TNF and stroke disorder: While computational models have explored isolated aspects of post-stroke inflammation, such as TNF-α-mediated microglial activation [10] or IL-6’s dual neurotoxic/neuroprotective roles [11], no study has yet integrated TNF-α, IL-6, and IL-10 into a unified mathematical model.