An MR study in the UK Biobank with participants reporting on disease outcomes for their first-degree relatives found that, while there was a genetic liability for ApoB associated with a greater risk of Alzheimer's disease and dementia, the associations attenuated after taking ApoE genotype into account.16 This evidence concerns the gene APOE and Alzheimer disease.