In summary, our study indicates that inhibition of 15‐PGDH promotes the activation PGE2/EP4 axis, subsequently transcriptionally upregulates the expression of GPX4 via CREB and NF‐κB, and then protects neurons from ferroptosis and alleviates the ischemic stroke. This evidence concerns the gene PTGER4 and ischemic stroke.