Joshua Kennedy scored five minutes into extra-time after the game was tied 1-1 at the final whistle, but Robert Muller forced penalties with another equaliser for Jena.
And the minnows held their nerves to win the shoot-out to increase the pressure on Nurnberg coach Hans Meyer, whose side are also struggling in the Bundesliga.
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