It really depends on what you do with the domain. If you just park the domain, it will eventually lose the PR. If you develop it into a similar site, and continue to build links to it, you should be able to keep or increase the PR.
When I build a site on a domain with PR, I try to use a similar title to what the site had before, and the domains usually keep the PR.
Hope that helps, that's just my experience.