How can I get the author name, project description etc from a Distribution object in pkg_resources?

pkg_resources api let's you get Distribution objects that represent egg distributions inside a directory. I can trivially get the project name and version of the distribution with dist.project_name and dist.version, however I'm lost on how I can get the other metadata that's usually specified in the setup script (like author, description, etc.)