Evidence map›Paper›PMID 42245134›Full record

ArticleFrontiers in aging neuroscience2026

Resting-state EEG microstates link neural dynamics to fluid intelligence in mild cognitive impairment.

Ceyhun Sayman, Eren Toplutaş, Uğur Aylak, Shair Shah Safa, Mehmet Savcılı, Ayşe Karakuş, Doğukan Uçak, Lütfü Hanoğlu, Seyda Cankaya, Adil Mardinoglu and 1 more

Abstract read
In one paragraph

Article in Frontiers in aging neuroscience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

11 authors.

Ceyhun Sayman *Department of Neurology, Alanya Alaaddin Keykubat University, Antalya, Türkiye.
Eren Toplutaş *Department of Neurology, Istanbul Medipol University, Fatih, Türkiye.
Uğur AylakGraduate School, Department of Neuroscience, Bahcesehir University, Beşiktaş, Türkiye.
Shair Shah SafaDepartment of Neurology, Alanya Alaaddin Keykubat University, Antalya, Türkiye.
Mehmet SavcılıDepartment of Neurology, Alanya Alaaddin Keykubat University, Antalya, Türkiye.
Ayşe KarakuşDepartment of Neurology, Alanya Alaaddin Keykubat University, Antalya, Türkiye.
Doğukan UçakDepartment of Neurology, Alanya Alaaddin Keykubat University, Antalya, Türkiye.
Lütfü HanoğluDepartment of Neurology, Istanbul Medipol University, Fatih, Türkiye.
Seyda CankayaDepartment of Neurology, Alanya Alaaddin Keykubat University, Antalya, Türkiye.
Adil MardinogluCentre for Host-Microbiome Interactions, Faculty of Dentistry, Oral & Craniofacial Sciences, King's College London, London, United Kingdom.
Burak YuluğDepartment of Neurology, Alanya Alaaddin Keykubat University, Antalya, Türkiye.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Resting-state EEG microstates offer millisecond-scale markers of large-scale network dynamics that may capture early cognitive dysfunction in Mild Cognitive Impairment (MCI). We investigated whether microstate characteristics relate to global cognition and fluid intelligence in MCI. Methods: Sixty adults (30 MCI; 30 healthy controls, HC) were evaluated using the Mini-Mental State Examination (MMSE), Montreal Cognitive Assessment (MoCA), and Raven's Progressive Matrices (RPM), and the Benton Facial Recognition Test (BFRT). Resting-state, eyes-closed EEG was recorded, and microstate Global Explained Variance (GEV) was calculated by mapping study specific topographies to the seven canonical classes (A-G) of the Metamaps2023 templates. In addition to GEV, temporal parameters (duration, occurrence, and coverage) were analyzed. Group differences and age/education/sex-adjusted correlations were assessed using a unified non-parametric framework with FDR correction. Results: MCI patients showed significantly lower scores across all cognitive domains compared to HC ( Conclusion: MCI is characterized by an increased contribution of microstates B and C, which are linked to impairments in fluid reasoning and executive control. These findings suggest that microstate dynamics serve as sensitive markers of early network disorganization in the predementia stage, reflecting a loss of neural flexibility that mirrors cognitive decline.

Indexed as

Benton Facial Recognition TestEEG microstatesfluid intelligencemild cognitive impairmentRaven’s Matricesresting-state EEG

Identifiers

PMID42245134
PMCPMC13230177

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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 OpenQuestion graph.