Evidence map›Paper›PMID 42708591›Full record

ArticleMicrobiology spectrum2026

Divergent avian strains drive an off-season influenza A peak in municipal wastewater.

Alexander L Jaffe, Alessandro Zulli, Dorothea Duong, Bridgette Shelden, Miriam Goldman, Miles Richardson, Marlene K Wolfe, Alexandria B Boehm

Abstract read
In one paragraph

Article in Microbiology spectrum, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Alexander L Jaffe *Department of Civil and Environmental Engineering, Stanford University, Stanford, California, USA.ORCID 0000-0002-6903-1687
Alessandro Zulli *Department of Civil and Environmental Engineering, Stanford University, Stanford, California, USA.
Dorothea DuongVerily Life Sciences, South San Francisco, California, USA.
Bridgette SheldenVerily Life Sciences, South San Francisco, California, USA.
Miriam GoldmanVerily Life Sciences, South San Francisco, California, USA.
Miles RichardsonVerily Life Sciences, South San Francisco, California, USA.
Marlene K WolfeGangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA.ORCID 0000-0002-6476-0450
Alexandria B BoehmDepartment of Civil and Environmental Engineering, Stanford University, Stanford, California, USA.ORCID 0000-0002-8162-5090

Funding

Sergey Brin Family Foundation
6 · The paper itself

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 suggests 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.IMPORTANCEResearchers now commonly search municipal wastewater for viral genetic material, which can indicate trends in the diversity and abundance of strains circulating in communities. Here, we show that under certain conditions, municipal wastewater can also capture the signatures of viruses circulating among animal populations, such as birds. Specifically, we draw on a targeted form of nucleic acid sequencing to discover a strain of influenza that is fairly genetically distinct from known relatives and may be circulating among shorebirds in Northern California. These findings both broaden the possible use cases of wastewater sequencing and provide new insights into avian viruses, some of which can jump host species to make other animals or people sick.

Indexed as

Influenza A virusInfluenza, HumanInfluenza in BirdsWastewaterAnimalsBirdsCaliforniaGenome, ViralHumansMetagenomicsPhylogenySeasonsWastewaterhybrid-capture sequencingmetagenomicsviral genomicswastewater sequencing

Identifiers

PMID42708591
PMCPMC13688940

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.