Over time high blood pressure causes hardening of the arteries (atherosclerosis) which leads to narrowing of the blood vessels and reduces blood flow to our organs. Arteries also relax and contract naturally, which further changes the blood supply. When arteries are narrowed, exercise can bring on a condition in which the blood supply is inadequate, and this might result in the sensation of pain.