Huang Pu, Feldman Maximilian, Schroder Stephan, Bahri Bochra A, Diao Xianmin, Zhi Hui, Estep Matt, Baxter Ivan, Devos Katrien M, Kellogg Elizabeth A
Donald Danforth Plant Science Center, 975 North Warson Rd., St. Louis, MO, 63132, USA.
Mol Ecol. 2014 Oct;23(20):4912-25. doi: 10.1111/mec.12907. Epub 2014 Sep 22.
An extensive survey of the standing genetic variation in natural populations is among the priority steps in developing a species into a model system. In recent years, green foxtail (Setaria viridis), along with its domesticated form foxtail millet (S. italica), has rapidly become a promising new model system for C4 grasses and bioenergy crops, due to its rapid life cycle, large amount of seed production and small diploid genome, among other characters. However, remarkably little is known about the genetic diversity in natural populations of this species. In this study, we survey the genetic diversity of a worldwide sample of more than 200 S. viridis accessions, using the genotyping-by-sequencing technique. Two distinct genetic groups in S. viridis and a third group resembling S. italica were identified, with considerable admixture among the three groups. We find the genetic variation of North American S. viridis correlates with both geography and climate and is representative of the total genetic diversity in this species. This pattern may reflect several introduction/dispersal events of S. viridis into North America. We also modelled demographic history and show signal of recent population decline in one subgroup. Finally, we show linkage disequilibrium decay is rapid (<45 kb) in our total sample and slow in genetic subgroups. These results together provide an in-depth understanding of the pattern of genetic diversity of this new model species on a broad geographic scale. They also provide key guidelines for on-going and future work including germplasm preservation, local adaptation, crossing designs and genomewide association studies.
对自然种群中现存遗传变异进行广泛调查,是将一个物种发展成为模式系统的优先步骤之一。近年来,绿狗尾草(Setaria viridis)及其驯化形态谷子(S. italica)因其生命周期短、种子产量高、二倍体基因组小等特点,迅速成为C4禾本科植物和生物能源作物中一个有前景的新的模式系统。然而,对于该物种自然种群中的遗传多样性,人们所知甚少。在本研究中,我们使用简化基因组测序技术,对全球200多个绿狗尾草种质的样本进行了遗传多样性调查。我们在绿狗尾草中鉴定出两个不同的遗传组以及第三个类似谷子的组,这三组之间存在大量混合。我们发现北美绿狗尾草的遗传变异与地理和气候相关,并且代表了该物种的总体遗传多样性。这种模式可能反映了绿狗尾草几次引入/扩散到北美的事件。我们还对种群历史进行了建模,并显示了一个亚组近期种群数量下降的信号。最后,我们发现我们的总样本中连锁不平衡衰减很快(<45 kb),而在遗传亚组中则较慢。这些结果共同提供了对这个新的模式物种在广泛地理尺度上遗传多样性模式的深入理解。它们还为正在进行的和未来的工作提供了关键指导,包括种质保存、局部适应性、杂交设计和全基因组关联研究。