The accident happened on Gambrill Park Road in Frederick County around 4:30 Thursday morning.
Officials say Horne failed to negotiate a turn, veered off of the road, and went straight into a tree. The vehicle burst into flames on impact.
He wasn't able to get out of the car and died on scene. The two passengers were able to get out and call for help.