change PATH permanently on Ubuntu

I'd like to add to PATH the value ":/home/me/play/" for the installation of Play! framework. so I ran this command: PATH=$PATH:/home/me/play it worked. but in the next time I checked, the value changed back to the old one. so I guess I didn't "saved" the new value, right? how do you do that?