The Brazil international is the subject of talks between the two clubs.
La Gazzetta dello Sport says Arsenal have made an offer to take Arthur on a straight loan and pay the six months of his salary.
However, Juve have rejected the proposal.
Arthur, meanwhile, has made it clear he wished to leave Turin for London this month.
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