The genetic traits of the two groups would begin to diverge. You might call this microevolution. Given different environments and no contact this could grow to macro over time.
I don't see the removal of genetic material as being necessary here, only the change in genetic material. In other cases (sickle cell anemia, Thalassemia) there is an increase. But I'm a bones type myself, what do I know.
bye.