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使用松弛时钟对浅系谱进行贝叶斯日期推断。

Bayesian dating of shallow phylogenies with a relaxed clock.

机构信息

School of Natural Sciences and Psychology, Liverpool John Moores University, Liverpool L3 3AF, UK.

出版信息

Syst Biol. 2010 Mar;59(2):119-31. doi: 10.1093/sysbio/syp082. Epub 2009 Dec 10.

Abstract

Bayesian methods are increasingly being used to estimate divergence times without the restrictive assumption of a global clock. Little is known about their reliability for shallow phylogenies where DNA sequence divergence is low. We analyzed both simulated and real sequences to evaluate dating methods in phylogenies with mid-late Miocene roots. A large number of data sets (5000) with 10 taxa each were simulated under a rate-drift model for trees with 2 topologies (balanced or unbalanced) and with different sets of divergence times (characterized by long or short external branches). Data were analyzed using Bayesian Markov chain Monte Carlo methods in which the prior on divergence times was specified from a birth-death process with species sampling (BDS) or a Dirichlet distribution using the programs MCMCTREE and MULTIDIVTIME. The programs generally performed well on shallow phylogenies, but posterior mean node ages were biased and 95% posterior intervals included true ages in fewer than 95% of trees in some analyses. This typically occurred when the 95% prior interval did not include the true age and/or sequence lengths were </= 1 kbp. Widths of posterior intervals were also very dependent on the position of the calibrated node within the tree, particularly when sequences were short. Different divergence times priors within MCMCTREE, MULTIDIVTIME, and BEAST were used to analyze mitochondrial DNA data sets from a Bovid subfamily (the Caprinae) from Asian Laudakia and North African Chalcides lizards. Posterior divergence times were quite sensitive to different BDS priors but less sensitive to different Dirichlet priors. Our study demonstrates the impact of the prior on divergence times in shallow phylogenies and shows that 1) prior intervals on nodes should be assessed as a prerequisite to a dating analysis, 2) >or= 1 kbp of quite rapidly evolving sequence may be required to obtain accurate posterior means and usefully narrow posterior intervals.

摘要

贝叶斯方法越来越多地被用于估计分歧时间,而无需全球时钟的限制性假设。对于 DNA 序列分歧较低的浅层系统发育,对其可靠性知之甚少。我们分析了模拟和真实序列,以评估在中晚中新世根的系统发育中进行约会的方法。在具有 2 种拓扑结构(平衡或不平衡)和不同分歧时间集(具有长或短外部分支的特征)的树的速率漂移模型下,模拟了大量具有 10 个分类单元的每个数据集(5000)。使用贝叶斯马尔可夫链蒙特卡罗方法分析数据,其中分歧时间的先验从具有物种抽样(BDS)的出生 - 死亡过程或使用程序 MCMCTREE 和 MULTIDIVTIME 的 Dirichlet 分布指定。在某些分析中,程序通常在浅层系统发育上表现良好,但后验均值节点年龄存在偏差,并且 95%后验间隔在少于 95%的树中包含真实年龄。当 95%的先验间隔不包含真实年龄并且/或序列长度 <= 1 kbp 时,通常会发生这种情况。后验间隔的宽度也非常取决于校准节点在树中的位置,特别是当序列较短时。在 MCMCTREE,MULTIDIVTIME 和 BEAST 中使用不同的分歧时间先验来分析来自亚洲 Laudakia 和北非 Chalcides 蜥蜴的 Bovid 亚科(Caprinae)的线粒体 DNA 数据集。后验分歧时间对不同的 BDS 先验非常敏感,但对不同的 Dirichlet 先验不太敏感。我们的研究表明了先验对浅层系统发育中分歧时间的影响,并表明 1)应该评估节点上的先验间隔作为约会分析的前提条件,2)可能需要 >= 1 kbp 的相当快速进化的序列才能获得准确的后验平均值并有效地缩小后验间隔。

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