AKT1 and Insulin resistance: Metformin improves insulin resistance by regulating the liver PI3K/AKT pathway, reducing the deposition of hepatic triglycerides, and upregulating the levels of sex hormone binding globulin (SHBG) and HNF-4α in PCOS with insulin resistance rat liver tissue11.