To help promote muscle growth and increase red blood cell production Anadrol-50 (oxymetholone) is an anabolic steroid used to treat certain types of anemia (lack of red blood cells), including aplastic anemia, myelofibrosis, or hypoplastic anemia caused by chemotherapy. Anadrol-50 is available in generic form.