According to the American Cancer Society, the the single best lifestyle choice that you can make to reduce your risk of cancer is to avoid smoking.
To add, smoking is a leading cause of cancer and death from cancer. Smoking is the cause of lung, larynx, mouth, throat, kidney, esophagus, liver, bladder, pancreas, and stomach cancers, among the rest.