TNF and acute respiratory distress syndrome: However, non-cardiogenic pulmonary edema, including ARDS, is driven by inflammation-induced lung barrier damage, with pro-inflammatory cytokines (e.g., tumor necrosis factor-α [TNF-α], IL-1β, and IL-6) playing critical roles in propagating inflammation and exacerbating lung injury [5,6].