In contrast, when proinsulin-to-insulin ratio was used as a measure of β-cell dysfunction, even in the NGT stage, there was a significant increase in the FDRs of individuals with T2DM, irrespective of controlling for IR. This evidence concerns the gene INS and type 2 diabetes mellitus.