Among them, FI, Hypertension, FG, BMI, HbA1c, 2hGlu, TG, SBP and DBP exhibited prominent associations with increased risk of DR, while IL16, LDL and HDL were significantly associated with lower risk of DR (Figures 3 and S2, Table S6). Here, IL16 is linked to hypertensive disorder.