The most common causes of muscle and joint pains are tension, stress, overuse and minor injuries. This type of pain is usually localized, affecting just a few muscles or a small part of your body. However, systemic muscle pain or pain throughout your whole body is more often the result of an infection, an illness or a side effect of a medication. For example, your blood pressure medication may lead to muscle or back pain.