The independent glucose and T2D associations at the GIGYF1 locus and their replication in other datasets further support the hypothesis that decreasing GIGYF1 levels predisposes to diabetes while increasing GIGYF1 levels may protect from diabetes. Here, GIGYF1 is linked to diabetes mellitus.