In this study, bioinformatics analysis indicates that FOSB, GPAT3, RGCC, and RNF43 are the key DEGs for the comparison of NAFLD with healthy specimens. This evidence concerns the gene RGCC and metabolic dysfunction-associated steatotic liver disease.