There is no gender predisposition for sickle cell disease, thalassemia major, or Diamond-Blackfan anemia. Sickle cell anemia most frequently affects people of African descent, thalassemia affects people of Mediterranian, northern African, Southeast Asia and Indian descent. Diamond-Blackfan anemia occurs across all racial and ethnic groups.