We found that key genes and pathways such as NDUFA9, UQCRQ, and ribosome, as well as proteasome and oxidative phosphorylation are essential to the pathogenesis of NAFLD. This evidence concerns the gene NDUFA9 and metabolic dysfunction-associated steatotic liver disease.