Found this on the Apple forums,
"Choose Go to Folder from the Finder's Go menu and enter ~/Library/Caches/ as the folder's location. In this folder, move the item com.apple.preferencepanes.cache to the desktop and open System Preferences again; if the icon shows up properly, throw away the file you moved."