How to connect with those distant senior colleagues who are in their last PhD year?
If they are in their last year, collaboration might not be practical. Last year students are typically writing their thesis, applying for jobs, etc. Further, they may leave academia after graduation. 

With this in mind, you can treat them like you would anyone else. An informal e-mail should do fine, or you can request a phone/Skype connection.