Constantine had no legitimate children, so the throne would be expected to fall to the line of Nicholas eventually.
In OTL, Constantine was against Nicholas's Russo-Turkish War in 1828-29, so presumably it doesn't occur. In OTL, Russia won, and Turkey's hold in the Balkans was...