We found that T2D polygenic risk influenced age at diagnosis mainly through proinsulin-associated beta-cell pathways, which supports current understanding that HNF-MODY arises primarily from beta-cell dysfunction. The gene discussed is INS; the disease is type 2 diabetes mellitus.