What's interesting is that the population remained isolated for tens of thousands of years.

Generally speaking, people move around and are promiscuous. Staying isolated for that long implies a physical barrier, because cultures generally don't survive for 40,000 years. But an isolated population means genetic issues - but if the population is big then they should have spread at least somewhat.