# Associations and interactions between APOE e4 genotype and lifestyle with brain structural phenotypes

## TL;DR

APOE e4 genotype and unhealthy lifestyles are linked to worse brain health, but their effects are additive, not synergistic.

## Contribution

This study quantifies how APOE e4 and lifestyle factors independently affect brain structure without significant interaction.

## Key findings

- Unfavorable lifestyles are associated with smaller grey matter and hippocampal volumes.
- APOE e4 carriers have reduced hippocampal volume and white matter integrity.
- Healthy lifestyle benefits brain health regardless of APOE e4 status.

## Abstract

Apolipoprotein E gene (APOE) e4 allele is known as the strongest common genetic risk factor for Alzheimer’s disease. Various lifestyle factors are reported to have multiple associations with brain health, including smoking, alcohol intake, diet, sedentary behaviour and physical activity. However, the associations and interactions of overall or individual modifiable lifestyle factors and APOE e4 genotype, on brain volumes and white matter tract integrity measured by diffusion tensor imaging and neurite orientation dispersion and density imaging (NODDI), remain incompletely understood. In this cross-sectional study, we used data from the UK Biobank MRI assessment (N = 24 912) participants living without dementia. They were classified as having ‘favourable’, ‘moderate’ and ‘unfavourable’ levels based on their lifestyle scores (0–10 points) being calculated by the magnitudes of adherence to five healthy lifestyle guidelines: two points for each healthy category, one point for moderate ones, and zero point for unhealthy ones. Neuroimaging markers, namely brain volumes and white matter tract integrity measures, were derived from MRI. Linear regression was performed to examine the associations and interactions of lifestyle levels, APOE e4 genotype and each lifestyle factor, with multiple brain structural MRI phenotypes. We found that compared with favourable-level lifestyle, moderate and unfavourable levels were significantly independently associated with smaller grey matter, hippocampus and total brain volumes (standardized β range 0.004–0.096 per unit). Significant associations were found between APOE e4 presence and smaller hippocampal volumes (β range 0.042–0.048 lower versus absence) and worse white matter tract integrity. Individual unhealthy lifestyle aspects were mostly associated with poorer brain structural markers, such as current smoking (β range −0.014 to 0.209), high-level drinking (β range −0.105 to 0.152) and grey matter and white matter, as well as both traditional white matter tract and NODDI metrics, in both individually and simultaneously modelled lifestyle-factor models. The interactions between lifestyle levels and APOE e4 status on brain metrics were generally non-significant. In conclusion, the presence of APOE e4 and non-favourable lifestyles were mostly associated with worse brain health, and this was largely linear rather than synergistic. The benefit of a healthy lifestyle on brain health does not vary by genetic risk for dementia.

You et al. reported among older adults that APOE e4 genotype and non-favourable lifestyles were associated with smaller brain volumes and poorer white matter tract integrity. No interactions were found between lifestyle and APOE e4. Healthy lifestyle benefits brain health regardless of genetic risk for dementia.

Graphical Abstract