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
Data Inputs & Outputs
Deposition
Inputs
Outputs
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.