTL studies of local adaptation, and emphasize that GTs play an important role in the process of local adaptation.
在模式物种的相互移植实验中可以看到对不同气候的适应证据,但这种适应的遗传基础仍知之甚少。基于现场的数量性状基因座 (QTL) 研究为局部适应的遗传基础提供了直接但分辨率较低的证据。使用高分辨率的群体基因组方法,我们研究了先前确定的遗传权衡 (GT) 和条件中性 (CN) 与适应性相关的 QTL 之间的局部适应,这些 QTL 与适应于意大利和瑞典当地的种群的适应性有关 [Ågren J, 等人 (2013) 110:21077-21082]。我们发现,富含高 SNP 的基因组区域与 GT QTL 峰重合。这些高 SNP 区域中的许多区域也与欧亚大陆气候相关的 SNP 富集区域以及瑞典近期选择清扫的证据重合。在包含高 SNP 的基因中检查展开的位点频率谱表明,GT 可能是由于瑞典比意大利有更新的适应。最后,我们将跨越 GT QTL 的数千个基因列表缩小到 42 个可能导致观察到的 GT 的基因,并探索了驱动这些权衡的潜在生物学过程,从蛋白质磷酸化到种子休眠和长寿。我们的分析将群体基因组分析和基于现场的局部适应 QTL 研究联系起来,并强调 GT 在局部适应过程中起着重要作用。