To explore the mechanisms by which BACE-1 inhibits the beneficial phenotype of microglia, we noted that STAT3 was closely associated with the microglial polarization shift and microglia-dependent regulation of neuroinflammation and phagocytosis in stroke [13, 22]. The gene discussed is BACE1; the disease is Stroke.