Will be painting, what material to use?

We will be building a bunk bed to paint white. I have no idea what to use: wood or MDF? If wood, what kind?

Here is the bed we'll be building: (not sure how to post a photo, sorry)
http://www.kidsomania.com/beige-and-mint-green-kids-bedroom-for-two/

Thanks for any help!