Several other studies have investigated the relationship between inflammatory markers such as CRP and IL-6, and glycaemic traits and type 2 diabetes using MR, however, the results are inconsistent [17, 20, 42–48]. This evidence concerns the gene CRP and type 2 diabetes mellitus.