Among them, the most statistical significances with T2D were as follows: rs10916784 (1: 20729451, G, p = 5.2 × 10−12) in the von Willebrand factor A domain containing 5B1 (VWA5B1) gene, rs74790763 (5:122675214, C, p = 3.2 × 10−11) in the centrosomal protein 120 (CEP120) gene, rs62486442 (8:12623463, A, p = 2.4 × 10−10) in the LON peptidase N-terminal domain and ring finger 1 protein (LONRF1) gene, rs13257283 (8:105608497, G, p = 4.2 × 10−8) in the LDL receptor related protein 12 (LRP12) gene, and rs9568861 (13:54079446, T, p = 2.5 × 10−8) in the olfactomedin 4 (OLFM4) gene. Here, LRP12 is linked to type 2 diabetes mellitus.