Long-term exposure to air pollution, particularly fine particulate matter (PM2.5) and nitrogen dioxide (NO2), has been linked to an increased risk of lung cancer. These pollutants can cause chronic inflammation and oxidative stress in the lungs, leading to cellular damage and cancer development.