Single-gene GSEA revealed that the identified signature genes (Pip5k1c, Nlgn2, Fzd2, Cd86, Agpat1, and Degs2) converge on neuroinflammatory and apoptotic pathways critical in ischemic stroke pathogenesis. Here, DEGS2 is linked to ischemic stroke.