This study shows distinct effects of APOE ε4 and cognitive states, particularly MCI on the often-overlooked non-oscillatory EEG activity, emphasizing the importance of considering both genetic factors and MCI phenotypes when studying the early stages of AD. This evidence concerns the gene APOE and Alzheimer disease.