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Allele Frequency Difference AFD–An Intuitive Alternative to FST for Quantifying Genetic Population Differentiation

机译:等位基因频率差AFD – FST的直观替代品用于量化遗传种群分化

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摘要

Measuring the magnitude of differentiation between populations based on genetic markers is commonplace in ecology, evolution, and conservation biology. The predominant differentiation metric used for this purpose is FST. Based on a qualitative survey, numerical analyses, simulations, and empirical data, I here argue that FST does not express the relationship to allele frequency differentiation between populations generally considered interpretable and desirable by researchers. In particular, FST (1) has low sensitivity when population differentiation is weak, (2) is contingent on the minor allele frequency across the populations, (3) can be strongly affected by asymmetry in sample sizes, and (4) can differ greatly among the available estimators. Together, these features can complicate pattern recognition and interpretation in population genetic and genomic analysis, as illustrated by empirical examples, and overall compromise the comparability of population differentiation among markers and study systems. I argue that a simple differentiation metric displaying intuitive properties, the absolute allele frequency difference AFD, provides a valuable alternative to FST. I provide a general definition of AFD applicable to both bi- and multi-allelic markers and conclude by making recommendations on the sample sizes needed to achieve robust differentiation estimates using AFD.
机译:在生态学,进化论和保护生物学中,基于遗传标记测量种群之间的分化程度是司空见惯的。用于此目的的主要差异度量是FST。基于定性调查,数值分析,模拟和经验数据,我在这里认为FST并未表达与研究人员通常认为可以解释和期望的人群之间等位基因频率差异的关系。特别是,FST(1)在群体分化较弱时灵敏度较低;(2)取决于群体中次要的等位基因频率;(3)样本大小的不对称性可能会严重影响该基因;(4)可能会有很大差异在可用的估算器中。如经验示例所示,这些特征加在一起可能会使种群遗传和基因组分析中的模式识别和解释变复杂,并整体损害标记物和研究系统之间种群分化的可比性。我认为,一个显示直观特性的简单差异度量(绝对等位基因频率差AFD)可为FST提供有价值的替代方法。我提供了适用于双等位基因标记和多等位基因标记的AFD的一般定义,并通过对使用AFD实现稳健的分化估计所需的样本量提出建议,得出结论。

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