Abreu was lifted from Tuesday's start at Double-A Trenton due to an apparent shoulder injury, Greg Johnson of the Trentonian reports.
Abreu threw 20 pitches before being removed from the contest. The extent of the injury is unknown at this time, so he'll be considered day-to-day until further notice.