Therefore, in the present study, we used numerous bioinformatics methods for the functional annotation of SNPs to clarify the phenotypic effects of GSS and GGT7 genes showed significant associations with type 2 diabetes. The gene discussed is GGT7; the disease is type 2 diabetes mellitus.