Khoren I died in mysterious circumstances at the Pontifical Residence in Etchmiadzin. The Armenian Church and most historians believe he was murdered by the NKVD, the Soviet secret police. He was reburied at the courtyard of Etchmiadzin Cathedral in 1996, after the collapse of the Soviet Union, next to other Catholicoi. The Armenian Church considers him a martyr.
