Regarding signaling pathways, our findings suggest that morphine may have a role in the activation of the PI3K/AKT/mTOR axis, a dominant signaling pathway in HNSCC as well as in other cancer types [7,10,14,18,31,42]. This evidence concerns the gene AKT1 and cancer.