Leukemia and lymphoma are types of blood cancers that originate in the bone marrow and lymphatic system, respectively. Leukemia involves the overproduction of abnormal white blood cells, while lymphoma affects the lymphocytes, a type of white blood cell that plays a crucial role in the immune system. Both conditions can lead to weakened immune systems, anemia, and other complications.