Environmental factors are another crucial aspect in cancer patterns. Exposure to carcinogens such as asbestos, radon, and UV radiation significantly increases cancer risk. Occupational hazards, air pollution, and exposure to industrial chemicals also contribute to cancer incidence. Understanding these environmental patterns is essential for developing preventive measures and policies to reduce exposure.