PPARA and neoplasm: Importantly, lipid-related pathways, including Fatty Acid Omega Oxidation and Peroxisome Proliferator-Activated Receptor (PPAR) Signaling, were also significantly downregulated, underscoring the intricate interplay between lipid metabolism and tumor biology in HCC.