The defender trained with United's senior squad under new manager Michael Carrick on Friday.
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Ogunneye was a regular under David Hughes at Newport, but after Hughes was replaced by Christian Fuchs he found himself sidelined.
The defender has now been recalled, with a new loan likely this month, says The Sun.
Ogunneye's deal with United expires in June. At Newport, he made 21 appearances across all competitions.