In 1996, Paris-bound TWA Flight 800 was carrying 230 people when it exploded minutes after taking off, killing everyone on board. The plane’s wreckage fell into the Atlantic Ocean off Long Island.

Investigators from the first probe of doomed TWA Flight 800 called Wednesday for a new examination of the tragedy, resurrecting old claims that a missile downed the plane. A half-dozen people involved ...