By coming into contact with a chancre, or sore, that is characteristic of syphilis, a person can contract the disease. Chancres can develop in, on, or near the lips, mouth, anus, rectum, and penis. Syphilis Transmission can occur during oral, anal, or vaginal sex.All Rights Reserved