Rovers were backed by 1,800 fans at the bet365 Stadium as they chalked up a third win of the season.
Goals from Bradley Dack, Danny Graham and Harrison Reed had Rovers 3-0 up by the 47th minute.
But there was late drama as goals from Saido Berahino and Tom Ince reduced the arrears before Berahino hit the bar from a 93rd minute penalty.
Here's a selection of pictures from the travelling Rovers support at Stoke City.
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