UMR AGAP, CIRAD, Montpellier, France.
UMR AGAP, Université de Montpellier, France.
Genome Biol Evol. 2019 May 1;11(5):1358-1373. doi: 10.1093/gbe/evz084.
Modern rice cultivars are adapted to a range of environmental conditions and human preferences. At the root of this diversity is a marked genetic structure, owing to multiple foundation events. Admixture and recurrent introgression from wild sources have played upon this base to produce the myriad adaptations existing today. Genome-wide studies bring support to this idea, but understanding the history and nature of particular genetic adaptations requires the identification of specific patterns of genetic exchange. In this study, we explore the patterns of haplotype similarity along the genomes of a subset of rice cultivars available in the 3,000 Rice Genomes data set. We begin by establishing a custom method of classification based on a combination of dimensionality reduction and kernel density estimation. Through simulations, the behavior of this classifier is studied under scenarios of varying genetic divergence, admixture, and alien introgression. Finally, the method is applied to local haplotypes along the genome of a Core set of Asian Landraces. Taking the Japonica, Indica, and cAus groups as references, we find evidence of reciprocal introgressions covering 2.6% of reference genomes on average. Structured signals of introgression among reference accessions are discussed. We extend the analysis to elucidate the genetic structure of the group circum-Basmati: we delimit regions of Japonica, cAus, and Indica origin, as well as regions outlier to these groups (13% on average). Finally, the approach used highlights regions of partial to complete loss of structure that can be attributed to selective pressures during domestication.
现代水稻品种适应了一系列环境条件和人类偏好。这种多样性的根源在于明显的遗传结构,这是由于多次基础事件造成的。杂种和来自野生来源的反复基因渗入,在这个基础上产生了当今存在的无数适应。全基因组研究为此提供了支持,但要了解特定遗传适应性的历史和性质,需要识别特定的遗传交换模式。在这项研究中,我们探讨了 3000 个水稻基因组数据集的一部分水稻品种基因组中单体型相似性的模式。我们首先建立了一种基于降维和核密度估计组合的自定义分类方法。通过模拟,研究了在遗传分歧、杂种和外来基因渗入程度不同的情况下,这种分类器的行为。最后,该方法应用于亚洲核心品种基因组上的局部单体型。以粳稻、籼稻和 cAus 组为参考,我们发现了平均覆盖参考基因组 2.6%的相互渗入的证据。讨论了参考品系间渗入的结构信号。我们将分析扩展到阐明 circum-Basmati 群体的遗传结构:我们限定了来自粳稻、cAus 和籼稻的区域,以及这些群体之外的区域(平均为 13%)。最后,所使用的方法突出了部分或完全失去结构的区域,这可以归因于驯化过程中的选择压力。