Myelofibrosis is a rare blood cancer where scar tissue forms in your bone marrow. It’s a type of chronic leukemia that involves too many abnormal blood cells being made. Eventually, these cells can replace normal cells. Treatment goals mainly involve managing symptoms and conditions that arise, including anemia and an enlarged spleen.