blantyreESBL
blantyreESBL provides a curated genomic dataset and analytical results for studying antimicrobial resistance and population structure of Klebsiella pneumoniae and Escherichia coli isolates from Blantyre, Malawi.
Key Features:
- Genomic Data Repository: The package includes whole-genome sequencing data for 203 Klebsiella pneumoniae and 473 Escherichia coli isolates.
- Global Contextualization: Isolates are compared to multicountry collections of 484 K. pneumoniae and 10,146 E. coli genomes to place local diversity in a global context.
- Phylogenetic Analysis: The resource supports inference of phylogenetic relationships and exploration of sequence type (ST) diversity and distribution between Malawi and global trends.
- AMR and Virulence Determinants: Analyses include genetic loci linked to antimicrobial resistance and virulence, including siderophore genes and hypermucoidy genes.
- O-Antigen Typing: The package provides O-typing data for K. pneumoniae to assess O-antigen diversity relevant to vaccine considerations.
- Plasmid Characterization: For E. coli, long-read sequencing data are used to characterize plasmids carrying ESBL and carbapenemase genes.
Scientific Applications:
- AMR Surveillance: Use for monitoring antimicrobial resistance trends in sub-Saharan Africa through genomic data.
- Epidemiological Studies: Use to identify locally circulating subclades and globally successful clones of K. pneumoniae and E. coli.
- Vaccine Development: Use to inform analyses of O-antigen diversity relevant to vaccine target selection in Malawi.
- Public Health Interventions: Use to provide genomic insights that can inform antimicrobial stewardship and control strategies for resistant pathogens.
Methodology:
Analyses employ short-read and long-read whole-genome sequencing, phylogenetic inference, O-antigen typing, plasmid characterization from long reads, and contextualization with a curated global collection of bacterial genomes.
Topics
Details
- License:
- Other
- Cost:
- Free of charge
- Tool Type:
- library
- Operating Systems:
- Mac, Linux, Windows
- Programming Languages:
- R
- Added:
- 3/28/2022
- Last Updated:
- 3/28/2022
Operations
Publications
Lewis JM, Mphasa M, Banda R, Beale MA, Mallewa J, Anscome C, Zuza A, Roberts AP, Heinz E, Thomson NR, Feasey NA. Genomic analysis of extended-spectrum beta-lactamase (ESBL) producing <i>Escherichia coli</i> colonising adults in Blantyre, Malawi reveals previously undescribed diversity. Unknown Journal. 2021. doi:10.1101/2021.10.07.463523.
Lewis JM, Mphasa M, Banda R, Beale MA, Mallewa J, Heinz E, Thomson NR, Feasey NA. Genomic and antigenic diversity of carried <i>Klebsiella pneumoniae</i> isolates mirrors that of invasive isolates in Blantyre, Malawi. Unknown Journal. 2021. doi:10.1101/2021.10.07.463515.