IL1B and diabetes mellitus: While some studies have found associations between this SNP and an increased risk of developing T2DM, others have found weaker or no associations.[28,29] Overall, IL-1β (rs16944) is one of many genetic factors that may contribute to diabetes risk, and its impact needs to be considered in the broader context of genetic predisposition and lifestyle factors.