In the unadjusted analyses and adjustment for age, sex, and body fat (%), insulin AUC180-min, AUC240-min, iAUC180-min, and iAUC240-min were all independently associated with increased risk of diabetes (p-values < 0.01). This evidence concerns the gene INS and diabetes mellitus.