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PlasAnn: a curated plasmid-specific database and annotation pipeline for standardized gene and function analysis
Habibul Islam1, Abhishek Sharma2, Jordan Blair1
1Department of Chemical Engineering, University of Rochester, 4510 Wegmans Hall, Rochester, NY 14627, United States.
PlasAnn is a new tool that accurately annotates genes on bacterial plasmids, improving our understanding of microbial adaptation and evolution. It provides standardized gene names and functional information, outperforming existing methods.
Area of Science:
- Microbiology
- Genomics
- Bioinformatics
Background:
- Conjugative plasmids facilitate bacterial adaptation and gene transfer but are difficult to annotate due to complex genetic structures and inconsistent naming.
- Accurate annotation of plasmid-encoded genes is crucial for understanding bacterial evolution and microbial ecology.
Purpose of the Study:
- To develop PlasAnn, a specialized database and annotation pipeline for genes on natural plasmids.
- To provide accurate, standardized gene names and functional annotations for plasmid-encoded genes, enabling comparative analyses.
- To improve the efficiency and accuracy of plasmid annotation compared to general prokaryotic genome annotation tools.
Main Methods:
- Development of the PlasAnn database and annotation pipeline.
- Curating plasmid-type-specific gene names and functional annotations.
- Integrating common plasmid features into the annotation tool.
- Benchmarking PlasAnn against broad prokaryotic genome annotation pipelines.
Main Results:
- PlasAnn provides highly accurate, standardized gene names and functional annotations for plasmid-encoded genes.
- The PlasAnn pipeline outperforms general prokaryotic annotation tools in accuracy and efficiency.
- Analysis revealed conserved gene repertoires across different plasmid groups, suggesting modular gene networks.
- Plasmid-encoded transposable elements were found to carry genes involved in metabolism, virulence, and stress response, beyond antibiotic resistance.
Conclusions:
- PlasAnn significantly enhances plasmid annotation, facilitating comparative studies and advancing the understanding of plasmid biology.
- The tool aids in deciphering the broader roles of plasmid-encoded genes in bacterial adaptation and evolution.
- PlasAnn's findings highlight the dynamic nature of gene sharing on plasmids and their contribution to microbial fitness.
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