Chemotherapy drugs can affect the cells lining the gastrointestinal tract, leading to reduced bowel motility. Radiation therapy to the abdominal or pelvic area can cause inflammation and scarring of the bowel, further complicating bowel movements. Opioid pain medications, commonly prescribed for cancer pain, slow down bowel function significantly, leading to constipation.