Caffeine is found in coffee, tea, chocolates, and beans. It is known as C8H10N4O4 in chemical terms. In most kinds of illnesses, patients are recommended to avoid caffeinated drinks. However, it might prove beneficial, if taken in the right manner, and in small doses.