An integrative analysis encompassing 486 compound targets and 1747 genes associated with breast cancer elucidated critical pathways, notably the PI3K-Akt signaling pathway and resistance mechanisms to EGFR tyrosine kinase inhibitors. Here, PIK3CA is linked to breast carcinoma.