Our findings provide compelling genetic and biochemical evidence that USP11 not only promotes DNA damage repair but also deubiquitinates E-cadherin and maintains the luminal features of mammary tumor cells, leading to the suppression of breast cancer. Here, CDH1 is linked to breast cancer.