The defender was furious with the reaction from home fans and raged: "They booed us from beginning to end. The fans of Palermo are no longer top class."
Palermo captain Barzagli, like several teammates, was visibly furious with how fans left Franco Brienza in tears.
The defender added: "From now on, we only play for ourselves and our coach. We too are men."