/philharmonic

Pipeline for decoding the functional networks of non-model organisms

Primary LanguageJupyter NotebookMIT LicenseMIT

philharmonic

Pipeline for decoding the functional networks of non-model organisms

Required Inputs: protein sequences Optional Inputs: shortlist proteins, shortlist GO terms

Steps:

  • download go database
  • filter go database to terms we care about
  • map go terms to pfam domains (godomain miner)
  • map pfam domains to protein sequences (hmmscan)
  • (optional: filter candidates with experimental requirements)
  • generate list of candidate interactions
  • predict interactions with dscript
  • compute dsd distances
  • cluster dsd matrix
  • reconnect clusters with recipe
  • functional annotation of clusters