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May 8, 2026Advanced Science0 citationsOpen Access

Eco‐Geography Reverses Dominant AMR Reservoirs in Klebsiella pneumoniae : Integron‐Rich Mobilomes and Cross‐Niche Connectivity

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HLHui LinBTBiao TangXHXu H

Key Points

  • This research investigates whether dominant antimicrobial resistance reservoirs in Klebsiella pneumoniae vary by ecological region.
  • Conducted a synchronized One Health survey in Pingguo, China, with 5384 samples.
  • Integrated parallel cross-niche datasets from Italy and Ghana, along with a public genome collection of 69184 samples.
  • Analyzed AMR ecology using network metrics and lineage-aware mixed models.
  • In Pingguo, humans have enriched high-risk AMR determinants, while nonhuman sources show higher overall AMR burdens.
  • In nonhuman isolates from China, there is a mean increase of 4.5 AMR genes per isolate compared to human isolates in Europe and the U.S.
  • Lineage accounted for 44.8% of the observed differences in AMR burden, highlighting the significance of integrons and gene transfer networks.

Abstract

Multidrug-resistant Klebsiella pneumoniae is a global health threat circulating across humans, animals, food, and environments. Despite increasing One Health surveillance, it remains unclear whether the dominant antimicrobial resistance (AMR) reservoirs in K. pneumoniae are universal or depend on regional ecological context. Here, a synchronized One Health survey in Pingguo, China (5384 samples) is integrated with parallel cross-niche datasets (Italy, Ghana) and a 69184 public genome collection, mapping AMR ecology via network metrics and lineage-aware mixed models. In Pingguo, high-risk determinants are enriched in humans, whereas overall AMR burdens and multidrug resistance platforms are enriched outside humans. Across the public dataset, AMR reservoir dominance varies eco-geographically, with nonhuman isolates carrying higher AMR gene burdens in the China subset (mean +4.5 per isolate), largely due to animal and environmental isolates, while human isolates carry higher burdens in the U.S. and Europe subsets. Lineage explains 44.8% of the burden difference. Remaining within-lineage differences, reservoir-matched integron enrichment, and region-specific connectivity suggest additional horizontal gene transfer-related contributions. This is supported in Pingguo by a highly structured cross-niche plasmid-sharing network shaped by specific plasmid groups and successful lineages. Overall, dominant AMR reservoirs are eco-geographically contingent. Integron load and cross-niche connectivity provide indicators for tiered, region-tailored surveillance.

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Cite This Study

Lin et al. (2026) studied this question.

synapsesocial.com/papers/69fd7f86bfa21ec5bbf07fd8https://doi.org/10.1002/advs.75537
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