Invasive moles usually develop following a molar pregnancy, a condition characterized by the abnormal fertilization of an egg. This results in the formation of a cluster of cysts instead of a viable pregnancy. These moles can become aggressive and invade the uterine wall, causing complications and requiring medical intervention.