In the subsample of 1779 patients, greater BMI and LDL, and non-use of insulin were associated factors for cardiovascular disease patterns; older age, higher HDL, lower LDL, and insulin use for dyslipidemia patterns; male sex, higher TG and LDL, and non-use of insulin for hypertension patterns. Here, INS is linked to metabolic syndrome.