Accumulation of endogenous MGO reduces IRS-1/PI3K association and alters PI3K activity in adipose tissue, leading to decreased insulin stimulated glucose uptake and insulin resistance (Jia and Wu, 2007). Here, INS is linked to Insulin resistance.