What Is It? People with fibromyalgia have widespread pain, aches and stiffness in muscles and joints throughout the body along with unusual tiredness. There is no known cause of fibromyalgia. In addition, doctors can’t find any other physical reason for the symptoms. Blood tests, X-rays and other tests usually are normal in people with fibromyalgia.