 McGuire reported to the flying school in Corsicana, Texas, as an aviation cadet.He received further training in San Antonio, and was commissioned a second lieutenant and awarded his pilot wings at Kelly Field, Texas, on February 2, 1942.He was assigned to the 313th Pursuit Squadron at Selfridge Field, Michigan from February to May and the 56th Pursuit Squadron at Paine Field, Texas.