Moreover, NUSAP1, ZWINT, KIAA0101, UHRF1, RAD51AP1, as prospective markers for NAFLD progression, they have not been linked previously, either in diagnosis or in research. The gene discussed is RAD51AP1; the disease is metabolic dysfunction-associated steatotic liver disease.