Evidence map›Paper›PMID 41501948›Full record

ArticleAlzheimer's research & therapy2026

Early aperiodic EEG changes in preclinical and prodromal Alzheimer's disease.

Tjaša Mlinarič, Laure Spruyt, Elvira Khachatryan, Benjamin Wittevrongel, Mariska Reinartz, Koen Van Laere, Patrick Dupont, Rik Vandenberghe, Marc M Van Hulle

Abstract read
In one paragraph

Article in Alzheimer's research & therapy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Tjaša Mlinarič *Department of Neurosciences, Laboratory for Neuro- and Psychophysiology, KU Leuven, Leuven, 3000, Belgium. tjasa.mlinaric@kuleuven.be.
Laure Spruyt *Department of Neurosciences, Laboratory for Cognitive Neurology, KU Leuven, Leuven, 3000 , Belgium.
Elvira KhachatryanDepartment of Neurosciences, Laboratory for Neuro- and Psychophysiology, KU Leuven, Leuven, 3000, Belgium.
Benjamin WittevrongelDepartment of Neurosciences, Laboratory for Neuro- and Psychophysiology, KU Leuven, Leuven, 3000, Belgium.
Mariska ReinartzDepartment of Neurosciences, Laboratory for Cognitive Neurology, KU Leuven, Leuven, 3000 , Belgium.
Koen Van LaereLeuven Brain Institute, KU Leuven, Leuven, 3000, Belgium.
Patrick DupontDepartment of Neurosciences, Laboratory for Cognitive Neurology, KU Leuven, Leuven, 3000 , Belgium.
Rik Vandenberghe *Department of Neurosciences, Laboratory for Cognitive Neurology, KU Leuven, Leuven, 3000 , Belgium.
Marc M Van Hulle *Department of Neurosciences, Laboratory for Neuro- and Psychophysiology, KU Leuven, Leuven, 3000, Belgium.

Funding

Agentschap Innoveren en Ondernemen HBC.2019.2523Fonds Wetenschappelijk Onderzoek G094418NFonds Wetenschappelijk Onderzoek G0A4118N , G0A4321N , G0C1522NHerculesstichting AKUL 043Horizon 2020 857375HORIZON EUROPE Marie Sklodowska-Curie Actions 101118964KU Leuven C14/21/109KU Leuven C24/18/098Stichting Alzheimer Onderzoek 2022/0009
6 · The paper itself

Abstract

backgroundAlzheimer’s disease (AD) is characterized by a gradual buildup of beta amyloid (Aβ) and tau proteins, which disrupt the balance between neuronal excitation and inhibition (E-I), leading to dysfunction in neural network activity. In this study, we examined the aperiodic exponent as a putative marker of neuronal E-I balance in cognitively unimpaired amyloid negative and amyloid positive individuals, as well as in patients with prodromal AD, and assessed its association with tau pathology.

methodsHigh-density electroencephalography (EEG) data was recorded in response to visual gamma stimulation, and 100-minute tau PET scans were obtained from 64 individuals, 33 across the AD continuum (16 individuals in the biomarker-proven prodromal AD stage and 17 cognitively unimpaired amyloid positive) and 31 cognitively unimpaired amyloid negative individuals.

resultsOur results show a significant between-group difference in the aperiodic exponent and reveal distinct patterns of E-I balance across different brain regions. Furthermore, we demonstrate that the aperiodic exponent can distinguish prodromal AD individuals from cognitively unimpaired peers and is negatively associated with tau PET load in brain regions typically affected in the early stages of AD.

conclusionsOur findings suggest that the E-I imbalance may already emerge during the asymptomatic and prodromal AD stages and can vary across brain regions. While further validation is needed, our results support the potential of EEG-based methods as a noninvasive tool for capturing early neural changes due to AD.

Indexed as

Alzheimer DiseaseBrainElectroencephalographyProdromal SymptomsAgedAged, 80 and overAmyloid beta-PeptidesFemaleHumansMaleMiddle AgedPhotic StimulationPositron-Emission Tomographytau ProteinsAmyloid beta-Peptidestau ProteinsAlzheimer's diseaseAperiodic componentElectroencephalographyExcitation-Inhibition balancePETSensory stimulation

Identifiers

PMID41501948
PMCPMC12882448

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.