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用于推断历史种群动态的序列错配分析和贝叶斯天际线图的问题与注意事项

Problems and Cautions With Sequence Mismatch Analysis and Bayesian Skyline Plots to Infer Historical Demography.

作者信息

Grant William Stewart

机构信息

From the Commercial Fisheries Division, Alaska Department of Fish and Game, 333 Raspberry Road, Anchorage, AK 99518.

出版信息

J Hered. 2015 Jul-Aug;106(4):333-46. doi: 10.1093/jhered/esv020. Epub 2015 Apr 29.

DOI:10.1093/jhered/esv020
PMID:25926628
Abstract

Sequence mismatch analysis (MMA) and Bayesian skyline plots (BSP) are commonly used to reconstruct historical demography. A survey of 173 research articles (2009-2014), which included estimates of historical population sizes from mtDNA or cpDNA, shows a widespread genetic signature of demographic or spatial population expansion in species of all major taxonomic groups. Associating these expansions with climatic events can provide insights into the origins of lineage diversity, range expansions (or contractions), and speciation. However, several variables can introduce error into reconstructions of demographic history, including levels of sequence polymorphism, sampling scheme, sample size, natural selection, and estimates of mutation rate. Most researchers use substitution rates estimated from divergences in phylogenetic trees dated with fossils, or geological events. Recent studies show that molecular clocks calibrated with phylogenetic divergences can overestimate the timings of population-level events by an order of magnitude. Overestimates disconnect historical population reconstructions from climatic history and confound our understanding of the factors influencing genetic variability. If mismatch distributions and BSPs largely reflect demographic history, the widespread signature of population expansion in vertebrate, invertebrate, and plant populations appears to reflect responses to postglacial climate warming.

摘要

序列错配分析(MMA)和贝叶斯天际线图(BSP)常用于重建历史种群动态。一项对173篇研究文章(2009 - 2014年)的调查显示,所有主要分类群的物种中,从线粒体DNA(mtDNA)或叶绿体DNA(cpDNA)估计历史种群大小,都呈现出广泛的种群扩张的遗传特征。将这些扩张与气候事件联系起来,可以深入了解谱系多样性的起源、分布范围的扩张(或收缩)以及物种形成。然而,有几个变量会给人口历史重建带来误差,包括序列多态性水平、抽样方案、样本大小、自然选择以及突变率估计。大多数研究人员使用从与化石或地质事件定年的系统发育树分歧中估计的替代率。最近的研究表明,用系统发育分歧校准的分子钟可能会将种群水平事件的时间估计高估一个数量级。高估会使历史种群重建与气候历史脱节,并混淆我们对影响遗传变异性因素的理解。如果错配分布和BSPs在很大程度上反映了人口历史,那么脊椎动物、无脊椎动物和植物种群中广泛存在的种群扩张特征似乎反映了对冰后期气候变暖的响应。

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