E. coli phylogeny drives co-amoxiclav resistance through variable expression of bla TEM-1
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Le résumé fourni par la source
Abstract Co-amoxiclav resistance in E. coli is a clinically important phenotype associated with increased mortality. The class A beta-lactamase bla TEM-1 is often carried by co- amoxiclav-resistant pathogens, but exhibits high phenotypic heterogeneity, making genotype-phenotype predictions challenging. We present a curated dataset of n =377 E. coli isolates representing all 8 known phylogroups, where the only acquired beta- lactamase is bla TEM-1 . For all isolates, we generate hybrid assemblies and co-amoxiclav MICs, and for a subset ( n =67/377), bla TEM-1 qPCR expression data. First, we test whether certain E. coli lineages are intrinsically better or worse at expressing bla TEM-1 , for example, due to lineage differences in regulatory systems, which are challenging to directly quantify. Using genotypic features of the isolates ( bla TEM-1 promoter variants and copy number), we develop a hierarchical Bayesian model for bla TEM-1 expression that controls for phylogeny. We establish that bla TEM-1 expression intrinsically varies across the phylogeny, with some lineages (e.g. phylogroups B1 and C, ST12) better at expression than others (e.g. phylogroups E and F, ST372). Next, we test whether phylogenetic variation in expression influences the resistance of the isolates. With a second model, we use genotypic features ( bla TEM-1 promoter variants, copy number, duplications; ampC promoter variants; efflux pump AcrF presence) to predict isolate MIC, again controlling for phylogeny. Lastly, we use a third model to demonstrate that the phylogenetic influence on bla TEM-1 expression causally drives the variation in co- amoxiclav MIC. This underscores the importance of incorporating phylogeny into genotype-phenotype predictions, and the study of resistance more generally.
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Le contrôle bibliographique ouvert
DOI retrouvé dans Crossref DOI retrouvé, mais le titre doit être comparé manuellement.
- Titre Crossref
- <i>E. coli</i> phylogeny drives co-amoxiclav resistance through variable expression of <i>bla</i> <sub>TEM-1</sub>
- Date Crossref
- 12/08/2024
- Éditeur
- openRxiv
- Type
- posted-content
Ce recoupement confirme des métadonnées liées au DOI. Il ne confirme ni la méthode ni les conclusions de l’étude, et il ne compte pas comme une seconde source scientifique indépendante.
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