This review covers the recent history of a series of very important natural products and their derivatives that are currently in use or under evaluation in the areas of anti-infectives, important cancer treatments that include antibody drug conjugates, followed by a discussion of type 2 diabetes (T2DM) drugs and angiotensin converting enzyme inhibitors. The gene discussed is ACE; the disease is cancer.