Using Cytoscape, pathway interaction and protein-protein interaction (PPI) networks were constructed, and hub genes (e.g., Abcg8, Cyp1a1, Cyp51, Hmgcr, etc.)associated with NAFLD were obtained. This evidence concerns the gene CYP51A1 and metabolic dysfunction-associated steatotic liver disease.