Collectively, this study explored the novel therapeutic approach: the PDK‐PDC axis for neurological injury and cognitive impairment and uncovered the effect of SG on mitochondrial protection via the PDK‐PDC axis and mitochondrial glucose oxidation. Here, PDC is linked to Cognitive impairment.