KCNJ11 and type 2 diabetes mellitus: We utilized the SNP&GO and PhD-SNP tools to detect disease-associated SNPs and forecast the relationship between nsSNPs in the KCNJ11 gene and T2D, examining their influence on the encoded protein’s function and T2D progression.