ArticleScientific reports2019
An Escherichia coli ST131 pangenome atlas reveals population structure and evolution across 4,071 isolates.
Article in Scientific reports, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 68 papers.
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Who cites it
68 citing papers in PubMed, 98 citations in OpenAlex.
- Article
- Insights into goatpox virus and sheeppox virus genomes from pangenome graphs.Archives of virology · 2026Article
- Mapping the evolutionary path towards multi-drug resistance in the pandemicMicrobial genomics · 2026Article
- Escherichia coli ST131 Drives Carbapenem Use for E. coli Bloodstream Infections.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2026Article
- Annotating the pangenome reveals the diversity in the genetic basis for metabolic enzymes.Science advances · 2026Article
- Antimicrobial Resistance and Comparative Genome Analysis of High-RiskMicroorganisms · 2026Article
- Approaches to Studying Viral Pangenome Variation Graphs.Genomics, proteomics & bioinformatics · 2026Review
- Evolutionary Genomics of Human Gut Bacteria: Ecological Plasticity Across the Mutualism-Pathogenicity Spectrum.International journal of molecular sciences · 2026Review
- PyamilySeq: exposing the fragility of conventional gene (re)clustering and prokaryotic pangenomic inference methods.NAR genomics and bioinformatics · 2026Article
- Genomic Characterisation of Pyometra-AssociatedAntibiotics (Basel, Switzerland) · 2026Article
- Population structure, antimicrobial resistance, and virulence factors of diabetic foot-associatedMicrobiology spectrum · 2026Article
- Insights Into Global Antimicrobial Resistance Dynamics Through the Sequencing of Enteric Bacteria From US International Travelers.The Journal of infectious diseases · 2026Article
- Genomic islands and plasmid borne antimicrobial resistance genes drive the evolution of high-risk, ST-131 uropathogenic E. coli NS30.BMC genomics · 2025Article
- PGAP2: A comprehensive toolkit for prokaryotic pan-genome analysis based on fine-grained feature networks.Nature communications · 2025Article
- Mobile genetic elements of global Escherichia coli ST131 clades with carbapenemases.European journal of clinical microbiology & infectious diseases : official publication of the European Society of Clinical Microbiology · 2025Article
- How to measure bacterial genome plasticity? A novel index helps gather insights on pathogens.Microbial genomics · 2025Article
- Large-scale genomic analysis reveals the distribution and diversity of type VI secretion systems inmSystems · 2025Article
- Genomic diversity of clinically relevant bacterial pathogens from an acute care hospital in Suva, Fiji.JAC-antimicrobial resistance · 2025Article
- Article
- Bloodstream infections: mechanisms of pathogenesis and opportunities for intervention.Nature reviews. Microbiology · 2025Review
8 more citing papers are in PubMed but not listed here.
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Authors and funding
2 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Escherichia coli ST131 is a major cause of infection with extensive antimicrobial resistance (AMR) facilitated by widespread beta-lactam antibiotic use. This drug pressure has driven extended-spectrum beta-lactamase (ESBL) gene acquisition and evolution in pathogens, so a clearer resolution of ST131's origin, adaptation and spread is essential. E. coli ST131's ESBL genes are typically embedded in mobile genetic elements (MGEs) that aid transfer to new plasmid or chromosomal locations, which are mobilised further by plasmid conjugation and recombination, resulting in a flexible ESBL, MGE and plasmid composition with a conserved core genome. We used population genomics to trace the evolution of AMR in ST131 more precisely by extracting all available high-quality Illumina HiSeq read libraries to investigate 4,071 globally-sourced genomes, the largest ST131 collection examined so far. We applied rigorous quality-control, genome de novo assembly and ESBL gene screening to resolve ST131's population structure across three genetically distinct Clades (A, B, C) and abundant subclades from the dominant Clade C. We reconstructed their evolutionary relationships across the core and accessory genomes using published reference genomes, long read assemblies and k-mer-based methods to contextualise pangenome diversity. The three main C subclades have co-circulated globally at relatively stable frequencies over time, suggesting attaining an equilibrium after their origin and initial rapid spread. This contrasted with their ESBL genes, which had stronger patterns across time, geography and subclade, and were located at distinct locations across the chromosomes and plasmids between isolates. Within the three C subclades, the core and accessory genome diversity levels were not correlated due to plasmid and MGE activity, unlike patterns between the three main clades, A, B and C. This population genomic study highlights the dynamic nature of the accessory genomes in ST131, suggesting that surveillance should anticipate genetically variable outbreaks with broader antibiotic resistance levels. Our findings emphasise the potential of evolutionary pangenomics to improve our understanding of AMR gene transfer, adaptation and transmission to discover accessory genome changes linked to novel subtypes.
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