Lifestyle factors, such as diet, physical activity, and smoking, significantly influence cancer risk. Reducing exposure to known carcinogens, maintaining a healthy diet rich in fruits and vegetables, and avoiding tobacco and excessive alcohol can lower the risk of developing cancer. Toxicologists contribute to public health guidelines by providing evidence-based recommendations for reducing cancer risk through lifestyle changes.