Jun 4, - Diseases Characterized by Vaginal Discharge. Most women will have a vaginal infection, characterized by discharge, itching, or odor, during their lifetime. Cervicitis can also cause an abnormal discharge. Some infections that can cause changes in vaginal discharge spread through sex, such as gonorrhea. Others can happen with or without having sex, such as.