Johnson will be reevaluated on Friday before the Nationals play the Orioles at Camden Yards.
"The shin swelled up, and then when he was running the bases, he was very uncomfortable," manager Manny Acta said.
Johnson was unavailable for comment following the game.
Bill Ladson is a reporter for MLB.com. This story was not subject to the approval of Major League Baseball or its clubs.