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Author

Zhen-Yan Zhang

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Oct 2026

Risk assessment of antibiotic-resistant bacteria in global lakes and their hotspots.

This study comprehensively examined metagenomic samples from lakes globally and identified 12,866 antibiotic-resistant bacteria spanning 28 phyla, and developed a three-tiered risk framework based on the co-carriage of resistance genes, mobile genetic elements, and virulence factors.

Xi-Ruo Li, Zhen-Yan Zhang, Ming-Ke He et al. · 0 citations
Aug 2026

Machine learning prediction of human antibiotic resistance risk using 16S rRNA profiles.

This work establishes a scalable framework for inferring antibiotic resistance risk from 16S data, enabling equitable, large-scale surveillance of antimicrobial resistance while positioning microbiome composition as a predictive basis for functional risk and advancing a general paradigm for inferring microbial traits f...

Qi Zhang, Zeling Wang, Chaotang Lei et al. · 0 citations

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