Lip ulcers and other changes A number of infectious, neoplastic, or other disorders can cause lip ulcers, growths, and other changes: Herpes labialis (recurrent herpes simplex virus infection): A small cluster of fluid-filled vesicles that rupture to form an ulcer on the lip's vermilion border; commonly referred to as a cold sore or a fever blister.