Eczema is a common cause of skin rashes in infants, causing redness, bumps, swelling, itchiness, and more. High blood pressure (hypertension) High blood pressure, often asymptomatic, can cause. Jan 17, · Atopic dermatitis, or eczema, causes very dry skin on the face and other parts of the body. It’s thought to be inherited. Seborrheic dermatitis affects areas with oil glands, such as the eyebrows Author: Natalie Silver.