Peripheral artery disease is caused by atherosclerosis, the process of fatty deposits building up on artery walls. When atherosclerosis occurs in a person’s arms or legs, PAD can happen as a result. Risk factors for atherosclerosis include high blood pressure, diabetes, obesity, smoking, and heart disease history in the family.