Corriere dello Sport report that the two clubs are tracking the Brazilian centre back, who has impressed this season.
Marquinhos signed for Roma only last year, but they could be forced to sell if a big offer comes in.
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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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