These imaging subtype-associated KEGG pathways included cell cycle, ECM-receptor interaction, Hedgehog signaling pathway, proteoglycans in cancer, PI3K-Akt signaling pathway, Ras signaling pathway, and breast cancer. This evidence concerns the gene AKT1 and breast cancer.