For Alzheimer's disease, although the univariable Mendelian randomization analyses including all variants suggested a causal effect of LDL-cholesterol on Alzheimer's disease risk, all associations attenuated to the null when the APOE variants were omitted from the analysis. The gene discussed is APOE; the disease is Alzheimer disease.