Overall, this study reveals the molecular mechanism of sinapine in mitigating insulin resistance via modulation of the IRS1–PI3K–AKT–GSK3β–GS pathway, offering theoretical support for its potential application as a nutritional intervention to improve carbohydrate and lipid metabolism. Here, AKT1 is linked to Insulin resistance.