Multistage gene burden analysis in exome sequencing data from 32,558 individuals identifies rare damaging variants in ATP8B4 and ABCA1 as risk factors for Alzheimer’s disease. The gene discussed is ATP8B4; the disease is early-onset autosomal dominant Alzheimer disease.