Found this on a web site.It is a new one to me,old as I am. Of course I was a kid then,maybe Daddy never let me hear the expression.

Joe Lieberman to support republicans in 2010. A WW2 slang term “old joe” was a reference to syphilis. Old Joe, as in Lieberman today, demeans the implication of the word.