The ConSurf study contributes crucial insights into the molecular mechanisms that underscore the intricate interaction between KCNJ11 nsSNPs and DM, providing deeper comprehension of disease mechanisms and broader implications for our field’s knowledge. This evidence concerns the gene KCNJ11 and diabetes mellitus.