The absence of the key pair from the session at Carrington casts doubts about their availability for the Champions League semi-final against Barcelona at the Old Trafford on Tuesday.
Rooney took a knock to his hip before scoring the equaliser in the 2-1 defeat by Chelsea while Vidic suffered a facial injury.
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