Johnson was removed from Sunday's game against the Orioles with right shoulder discomfort, Marc Topkin of the Tampa Bay Times reports.
Johnson fell to the ground after sailing a pitch to the backstop during the sixth inning and was pulled from the contest. He recorded two outs without allowing a baserunner before suffering the injury.