In 2010, Kelly’s 29-year-old son, First Lieutenant Robert Kelly, was killed in action when he stepped on a landmine while leading a platoon of Marines on a patrol in Sangin, Afghanistan. Robert Kelly's death made John Kelly the highest-ranking military officer to lose a son or daughter in Iraq or Afghanistan.