Bogle spent a season at Celtic earlier in his career and could be available for £800,000 after allegedly being transfer listed by Wigan.
At the time of writing, Celtic are third favourites (7/1) to land the 25-year-old, who had a spell at Parkhead in his late teens, behind linked clubs Queens Park Rangers (11/4) and Ipswich Town (5/1) - having been out of contention before the weekend.
Former Grimsby striker Omar Bogle
And with Celtic boss Brendan Rodgers last week confirming his interest in adding another front man after injuries to Bhoys pair Leigh Griffiths and Moussa Dembele, a move for Bogle may not be out of the question.
The West Midlands native scored 19 goals for Grimsby Town during the first half of last season, which was his first in the English Football League, earning a £750,000 move to then-Championship side Wigan.
Wigan striker Omar Bogle
Bogle spent a year on Celtic's books, featuring in the Bhoys' Under-19s' 2011-12 European Next-Gen Series campaign, before returning south of the border to play for non-league sides Hinckley United and Solihull Moors.
Should Celtic make a move for Wigan's Bogle?