Furthermore, studies that reported serum RBP4 to be an independent risk factor for NAFLD were all conducted in Yellow racial populations, whereas those in Western countries mostly reached opposite conclusions, which may be related to ethnic variability. The gene discussed is RBP4; the disease is metabolic dysfunction-associated steatotic liver disease.