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January 14, 2026Nature Communications0 citationsOpen Access

Environmental metagenomics enhances detection of circulating viruses from live poultry markets in Cambodia

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PCP. CroninJSJurre Y. SiegersVHVireak Heang

Key Points

  • This research aims to compare environmental surveillance using metagenomics with traditional sampling methods for detecting viruses.
  • Conducted in two Cambodian live-bird markets.
  • Collected environmental samples including air, cage swabs, carcass wash water, and drinking water alongside poultry swabs.
  • Analyzed sensitivity and diversity of viral detection between methods.
  • Detected 40 viruses from families including Orthomyxoviridae and Coronaviridae.
  • Environmental samples captured greater diversity of poultry viruses than swabs.
  • Metagenomics identified highly pathogenic influenza A/H5N1 strains missed by traditional methods.

Abstract

Abstract Environmental surveillance has emerged as a pivotal strategy for early detection of pathogens that pose a threat to humans. In Asia, live-bird markets (LBMs) are key human-animal interfaces for zoonotic virus transmission. Traditional sampling strategies are time-consuming, expensive and carry significant biosafety risks. Here, we assess the performance of metagenomics on environmental samples (ES) versus traditional poultry swabs for detecting viral pathogens in two Cambodian LBMs between January 2022 and April 2023. ES, including air (n = 35), cage swabs (n = 17), carcass wash water (n = 17) and drinking water (n = 9) are collected alongside oropharyngeal and cloacal swabs from chickens (n = 30) and ducks (n = 29). ES is sensitive in detecting 40 viruses from pathogen families including Orthomyxoviridae and Coronaviridae . Air samples capture the greatest diversity of poultry viruses. Viral contigs from ES show high sequence identity to poultry swab contigs when aligned to the same gene. We show ES outperforms poultry samples in detecting the highly pathogenic influenza A/H5N1, including clades 2.3.4.4b and 2.3.2.1c, which are found in the environment but are missed by poultry swabs. Our findings show metagenomics on ES replicates traditional surveillance, offering broader coverage and improved pathogen detection. This approach could be pivotal for mitigating zoonotic spillover and enhancing pandemic preparedness.

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Cite This Study

Cronin et al. (2026) studied this question.

synapsesocial.com/papers/6966f33213bf7a6f02c01103https://doi.org/10.1038/s41467-025-68245-8
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