Bone marrow is directly involved in several types of cancer, particularly those affecting the blood, such as leukemia, lymphoma, and multiple myeloma. In these cancers, abnormal cells grow uncontrollably within the bone marrow, disrupting normal blood cell production and function. This can lead to anemia, increased risk of infection, and bleeding problems.