Queen's Park beat Arbroath 2-1 at Gayfield to move to within five points of the League 2 leaders.
Shaun Fraser and Kevin Fotheringham were on target for Gus MacPherson's side before Paul McManus pulled one back.
Albion Rovers slipped to third place after a 0-0 draw at East Fife while Clyde are into the top four thanks to a 3-0 win against Montrose at Links Park. Scott Ferguson scored in the first minute, Euan Murray doubled their lead and Aidan Mcilduff rounded things off.
A Darren Lavery double earned Berwick Rangers a 2-0 win over East Stirlingshire at Ochilview, with Steven Brisbane sent off for Shire towards the end.