Pathway activation is particularly prominent in the IR environment, driven by complex factors including the common loss of function of the tumor suppressor PTEN, strong stimulation from persistent hyperinsulinemia/IGF signaling, and even direct pathway activation by high-fat diet-induced Akt palmitoylation, providing a direct metabolic link 53. This evidence concerns the gene IGF1 and Hyperinsulinemia.