In contrast to prior analyses that identified individual HOX genes, EWASplus results identify a 40 kb region on chromosome 7 that includes multiple homeobox genes, e.g., HOXA2, HOXA3, HOXA4, HOXA5, and HOXA6, that are associated with AD (Fig. 4c). Here, HOXA4 is linked to Alzheimer disease.