I am not a professional, as I am also a first-time BP owner, but I have read that sometimes BPs can go several months without eating (here is one website discussing the author's experience with the issue). That's not to say that you shouldn't be concerned... just meant to ease your first-time nerves a bit.
HTH!
Edited to add another website with information.