Our study identified that NDRG1 showed mutually exclusivity with AKT1, CDH1, CTNNB1 and PTEN. Therefore, functional analysis of these genes provided evidence of the role and mechanism of NDRG1 in gynaecological and breast cancers. Here, AKT1 is linked to breast cancer.