Furthermore, immunofluorescence experiments were conducted to further investigate the in situ expression of PGK1 and HMGA1 in aortic tissue, and the results similarly demonstrated that the expression levels of PGK1 and HMGA1 were upregulated in the aortic tissue of patients with AD (Fig. 8D-G). Here, PGK1 is linked to Alzheimer disease.