E.S.
It's just a build up of calcium and other deposits most likely, if you have hard water it can be adding to it. I use a monthly cleansing product, you just put it in the dishwasher, run the dishwasher empty and it removes all the build up of ickiness. I can't think of the brand name I use, but it's fairly inexpensive.