Cancer can cause unusual bleeding for a variety of reasons. Tumors may erode into blood vessels, causing bleeding. Certain cancers, such as leukemia and lymphoma, affect the blood and bone marrow, impacting the body's ability to clot properly. Additionally, cancers of the reproductive organs or gastrointestinal tract can directly cause bleeding in those specific areas.