In this study, we established a Cg > InRK1409A diabetes fly model to analyze the effects of SHTXF extract on InR/PI3K/Akt-mediated IR in Drosophila, providing a potential molecular mechanism and theoretical basis for SHTXF in the clinical treatment of T2DM. This evidence concerns the gene AKT1 and type 2 diabetes mellitus.