Furthermore, bile acid imbalance induces oxidative stress through ROS overproduction in hepatocytes and Kupffer cells, impairing IRS/PI3K/Akt signaling and exacerbating insulin resistance [90]. This evidence concerns the gene AKT1 and Insulin resistance.