In the luminal A breast cancer subtype, our analyses reveal a nuanced relationship: PI3K-Akt signalling (particularly pAKT) paradoxically associates with improved prognosis, highlighting subtype-specific pathway roles [99,131,132]. This evidence concerns the gene PIK3CA and breast carcinoma.