Similarly, a comprehensive meta-analysis by Zamani et al. [102] found that berberine supplementation significantly lowered fasting insulin levels (WMD = −3.27 mg/dL; 95% CI: −4.46 to −2.07; p < 0.001), demonstrating its effectiveness in improving insulin resistance. Here, INS is linked to Insulin resistance.