The student pilot stated he entered left closed traffic for runway 21 at the Talladega Municipal Airport, Talladega, Alabama. He landed and started to prepare airplane for a touch-and-go. As he applied power he lost directional control of the airplane, went off the left side of the runway, and collided with a tree. The student pilot did not report any mechanical or flight control anomalies with the airplane.