5th of 8 children of Purdy Mayo and Clara Belle (Murphy) Cunningham in Smith, Missouri. His brother Wynn Mayo Cunningham also served in the Army during the war.
Patrick was assigned to C Company 116th Infantry on D-Day. He was killed in action on 1 Jul 1944.
PVT Cunningham is buried in the Normandy American Cemetery.