When SNPs were added, T2D-associated variants, including rs2943641 (IRS1), rs7903146 (TCF7L2), and rs7756992 (CDKAL1), emerged among the most important features, particularly in younger individuals. This evidence concerns the gene TCF7L2 and type 2 diabetes mellitus.