To minimize cancer risk, it is wise to avoid certain ingredients in baked goods. These include trans fats, which are often found in commercial baked goods and have been linked to an increased risk of breast cancer and other health issues. It's also a good idea to limit the use of artificial sweeteners and preservatives, as their long-term effects are still being studied.