By examining the foundational roles of Notch, Hedgehog, and PI3K/AKT/mTOR signaling, we gain deeper insights into the molecular underpinnings of CSC-driven tumor progression and identify promising avenues for innovative therapeutic interventions that specifically target these key nodes of stemness. The gene discussed is AKT1; the disease is neoplasm.