Recently, a metabolomic study of the plasma of 399 nondiabetic subjects with a wide range in degree of insulin sensitivity and glucose tolerance identified a group of three metabolites (α-hydroxybutyrate, oleate, and L-glycerylphosphorylcholine) that together could predict the development of insulin resistance [191]. Here, INS is linked to Insulin resistance.