43-year-old Jeff Radio served as mayor of Clayton from 2009 to 2012.
Radio's body was discovered on the Sumner Avenue beach shortly before noon on Tuesday.
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The body was found lying on the edge of the surf.
An autopsy was performed Wednesday, but it's still not known what caused Radio's death.