People with iron deficiency anemia may experience itchy skin (pruritis) that can become red, bumpy and sore when scratched. Rashes associated with aplastic anemia usually appear as tiny red or purple dots under your skin (petechiae). The dots can form large patches but aren't usually itchy or painful.