Some people are born with moles. Other moles appear over time. Sun exposure seems to play a role in the development of moles and may even play a role in the development of atypical, or dysplastic, moles. The role of heredity cannot be underemphasized. Many families have a type of mole known as dysplastic (atypical), which can be associated with a higher frequency of melanoma or skin cancer.