The Liverpool skipper suffered a calf injury in Saturday's win over Sunderland and may now also miss Friday's Super Cup against CSKA Moscow.
"Steven had a scan which showed a strain in his right calf," confirmed press officer Ian Cotton. "He will definitely miss Tuesday's game.
"Regarding his involvement in the Super Cup, we will have a better idea later in the week."