Thanks for pointing me in the right direction. The fuel system is covered on 2005-06 cars under a special lifetime warranty from the factory, so I'm putting the car in tomorrow morning so that the warranty work can be done.

Chrysler Group LLC Letter To Owners: LX Fuel Warranty Extension