Leave the box's shrink wrap on or take off?

[Scooby]

I just purchased a few boxes of cigars that I'd like to age in my coolidor. Is it better to the leave the box's shrink wrap on or take it off?

Sorry if this question has already been asked --- I couldn't find it using Search.

 

[RonC]

i leave the boxes wrapped