TNF and Cognitive impairment: Pro-inflammatory cytokines such as TNF-α and IL-1β are pivotal in the neuroinflammatory response observed in LPS models, playing critical roles in the pathogenesis of neurodegenerative and psychiatric disorders, including depression and cognitive impairments.