Dorman broke a scoreless tie in the 55th minute and Rowe added another goal 12 minutes later for the Revolution, who grabbed the lead in the first leg of their two-game, total-goals Eastern Conference semifinal series.
Aurelien Collin supplied a goal in the 69th minute for Sporting Kansas City.
The two teams will meet in the second leg Wednesday in Kansas City.
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