Although penicillin was discovered in 1928, scientists did not begin to discover its many benefits until over a decade later. Ordered in mass quantities by the U.S. government as it entered World War II, penicillin was found to be an effective antibiotic for scarlet fever, syphilis, gonorrhea, diphtheria, rheumatic fever, and other diseases.