There was more than a hint of fortune about the Royals opening goal as Long's cross from the right struck makeshift Preston right-back Barry Nicholson and looped over the helpless Turner and into the path of Kebe, who bundled the ball home.
And Sunderland's hopes of launching a sustained final push were thwarted when Turner was shown a straight red card by referee Andre Mariner for an elbow on Barry.