What is Potemkin Reese Syndrome and why is it aggravated by chives?

It is a fictional syndrome which afflicts the character Spencer in the show King of Queens.

Fan speculation has assumed it is an allergy or itch caused by certain foods; this is based on his behavior when mentioning it.