Yes – in the both questions.

When I write about URE’s settings I mean only options available at the “Settings->User Role Editor” page.

Changes made to the user roles, or users permissions are not revertible. Any updates to the roles or users permissions you made with URE are permanent and do not depend from URE plugin activation/deactivation, deletion.