GSEA of GFAP revealed that Alzheimer’s disease, anting processing and presentation, cytokine–cytokine receptor interaction showed an overall upregulation trend; while notch signaling pathway, oxidative phosphorylation, and Parkinson’s disease were identified showing an overall downregulation trend. The gene discussed is GFAP; the disease is early-onset autosomal dominant Alzheimer disease.