Employing MR approaches, several causal relationships were observed between Alzheimer’s disease and VAD with NEFL, Alzheimer’s disease with MMP12, and between Alzheimer’s disease, ACD, VAD, with EDA2R in the reverse direction. This evidence concerns the gene MMP12 and Alzheimer disease.