The forward was injured in the defeat to Brazil at the weekend, straining a muscle.
He is likely to be replaced by club mate Stephan el Shaarawy in the Italian line up.
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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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