The paper identifies APOE ε4 as the strongest genetic risk factor for late‐onset AD, highlighting its interaction with a novel locus that may modulate its effects, particularly in populations of African ancestry, influencing dementia pathogenesis. The gene discussed is APOE; the disease is dementia.