By the present invention, enzymes responsible for prodrug activation are identified and utilized for the identification of candidate compounds as prodrugs. The present invention includes methods for identifying a candidate compound as a suitable prodrug as well as methods of screening candidate compounds for suitability as therapeutic agents.