In this review, we comprehensively summarize the roles of seven DUBs with OTU structural domains in cancer progression and antiviral immune responses, including OTUD1, OTUD2, OTUD3, OTUD4, OTUD5, OTUD6A, and OTUD6B. Here, OTUD4 is linked to cancer.