Finally, when adjusted for age, BMI, smoking status, and reimbursement for hypertension and diabetes, the following biomarkers were nominally associated with incident AS: systolic blood pressure, fasting plasma insulin and proinsulin, OGTT 30 min plasma proinsulin, and serum C-peptide. Here, INS is linked to diabetes mellitus.