Njoku (shoulder) was a non-participant at Thursday's practice session, Nate Ulrich of the Akron Beacon Journal reports.
Njoku hauled in all four of his targets for 28 yards and a touchdown in Monday's loss to the Steelers, but he's been held out of practice Wednesday and Thursday. He'll likely need to return in some capacity Friday if he hopes to play Sunday against the Bengals.