Manager Alex Neil pulled no punches in his post-match analysis of his side's performance, and claimed: "It was a rubbish game, what I expected us to do was get a point and go back up the road.
"We scored a great goal and triggered the press well in the first half and for the first 20 minutes were the better side. Then they came into it before half-time. The first part of the second half was just scrappy, that would be the best way to describe it.
"The biggest difference as the game went on was that they were turning the ball forward and getting behind us but when we turned the ball we were leaving it short and their centre-backs were in control of the situation.
"Their second goal was horrific from our point of view."
Next up, Preston will look to bounce back from their defeat this weekend, when they host promotion-chasing Bournemouth on Saturday afternoon.
Here are today's biggest transfer stories and the latest team news involving Preston North End and the rest of the Championship, ahead of the remaining midweek action:
9. Davies tipped to join Celtic on loan
Ex-Preston North End star Ben Davies, now of Liverpool, has been tipped to be picked up by Celtic on loan next season, with former Lilywhites man Kelvin Wilson suggesting he'll struggle to get game-time for the Reds. (Celtic Huddle) Photo: PHIL NOBLE
10. Spurs battle Hammers for Blues starlet
Birmingham City's latest academy star Rico Browne looks like he could be set for a move to the Premier League, with reports suggesting Spurs have offered the 17-year-old a contract. West Ham are also keen on the youngster. (Football Insider) Photo: Shaun Botterill