The results indicated that NAFLD patients had higher circulating RBP4 levels than non-NAFLD (SMD 0.25; 95% CI: 0.06–0.45, I2: 88.8%, P = 0.011) (Fig. 6). This evidence concerns the gene RBP4 and metabolic dysfunction-associated steatotic liver disease.