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Lake died of a heart attack in Indian Wells, California, on January 9, 1987, and was interred in the Hollywood Forever Cemetery, in the Douras family mausoleum, along with actress Marion Davies and her husband, Horace G. Brown. Lake's widow Patricia was interred there upon her death in 1993.