Mechanistically, increased neutrophil counts reflect a pro-tumorigenic inflammatory state driven by cytokines such as IL-6 and VEGF, while decreased lymphocyte levels indicate compromised anti-tumor immunity. The gene discussed is VEGFA; the disease is neoplasm.