Estimating divergence times in large molecular phylogenies

被引:499
作者
Tamura, Koichiro [2 ]
Battistuzzi, Fabia Ursula [1 ,3 ]
Billing-Ross, Paul [1 ]
Murillo, Oscar [1 ]
Filipski, Alan [1 ]
Kumar, Sudhir [1 ,4 ]
机构
[1] Arizona State Univ, Ctr Evolutionary Med & Informat, Biodesign Inst, Tempe, AZ 85287 USA
[2] Tokyo Metropolitan Univ, Dept Biol Sci, Tokyo 1920397, Japan
[3] Oakland Univ, Dept Biol Sci, Rochester, MI 48309 USA
[4] Arizona State Univ, Sch Life Sci, Tempe, AZ 85287 USA
基金
美国国家卫生研究院; 日本学术振兴会; 美国国家科学基金会;
关键词
bioinformatics; timescales; relaxed clocks; FOSSIL CALIBRATIONS; EVOLUTION; RATES; CLOCK; GENES; SUBSTITUTION; IMPACT; MODEL;
D O I
10.1073/pnas.1213199109
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Molecular dating of species divergences has become an important means to add a temporal dimension to the Tree of Life. Increasingly larger datasets encompassing greater taxonomic diversity are becoming available to generate molecular timetrees by using sophisticated methods that model rate variation among lineages. However, the practical application of these methods is challenging because of the exorbitant calculation times required by current methods for contemporary data sizes, the difficulty in correctly modeling the rate heterogeneity in highly diverse taxonomic groups, and the lack of reliable clock calibrations and their uncertainty distributions for most groups of species. Here, we present a method that estimates relative times of divergences for all branching points (nodes) in very large phylogenetic trees without assuming a specific model for lineage rate variation or specifying any clock calibrations. The method (RelTime) performed better than existing methods when applied to very large computer simulated datasets where evolutionary rates were varied extensively among lineages by following autocorrelated and uncorrelated models. On average, RelTime completed calculations 1,000 times faster than the fastest Bayesian method, with even greater speed difference for larger number of sequences. This speed and accuracy will enable molecular dating analysis of very large datasets. Relative time estimates will be useful for determining the relative ordering and spacing of speciation events, identifying lineages with significantly slower or faster evolutionary rates, diagnosing the effect of selected calibrations on absolute divergence times, and estimating absolute times of divergence when highly reliable calibration points are available.
引用
收藏
页码:19333 / 19338
页数:6
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