Rs8108269 near GIPR was nominally associated with type 2 diabetes in female, suggesting that GIPR locus might be involved in the developement of type 2 diabetes in female in the Japanese population similar as that observed in the European population. The gene discussed is GIPR; the disease is type 2 diabetes mellitus.