Nature Communications (Mar 2022)

Reconstructing antibody dynamics to estimate the risk of influenza virus infection

  • Tim K. Tsang,
  • Ranawaka A. P. M. Perera,
  • Vicky J. Fang,
  • Jessica Y. Wong,
  • Eunice Y. Shiu,
  • Hau Chi So,
  • Dennis K. M. Ip,
  • J. S. Malik Peiris,
  • Gabriel M. Leung,
  • Benjamin J. Cowling,
  • Simon Cauchemez

DOI
https://doi.org/10.1038/s41467-022-29310-8
Journal volume & issue
Vol. 13, no. 1
pp. 1 – 8

Abstract

Read online

Serological classification of influenza infection has classically been based on a four-fold or higher increase in antibody levels, but this approach may not be optimal. Here, the authors develop a Bayesian model to improve identification of infections in serological samples by accounting for individual antibody dynamics.