The identified genes exhibited significant enrichment in various biological pathways, such as PPAR pathway, peroxisome function, fatty acid degradation, fatty acid metabolism, and alcoholic liver disease, as illustrated in Figure 4A. This evidence concerns the gene PPARA and alcoholic liver diseases.