In this study, a T2DM rat model and an IR model of skeletal muscle cell were established to investigate whether WSZYF could improve glucose metabolism and IR or not and how to regulate PTP1B-IRS1-Akt-GLUT4 signaling pathway by WSZYF. This evidence concerns the gene SLC2A4 and type 2 diabetes mellitus.