To eliminate the effects of long-term hyperglycemia on the metabolism of patients with DM and the effects of regular use of insulin and other hypoglycemic drugs on the prognosis, subgroup analysis was performed in people without DM. This evidence concerns the gene INS and diabetes mellitus.