The 29-year-old Italian, rated at £3million, is also wanted by Napoli and Palermo and will decide his future in the next couple of days.
Sampdoria spokesman Matteo Gamba told the Scottish Sun: "Gennaro is excited by the idea of playing for Celtic, but he´s also well aware of Palermo´s interest. Napoli are watching the situation too."
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