Silvestre has suffered a suspected broken nose.
“We will do further scans tomorrow [Thursday] in order to assess him,” said Gunners boss Arsene Wenger.
“We do not know yet if his nose is broken but he is a doubt for Saturday’s game.
“We have to prepare for a very important game against Manchester United. A good result is vital for us and we are ready.”