The MR results showed that increased genetically predicted IgG N-glycans of GP5 and GP13 were associated with a higher risk of T2D in the East Asian population, and genetically predicted decreased GP9 was associated with a higher risk of T2D in the European population. This evidence concerns the gene GP9 and type 2 diabetes mellitus.