Umberger's goal just 21 seconds into the game set the tone and Johansen's power-play tally 8 1/2 minutes later put the Blue Jackets ahead to stay at 2-1.
John Moore added a goal and Derek MacKenzie notched an empty-netter for Columbus, which came into the game with an 0-7-1 record -- the worst start in team history.
Steve Mason turned aside 30-of-31 shots, including all 15 he saw in the second period, earning the victory.
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