CML is basically a rare form of blood cell cancer that starts in the bone marrow. Early myeloid cells -- which become white blood cells, red blood cells, or platelet-making cells -- are where myeloid leukemias begin. This type of cancer is generally slow growing and most often occurs in adults. Additionally, chronic leukemias are usually more difficult to treat and cure than acute leukemias.