Expire by Category

Is it possible to expire a post based on a category? For example, I have many post with a few containing DOG or CAT as the category. I only want those post containing the category of DOG and CAT to expire. Is this possible? Thanking you in advance.

http://wordpress.org/extend/plugins/post-expirator/