Convergent lines of evidence indicate that local ancestry at the APOE locus shapes distinct cis-regulatory landscapes across populations, modulating AD risk via mechanisms beyond the influence of canonical APOE genotypes. The gene discussed is APOE; the disease is Alzheimer disease.