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Updated: Feb 4, 2026

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Published on: December 5, 2016
Environmentally-driven gene content convergence and the Bacillus phylogeny
Ismael L Hernández-González1, Gabriel Moreno-Hagelsieb2, Gabriela Olmedo-Álvarez3
1Department of Genetic Engineering, CINVESTAV-Irapuato, Km. 9.6 Libramiento Norte, Carr. Irapuato-Leon, Irapuato, 36824, Guanajuato, Mexico.
Aquatic Bacillus species originate from diverse evolutionary lineages. However, their genetic content shows convergence, suggesting environmental factors influence bacterial adaptation.
Area of Science:
- Microbial Ecology
- Evolutionary Biology
- Genomics
Background:
- Bacillus species inhabit diverse environments, but the link between their ecological niche and metabolic potential is underexplored.
- Previous research proposed a monophyletic aquatic Bacillus group, though this has not been fully substantiated.
- Investigating environmental influences on bacterial evolution and adaptation is crucial for understanding microbial diversity.
Purpose of the Study:
- To investigate the evolutionary origins of aquatic Bacillus species using phylogenetic and phylogenomic analyses.
- To determine if environmental isolation influences the genetic content of Bacillus bacteria.
- To test for convergence in gene content among aquatic Bacillus species from different evolutionary lineages.
Main Methods:
- Phylogenetic and phylogenomic reconstruction of Bacillus strains.
- Hierarchical clustering based on functional gene content (proteomes).
- Comparative analysis of evolutionary history and environmental adaptation.
Main Results:
- Phylogenetic analysis revealed that aquatic Bacillus strains originate from multiple distinct evolutionary lineages, challenging the monophyletic aquatic group hypothesis.
- Clustering based on functional gene content grouped bacteria according to their isolation environment, indicating environmental influence.
- A clade of exclusively aquatic Bacillus was identified, but it differed from previously reported groups.
Conclusions:
- Aquatic Bacillus species exhibit polyphyletic evolutionary origins.
- Despite diverse origins, Bacillus species show convergence in gene content, suggesting environmental adaptation.
- Environmental factors play a significant role in shaping the genetic makeup of bacteria, irrespective of their evolutionary history.
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