Abstract
Bacterial clades are often ecologically distinct, despite extensive horizontal gene transfer (HGT). How selection works on different parts of bacterial pan-genomes to drive and maintain the emergence of clades is unclear. Focusing on the three largest clades in the diverse and well-studied Bacillus cereus sensu lato group, we identified clade-specific core genes (present in all clade members) and then used clade-specific allelic diversity to identify genes under purifying and diversifying selection. Clade-specific accessory genes (present in a subset of strains within a clade) were characterized as being under selection using presence/absence in specific clades. Gene ontology analyses of genes under selection revealed that different gene functions were enriched in different clades. Furthermore, some gene functions were enriched only amongst clade-specific core or accessory genomes. Genes under purifying selection were often clade-specific, while genes under diversifying selection showed signs of frequent HGT. These patterns are consistent with different selection pressures acting on both the core and the accessory genomes of different clades and can lead to ecological divergence in both cases. Examining variation in allelic diversity allows us to uncover genes under clade-specific selection, allowing ready identification of strains and their ecological niche.
Original language | English |
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Pages (from-to) | 3584-3597 |
Number of pages | 14 |
Journal | Molecular Ecology |
Volume | 31 |
Issue number | 13 |
Early online date | 5 May 2022 |
DOIs | |
Publication status | Published - 31 Jul 2022 |
Bibliographical note
Funding Information:We thank Dr Sion Bayliss for running the pirate pipeline and Dr Manmohan Sharma for access to the University of Exeter remote servers and advice on effectively constructing maximum‐likelihood trees. This work was funded by the BBSRC South West Biosciences Doctoral Training Partnership (Grant no. BB/M009122/1), who also provided training to the primary researcher.
Funding Information:
We thank Dr Sion Bayliss for running the pirate pipeline and Dr Manmohan Sharma for access to the University of Exeter remote servers and advice on effectively constructing maximum-likelihood trees. This work was funded by the BBSRC South West Biosciences Doctoral Training Partnership (Grant no. BB/M009122/1), who also provided training to the primary researcher.
Keywords
- Bacillus cereus sensu lato
- comparative genomics
- evolutionary genomics
- horizontal gene transfer
- niche differentiation
- psychrotolerance
ASJC Scopus subject areas
- Ecology, Evolution, Behavior and Systematics
- Genetics