CD40LG and Alzheimer disease: Hence, by leveraging the summary statistics of the most recent large-scale protein quantitative trait loci (pQTL) and GWAS datasets, we conducted a two-sample MR study for the causal inference between CD40/CD40L and aortic diseases including AD and AA, aiming to assess whether causality exists or not and whether the effect is to promote or prevent.