Some types of breast cancer manifest with notable skin changes: Paget disease of the nipple is associated with an underlying in situ or invasive carcinoma and manifests as skin changes, including erythema, crusting, scaling, and discharge; these changes usually appear so benign that the patient ignores them, delaying diagnosis for a year or more.