We identified patterns of biomarker associations for GIGYF1 consistent with Type II diabetes (T2D), and an association with T2D was confirmed at larger sample sizes15,16 and other independent studies31–33. This evidence concerns the gene GIGYF1 and type 2 diabetes mellitus.