His son Henry Oryem Okello is the current Minister of International Affairs. His brother, Erisanweri Opira, was abducted from his home in Kitgum District by a rebel group, the Lord's Resistance Army (LRA). His abduction was considered unusual as the LRA usually kidnaps prospective soldiers - Opira was aged in his late seventies.