Moreover, our proteomic analysis revealed an enrichment of PI3K-Akt signaling in HCC, suggesting that disrupted lipid raft composition—potentially a consequence of diminished PEMT activity—could modulate downstream oncogenic pathways [44]. Here, AKT1 is linked to hepatocellular carcinoma.