Our findings revealed a substantial elevation in DUB activities in the cell lysates of radiation-treated PDXs (lines 1–4) and survival HCC cell lines (Huh7 and MHCC97H), compared to their untreated counterparts (Fig. 1B, C and Supplementary S1A, B). This evidence concerns the gene ZUP1 and hepatocellular carcinoma.