2014/15 debt: £139 million ($204 million)
Another Premier League team, another American owner, Sunderland was bought by Ellis Short in 2008, who proceeded to plough tens of millions into the club over the years. It just barely avoided relegation this season, finishing 17th, and finished last year with the third highest debt of any team still in the league.