Therefore, we intersected those mentioned above differentially expressed genes related to AD astrocytes with the top 50 ranking ferroptosis-related proteins in the Genecards database (Fig. 2D), resulting in three essential genes: NOX4, NFE2L2, and YAP1. The gene discussed is NFE2L2; the disease is Alzheimer disease.