Article

Exploring the evolution of multidrug resistance patterns in ESKAPEE pathogens using association mining: Key to antibiotic stewardship?

2026-07-17

Abstract excerpt

Background Shared Multidrug resistance (sMDR) is a major challenge in antimicrobial therapy, particularly among ESKAPEE pathogens, as these bacteria develop resistance to multiple antimicrobial agents via mutations, recombination, or gene transfer. These antimicrobial resistance (AMR) mechanisms evolve and require constant surveillance. Understanding sMDR patterns in large antimicrobial surveillance datasets is co...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 62ae041e-b913-54f2-a27d-54b986959500
DOI: 10.12688/wellcomeopenres.24103.3

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Exploring the evolution of multidrug resistance patterns in ESKAPEE pathogens using association mining: Key to antibiotic stewardship?DOI 10.12688/wellcomeopenres.24103.3Read

Exploring multidrug resistance patterns in community-acquired<i>E. coli</i>urinary tract infections with machine learningSemantic proximity Read

From sequence to signature: Machine learning uncovers multiscale feature landscapes that predict AMR across ESKAPE pathogensSemantic proximity Read

Extracting novel antimicrobial emergence events from scientific literature and medical reportsSemantic proximity Read

A global repository of novel antimicrobial emergence eventsSemantic proximity Read

Machine Learning Predicts Antimicrobial Resistance from Genomic Data across ESKAPEE PathogensSemantic proximity Read

Unveiling meropenem resistance and co-resistance patterns in Klebsiella pneumoniae and Acinetobacter baumannii: a global genome analysis using ML/DL and association mining.Semantic proximity Read

Mapping the resistance landscape: A large-scale study of polymyxin-resistant pathogens circulating in low-and middle-income countriesSemantic proximity Read

ARMOR (Antibiotic Resistance Modelling through Omics and Resistance-gene analysis)Semantic proximity Read

ESKAPE pathogens rapidly develop resistance against antibiotics in development in vitro.Semantic proximity Read

Exceptions to the rule: Why does resistance evolution not undermine antibiotic therapy in all bacterial infections?Semantic proximity Read

Genomic traits and social determinants of health drive bacterial antimicrobial resistance: current trends and projections to 2050Semantic proximity Read

Phylogenetic context of antibiotic resistance provides insights into the dynamics of resistance emergence and spreadSemantic proximity Read