Johnson reprised his man-of-the-match performance in the 381-run first Gabba Test win with a destructive seven for 40 that put England out of the game and Australia on the cusp of a two-nil series lead with three Tests to play.
Australia, who declared at 570 for nine, once again skittled the Ashes holders cheaply in the series. England have yet to score beyond 200 after being dismissed for 136 and 179 in the Gabba first Test.
Bell remained unconquered in his 106-ball knock as England were dismissed for 172. Australia decided not to enforce the follow-on to give their bowlers a breather ahead of next week's third Perth Test.
Johnson shattered England with three wickets in a devastating 14th over, with the firebrand speedster taking out Ben Stokes (1), Matt Prior (0) and Stuart Broad (0).
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Broad soon followed with Johnson smashing into his leg stump to put him on the hattrick in his next over.