There was a significant difference in the RBP4 concentrations in the DM with CKD group compared with those in the DM without CKD group (Figure 3) [P = 0.0009, SMD 2.14, 95% CI (0.88, 3.40)]. Here, RBP4 is linked to diabetes mellitus.