What causes an itchy breast or nipple? Atopic dermatitis is a common cause of an itchy breast or nipple. This type of dermatitis is also called eczema, which is an inflammation of the skin. While its cause is unknown, atopic dermatitis can cause dry skin, itching, and rash.