Johnson was removed from Tuesday's spring game against the White Sox due to groin tightness, AJ Cassavell of MLB.com reports.
The 29-year-old recorded two outs and gave up one run with two walks and one strikeout before leaving the field with an athletic trainer. The severity of the injury remains unclear, but Johnson figures to be unavailable for a few days regardless.