Viral hemorrhagic septicemia virus (VHSV) is a rhabdovirus reported to cause economic
loss in fish farms. Because of the lack of adequate preventative treatments, the identification of
multipath genes involved in VHS infection might be an alternative to explore the possibility of
using drugs for the seasonal prevention of this fish disease. We propose labeling a category of
drug molecules by further classification and interpretation of the Drug Gene Interaction
Database using gene ontology and Kyoto Encyclopedia of Genes and Genomes enrichment
scores. The study investigated disease networks of up-and down-regulated genes to find those
with high interaction as substantial genes in pathways among the different disease networks.
We prioritized these genes based on their relationship to those associated with VHS infection in
the context of human protein-protein interaction networks and disease pathways. Among the
29 genes as potential drug targets, nine were selected as promising druggable genes (ERBB2,
FGFR3, ITGA2B, MAP2K1, NGF, NTRK1, PDGFRA, SCN2B, and SERPINC1). PDGFRA is the most
important druggable up-and down-regulated gene and is considered an important gene in the
IMATINIB pathway. This study findings indicate a promising approach for drug target
prediction for VHS treatment, which might be useful for disease therapeutics