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. This evidence concerns the gene OTUD1 and cancer.