Genome sequences of haemagglutinin cleavage site predict the pathogenicity phenotype of avian influenza virus: statistically validated data for facilitating rapid declarations and reducing reliance on in vivo testing.
Dong-Hun LeeMia K TorchettiMary Lea KillianIan BrownDavid E SwaynePublished in: Avian pathology : journal of the W.V.P.A (2024)
Based on the pathogenicity in chickens, most H1-H16 avian influenza viruses (AIV) cause mild diseases, whereas some of the H5 and H7 AI viruses cause severe, systemic disease. The number of basic amino acids in the haemagglutinin (HA) cleavage site of AIV plays a critical role in pathogenicity. As we gain a greater understanding of the molecular mechanisms of pathogenicity, genome sequencing of the HA0 cleavage site has assumed a greater role in assessment of the potential pathogenicity of H5 and H7 viruses. We validated the use of HA cleavage site motif analysis by comparing molecular pathotyping data against experimental in vivo (intravenous pathogenicity index [IVPI] and lethality) data for determination of both low pathogenicity and high pathogenicity AI virus declaration with the goal of expediting pathotype confirmation and further reducing the reliance on in vivo testing. Our data provide statistical support to the continued use of molecular determination of pathotype for AI viruses based on the HA cleavage site sequence in the absence of an in vivo study determination. This approach not only expedites the declaration process of highly pathogenic AIV (HPAIV) but also reduces the need for experimental in vivo testing of H5 and H7 viruses.
Keyphrases
- biofilm formation
- electronic health record
- dna binding
- big data
- artificial intelligence
- pseudomonas aeruginosa
- escherichia coli
- amino acid
- high dose
- molecularly imprinted
- genetic diversity
- dna methylation
- low dose
- risk assessment
- single cell
- climate change
- mass spectrometry
- deep learning
- tandem mass spectrometry
- drug induced
- clinical evaluation