An important consideration for diseases such as Alzheimer’s disease—which have a genetic locus like APOE/TOMM40 conferring much of the genetic risk to the disease—is to determine how the remaining variants in the genome contribute to the disease. The gene discussed is APOE; the disease is Alzheimer disease.