The Dutchman is expected to leave Bologna this summer and is a top target for Inter Milan.
However, Tuttosport says Arsenal are now in contact.
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The Gunners are willing to offer Zirkzee a 115,000-a-week contract to move to London. The deal would run to 2029.
Bologna are seeking around 50-55m to sell Zirkzee this summer.