In HCC, PTTG1 has been shown to promote tumorigenesis by influencing asparagine metabolism, and our experiments have confirmed that PTTG1 can enhance tumor cell proliferation (Zhou et al., 2023). Here, PTTG1 is linked to hepatocellular carcinoma.