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Updated: Sep 7, 2025

Heuristic Mining of Hierarchical Genotypes and Accessory Genome Loci in Bacterial Populations
Published on: December 7, 2021
Prediction of Pasteurella multocida serotypes based on whole genomic sequences
Henrik Christensen1, Sajid Mahmood Sajid2, Magne Bisgaard3
1Department of Veterinary and Animal Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Fredriksberg C, Denmark.
Whole genomic sequencing (WGS) accurately predicts Pasteurella multocida serotypes by targeting specific capsule and lipopolysaccharide (LPS) genes. This method offers a reliable alternative to traditional typing for bacterial isolate characterization.
Area of Science:
- Microbiology
- Genomics
- Bacterial Pathogenesis
Background:
- Pasteurella multocida is a significant bacterial pathogen with diverse serotypes impacting animal and human health.
- Accurate serotyping is crucial for epidemiological surveillance and understanding disease transmission.
- Traditional serotyping methods can be laborious and may lack precision for certain bacterial species.
Purpose of the Study:
- To develop and validate a whole genomic sequencing (WGS)-based method for predicting Pasteurella multocida serotypes.
- To identify specific target genes within capsular and lipopolysaccharide (LPS) regions for accurate typing.
- To establish a publicly accessible database (BIGSdb) for WGS-based bacterial isolate genome sequencing.
Main Methods:
- Whole genome sequencing of 56 Pasteurella multocida strains.
- Inclusion of publicly available assembled genomes from NCBI for comparative analysis.
- Installation of BIGSdb on a Linux server to define and target specific gene sequences for capsular types (A, B, D, E, F) and LPS groups (1-8).
Main Results:
- WGS predictions showed 87% correspondence with classical phenotypic typing for capsular types.
- WGS predictions demonstrated 82% correspondence with phenotypic typing for LPS groups.
- High success rates for WGS-based typing: 93% for capsular types and 94% for LPS groups.
Conclusions:
- Whole genomic sequencing provides a robust and accurate method for Pasteurella multocida serotyping.
- The defined WGS targets and BIGSdb server offer a valuable resource for bacterial isolate characterization.
- This WGS approach enhances epidemiological surveillance and diagnostic capabilities for Pasteurella multocida infections.
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