Air pollution has been most strongly linked to lung cancer. However, research also suggests associations with other cancers, such as bladder cancer, breast cancer, and even childhood cancers. For example, studies have shown that long-term exposure to high levels of particulate matter can increase the risk of lung cancer significantly.