CONCLUSION: These findings demonstrate that structurally optimized ibuprofen and nimesulide derivatives exert dual anti-inflammatory and anticancer effects in HER2-positive breast cancer by suppressing PLA2–COX-2–NF-κB pathway and promoting apoptotic cell death. The gene discussed is PLA2G2A; the disease is breast cancer.