These findings highlight RG saponin’s multifaceted role in modulating metabolic pathways and its potential as a natural treatment for managing metabolic disorders, indicating its broad-spectrum benefits in improving insulin sensitivity and mitigating the adverse effects of oxidative stress. Here, INS is linked to metabolic disease.