By identifying genetic factors that influence the response to chemotherapeutic agents or radiation therapy, toxicogenomics can help in the development of personalized treatment plans. For instance, patients with certain genetic profiles may be more sensitive to specific drugs, allowing for tailored therapies that maximize efficacy and minimize side effects.