Board Thread:Current Major Glitch Discussion/@comment-31019800-20170208215236/@comment-27904998-20170304011705

G5 recommends that you don't do that. I have restarted games in the past by uninstalling and reinstalling them. I did that on purpose.

So yes you lose everything unless you have a way to restore from a backup. There is some information on the wiki about backups.