Key classes of compounds like alkaloids, flavonoids, terpenes, and polyphenols have shown anti-tumor effects through modulation of apoptosis, cell cycle arrest, and inhibition of oncogenic pathways such as NF-κB, EGFR, and COX-2 [7,8]. The gene discussed is PTGS2; the disease is neoplasm.