Leveraging multiple bioinformatic approaches, we pinpointed a critical gene signature within the ERK pathway—termed GSERK—that prominently included GADD45A, DUSP1, and GADD45B as central modulators implicated in ischemic stroke pathogenesis. This evidence concerns the gene GADD45A and ischemic stroke.