It's definitely a good idea to reply and say thanks and to confirm that you're interested in the program and in finding out more about the program and research taking place there, even if this program is not your top choice. Hopefully you'd get the opportunity to talk with some of the profs there, if not in person, then on the phone, and the conversations can help you to make your choice on where to go even if you decide to go somewhere else.