One study indicated that patients with brainstem encephalitis and pulmonary edema exhibit elevated serum and CSF levels of IL-6, TNF-α, IL-1β, and IFN-γ, suggesting that pulmonary edema may result from increased vascular permeability due to systemic inflammation [145]. Here, TNF is linked to pulmonary edema.