Bone marrow involvement refers to the presence of abnormal cells in the bone marrow, often indicating diseases such as leukemia, lymphoma, or metastatic cancer. It is crucial for diagnosis, staging, and treatment planning, as it can significantly impact the patient's prognosis and therapeutic approach.