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). This evidence concerns the gene IL16 and Hypertension.