TNF and brain edema: Inflammatory cells release pro-inflammatory cytokines (e.g., TNF-α, IL-1β, IL-6), chemokines, and reactive oxygen species (ROS), which further exacerbate neuronal apoptosis, blood-brain barrier disruption, and cerebral edema, and aggravate neurological deficits (Fu et al., 2015).