This state further potentiates oncogenesis via sustained activation of key signaling pathways—including JAK-STAT3, NF-κB, MAPK, and PI3K/AKT—that drive tumor proliferation, angiogenesis, immune evasion, and metastatic behavior. This evidence concerns the gene AKT1 and neoplasm.