Martinez signed the 25-year-old while he was in charge at Swansea and is now keen to bring the goalscoring midfielder to the Premier League.
The Mirror reports that Pratley would cost Wigan around £4million.
Newcastle are also reportedly interested in the highly-rated midfielder.