In the present meta-analyses of T2D, we selected 2 genes in glucose metabolism (SLC2A10 and CASQ1), 2 genes in lipid metabolism (APOA5 and KLF11), and 2 genes in signal transduction (ATF6 and GNB3). Here, APOA5 is linked to type 2 diabetes mellitus.