Derived from plant-based sources such as green tea, berries, and olive oil, polyphenols have demonstrated the ability to inhibit key cancer hallmarks—including angiogenesis, EMT, and immune evasion—via modulation of NF-κB, STAT3, PI3K/AKT, and MAPK pathways. The gene discussed is NFKB1; the disease is cancer.