This disclosure provides crystalline flavonoid or flavanone isomerases, isolated non-native isomerase having the structural coordinates of said crystalline isomerase, and nucleic acids encoding such non-native isomerase. Also disclosed are methods of predicting the activity and/or substrate specificity of a putative isomerase, methods of identifying potential isomerase substrates, and methods of identifying potential isomerase inhibitors.