TNF and Mental deterioration: In current study, elevated levels of IL-6, IL-1β, and TNF-α were positively associated with poorer cognition, especially in aged LPS and LPS-EE mice, demonstrating that increased systemic inflammation is closely related to cognitive decline during the accelerated aging.