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Influenza Classification Suite: An automated Galaxy workflow for rapid influenza sequence analysis.

Diane EislerDaniel FornikaLauren C TindaleTracy ChanSuzana SabaiducRebecca HickmanCatharine ChambersMel KrajdenDanuta M SkowronskiAgatha JassemWilliam Hsiao
Published in: Influenza and other respiratory viruses (2020)
Influenza viruses continually evolve to evade population immunity, and the different lineages are assigned into clades based on shared mutations. We have developed a publicly available computational workflow, the Influenza Classification Suite, for rapid clade mapping of sequenced influenza viruses. This suite provides a user-friendly workflow implemented in Galaxy to automate clade calling and antigenic site extraction. Workflow input includes clade definition and amino acid index array files, which can be customized to identify any clades of interest. The Influenza Classification Suite provides rapid, high-resolution understanding of circulating influenza strain evolution to inform influenza vaccine effectiveness and the need for potential vaccine reformulation.
Keyphrases
  • high resolution
  • machine learning
  • deep learning
  • amino acid
  • randomized controlled trial
  • systematic review
  • mass spectrometry
  • high throughput
  • human health
  • single cell
  • quantum dots
  • tandem mass spectrometry