The most common blood cancers are leukemia, lymphoma, and myeloma. Leukemia is a cancer of the blood-forming tissues, including the bone marrow. Lymphoma affects the lymphatic system, which is part of the immune system. Multiple myeloma is a cancer of plasma cells, which are a type of white blood cell.