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ArticleFrontiers in neuroscience2026

Preserved α2 oscillations underpin reserve-related resilience of semantic verbal fluency in multiple sclerosis.

Alexandra Anagnostopoulou, Panagiotis E Kartsidis, Nefeli Tsoukaki, Maria Karagianni, Nikos Melanitis, Athanasia Liozidou, Ioannis Nikolaidis, Christos Chatzichristos, Vahe Poghosyan, Nikolaos Grigoriadis and 3 more

Registry-linked trialAbstract read
In one paragraph

Article in Frontiers in neuroscience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04806568 (Cognitive Decline Prognosis in Multiple Sclerosis), which is not on this map. Not yet cited in PubMed.

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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.

NCT04806568 narecruitingnot on this map

Cognitive Decline Prognosis in Multiple Sclerosis: Effectiveness of a Computerized Cognitive Training Treatment on Cortical Reorganization

TypeinterventionalSponsorAristotle University Of ThessalonikiRan2020 to 2025Enrolled180ConditionsMultiple Sclerosis, Cognitive DeclineArmsCognitive Training, Monitoring of daily activity
3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

13 authors.

Alexandra AnagnostopoulouMedical Physics and Digital Innovation Laboratory, Aristotle University of Thessaloniki, Thessaloniki, Greece.
Panagiotis E KartsidisMedical Physics and Digital Innovation Laboratory, Aristotle University of Thessaloniki, Thessaloniki, Greece.
Nefeli TsoukakiMedical Physics and Digital Innovation Laboratory, Aristotle University of Thessaloniki, Thessaloniki, Greece.
Maria KaragianniMedical Physics and Digital Innovation Laboratory, Aristotle University of Thessaloniki, Thessaloniki, Greece.
Nikos MelanitisAINIGMA Technologies, Innovation and Incubation Center KU Leuven, Leuven, Belgium.
Athanasia LiozidouLaboratory of Cognitive Neuroscience and Clinical Neuropsychology, Scientific College of Greece, Athens, Greece.
Ioannis NikolaidisDepartment of Neurology, Hippokration General Hospital of Thessaloniki, Thessaloniki, Greece.
Christos ChatzichristosAINIGMA Technologies, Innovation and Incubation Center KU Leuven, Leuven, Belgium.
Vahe PoghosyanDepartment of Neurophysiology, National Neuroscience Institute, King Fahad Medical City, Riyadh, Saudi Arabia.
Nikolaos GrigoriadisMultiple Sclerosis Center, 2nd Department of Neurology, Aristotle University of Thessaloniki, Thessaloniki, Greece.
Leontios J HadjileontiadisDepartment of Electrical and Computer Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece.
Panagiotis D BamidisMedical Physics and Digital Innovation Laboratory, Aristotle University of Thessaloniki, Thessaloniki, Greece.
Charis StyliadisMedical Physics and Digital Innovation Laboratory, Aristotle University of Thessaloniki, Thessaloniki, Greece.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Cognitive reserve (CR) is associated with better cognitive outcomes in people with multiple sclerosis (PwMS), yet the neurophysiological factors mediating this relationship remain poorly understood. In this context, alpha ( Methods: Sixty-four PwMS and 46 age- and sex-matched healthy controls underwent resting-state electroencephalography to compute cortical global spectral power. CR was assessed using the Cognitive Reserve Index questionnaire, and verbal fluency was evaluated with the semantic and phonemic verbal fluency tests. Regression and mediation analyses examined associations among CR, spectral power, and verbal fluency, adjusted for demographic, clinical, and patient-reported factors. Exploratory moderated mediation analyses assessed potential variation across levels of disability and perceived disease impact. Results: PwMS exhibited reduced upper α power (α2; 10-13 Hz) compared with healthy controls. α2 power statistically mediated the relationship between CR and SVF, such that individuals with higher CR showed α2 activity closer to healthy norms, which in turn was associated with better SVF performance. No such associations were observed for phonemic verbal fluency, and this mediation was not replicated in healthy controls. Regional analyses indicated that these indirect effects were most evident in bilateral frontal, left central, and right parietal regions. The mediation was not formally moderated by disease burden, although conditional indirect effects suggested the CR → α2 → SVF path was present at moderate and moderate-to-high levels of physical disability and perceived disease impact, respectively. Discussion: These findings suggest that preserved α2 oscillatory activity is a candidate neurophysiological mechanism linking CR and semantic-language functioning in PwMS. To the best of our knowledge, this is the first study in MS to jointly examine CR, oscillatory preservation, and SVF within a single analytical framework, advancing current understanding of the neural basis of reserve-related resilience in PwMS. Clinical trial registration: ClinicalTrials.gov, identifier NCT04806568.

Indexed as

cognitive reserveEEGmediation/moderationmultiple sclerosissemantic verbal fluencyα2 oscillations

Identifiers

PMID42558982
PMCPMC13438199

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