ArticlePLoS pathogens2010
Evolutionary trajectories of beta-lactamase CTX-M-1 cluster enzymes: predicting antibiotic resistance.
Article in PLoS pathogens, 2010. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 54 papers.
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Who cites it
54 citing papers in PubMed, 112 citations in OpenAlex.
- Impact of treatment strategies on cephalosporin and tetracycline resistance gene quantities in the bovine fecal metagenome.Scientific reports · 2014Trial
- Role of extended-spectrum β-lactamase (ESBL) genes in the dissemination of β-lactam resistance within aquatic environments: mechanisms, persistence, and one health implications.World journal of microbiology & biotechnology · 2026Review
- Phylogenetic Analysis of blaEcoHealth · 2026Article
- Directed evolution of a beta-lactamase samples a wide variety of conformational states.Protein science : a publication of the Protein Society · 2025Article
- The tetracycline resistome is shaped by selection for specific resistance mechanisms by each antibiotic generation.Nature communications · 2025Article
- Experimental andACS infectious diseases · 2022Article
- Slow Protein Dynamics Elicits New Enzymatic Functions by Means of Epistatic Interactions.Molecular biology and evolution · 2022Article
- Prediction of Antibiotic Resistance Evolution by Growth Measurement of All Proximal Mutants of Beta-Lactamase.Molecular biology and evolution · 2022Article
- Evolutionary Pathways and Trajectories in Antibiotic Resistance.Clinical microbiology reviews · 2021Article
- Ancient Antibiotics, Ancient Resistance.EcoSal Plus · 2021Review
- Allogenous Selection of Mutational Collateral Resistance: Old Drugs Select for New Resistance Within Antibiotic Families.Frontiers in microbiology · 2021Review
- Article
- Occurrence of Antibiotic-Resistant Bacteria and Genes in Two Drinking Water Treatment and Distribution Systems in the North-West Province of South Africa.Antibiotics (Basel, Switzerland) · 2020Article
- Rapid and robust evolution of collateral sensitivity inScience advances · 2020Article
- Improved bacterial recombineering by parallelized protein discovery.Proceedings of the National Academy of Sciences of the United States of America · 2020Article
- CTX-M-33, a CTX-M-15 derivative conferring reduced susceptibility to carbapenems.Antimicrobial agents and chemotherapy · 2019Article
- Collateral sensitivity constrains resistance evolution of the CTX-M-15 β-lactamase.Nature communications · 2019Article
- Inferring the shape of global epistasis.Proceedings of the National Academy of Sciences of the United States of America · 2018Article
- Network Analysis of Protein Adaptation: Modeling the Functional Impact of Multiple Mutations.Molecular biology and evolution · 2018Article
- Defining Substrate Specificity in the CTX-M Family: the Role of Asp240 in Ceftazidime Hydrolysis.Antimicrobial agents and chemotherapy · 2018Article
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Authors and funding
8 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Extended-spectrum beta-lactamases (ESBL) constitute a key antibiotic-resistance mechanism affecting Gram-negative bacteria, and also an excellent model for studying evolution in real time. A shift in the epidemiology of ESBLs is being observed, which is characterized by the explosive diversification and increase in frequency of the CTX-M-type beta-lactamases in different settings. This provides a unique opportunity for studying a protein evolutionary radiation by the sequential acquisition of specific mutations enhancing protein efficiency and fitness concomitantly. The existence of driver antibiotic molecules favoring protein divergence has been investigated by combining evolutionary analyses and experimental site-specific mutagenesis. Phylogenetic reconstruction with all the CTX-M variants described so far provided a hypothetical evolutionary scenario showing at least three diversification events. CTX-M-3 was likely the enzyme at the origin of the diversification in the CTX-M-1 cluster, which was coincident with positive selection acting on several amino acid positions. Sixty-three CTX-M-3 derivatives containing all combinations of mutations under positively selected positions were constructed, and their phenotypic efficiency was evaluated. The CTX-M-3 diversification process can only be explained in a complex selective landscape with at least two antibiotics (cefotaxime and ceftazidime), indicating the need to invoke mixtures of selective drivers in order to understand the final evolutionary outcome. Under this hypothesis, we found congruent results between the in silico and in vitro analyses of evolutionary trajectories. Three pathways driving the diversification of CTX-M-3 towards the most complex and efficient variants were identified. Whereas the P167S pathway has limited possibilities of further diversification, the D240G route shows a robust diversification network. In the third route, drift may have played a role in the early stages of CTX-M-3 evolution. Antimicrobial agents should not be considered only as selectors for efficient mechanisms of resistance but also as diversifying agents of the evolutionary trajectories. Different trajectories were identified using a combination of phylogenetic reconstructions and directed mutagenesis analyses, indicating that such an approach might be useful to fulfill the desirable goal of predicting evolutionary trajectories in antimicrobial resistance.
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