Furthermore, the biological functions of PANTR1 in HCC cells were elucidated through performing CCK-8, flow cytometer, Transwell, Warburg effect detection, and animal experiments; we found that PANTR1 promotes HCC cellular progression in vitro and tumor growth in vivo. The gene discussed is PANTR1; the disease is neoplasm.