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A Practical Guide to Phylogenetics for Nonexperts
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Using Gene Trees with Lineage-Specific Duplicates for Phylogenetic Inference Mitigates the Effects of Long-Branch
Megan L Smith1, Matthew W Hahn2
1Department of Biological Sciences, Mississippi State University, 295 E Lee Blvd, Mississippi State, MS 39762, USA.
Systematic Biology
|January 28, 2026
Summary
Using larger gene families, including paralogs, improves phylogenetic tree accuracy and helps overcome long-branch attraction. This approach enhances species tree inference, especially when single-copy genes are insufficient.
Area of Science:
- Evolutionary biology
- Phylogenetics
- Genomics
Background:
- Traditional species tree inference relies on orthologs, excluding paralogs.
- This focus on single-copy genes limits data availability.
- Recent studies show paralog-based inference is accurate and data-rich.
Purpose of the Study:
- Investigate if larger gene families increase phylogenetic accuracy.
- Propose using gene families with multiple copies to mitigate long-branch attraction.
- Assess the utility of larger gene families for resolving Chelicerate relationships.
Main Methods:
- Simulated phylogenetic datasets to test accuracy with varying gene family sizes.
- Employed maximum parsimony and maximum likelihood inference methods.
- Analyzed Chelicerate genomic data, focusing on scorpion and pseudoscorpion relationships.
Main Results:
- Larger gene families mitigate long-branch attraction, particularly with parsimony or misspecified models.
- Using larger gene families increased support for the scorpion-pseudoscorpion clade in Chelicerates.
- Phylogenetic accuracy improved when utilizing data from larger gene families.
Conclusions:
- Larger gene families offer a valuable alternative to single-copy genes for phylogenetic inference.
- This approach can improve species tree accuracy and resolve challenging evolutionary relationships.
- The use of paralogs in larger gene families presents a promising avenue for future phylogenetic studies.
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