The CKD group exhibited significantly higher values for age, BMI, WC, FBG, fasting insulin, HbA1c levels, TG, serum creatinine, BUN, UACR, UA, smoking history, and hypertension history compared to the non-CKD group (P< 0.05). Here, INS is linked to Hypertension.