Although it is one of the most widespread trees in the U.S., northern red oak is a surprisingly dangerous plant. Nearly all parts of this tree are poisonous, including the leaves, bark, and acorns. The danger here is that northern red oak contains a toxic substance called tannin. When ingested, that toxin can harm both humans and animals.