The acidic environment, known as the Warburg effect, elevates cytosolic calcium levels and activates key signaling pathways, including the PI3K/AKT/mTOR pathway, which drives tumor growth, metastasis, and therapy resistance, and is linked to poor overall survival (OS), contributing to a significantly worse prognosis. The gene discussed is AKT1; the disease is neoplasm.