A two-sample MR performed by Grace et al. linked CAD genetic risk to slightly elevated late-onset AD risk, but the effect disappeared after excluding APOE variants, suggesting that APOE might the primary contributor to shared causal effects for AD and CVD (109). This evidence concerns the gene APOE and coronary artery disorder.