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从群体基因组数据中检测渗入区域的强大方法。

Powerful methods for detecting introgressed regions from population genomic data.

作者信息

Rosenzweig Benjamin K, Pease James B, Besansky Nora J, Hahn Matthew W

机构信息

School of Informatics and Computing, Indiana University, Bloomington, IN, 47405, USA.

Department of Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, MI, 48109, USA.

出版信息

Mol Ecol. 2016 Jun;25(11):2387-97. doi: 10.1111/mec.13610. Epub 2016 Mar 31.

Abstract

Understanding the types and functions of genes that are able to cross species boundaries-and those that are not-is an important step in understanding the forces maintaining species as largely independent lineages across the remainder of the genome. With large next-generation sequencing data sets we are now able to ask whether introgression has occurred across the genome, and multiple methods have been proposed to detect the signature of such events. Here, we introduce a new summary statistic that can be used to test for introgression, RNDmin , that makes use of the minimum pairwise sequence distance between two population samples relative to divergence to an outgroup. We find that our method offers a modest increase in power over other, related tests, but that all such tests have high power to detect introgressed loci when migration is recent and strong. RNDmin is robust to variation in the mutation rate, and remains reliable even when estimates of the divergence time between sister species are inaccurate. We apply RNDmin to population genomic data from the African mosquitoes Anopheles quadriannulatus and A. arabiensis, identifying three novel candidate regions for introgression. Interestingly, one of the introgressed loci is on the X chromosome, but outside of an inversion separating these two species. Our results suggest that significant, but rare, sharing of alleles is occurring between species that diverged more than 1 million years ago, and that application of these methods to additional systems are likely to reveal similar results.

摘要

了解能够跨越物种界限的基因类型及其功能,以及那些不能跨越物种界限的基因类型,是理解在基因组其余部分维持物种作为大致独立谱系的力量的重要一步。有了大量的新一代测序数据集,我们现在能够询问基因组中是否发生了基因渗入,并且已经提出了多种方法来检测此类事件的特征。在这里,我们引入了一种新的汇总统计量RNDmin,可用于测试基因渗入,它利用两个种群样本之间相对于与外群的分歧的最小成对序列距离。我们发现,与其他相关测试相比,我们的方法在功效上有适度提高,但当迁移是近期且强烈时,所有此类测试都有很高的功效来检测渗入位点。RNDmin对突变率的变化具有鲁棒性,即使姐妹物种之间分歧时间的估计不准确,它仍然可靠。我们将RNDmin应用于来自非洲蚊子四斑按蚊和阿拉伯按蚊的群体基因组数据,确定了三个新的基因渗入候选区域。有趣的是,其中一个渗入位点位于X染色体上,但在分隔这两个物种的倒位之外。我们的结果表明,在超过100万年前分化的物种之间正在发生显著但罕见的等位基因共享,并且将这些方法应用于其他系统可能会揭示类似的结果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/290c/4899106/713aba2da6bf/nihms766832f1.jpg

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