The news was reported in the Guardian, who claim that Rooney has decided his best option lies in staying at Old Trafford.
Chelsea and Arsenal had been among the teams linked with signing the English forward.
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Since Guus Hiddink arrived at the helm, Chelsea have improved considerably after a tricky start to the campaign.
Newcastle United are staring down the barrel of relegation to the Championship for the second time in the past eight years.