APOE-ε4 allele[s] is associated with a higher risk of developing Alzheimer's disease (AD) (Lumsden et al., 2020) and its earlier onset, making it a critical focus in observational studies on AD or dementia. The gene discussed is APOE; the disease is early-onset autosomal dominant Alzheimer disease.