Specifically, correlation analysis showed that the oncogenes HSPA5 and TFG are significantly positively correlated with RPN1 expression in nearly all cancers (P < 0.05, r > 0.2, Supplementary Figures S7B, C). Here, HSPA5 is linked to cancer.