Intergroup comparisons of baseline characteristics across clusters indicated that age, sex, DM duration, HbA1c, insulin use, hypertension, hyperlipidemia, and serum creatinine levels were approximately the same trend across the four clusters. This evidence concerns the gene INS and hypertensive disorder.