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ORIGINAL RESEARCH article

Front. Neurosci.

Sec. Neurodegeneration

Volume 19 - 2025 | doi: 10.3389/fnins.2025.1579329

Disrupted theta oscillation propagation in healthy elderly individuals with apolipoprotein E epsilon 4 allele

Provisionally accepted
  • 1Ulsan National Institute of Science and Technology, Eonyang, Republic of Korea
  • 2Translational Brain Research Center, International St. Mary’s Hospital, Catholic Kwandong University, Incheon, Republic of Korea

The final, formatted version of the article will be published soon.

The apolipoprotein E epsilon 4 allele (APOE4) is one of the most influential genetic risk factors for late-onset Alzheimer’s disease (LOAD). Past studies have identified electroencephalogram (EEG) biomarkers in theta oscillations shared by both healthy individuals with APOE4 and patients with Alzheimer’s disease (AD), indicating the potentials of EEG biomarkers in healthy individuals with APOE4 for understanding and predicting LOAD. Since AD reveals a disconnection syndrome characterized by pathological synaptic connections that are also observed with APOE4, we aimed to investigate whether EEG oscillation propagation that could be influenced by impaired synaptic connections is disrupted in healthy individuals with APOE4. We analyzed a publicly available EEG dataset of elderly healthy individuals with or without APOE4. We estimated theta oscillation propagation using the local phase gradient (LPG) method and computed the median LPG length that represented the consistency of propagation directions. We found that the median LPG length of frontal midline theta oscillations was smaller in participants with APOE4 than those without APOE4. This finding indicates that APOE4 can lead to disruption in theta oscillation propagation of EEG, potentially predisposing individuals with APOE4 to LOAD.

Keywords: Alzheimer's disease, Apolipoprotein E epsilon 4 allele, EEG, theta oscillation, Traveling wave, Local phase gradient

Received: 19 Feb 2025; Accepted: 25 Jul 2025.

Copyright: © 2025 Sihn, Kim and Kim. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Sung-Phil Kim, Ulsan National Institute of Science and Technology, Eonyang, Republic of Korea

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