These associations remained similar after additionally adjusted for breast cancer stage (Supplemental Table 2), despite that a more advanced stage was associated with relative over-expression of AKT1 and RPS6KB2, compared to an earlier stage. This evidence concerns the gene AKT1 and breast cancer.