Based on these results, HSP90AA1, HSPA1B, and DNAJB1 show considerable potential as diagnostic and therapeutic targets for vascular dementia, offering crucial molecular-level support for clinical diagnosis and subsequent treatment strategy formulation in VaD. The gene discussed is HSPA1B; the disease is vascular dementia.