In this meta-analysis, we found NAFLD, NASH or SS patients did not show significant differences of circulating RBP4 levels when compared with the controls, and NASH patients also had similar RBP4 levels with SS patients. This evidence concerns the gene RBP4 and metabolic dysfunction-associated steatotic liver disease.