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Updated: Jul 6, 2025

Heuristic Mining of Hierarchical Genotypes and Accessory Genome Loci in Bacterial Populations
Published on: December 7, 2021
Pseudogenes act as a neutral reference for detecting selection in prokaryotic pangenomes
Gavin M Douglas1,2, B Jesse Shapiro3,4,5
1Department of Microbiology and Immunology, McGill University, Montréal, Québec, Canada. gavin.douglas@mcgill.ca.
Pseudogenes help reveal bacterial evolution. Comparing intact and non-functional genes shows many rare accessory genes in bacterial pangenomes provide adaptive benefits, not just neutral or deleterious effects.
Area of Science:
- Microbial genomics
- Evolutionary biology
- Bacterial genetics
Background:
- Bacterial pangenomes comprise accessory genes, but forces driving their divergence (genetic drift vs. selection) are debated.
- Rare genes, including singletons, constitute a significant portion of pangenomes, with unclear adaptive, deleterious, or neutral roles.
- Previous models linking effective population size (Ne) to pangenome size have been interpreted through both neutral and adaptive lenses.
Purpose of the Study:
- To differentiate between neutral and adaptive models of bacterial pangenome evolution.
- To investigate the evolutionary forces shaping rare accessory gene content in bacteria.
- To establish a method for inferring the fitness effects of rare genes using pseudogenes as a neutral reference.
Main Methods:
- Utilized pseudogenes as a neutral evolutionary marker to assess the roles of rare genes.
- Analyzed gene family pseudogene and intact gene copy numbers across bacterial genomes.
- Defined and calculated the ratio of singleton intact genes to singleton pseudogenes (si/sp) across 668 prokaryotic species.
Main Results:
- Most functional categories showed depletion of rare pseudogenes when only one intact copy of a gene family was present.
- Transposable elements were enriched in pseudogenes, suggesting neutral or deleterious roles.
- The singleton intact to singleton pseudogene ratio (si/sp) indicated adaptive value for many rare accessory genes across diverse prokaryotes.
Conclusions:
- Pseudogene analysis provides a robust method to infer evolutionary forces in bacterial pangenomes.
- Rare accessory genes are not solely neutral or deleterious; many confer adaptive advantages.
- This study refines our understanding of bacterial genome evolution and the significance of accessory gene content.
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