What is Anadrol Anadrol, also known as Oxymetholone, is an anabolic steroid that is used to promote weight gain in patients who have experienced weight loss due to medical conditions such as HIV/AIDS, cancer, and osteoporosis. It works by increasing the production of erythropoietin, a hormone that stimulates the production of red blood cells, which can lead to improved endurance …