Immune cells like TAMs, neutrophils, and lymphocytes secrete pro-inflammatory cytokines (e.g., IL-6, TNF-α, IL-1β) that activate NF-κB and STAT3 signaling, enhancing tumor proliferation, survival, and metastasis [[169], [170], [171]]. The gene discussed is STAT3; the disease is neoplasm.