Transcriptome, protein, and histological analyses all show that old mice have more inflammatory cells, such as CD68+ and GFAP+, than young mice before and after stroke injury, which may cause excessive elimination of synapses and post-stroke memory dysfunction. The gene discussed is GFAP; the disease is stroke disorder.