The study found that 45 percent of cancer deaths and 42 percent of diagnosed cancer cases could be attributed to what the authors call "modifiable" risk factors. These are risks that are not inherited, and mostly the result of behavior that can be changed, like exposure to sun, not eating enough fruits and vegetables, drinking alcohol, and, most importantly, smoking.