Nope, no issues. You can do this and it shouldn't be problematic. The only consideration you have is that new clients connecting to the network can't get an address when there's a WAN outage. But if there's an outage does it really matter?
Just make sure the DHCP server address is included in the VPN networks so you have routes in place.