Lifestyle factors such as diet, physical activity, and smoking habits vary by region and significantly impact cancer risk. For instance, diets high in processed meats and low in fruits and vegetables are linked to higher rates of colorectal cancer. Similarly, regions with high smoking rates see increased incidences of lung cancer. Public health initiatives tailored to regional lifestyle patterns are essential for effective cancer prevention.