APOE and Alzheimer disease: We only included UK Biobank participants with Caucasian genetic ethnic background in this study, i.e. of white British ancestry, because APOE genotype effects on AD risk differ by ethnicity [49] and in turn effects on brain structure might differ as well, and the numbers of participants from other ancestries were too small for separate analysis.