The exact cause of rectal tumors is not always clear, but several risk factors can increase the likelihood of developing them. These include a family history of colorectal cancer, certain genetic mutations, a diet high in red or processed meats, smoking, and heavy alcohol consumption. Chronic inflammatory conditions like Crohn's disease and ulcerative colitis can also contribute to the development of rectal tumors.