The thymidylate synthase enzyme is a critical target in cancer chemotherapy because of its crucial role in the synthesis of 2′-deoxythymidine-5′-monophosphate, which is a necessary precursor for DNA biosynthesis [52]. The gene discussed is TYMS; the disease is cancer.