Leukemia is a cancer of the blood or bone marrow that has four main subtypes. Acute myeloid leukemia and chronic myeloid leukemia affect the myeloid cells. Acute lymphocytic leukemia and chronic lymphocytic leukemia affect the lymphoid cells. Each subtype has different characteristics and treatments.