The result means that victory over Reading on Tuesday would leave Chris Hughton's team needing just one point from their final three games to win the title.
Fuller would have been celebrating a hat-trick had he not headed Chris Lucketti's cross over, while Preston's Michael Keane forced a save from Reading keeper Marcus Hahnemann with a stinging drive.