Compared with HUH7 and PLC/PRF/5 cells, we detected a significant elevation of xanthine and hypoxanthine in HCC-TRCs (Fig. 4E), reinforcing the link between AURKA–AKT signaling activation and enhanced purine metabolism in this stemness-associated subpopulation. The gene discussed is AKT1; the disease is hepatocellular carcinoma.