This is the first study that suggests Tbc1d4, Acadl, Acsl1 and Fabp4 are associated with early diabetes in GK rats, which may provide a new scope for pathogenesis of postprandial hyperglycemia and controlling postprandial glucose levels in T2D patients at early stages. This evidence concerns the gene TBC1D4 and diabetes mellitus.