The symptoms of chronic fatigue syndrome can be treated both with drugs and therapy. Take for example cognitive behavioral therapy. This treatment proceeds on the theory that fatigue symptoms could be due to a mental state resulting in anxiety and depression. This is a psychological therapy. On the other hand, you may not have chronic fatigue syndrome at all and may just be suffering from a vitamin B deficiency.