Definitely. Sometimes people drift apart because of location changes or different life stages or even that their personality has changed. There is nothing to say you can't reconnect with these people though.
I had a friend at university who was quite a good friend but then hadn't seen her in 4-5 years. I then got an invite to her birthday and we actually reconnected and our friendship became stronger than it was before. Really great.