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. The gene discussed is PIK3CA; the disease is breast cancer.