Key findings indicate that elevated levels of inflammatory markers such as IL‐6, IL‐1β, and sTNFRs are linked to cognitive impairment and neurodegeneration, while the role of IL‐10 and IL‐8 present varying associations based on demographic factors. The gene discussed is CXCL8; the disease is Cognitive impairment.