LPS-induced sepsis triggers a systemic cytokine storm marked by sharp increases in pro-inflammatory mediators, particularly interleukin-6 (IL-6) and tumor necrosis factor-alpha (TNF-α), both of which play central roles in sepsis pathogenesis and organ dysfunction [62,63]. The gene discussed is TNF; the disease is Sepsis.