I don't know what you mean by besides the copper?
Around 1982, the US government found that copper was too expensive for a penny. They went coating zinc with copper. Just give the edge of a penny a scrap with a file and you will see the zinc on the inside.
By the way, this wasn't the first time the penny changed - WWII the copper was removed for a time because of the war effort.