Yes, all parts of burning bush are inedible and toxic to humans and animals. This also goes for cats, dogs, and horses. Severe digestive and cardiac issues are possible even when consumed in small amounts. There is no concern about toxicity from skin contact with either the berries or the leaves. Birds, chipmunks, deer, and squirrels eat parts of the bush, but they do not appear to have the same issues.