This study investigates NADPH oxidase 4 (NOX4) involvement in iron-mediated astrocyte cell death in Alzheimer’s Disease (AD) using single-cell sequencing data and transcriptomes. Here, NOX4 is linked to early-onset autosomal dominant Alzheimer disease.