Evidence map›Paper›PMID 41652001›Full record

ArticleScientific reports2026

Subjective mental fatigue mediates the relationship between information processing speed and verbal memory deficits in multiple sclerosis.

Nefeli Tsoukaki, Alexandra Anagnostopoulou, Panagiotis E Kartsidis, Maria Karagianni, Athanasia Liozidou, Ioannis Nikolaidis, Nikolaos Grigoriadis, Panagiotis D Bamidis, Charis Styliadis

Registry-linked trialAbstract read
In one paragraph

Article in Scientific reports, 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. 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.

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

1 citing paper in PubMed.

  1. Article
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.

Nefeli TsoukakiMedical Physics and Digital Innovation Laboratory, Aristotle University of Thessaloniki, Thessaloniki, Greece.
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.
Maria KaragianniMedical Physics and Digital Innovation Laboratory, Aristotle University of Thessaloniki, Thessaloniki, Greece.
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.
Nikolaos GrigoriadisMultiple Sclerosis Center, 2nd Department of Neurology, 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. cstyliadis@auth.gr.

Funding

Hellenic Foundation for Research and Innovation (H.F.R.I.) 2nd Call for H.F.R.I. Research Projects to support Post-Doctoral Researchers (Project Number: 314)
6 · The paper itself

Abstract

Subjective mental fatigue (MF) and cognitive dysfunction significantly impair the quality of life in people with multiple sclerosis (PwMS), particularly impacting information processing speed (IPS) and verbal learning-memory (VL/M). We assessed 66 PwMS and 38 healthy controls (HC) via the oral form of the symbol digit modalities test (SDMT-Of) for IPS, the Greek verbal learning test (GVLT) for VL/M, and the cognitive subscale of the modified fatigue impact scale (MFIS-c) for MF. This aimed at investigating the mediating role of MF in the relationship between IPS and VL/M in PwMS. PwMS performed significantly worse than HC across all domains. Mediation analysis, controlling for age, sex, education, disease duration, and MS-type, revealed a significant effect of IPS on VL/M in PwMS. This effect became non-significant once MF was introduced, whereas the indirect effect of IPS on VL/M through MF remained significant. No significant mediation effects were observed in HC, even after controlling for age, sex, and education, underscoring the unique impact of MF on MS. This study highlights the mediating role of subjective MF in cognitive deficits among PwMS, suggesting that interventions targeting MF could enhance cognitive performance.Trial registration: The study is registered with ClinicalTrials.gov Identifier NCT04806568 ( https://www.clinicaltrials.gov/study/NCT04806568 ).

Indexed as

Memory DisordersMental FatigueMultiple SclerosisVerbal LearningAdultCase-Control StudiesFemaleHumansMaleMiddle AgedNeuropsychological TestsProcessing SpeedQuality of LifeCognitive declineInformation processing speedMediation analysisMental fatigueMultiple sclerosisVerbal episodic memory-learning

Identifiers

PMID41652001
PMCPMC12932805

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

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.