Experts advise expecting women to avoid canned foods, such as canned beans, as much as possible. Canned foods are often high in sodium and contain additives. They may also have Bisphenol A (BPA), a chemical exposure that can adversely affect the baby (19). Therefore, if you want to eat canned foods, check the packaging and pick cans that are BPA-free and low in sodium.