Adrenal fatigue is not a recognized diagnosis in science based medicine. Although inconsistent with our understanding of adrenal physiology, the theory is that the adrenal glands "wear out" after a prolonged stress leading to fatigue. There is no evidence or reason to believe this occurs. When the adrenals are damaged or fail in conditions such as addison's disease -- fatigue is a symptom.
