A body has been recovered from Lough Neagh by teams searching for missing
The 62-year-old from Co Armagh was reported missing on June 6.
A formal identification is to take place, however, police said that the Hughes family has been informed.
Ms Hughes was last seen in the Charlemont area of Moy at around 2pm on Wednesday, June 5.
She was reported missing the following day.
PSNI Inspector Keir Kitt said: "Formal identification hasn't yet been carried out however the Hughes family has been informed."
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