Cancer can lead to anemia in various ways. Tumors can cause internal bleeding, leading to blood loss. Cancers of the bone marrow, such as leukemia and lymphoma, can directly impair the production of red blood cells. Additionally, cancer treatments like chemotherapy and radiation therapy can damage the bone marrow, further reducing red blood cell production.