Diggit Drupalextras

Hello,
I am using organic groups module to split our content and user into different groups.
We also have a work-flow system which allows us to publish nodes created by editors using Rules module.
Everything works fine but editors are still able to edit the nodes after they have been published.
Is there any way to lock the nodes or prevent editors from editing them after they have been published?