Furthermore, our findings revealed additional proteins that may serve as biomarkers for cerebral ischemia-reperfusion injury, including STAT3 (Xu et al., 2023), NME2, VCL, and CCT3. The gene discussed is VCL; the disease is Cerebral ischemia.