Antony had an easy tap-in to give his side the lead thanks to some good play from Anthony Martial.
On a weekend where both Newcastle and Tottenham lost, the Brazilian has put Manchester United in pole position to capitalise.
They lead relegation contenders Nottingham Forest after an impressive opening.
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