After doing some more research, many sites indicate you can treat dry rot with a borax solution or boric acid. Some sites also mention using Glycol (anti-freeze) to kill the dry rot fungus.
Anti-freeze probably isn't good in an environment with pets, but since I don't have pets, I might give it a try.