TNF and Sepsis: Sepsis triggers a systemic inflammatory response syndrome (SIRS), characterized by the release of pro-inflammatory cytokines such as tumor necrosis factor-alpha (TNF-α), interleukin-6 (IL-6), and interleukin-1β (IL-1β) (Zhan et al., 2025).