President Shimon Peres left for Rome on Sunday morning to participate in a prayer for peace in the Middle East with Pope Francis, Palestinian Authority President Mahmoud Abbas, Eastern Orthodox Patriarch Bartholomew and spiritual representatives of the Jewish, Muslim, Christian and Druse faiths.