Therefore, the GK SAAC genes Ide, Ppp1r3c, Hdac9, Ghsr and Gckr with their specific mutations, may change the protein functions and improve insulin sensitivity in the prediabetes stage in GK rats and act as anti-diabetics in GK rats. The gene discussed is HDAC9; the disease is diabetes mellitus.