Here, we have shown an association between FIB-4 index and a development of decreased insulin secretion, rather than with incident DM per se, as the number of subjects in the longitudinal study (n = 439) appeared to be small for such analyses (incidence of diabetes during the 3-year period was 9). This evidence concerns the gene INS and diabetes mellitus.