YWHAZ and early-onset autosomal dominant Alzheimer disease: Through multi-omics SMR and single-cell validation, we identified a set of high-confidence causal genes, notably YWHAZ, which exhibits opposing dysregulation in neuronal versus glial cells in the Alzheimer’s disease brain, highlighting the cellular complexity of the pathological response.