Antimicrobial resistance in diverse urban microbiomes: uncovering patterns and predictive markers

Antimicrobial resistance in diverse urban microbiomes: uncovering patterns and predictive markers

Antimicrobial resistance (AMR) is a growing global health concern, driven by urbanization and anthropogenic activities. This study investigated AMR distribution and dynamics across microbiomes from six U.S. cities, focusing on resistomes, viromes, and mobile genetic elements (MGEs). Using metagenomi...

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Bibliographic Details
Main Authors: Rodolfo Brizola Toscan, Wojciech Lesiński, Piotr Stomma, Balakrishnan Subramanian, Paweł P. Łabaj, Witold R. Rudnicki
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Genetics
Subjects:
antimicrobial resistance (AMR)
feature selection
data science
PCA
random forest
microbiome
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2025.1460508/full
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