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估计由偏离的隔离-距离模式引起的基因流障碍。

Estimating Barriers to Gene Flow from Distorted Isolation-by-Distance Patterns.

机构信息

Institute of Science and Technology Austria, Klosterneuburg A-3400, Austria

Institute of Science and Technology Austria, Klosterneuburg A-3400, Austria.

出版信息

Genetics. 2018 Mar;208(3):1231-1245. doi: 10.1534/genetics.117.300638. Epub 2018 Jan 8.

Abstract

In continuous populations with local migration, nearby pairs of individuals have on average more similar genotypes than geographically well-separated pairs. A barrier to gene flow distorts this classical pattern of isolation by distance. Genetic similarity is decreased for sample pairs on different sides of the barrier and increased for pairs on the same side near the barrier. Here, we introduce an inference scheme that uses this signal to detect and estimate the strength of a linear barrier to gene flow in two dimensions. We use a diffusion approximation to model the effects of a barrier on the geographic spread of ancestry backward in time. This approach allows us to calculate the chance of recent coalescence and probability of identity by descent. We introduce an inference scheme that fits these theoretical results to the geographic covariance structure of bialleleic genetic markers. It can estimate the strength of the barrier as well as several demographic parameters. We investigate the power of our inference scheme to detect barriers by applying it to a wide range of simulated data. We also showcase an example application to an (snapdragon) flower-color hybrid zone, where we do not detect any signal of a strong genome-wide barrier to gene flow.

摘要

在具有局部迁移的连续种群中,附近的个体对平均比地理上分隔较远的个体对具有更相似的基因型。基因流动的障碍扭曲了这种经典的距离隔离模式。对于位于障碍两侧的样本对,遗传相似性降低,而对于位于障碍附近同一侧的样本对,遗传相似性增加。在这里,我们引入了一种推断方案,该方案利用这种信号来检测和估计二维线性基因流动障碍的强度。我们使用扩散逼近来模拟障碍对祖先在时间上向后的地理扩散的影响。这种方法使我们能够计算最近合并的机会和同源的概率。我们引入了一种推断方案,将这些理论结果拟合到二倍体遗传标记的地理协方差结构中。它可以估计障碍的强度以及几个人口参数。我们通过将其应用于广泛的模拟数据来研究我们的推断方案检测障碍的能力。我们还展示了一个(金鱼草)花颜色杂种区的示例应用,在该应用中,我们没有检测到任何强烈的全基因组基因流动障碍的信号。

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