Simulations of the post-stroke cytokine network over a 72-hour period yielded temporally distinct trajectories for tumor necrosis factor-alpha (TNF-α), interleukin-6 (IL-6), and interleukin-10 (IL-10), reflecting the transition from pro-inflammatory activation to immune resolution. Here, TNF is linked to Stroke.