The striker has also been linked with Tottenham Hotspur and Stoke City.
The striker is expected to leave the Hawthorns in the January transfer window after falling out of favour with manager Tony Pulis.
There is reportedly widespread interest in his services as well; with several Premier League sides all keen on signing the striker, including Newcastle, Stoke City and long-term admirers Tottenham.
That is because of what happened in the summer transfer window, with the two clubs having failed to agree to terms over the player during a protracted transfer wrangle.
There is every chance he may not leave altogether though, with West Brom reluctant sellers and chairman Jeremy Peace reportedly telling Berahino and his advisors that the young striker will be going nowhere.
The club are determined not to allow the youngster to have his own way, with him having set his heart on a move to White Hart Lane to join Mauricio Pochettino’s side.