Functional Annotation Workflow¶
This functional annotation workflow employs three annotation tools:
- GOanna: It performs a BLAST search and transfers gene ontology (GO) annotations from BLAST matches to the query gene products.
- InterProScan: InterPro is a database which integrates together predictive information about proteins’ function from a number of partner resources, giving an overview of the families that a protein belongs to and the domains and sites it contains. InterProScan can also provide GO and pathway annotations.
- KOBAS: It uses BLAST to annotate the input with KEGG Orthology terms and KEGG pathways
Results and analysis from the application of this functional annotation workflow to the Official gene set v3.0 protein set from Diaphorina citri followed by a differential expression analysis was presented at a seminar in the University of Arizona Animal and Comparative Biomedical Sciences in Fall 2020. The slides and video are available online.
Each of these tools accepts a peptide FASTA file. For those users with nucleotide sequences some documentation has been provided for using TransDecoder (although other tools are also acceptable). The TransDecoder app is available through CyVerse or as a BioContainer for use on the command line.
As both GOanna and InterProScan provide GO annotations, their outputs are provided in GAF format. The ‘Combine GAFs’ tool can then be used to make a single GAF of GO annotations, if desired.