Divergent avian strains drive an off-season influenza A peak in municipal wastewater
Jaffe, A. L.; Zulli, A.; Duong, D.; Shelden, B.; Goldman, M.; Richardson, M.; Wolfe, M. K.; Boehm, A.
Show abstract
Wastewater sequencing is an increasingly valuable tool in tracking the spread of infectious disease agents across space and time in areas of dense human settlement. Among pathogens that can be readily detected by this approach is influenza A, which follows predictable patterns of prevalence through the winter months in North America. Here, we leverage routine surveillance of a municipal wastewater treatment plant in Northern California to describe an atypical, off-season spike in influenza A concentrations that rivals that of the winter respiratory virus season. Drawing upon metagenomic data generated through hybrid-capture sequencing, we assemble and subsequently characterize fragments of divergent influenza genomes that appear to derive predominantly from the avian H16 clade. These strains exhibit close evolutionary relationships to influenza isolated from migratory shorebirds, hinting at potential host species and mechanisms of geographic spread. Analysis of read abundances suggest that these avian strains dominate the pool of influenza circulating during the summer months, when typical human-infecting strains are essentially absent. Together, our results expand the value of wastewater sequencing to encompass sensitive tracking of outbreaks within animals in interface regions where human settlement abuts wildlands, increasing overall pandemic preparedness.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- United States influenza 2022-2023 season characteristics as inferred from wastewater solids, influenza hospitalization and syndromic data 96%
- Detection of Hemagglutinin H5 influenza A virus RNA and model of potential inputs in an urban California sewershed 96%
- Benchmarking concentration and direct extraction methods for wastewater-based surveillance of eight human respiratory viruses: implications for rapid application to novel pathogens 96%
Similar papers in this journal
Similar papers in this journal
- Ecogenomics of groundwater viruses suggests niche differentiation linked to specific environmental tolerance 95%
- Assessing multiplex tiling PCR sequencing approaches for detecting genomic variants of SARS-CoV-2 in municipal wastewater 95%
- Rapid, large-scale wastewater surveillance and automated reporting system enabled early detection of nearly 85% of COVID-19 cases on a University campus 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.