Therefore, in this study, we selected STAT3, NF-κB, SOD, VEGF, and MMP9 due to their established involvement in cancer-related pathways such as inflammation, oxidative stress, angiogenesis, and metastasis. The gene discussed is VEGFA; the disease is cancer.