One other option is to go to the bottom of the message list and there should be a link there that says "Edit thread options", if you go there I think there is an option for you to tag a thread as "subscribed", then later on you can get back to it by using the View: dropdown option (above the thread list on the left side) and set the "I've subscribed to" option to see a list of those marked threads.

- Michael