Fibroadenomas themselves do not turn into breast cancer, as they are benign. However, women with certain types of fibroadenomas, such as complex fibroadenomas, may have a slightly higher risk of developing breast cancer in the future. It is important to monitor changes in the breast regularly and follow medical advice.