Due to the pathophysiological characteristics and many other potential etiopathogenesis factors T1DM and T2DM share, there are genes linked to both diseases such as GLIS3 (Mahajan et al., 2014), EIL2AK3 (also named as PERK; Delépine et al., 2000), etc. According to the result obtained from our method, we identified 2,582 genes related to T1D and 1,153 genes related to T2D, with a number of 474 shared genes. Here, EIF2AK3 is linked to type 2 diabetes mellitus.