Back

Wastewater surveillance for avian influenza: national patterns of detection and relationship with reported outbreaks and infections

Wolfe, M. K.; Bidwell, A. L.; Hilton, S. P.; Boehm, A. B.

2025-05-07 public and global health
10.1101/2025.05.06.25327100 medRxiv
Show abstract

BackgroundInfluenza A virus (IAV) is a major cause of morbidity and mortality globally, causing seasonal influenza in humans and infecting birds and some mammals. In 2024, IAV H5N1 highly pathogenic avian influenza (HPAI) in the United States moved into cattle. While the outbreak is currently of low risk to the public, there is an urgent need to monitor the disease and prevent spread. MethodsWe conducted a nationwide study evaluating the relationship between H5 hemagglutinin gene RNA concentrations in wastewater and reported outbreaks of IAV H5N1 in animals and humans. We utilized an H5-specific droplet digital RT-PCR test to quantify H5 RNA in wastewater in 40 states across the United States, and 1) examined the temporal association between outbreaks and wastewater detections and 2) utilized linear mixed models (LMM) to determine the relationship between measurements in wastewater and outbreak-related factors in the local area. ResultsWe find that there is a significant temporal association between wastewater H5 detections and the incidence of outbreaks in poultry and wild birds, but not in cattle or with human infections. However, outbreaks tended to occur at the same time across populations - wild bird detections were also associated with H5N1 in herds, poultry, and humans. Utilizing a LMM, we find that for individual sites, there is a relationship between H5 measurements in wastewater and both poultry outbreaks and the presence of dairy industry locally, but that there was either no relationship or a negative relationship with H5 measurements and either combined systems that accept storm water or those with detection of H5 in wild birds. ConclusionsThe study highlights how wastewater monitoring can supplement traditional surveillance, providing vital data that reflects public health threats. The findings underscore the potential of scaled wastewater surveillance as a proactive tool in monitoring and managing future outbreaks.

Matching journals

The top 4 journals account for 50% of the predicted probability mass.

1
Environmental Science & Technology Letters
21 papers in training set
Top 0.1%
16.6%
2
Environmental Science: Water Research & Technology
13 papers in training set
Top 0.1%
12.6%
3
ACS ES&T Water
20 papers in training set
Top 0.1%
12.2%
4
Water Research
79 papers in training set
Top 0.2%
10.8%
50% of probability mass above
5
Environmental Science & Technology
64 papers in training set
Top 0.1%
10.8%
6
Science of The Total Environment
186 papers in training set
Top 0.5%
7.1%
7
PLOS Water
13 papers in training set
Top 0.1%
5.4%
8
PLOS ONE
5266 papers in training set
Top 39%
3.1%
9
Applied and Environmental Microbiology
339 papers in training set
Top 3%
2.3%
10
Environmental Research
49 papers in training set
Top 0.5%
2.1%
11
Environmental Health Perspectives
17 papers in training set
Top 0.2%
2.1%
12
Scientific Data
209 papers in training set
Top 2%
1.6%
13
Scientific Reports
3612 papers in training set
Top 59%
1.5%
14
Journal of Environmental Management
13 papers in training set
Top 0.4%
1.3%
15
Microbiology Spectrum
469 papers in training set
Top 9%
1.1%
16
mSphere
302 papers in training set
Top 6%
1.0%
17
Environment International
43 papers in training set
Top 0.8%
0.8%
18
PLOS Global Public Health
344 papers in training set
Top 8%
0.8%
19
International Journal of Environmental Research and Public Health
128 papers in training set
Top 6%
0.8%
20
One Health
29 papers in training set
Top 0.8%
0.6%