After integrating the results, we noted that an E3 ligase RNF13, which have not been investigated in NAFLD, played an obvious protective role in lipid deposition (Supplementary Fig. 1c). This evidence concerns the gene RNF13 and metabolic dysfunction-associated steatotic liver disease.