If a person with syphilis does not get treatment, the disease can reach the worst stage - tertiary syphilis. Usually this happens about three to 15 years after the person first got infected. Without treatment, one-third of people with syphilis get tertiary disease. People with tertiary syphilis cannot infect other people with syphilis.