I know that they persist when you exit the screen and come back, but do they save?
Do Permanent secrets persist when you save your game?
No.
Actually, Trigger > Perm should, but I think that's the only one, aside from dungeon bosses
Yes, Permanent secrets are permanent even when you save. :P