Can you bake a cake/cupcakes with corn starch?

so i just recently found out that i have celiacs disease. i know that cornstarch is gluten free and i have always loved cake and whatnot. i've often substituted corn starch for flour when thickening gravy and such, but can you bake cakes with corn starch instead of regular flour? has anyone ever tried? and if so what happens?