The defending champions are now six points behind leaders Manchester City – who were 3-nil winners at Leicester.
Third placed Manchester United claimed a 2-1 victory over West Ham.
Tottenham beat Aston Villa by the same score, while Brighton edged London City Lionesses 1-nil.
