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使用近似贝叶斯计算进行同时发散检验。

Test for simultaneous divergence using approximate Bayesian computation.

作者信息

Hickerson Michael J, Stahl Eli A, Lessios H A

机构信息

Museum of Vertebrate Zoology, University of California, 3101 Valley Life Sciences Building, Berkeley, California 94720-3160, USA.

出版信息

Evolution. 2006 Dec;60(12):2435-53.

Abstract

Comparative phylogeographic studies often reveal disparate levels of sequence divergence between lineages spanning a common geographic barrier, leading to the conclusion that isolation was nonsynchronous. However, only rarely do researchers account for the expected variance associated with ancestral coalescence and among-taxon variation in demographic history. We introduce a flexible approximate Bayesian computational (ABC) framework that can test for simultaneous divergence (TSD) using a hierarchical model that incorporates idiosyncratic differences in demographic history across taxon pairs. The method is tested across a range of conditions and is shown to be accurate even with single-locus mitochondrial DNA (mtDNA) data. We apply this method to a landmark dataset of putative simultaneous vicariance, eight geminate echinoid taxon pairs thought to have been split by the Isthmus of Panama 3.1 million years ago. The ABC posterior estimates are not consistent with a history of simultaneous vicariance given these data. Subsequent ABC estimates under a constrained model that assumes two divergence times across the eight taxon pairs suggests simultaneous divergence 3.1 million years ago in seven of the taxon pairs and a more recent divergence in the remaining taxon pair. These ABC estimates on the simultaneous divergence of the seven taxon pairs correspond to a DNA substitution rate of approximately 1.59% per lineage per million years at the mtDNA cytochrome oxidase I gene. This ABC framework can easily be modified to analyze single taxon-pair datasets and/or be expanded to include multiple loci, migration, recombination, and other idiosyncratic demographic histories. The flexible aspect of ABC and its built-in evaluation of estimator bias and statistical power has the potential to greatly enhance statistical rigor in phylogeographic studies.

摘要

比较系统地理学研究常常揭示出跨越共同地理屏障的谱系之间存在不同程度的序列分歧,从而得出隔离不同步的结论。然而,研究人员很少考虑与祖先合并以及种群历史中分类群间变异相关的预期方差。我们引入了一个灵活的近似贝叶斯计算(ABC)框架,该框架可以使用层次模型来检验同时分歧(TSD),该层次模型纳入了不同分类群对之间种群历史的独特差异。该方法在一系列条件下进行了测试,结果表明即使使用单基因座线粒体DNA(mtDNA)数据也很准确。我们将此方法应用于一个具有里程碑意义的假定同时发生的地理隔离数据集,即八个双壳海胆分类群对,它们被认为在310万年前被巴拿马地峡分隔开来。根据这些数据,ABC后验估计与同时发生地理隔离的历史不一致。随后在一个受限模型下进行的ABC估计假设八个分类群对有两个分歧时间,结果表明在七个分类群对中同时分歧发生在310万年前,而在其余分类群对中分歧时间更近。这些关于七个分类群对同时分歧的ABC估计对应于mtDNA细胞色素氧化酶I基因每个谱系每百万年约1.59%的DNA替代率。这个ABC框架可以很容易地修改以分析单个分类群对数据集和/或扩展到包括多个基因座、迁移、重组以及其他独特的种群历史。ABC的灵活性及其对估计偏差和统计功效的内置评估有可能极大地提高系统地理学研究的统计严谨性。

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