This soldier is Alexander O. Lee who died 01 Apr 1862 in the hospital at Columbus, MS, likely of disease or illness. As you surmised, he was from Overton Co., TN, and a son of Squire P. and Mariah ______ Lee. Alexander was likely not quite 20-years-old when he died.