Yes.. and onward movements. He did it twice, but he should've come out to attack far more than that prior to the red card. Bologna had no intention of committing more than 3 players to attack at any point. He should've really been playing alongside Bakayoko. Either him or Gattuso missed a trick there.
You can't break down a 10 men behind the ball team with a 4-4-2 unless you have midfielders and defenders joining the attack.