However, these finding might also be false positive because of the following reasons: 1) the subjects in the insulin use cohort were less healthy, with older age, longer diabetes duration, poorer glucose control, and a higher percentage of microvascular and macrovascular diseases at baseline. This evidence concerns the gene INS and diabetes mellitus.