Previous studies have demonstrated associations between a wide-range of circulating metabolites and insulin resistance, insulin secretion and type 2 diabetes risk primarily in populations of European ancestry (Guasch-Ferre et al., 2016; Newgard, 2017). The gene discussed is INS; the disease is type 2 diabetes mellitus.