Onions are bad for dogs?

Here is a great list of foods that can harm your dog. Cooked bones, I knew. Chocolate, I knew. Plastic food wrap, I could have guessed. But onions? Nutmeg? Broccoli? It's a wonder my old pooch has lasted 15 years.