Dysregulation of key signaling pathways such as NF-κB, MAPK, PI3K/Akt/mTOR, and Kynurenine/AhR highlights how microbiota-driven mechanisms promote tumor growth and facilitate immune evasion. The gene discussed is AKT1; the disease is neoplasm.