GISRS and GISAID -- Influenza virus surveillance

• comprehensive coverage of the world
• timely sharing of data -- often within 2-3 weeks of sampling
• hundreds of sequences per week (in peak months)

→ requires continuous analysis and easy dissemination

→ interpretable and intuitive visualization

Visualization features of nextstrain

• Regular and time scaled phylogenies
• Mutations are mapped to the tree
• Filtering to time interval, region, country, authors, ...
• Zoom into clades
• Information on specific viruses
• Color by amino acid or nucleotide
• Frequency trajectories of clades and mutations
• Color by antigenic advance, predictive scores, etc

Phylodynamic analysis with nextstrain

• input: metadata (csv table) + sequences
• snakemake pipeline
  • filtering
  • alignment
  • tree building (+time scaled trees)
  • ancestral state reconstruction and phylogeography
• export to visualization
• runs in minutes to 1h

Web visualization with nextstrain

• fairly easy to set-up
  
• can be run locally (localhost)
  
• or be deployed on your own servers
• work in progress:
  • flexible branding
  • drag and drop features
  • (better docs...)