Developing and benchmarking one health genomic surveillance tools for influenza A virus in wastewater
Abstract Influenza A viruses (IAV) remain a persistent One Health threat, and whole-genome sequencing from wastewater offers a promising surveillance tool. However, IAV is at low abundance in wastewater, making it difficult to sequence. We benchmark four targeted enrichment methods suited for multi-subtype whole-genome IAV sequencing including custom and off-the-shelf methods. Our custom HA tiled-amplicon panel is sensitive, fast, and cost-effective, making it suitable for monitoring low-abundance seasonal variants of known subtypes, although its reliance on conserved and intact primer-binding sites limits primer design to fewer subtypes. A published universal amplicon method targets all IAV subtypes but performs poorly in wastewater due to its reliance on intact genome segments. Meanwhile, probe-capture methods are resilient to RNA degradation. In real wastewater samples, our custom probe panel recovers whole-genome signals from circulating H1N1, H3N2, H5N1, including validated H5N1 2.3.4.4b reads in samples where dPCR detection is limited. However, probe-capture is generally more costly and labor-intensive than amplicon methods. Across all four sequencing methods, two wastewater matrices, and most spike-in and endogenous virus targets, ultrafiltration-based virus concentration consistently outperforms large-volume direct extraction. Together, these benchmarking comparisons and custom panels provide needed information for implementing IAV genomic sequencing in routine wastewater surveillance.
Authors
- Kara L. Nelson (ORCID: https://orcid.org/0000-0001-8899-2662)
- James B. Thissen (ORCID: https://orcid.org/0000-0002-4693-5886)
- Rose S. Kantor (ORCID: https://orcid.org/0000-0002-5402-8979)
- Minxi Jiang (ORCID: https://orcid.org/0000-0002-0796-2590)
- A. Wang (ORCID: https://orcid.org/0000-0003-4290-2769)
- Lenore Pipes (ORCID: https://orcid.org/0000-0003-0056-8045)
Institutions
- University of Hawaiʻi at Mānoa (US)
- Lawrence Livermore National Laboratory (US)
- Lawrence Berkeley National Laboratory (US)
- University of California, Berkeley (US)
Publication Details
- Journal
- Nature Communications
- Published
- 2026-10-17
- DOI
- https://doi.org/10.1038/s41467-026-78683-7
- Primary Topic
- Influenza Virus Research Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Science Foundation
- U.S. Department of Energy
- National Institutes of Health
- Office of the President, University of California
- Office of Advanced Cyberinfrastructure
- Laboratory Directed Research and Development
- Lawrence Livermore National Laboratory