The Club World Cup champions have money to spend and had their eye on the Milan forward.
Sky Sport Italia claim that the bid is likely to be turned down, although Pato could leave the club in the January transfer window.
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Chelsea have struggled to build momentum in the opening stages of the campaign and are currently looking over their shoulders at the relegation zone.
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