KCNQ1 and type 2 diabetes mellitus: KCNQ1 and KCNQ1OT1 are well-established risk genes for type 2 diabetes (Travers et al. 2013), and in our analysis, they exhibit the greatest variances in gene contribution score, underscoring their significant role in susceptibility to type 2 diabetes.