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分解位点频率谱:树拓扑结构对中性检验的影响。

Decomposing the Site Frequency Spectrum: The Impact of Tree Topology on Neutrality Tests.

作者信息

Ferretti Luca, Ledda Alice, Wiehe Thomas, Achaz Guillaume, Ramos-Onsins Sebastian E

机构信息

The Pirbright Institute, Woking, GU24 0NF, United Kingdom

Department of Infectious Disease Epidemiology, Imperial College, London, W2 1PG, United Kingdom.

出版信息

Genetics. 2017 Sep;207(1):229-240. doi: 10.1534/genetics.116.188763. Epub 2017 Jul 5.

Abstract

We investigate the dependence of the site frequency spectrum on the topological structure of genealogical trees. We show that basic population genetic statistics, for instance, estimators of or neutrality tests such as Tajima's , can be decomposed into components of waiting times between coalescent events and of tree topology. Our results clarify the relative impact of the two components on these statistics. We provide a rigorous interpretation of positive or negative values of an important class of neutrality tests in terms of the underlying tree shape. In particular, we show that values of Tajima's and Fay and Wu's depend in a direct way on a peculiar measure of tree balance, which is mostly determined by the root balance of the tree. We present a new test for selection in the same class as Fay and Wu's and discuss its interpretation and power. Finally, we determine the trees corresponding to extreme expected values of these neutrality tests and present formulas for these extreme values as a function of sample size and number of segregating sites.

摘要

我们研究了位点频率谱对系谱树拓扑结构的依赖性。我们表明,基本的群体遗传统计量,例如 的估计量或诸如 Tajima's 之类的中性检验,可以分解为合并事件之间的等待时间分量和树拓扑结构分量。我们的结果阐明了这两个分量对这些统计量的相对影响。我们根据基础树形状对一类重要的中性检验的正值或负值提供了严格的解释。特别是,我们表明 Tajima's 和 Fay and Wu's 的值直接取决于树平衡的一种特殊度量,而这种度量主要由树的根平衡决定。我们提出了一种与 Fay and Wu's 属于同一类别的选择新检验,并讨论了其解释和功效。最后,我们确定了与这些中性检验的极端期望值相对应的树,并给出了这些极端值作为样本大小和分离位点数的函数的公式。

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