Tire Rack's advice is that if rain and wet roads are a concern, you should consider replacing your tires when they reach approximately 4/32" of remaining tread depth." Obviously the tread will wear away over the life of the tire and the volume of its tread grooves will be reduced.
Either when the tire company you use tells you or when they go flat.
