In addition, the KEGG pathway analysis demonstrated that the PPAR signaling pathway, fatty acid metabolism, and AMPK signaling pathway were upregulated (Figure 3D), which were consistent with previous reports claiming that these pathways play critical roles in lipid and glucose metabolism on NAFLD (32). Here, PPARA is linked to metabolic dysfunction-associated steatotic liver disease.