First, we found several metabolic pathways shared in two diseases and BEX2 is negatively associated with glycolysis in both stroke and MS, while TLR5 and P4HA1 are positively associated with glycolysis in stroke and MS. This evidence concerns the gene P4HA1 and Stroke.