ISG15 and hepatocellular carcinoma: Next, we analyzed the correlation between TRIM22 and senescence-associated genes in the TCGA-LIHC database and found that p53, p21, p27, ISG15, and STAT1 were positively correlated with upregulated TRIM22 expression in HCC patient samples (Fig. 1D).