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Updated: Aug 28, 2025

Heuristic Mining of Hierarchical Genotypes and Accessory Genome Loci in Bacterial Populations
Published on: December 7, 2021
Ghost lineages can invalidate or even reverse findings regarding gene flow.
Théo Tricou1, Eric Tannier1,2, Damien M de Vienne1
1Univ Lyon, Université Lyon 1, CNRS, Laboratoire de Biométrie et Biologie Évolutive UMR5558, F-69622 Villeurbanne, France.
Horizontal gene flow (HGF) detection methods can be unreliable. Ignoring unsampled taxa ("ghost lineages") can reverse evolutionary conclusions, highlighting the need to account for these "ghosts" in phylogenetic studies.
Area of Science:
- Evolutionary biology
- Genomics
- Phylogenetics
Background:
- Horizontal gene flow (HGF), introgression, and endosymbiosis are key drivers of evolutionary innovation.
- Current HGF detection methods analyze genomic signatures, particularly their impact on phylogenetic tree branch lengths.
- Existing methods often assume minimal influence from unsampled taxa (ghost lineages).
Purpose of the Study:
- To investigate the impact of unsampled taxa on the reliability of HGF detection methods.
- To re-evaluate conclusions drawn from previous studies that did not account for ghost lineages.
Main Methods:
- Simulations were used to model evolutionary scenarios with varying numbers of sampled and unsampled taxa.
- Reanalysis of existing datasets was performed to assess the influence of ghost lineages on prior findings.
Main Results:
- The influence of ghost lineages can significantly alter or even reverse conclusions drawn from HGF detection methods.
- Studies assuming limited ghost lineages may yield unfounded or inaccurate evolutionary interpretations.
- The impact of unsampled taxa is substantial, even when compared to sampled ones.
Conclusions:
- The assumption of minimal ghost lineage influence is often invalid.
- Recognizing and incorporating the impact of ghost lineages is crucial for accurate evolutionary inference.
- Future phylogenetic and HGF studies must account for the pervasive effect of unsampled taxa.
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