Thus, the P. frutescens leaf polysaccharide could improve type 2 diabetes-induced rat liver injury by inhibiting oxidative stress and inflammation, while regulating activation of the SIRT1/FoxO1 signaling pathway. Here, SIRT1 is linked to type 2 diabetes mellitus.