Influenza viruses evade vaccine and infection mediated immunity by accumulating mutations in their hemagglutinin (HA) protein. Predicting this evolution might be possible via selective mutational scanning (SMS) – the generation of many specific mutants of interest from currently circulating viruses and characterizing their escape potential and fitness with high accuracy (Mögling 2016). However, this task is challenging, even when focusing on a reduced set of key HA positions (Koel et al. 2013). Here we describe a high-throughput SMS method to address this challenge. Our approach consists of a three-stage pipeline: (1) a parallel optimized virus rescue process that generates balanced target mutant virus libraries (2) an assay to assess replicative fitness and neutralisation of these variants as a mixture, and (3) a bespoke statistical model to quantify statistically significant differences between these observables. We tested the pipeline on libraries of up to 134 variants finding excellent correlation to classical hemagglutination inhibition (HI) and plaque growth assays used to assess antigenic phenotype and replicative fitness respectively, as well as remarkable repeatability overall. Notably, the method reduces the timeline required to carry out such assessments with classical methods from about a year to several weeks. By enabling rapid and efficient characterization of influenza virus variants, this approach has the potential to greatly enhance surveillance efforts, transforming reactive monitoring into proactive forecasting.
Sina Tureli, T. Bestebroer, S. James et al.· bioRxiv· 0 citations
ABSTRACT Highly pathogenic avian influenza A(H5N1) (HPAI H5N1) viruses of clade 2.3.4.4b have recently been detected in U.S. dairy cattle following multiple spillover events from avian reservoirs. In December 2025, HPAI H5N1 virus was identified in a dairy herd in Wisconsin through the National Milk Testing Strategy. Here, we report the isolation of a clade 2.3.4.4b, genotype D1.1 H5N1 virus, A/dairy cow/Wisconsin/25G05743-001/2025 (WI5743-H5N1), from bulk milk associated with the affected herd, describe its phylogenetic relationships, and assess its pathogenicity in mice. Infectious virus was recovered following blind passage in embryonated chicken eggs. Phylogenetic analysis demonstrated that WI5743-H5N1 is distinct from previously reported D1.1 viruses detected in dairy cattle in Nevada and Arizona, supporting an independent introduction into cattle, and indicating a likely local avian source. Compared with closely related avian viruses, WI5743-H5N1 encoded the mammalian-adapting substitution PB2-E627K and additional amino acid differences in HA, PB1-F2, and NS1. In mice, WI5743-H5N1 replicated efficiently in respiratory tissues and was detectable in the brain but exhibited lower lethality relative to other recent clade 2.3.4.4b, genotype B3.13 viruses. Together, these findings highlight the genetic and phenotypic diversity of HPAI H5N1 viruses infecting dairy cattle and underscore the importance of continued surveillance and functional characterization of emerging strains. IMPORTANCE Highly pathogenic avian influenza A(H5N1) viruses have recently entered U.S. dairy cattle through multiple spillover events from avian reservoirs, creating new opportunities for viral adaptation in mammals. Here, we describe the isolation and characterization of a clade 2.3.4.4b, genotype D1.1 H5N1 virus from bulk milk collected during a spillover event in Wisconsin in December 2025. Phylogenetic analyses demonstrated that this virus represents an independent introduction into dairy cattle distinct from previously reported D1.1 viruses identified in Nevada and Arizona. Although the virus encoded the mammalian-adapting PB2-E627K substitution, it exhibited comparatively low lethality in mice, highlighting the complexity of mammalian adaptation and pathogenicity in H5N1 viruses. These findings expand current understanding of the genetic and phenotypic diversity of H5N1 viruses infecting dairy cattle and emphasize the importance of continued surveillance and functional characterization of emerging strains. Highly pathogenic avian influenza A(H5N1) viruses have recently entered U.S. dairy cattle through multiple spillover events from avian reservoirs, creating new opportunities for viral adaptation in mammals. Here, we describe the isolation and characterization of a clade 2.3.4.4b, genotype D1.1 H5N1 virus from bulk milk collected during a spillover event in Wisconsin in December 2025. Phylogenetic analyses demonstrated that this virus represents an independent introduction into dairy cattle distinct from previously reported D1.1 viruses identified in Nevada and Arizona. Although the virus encoded the mammalian-adapting PB2-E627K substitution, it exhibited comparatively low lethality in mice, highlighting the complexity of mammalian adaptation and pathogenicity in H5N1 viruses. These findings expand current understanding of the genetic and phenotypic diversity of H5N1 viruses infecting dairy cattle and emphasize the importance of continued surveillance and functional characterization of emerging strains.
Daria Mezhenskaia, Lavanya Babujee, Ailam Lim et al.· Journal of Virology· 1 citation
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