Shitake mushrooms are a good source of riboflavin, niacin, pantothenic acid, copper, selenium, and iron. Additionally, animal studies have found anti-tumor, cholesterol-lowering, and virus-inhibiting effects in compounds in shiitake mushrooms. (Read more about shitakes and cancer research from the American Cancer Society and get your shitake nutrition facts on Self.com.)