Specifically, the study found that mice with amyloid precursor protein and presenilin 1 gene variations, which are associated with early-onset Alzheimer’s disease but not all-cause dementia, had lower vitamin D levels. This evidence concerns the gene PSEN1 and Alzheimer disease.