Our bioinformatics analysis revealed four key differential genes—ASS1, HDAC2, SIRT3, and VEGFA—as Co-DEGs in patients with Alzheimer’s disease (AD) and OSA. The gene discussed is VEGFA; the disease is Alzheimer disease.