Unless its the same or similar to subscribed. You'd have to go to your settings page on a standard browser to remove the subscribed items. I don't know that it would change the participated items however.
Does the DF app have a similar "favorites" tab like Tapatalk? B/c that's where it keeps your subscribed ones - i.e. you can control what shows and doesn't a little easier.