In inetmgr the application pool could not be selected, the applicationHost.config is not a valid XML file.
Under c:\Inetpub\History you can still find backups of the file. If this file is restored, everything works.
More information here:
http://serverfault.com/questions/47954/cant-open-iis7-manager-invalid-xml-in-applicationhost-config