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Updated: Jun 30, 2025

Heuristic Mining of Hierarchical Genotypes and Accessory Genome Loci in Bacterial Populations
Published on: December 7, 2021
Evolutionary dynamics of the accessory genomes of Staphylococcus aureus
Kathryn R Piper1, Odion O Ikhimiukor1, Stephanie S R Souza1
1Department of Biological Sciences, University at Albany, State University of New York, Albany, New York, USA.
Abstract:
Staphylococcus aureus is a ubiquitous commensal and opportunistic bacterial pathogen that can cause a wide gamut of infections, which are exacerbated by the presence of multidrug-resistant and methicillin-resistant S. aureus. S. aureus is genetically heterogeneous and consists of numerous distinct lineages. Using 558 complete genomes of S. aureus, we aim to determine how the accessory genome content among phylogenetic lineages of S. aureus is structured and has evolved. Bayesian hierarchical clustering identified 10 sequence clusters, of which seven contained major sequence types (ST 1, 5, 8, 30, 59, 239, and 398). The seven sequence clusters differed in their accessory gene content, including genes associated with antimicrobial resistance and virulence. Focusing on the two largest clusters, BAPS8 and BAPS10, and each consisting mostly of ST5 and ST8, respectively, we found that the structure and connected components in the co-occurrence networks of accessory genomes varied between them. These differences are explained, in part, by the variation in the rates at which the two sequence clusters gained and lost accessory genes, with the highest rate of gene accumulation occurring recently in their evolutionary histories. We also identified a divergent group within BAPS10 that has experienced high gene gain and loss early in its history. Together, our results show highly variable and dynamic accessory genomes in S. aureus that are structured by the history of the specific lineages that carry them.IMPORTANCEStaphylococcus aureus is an opportunistic, multi-host pathogen that can cause a variety of benign and life-threatening infections. Our results revealed considerable differences in the structure and evolution of the accessory genomes of major lineages within S. aureus. Such genomic variation within a species can have important implications on disease epidemiology, pathogenesis of infection, and interactions with the vertebrate host. Our findings provide important insights into the underlying genetic basis for the success of S. aureus as a highly adaptable and resistant pathogen, which will inform current efforts to control and treat staphylococcal diseases.
Insights
Staphylococcus aureus lineages show dynamic accessory genomes shaped by their evolutionary history. This genomic variation impacts virulence, antimicrobial resistance, and adaptability, offering insights into pathogen success.
Area of Science:
- Microbiology
- Genomics
- Evolutionary Biology
Background:
- Staphylococcus aureus is a versatile pathogen causing diverse infections, complicated by multidrug-resistant strains.
- Genetic heterogeneity exists within S. aureus, with distinct lineages possessing varied characteristics.
Purpose of the Study:
- To investigate the structure and evolution of accessory genome content across S. aureus phylogenetic lineages.
- To understand how genomic variation influences the pathogen's adaptability and virulence.
Main Methods:
- Analysis of 558 complete Staphylococcus aureus genomes.
- Application of Bayesian hierarchical clustering to identify sequence clusters.
- Examination of accessory genome co-occurrence networks and gene gain/loss rates.
Main Results:
- Ten sequence clusters were identified, with seven containing major sequence types (STs).
- Accessory gene content, including antimicrobial resistance and virulence genes, varied significantly between clusters.
- Accessory genome network structures and gene dynamics differed between major clusters (BAPS8 and BAPS10), with recent gene accumulation observed.
Conclusions:
- Accessory genomes of S. aureus are highly variable and dynamic, structured by lineage-specific evolutionary histories.
- Genomic variation contributes to S. aureus's adaptability, resistance, and success as a pathogen.
- Findings inform strategies for controlling S. aureus infections and understanding its pathogenesis.
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