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Do Alignment and Trimming Methods Matter for Phylogenomic (UCE) Analyses?
Daniel M Portik1,2, John J Wiens1
1Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ 85721, USA.
Systematic Biology
|August 16, 2020
Summary
Choosing DNA sequence alignment and trimming methods has minimal impact on recovering established clades in phylogenomics. However, concatenated phylogenetic analyses generally outperform species-tree methods for clade recovery and support.
Area of Science:
- Molecular Phylogenetics
- Bioinformatics
- Evolutionary Biology
Background:
- Sequence alignment is critical in molecular phylogenetics, potentially influencing gene tree topologies.
- The impact of alignment methods and trimming on large-scale phylogenomic analyses remains unclear.
- Potential biases from alignment may amplify across many genes or become negligible.
Purpose of the Study:
- To investigate the impact of 12 alignment and trimming method combinations on phylogenomic analyses.
- To assess how different methods affect alignment properties like length, informative sites, and missing data.
- To evaluate the recovery of well-established clades using concatenated and species-tree methods.
Main Methods:
- Tested 12 combinations of DNA sequence alignment and trimming methods.
- Utilized ultraconserved elements (UCEs) phylogenomic data from squamate reptiles, birds, and tetrapods.
- Analyzed data using concatenated (RAxML) and species-tree (ASTRAL-III) methods on full and subsampled datasets.
Main Results:
- Different alignment and trimming methods significantly altered alignment characteristics (length, informative sites).
- These variations had minimal impact on recovering well-established clades and their support values.
- Phylogenetic method choice strongly influenced results; concatenated analyses showed superior clade recovery and support.
Conclusions:
- Alignment and trimming method choice has limited effect on robust clade recovery in phylogenomics.
- Concatenated analyses are generally more effective than species-tree methods for recovering established clades.
- Recommendations for "best practices" in alignment and trimming are suggested.
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