PLoS BiologyMicrobiologyPeer-reviewed journal article
Deep mutational scanning of H5 hemagglutinin to inform influenza virus surveillance
Bernadeta DadonaiteiD, Jenny J. AhniD, Jordan T. OrtiD, Yu JiniD, Colleen FureyiD, Annie M. DoseyiD, William W. HannoniD, Amy L. Vincent BakeriD, Richard J. WebbyiD, Neil P. KingiD, Yan LiuiD, Scott E. HensleyiD, Thomas P. PeacockiD, Louise H. MonclaiD, Jesse D. BloomiD
Abstract
H5 influenza is a potential pandemic threat. Previous studies have identified molecular phenotypes of the viral hemagglutinin (HA) protein that contribute to pandemic risk, including cell entry, receptor preference, HA stability, and reduced neutralization by polyclonal sera. Here we use pseudovirus deep mutational scanning to measure how all mutations to a clade 2.3.4.4b H5 HA affect each phenotype. We identify mutations that allow HA to better bind 2-6-linked sialic acids, and show that some viruses already carry mutations that stabilize HA. We also identify recent viral strains with reduced neutralization to sera elicited by candidate vaccine virus. Overall, the systematic nature of deep mutational scanning combined with the safety of pseudoviruses enables comprehensive characterization of mutations to inform surveillance of H5 influenza.
- organism: virus
- assay: proteomics
- research focus: drug response / drug discovery
- approach: deep learning
- Citations
- 83
- FWCI
- 22.74
- Field percentile
- top 1%
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