Mutations in adenylate cyclase (ADCY1), which catalyzes ATP to cAMP, impact drug efficiencies in various cancers, such as lung cancer, esophageal cancer, and colorectal cancer [76]. Here, ADCY1 is linked to lung carcinoma.