The immune system may be suppressed or weakened by cancer therapies (such as chemotherapy, radiation therapy, surgery, stem cell or bone marrow transplant, or steroids) or cancer itself. The number of white blood cells (WBCs) and other immune system cells are reduced with these therapies.