In our study, TGF‐β signaling and cell cycle regulation pathways were preferentially enriched in the younger HCC cohort, both of which were implicated in tumor invasion, metastasis, and apoptosis, as well as closely interconnected with PI3K‐Akt signaling [47]. Here, TGFB1 is linked to hepatocellular carcinoma.