A higher serum Genetically lower levels of adiponectin was associated with an increased risk of Type 2 Diabetes (OR = 0.837, 95%CI = 0.721–0.970, p = 0.018, IVW method). Here, ADIPOQ is linked to type 2 diabetes mellitus.