We found 10 major signaling pathways involving upregulated DEPs, among which those directly related to NAFLD included the peroxisome proliferator-activated receptor (PPAR) signaling pathway, glycolysis/gluconeogenesis, fatty acid degradation, and fatty acid elongation (Figures 10A,B). This evidence concerns the gene PPARA and metabolic dysfunction-associated steatotic liver disease.