The observed effect of greater genetic burden of impaired insulin secretion builds on previous findings from Asian Indians4, replicating this prior association with a newer multi-ancestry pPS and extending it to highlight specific etiologies underlying GDM as well as T2D treatment response, progression to insulin dependence and nephropathy. Here, INS is linked to kidney disorder.