As excess body fat leads to high levels of insulin (and eventually to diabetes) and as diabetes is a proxy measure for hyperinsulinaemia, the inclusion of terms for both of these factors in the same model may underestimate the real effect of hyperinsulinaemia. This evidence concerns the gene INS and diabetes mellitus.