High blood pressure, or hypertension, is a common condition that can often be managed with lifestyle changes such as diet and exercise. However, in some cases, medications may also be necessary. One potential side effect of high blood pressure medications is poor leg circulation. This can cause swelling and pain in the legs, as well as difficulty walking.