TNF and endothelial dysfunction: The systemic inflammatory cascade is driven by cytokines such as interleukin-6 (IL-6), tumor necrosis factor-alpha (TNF-α), and interleukin-1β (IL-1β), leading to tissue injury, endothelial dysfunction, and multi-organ failure.