Heparin precisely targets this pathway by upregulating Epsa1, restoring Idh2 activity, and stabilizing Hif3a, thereby enhancing Pink1/Parkin-mediated mitophagy to eliminate impaired mitochondria, suppress sustained inflammatory activation, and ultimately reduce neuronal apoptosis and cerebral edema. The gene discussed is IDH2; the disease is edema.