Tumor markers are substances, often proteins, produced by cancer cells or by the body in response to cancer, used to help diagnose, monitor treatment, and predict the prognosis of various cancers. While they can provide valuable information, tumor markers are not definitive for cancer diagnosis due to potential elevations in non-cancerous conditions and overlap between different cancer types.