 In 1863, Deshong re-enlisted when Robert E. Lee invaded Pennsylvania.He enlisted in company A of the 37th Regiment, Emergency Corps, known as the "Slipher Phalanx".He served in the Battle of Gettysburg and was honorably discharged on August 4, 1863.