Our unbiased lipidomic study has demonstrated that deletion of the Abca7 gene causes lipid dysregulation that impacts on brain cellular processes associated with Alzheimer’s disease pathology in a sex-specific manner. Here, ABCA7 is linked to early-onset autosomal dominant Alzheimer disease.