Taken together, these results provide evidence that: 1) pre-defined transcriptional footprints for the PI3K pathway can be used to obtain a biologically meaningful score for pathway activity from transcriptomic data; 2) there is a positive, “strength”-dependent relationship between stemness and overall PI3K signaling in human breast cancer. Here, PIK3CA is linked to breast cancer.