As shown in Table 4, after adjusting for age, postmenopausal (females) and household income in both the female and male groups, the serum RBP4 levels were significantly positively associated with the prevalence of NAFLD (all P < 0.01). This evidence concerns the gene RBP4 and metabolic dysfunction-associated steatotic liver disease.