Developing and Benchmarking One Health Genomic Surveillance Tools for Influenza A Virus in Wastewater
Minxi JiangiD, Li-Wen Audrey WangiD, James B. ThisseniD, Kara L. NelsoniD, Lenore PipesiD, Rose S. KantoriD
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 benchmarked four targeted enrichment methods suited for whole-genome sequencing including custom and off-the-shelf amplicon and probe-based methods. Our custom HA tiled-amplicon panel was sensitive, fast, and cost-effective, making it suitable for monitoring low-abundance seasonal variants of known subtypes. However, its reliance on conserved and intact primer-binding sites limited primer design to fewer subtypes. A previously published universal amplicon method targeted all IAV subtypes, but it performed poorly in wastewater due to its reliance on intact genome segments. Probe-capture methods were resilient to RNA degradation and mismatches, potentially enabling broader surveillance and detection of emerging strains. However, probes were costly, labor-intensive, and less sensitive than tiled-amplicon. When testing compatibility of sequencing methods with upstream virus concentration and extraction methods, ultrafiltration-based virus concentration outperformed large-volume direct extraction with all four sequencing methods. This set of benchmarking comparisons and custom panels provides needed information for the translation of IAV genomic sequencing into a routine component of wastewater surveillance.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 1
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- A Genome Sequence Variant Monitoring Program for Seasonal Influenza A H3N2 and Respiratory Syncytial Virus A using Wastewater-Based Surveillance in Ontario, Canada
Delaney Nash, Jennifer J. Knapp, … Trevor C. Charles·bioRxiv·Jul 29, 2025
- Efficient whole genome sequencing of influenza A viruses
P. Isa, M. Escalera, … C. F. Arias·bioRxiv·Aug 29, 2019
- Targeted genomic sequencing of avian influenza viruses in wetlands sediment from wild bird habitats
Kevin S. Kuchinski, Michelle Coombe, … Natalie Prystajecky·Applied and Environmental MicrobiologyPeer-reviewed·Jan 23, 2024
- Evaluating sampling strategies for the detection of avian influenza viruses in the environment
Allison K. Miller, Lia Heremia, … Jemma L. Geoghegan·VirologyPeer-reviewed·Sep 2, 2026
- Duck Slurry as a Matrix for Avian Influenza Virus Surveillance and Genetic Characterization in Domestic Flocks
Clément Castille, Laura Lebouteiller, … Sébastien Soubiès·bioRxiv·Sep 18, 2025
- ProbeTools: Designing hybridization probes for targeted genomic sequencing of diverse and hypervariable viral taxa
Kevin S. Kuchinski, Jun Duan, … Natalie Prystajecky·bioRxiv·Feb 24, 2022