Boss Unai Emery fears the defender will be absent for at least several weeks after leaving the field in stoppage time at Anfield.
Mings, who had replaced Pau Torres as a 74th minute substitute, picked up the injury while chasing back to stop Mo Salah going through on goal as Liverpool attacked on the counter.