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msBayes: pipeline for testing comparative phylogeographic histories using hierarchical approximate Bayesian
Michael J Hickerson1, Eli Stahl, Naoki Takebayashi
1Biology Department, Queens College, CUNY, Flushing, NY 11367-1597, USA. michael.hickerson@qc.cuny.edu
BMC Bioinformatics
|July 28, 2007
Summary
This study introduces msBayes, a novel software for testing simultaneous divergence in multiple population pairs. It accurately distinguishes simultaneous isolation from temporal incongruence, even with limited data.
Area of Science:
- Evolutionary Biology
- Population Genetics
- Phylogeography
Background:
- Accurate testing of simultaneous divergence (vicariance) across multiple population pairs is crucial in evolutionary biology.
- Previous methods often conflate gene trees with species trees, leading to inaccurate conclusions about temporal incongruence.
- Existing phylogeographic software lacks the capability to analyze multiple species/population pairs under a hierarchical model.
Purpose of the Study:
- To introduce msBayes, a new software package designed for testing simultaneous divergence (TSD) in multiple co-distributed population pairs.
- To provide a flexible and powerful tool for analyzing complex multi-species biogeographic hypotheses using population genetic data.
Main Methods:
- msBayes utilizes approximate Bayesian computation (ABC) within a hierarchical coalescent model framework.
- It estimates hyper-parameters to quantify variability in divergence times across population pairs.
- The software allows for variation in within-population demographic parameters, accounting for coalescent variance.
Main Results:
- The msBayes method effectively distinguishes simultaneous isolation from temporal incongruence in population pair divergence.
- Accurate results are achievable even with sparse sampling of individuals.
- The decoupled estimation and simulation steps allow for rapid evaluation of ABC conditions and summary statistics.
Conclusions:
- msBayes is a powerful and flexible tool for addressing complex biogeographic questions involving multiple co-distributed species.
- The software pipeline is available as open-source software for Linux, Mac OS-X, and POSIX systems.
- Future implementations will extend capabilities to analyze multi-locus data per species pair.
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