NPTX1 and Alzheimer disease: The above DEGs were also related to oxidative stress (Hmgcs2, Drd5, and Slc4a11) (Fig. 1F) and synaptic function (Ddit4, Drd5, and Nptx1) (Fig. 1G), which may cause ND, such as AD and PD.