Well, the day that humans manage to wipe themselves off the face of the planet will be a day of rejoicing for all species other than rats, raccoons, and cockroaches.
Plus rodents survive in hiding. If they come back up to the surface to seek food, then they will become targets of owls, foxes, etc. But Thule they live in the sewers, that gives them protection.