NOX4 and Alzheimer disease: One strength of this study lies in the precise identification of the differential gene NOX4 in Alzheimer’s disease patients using single-cell sequencing technology, linking astrocytes with iron-induced cell death and offering a new perspective on the complex pathogenesis of Alzheimer’s disease.