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High-throughput Detection Method for Influenza Virus
Published on: February 4, 2012
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Developing and Benchmarking One Health Genomic Surveillance Tools for Influenza A Virus in Wastewater
Rose Kantor1, Minxi Jiang1, Audrey Liwen Wang2
1Department of Civil and Environmental Engineering, University of California, Berkeley, CA, USA.
Research Square
|November 24, 2025
Summary
Whole-genome sequencing of influenza A virus (IAV) in wastewater is challenging due to low abundance. Ultrafiltration and a custom HA tiled-amplicon panel show promise for sensitive, cost-effective IAV surveillance.
Area of Science:
- Environmental microbiology
- Virology
- Genomic surveillance
Background:
- Influenza A virus (IAV) poses a significant One Health threat.
- Wastewater surveillance offers a promising avenue for IAV monitoring.
- IAV is often present at low concentrations in wastewater, complicating genomic sequencing.
Purpose of the Study:
- To benchmark different targeted enrichment methods for whole-genome sequencing of IAV in wastewater.
- To evaluate the performance of amplicon-based and probe-based methods.
- To assess the compatibility of sequencing methods with upstream virus concentration techniques.
Main Methods:
- Benchmarking of four targeted enrichment methods: custom and off-the-shelf amplicon panels, and probe-based methods.
- Evaluation of custom HA tiled-amplicon panel for sensitivity, speed, and cost-effectiveness.
- Comparison of ultrafiltration-based virus concentration with large-volume direct extraction.
- Assessment of method compatibility with RNA degradation and mismatches.
Main Results:
- The custom HA tiled-amplicon panel demonstrated sensitivity, speed, and cost-effectiveness for known IAV subtypes.
- Probe-capture methods showed resilience to RNA degradation and mismatches, aiding broader surveillance.
- A universal amplicon method performed poorly due to reliance on intact genome segments.
- Ultrafiltration-based virus concentration outperformed direct extraction across all tested sequencing methods.
Conclusions:
- Targeted enrichment methods vary in suitability for IAV wastewater surveillance.
- Custom amplicon panels are effective for seasonal variants, while probe-capture methods offer broader potential for emerging strains.
- Ultrafiltration is a superior method for concentrating viruses from wastewater for genomic sequencing.
- These findings provide critical data for establishing routine IAV genomic surveillance in wastewater.

