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Updated: May 11, 2026

A Concoction Pipeline for Generating Molecular Operational Taxonomic Units (MOTUs) Among Riparian and Aquatic Beetles
Published on: July 11, 2025
Delimiting species using single-locus data and the Generalized Mixed Yule Coalescent approach: a revised method and
Tomochika Fujisawa1, Timothy G Barraclough
1Department of Life Sciences, Imperial College London, Silwood Park Campus, Ascot, Berkshire SL5 7PY, UK; and Department of Entomology, Natural History Museum, London SW7 5BD, UK.
The Generalized Mixed Yule Coalescent (GMYC) method accurately delimits species using DNA barcoding data. Its performance depends on species population size and divergence times, with the single-threshold model showing superior results in simulations.
Area of Science:
- Evolutionary biology
- Genetics
- Biodiversity science
Background:
- DNA barcoding studies utilize single-locus data for evolutionary diversity surveys.
- Species delimitation is crucial for biodiversity assessments, particularly with environmental DNA.
- The Generalized Mixed Yule Coalescent (GMYC) method is a common tool for species delimitation using gene trees.
Purpose of the Study:
- To present detailed reformulations and a thorough evaluation of the GMYC method.
- To assess the robustness of GMYC under various biological scenarios and model departures.
- To compare the performance of single-threshold versus multiple-threshold GMYC versions.
Main Methods:
- Reconstruction of gene trees from single-locus DNA barcoding data.
- Application of the Generalized Mixed Yule Coalescent (GMYC) method for species delimitation.
- Extensive simulations evaluating GMYC performance under diverse population and divergence scenarios.
Main Results:
- GMYC accuracy is primarily influenced by the ratio of mean population size to divergence times.
- Deviations from model assumptions, like varying population sizes or growth, have minor impacts.
- Likelihood-derived support measures reliably indicate GMYC performance.
- The single-threshold GMYC model consistently outperformed the multiple-threshold version in simulations.
Conclusions:
- The GMYC method is a robust tool for species delimitation with single-locus data.
- Understanding the interplay between population size and divergence is key for accurate delimitation.
- The single-threshold GMYC model is recommended for its superior performance in simulated datasets.
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