If breast enlargement pills do have estrogenlike effects in the body, there are some safety concerns. Estrogen given on its own stimulates the growth of tissue in the uterus and is believed to promote uterine cancer, which is why birth control pills and hormone replacement therapy normally contain progesterone to counter estrogen's effects on the uterus.