Standing HA phenotypic breadth shapes H5N1 cross-host potential
Justin Bahl1,2, M H M Mubassir1,2, Sachin Subedi1,2
1Institute of Bioinformatics, University of Georgia, Athens, GA, United States.
Research Square
|August 1, 2026
Summary
Highly pathogenic avian influenza A virus (H5N1) in North America shows diverse hemagglutinin (HA) evolution. Cattle infections reveal new HA traits, suggesting complex cross-host adaptation beyond simple viral evolution pathways.
Area of Science:
- Virology
- Evolutionary Biology
- Genomics
Background:
- Linking viral genetic variation to functional traits is crucial for understanding virus emergence and cross-host transmission.
- Highly pathogenic avian influenza A virus (H5N1) clade 2.3.4.4b has shown extensive circulation and adaptation in North America.
- The hemagglutinin (HA) protein is a key determinant of influenza virus host tropism and receptor binding.
Purpose of the Study:
- To investigate the evolution of predicted hemagglutinin (HA) phenotypic traits in North American H5N1 clade 2.3.4.4b viruses.
- To understand how viral populations adapt and diversify during circulation in different hosts, specifically avian and bovine.
- To develop a framework for identifying H5N1 variants with cross-host potential for enhanced surveillance.
Main Methods:
- Reconstruction of predicted HA phenotypic traits across approximately 13,000 H5N1 clade 2.3.4.4b virus genomes.
- Analysis of viral population diversity and selective pressures in avian and cattle hosts.
- Bioinformatic prediction of protein properties from viral sequence data.
Main Results:
- Widespread avian influenza circulation in North America led to broad HA phenotypic diversity, subsequently refined by selective sweeps in avian hosts.
- Following introduction into dairy cattle, H5N1 viruses exhibited renewed HA diversification, including increased ability to bind to α2,6-linked sialosides.
- This diversification occurred despite high conservation within the HA receptor-binding domain, indicating adaptation from existing viral population breadth.
Conclusions:
- Cattle-associated H5N1 HA phenotypes can emerge from standing variation within circulating viral populations and continue to diversify.
- Viral adaptation in new hosts like cattle may not follow a simple, stepwise path of canonical receptor-binding substitutions.
- The developed framework offers a scalable strategy for prioritizing H5N1 variants with cross-host-relevant features for targeted surveillance and research.
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