Per the Watford Observer, the midfielder was offered a five-year contract with generous wages.
But that offer was rejected, while he only has a year left on his current contract.
The Hornets are likely to accept a summer sale, as they would lose him for free next summer.
Villa are in the strongest position to secure Hughes' signature, given the Magpies' financial issues at present.
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