Evidence map›Paper›PMID 37356025›Full record

ArticleJournal of neurology2023

A hypoarousal model of neurological post-COVID syndrome: the relation between mental fatigue, the level of central nervous activation and cognitive processing speed.

Eva Maria Martin, Sven Rupprecht, Simon Schrenk, Fabian Kattlun, Isabelle Utech, Monique Radscheidt, Stefan Brodoehl, Matthias Schwab, Philipp A Reuken, Andreas Stallmach and 2 more

Open access · hybridAbstract read
In one paragraph

Article in Journal of neurology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
3.3field-weighted citation impact, top 7% of its field
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

10 citing papers in PubMed, 16 citations in OpenAlex.

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  3. Task-Evoked Pupillary Dynamics Are Altered in Post-COVID Syndrome.Medical sciences (Basel, Switzerland) · 2026
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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

12 authors at 2 institutions in 2 countries.

Eva Maria MartinDepartment of Neurology, Jena University Hospital, Jena, Germany. evamaria.martin@med.uni-jena.de.ORCID http://orcid.org/0009-0004-4840-4263
Sven RupprechtDepartment of Neurology, Jena University Hospital, Jena, Germany.
Simon SchrenkDepartment of Neurology, Jena University Hospital, Jena, Germany.
Fabian KattlunDepartment of Neurology, Jena University Hospital, Jena, Germany.
Isabelle UtechDepartment of Neurology, Jena University Hospital, Jena, Germany.
Monique RadscheidtDepartment of Neurology, Jena University Hospital, Jena, Germany.
Stefan BrodoehlDepartment of Neurology, Jena University Hospital, Jena, Germany.
Matthias SchwabDepartment of Neurology, Jena University Hospital, Jena, Germany.
Philipp A ReukenDepartment of Internal Medicine IV (Gastroenterology, Hepatology and Infectious Diseases), Jena University Hospital, Jena, Germany.
Andreas StallmachDepartment of Internal Medicine IV (Gastroenterology, Hepatology and Infectious Diseases), Jena University Hospital, Jena, Germany.
Thomas HabekostCenter of Visual Cognition, University of Copenhagen, Copenhagen, Denmark.
Kathrin FinkeDepartment of Neurology, Jena University Hospital, Jena, Germany.
Jena University Hospital · DEUniversity of Copenhagen · DK

Funding

Deutsche Forschungsgemeinschaft FI 1424/2-1Friedrich-Schiller-Universität Jena LandesgraduiertenstipendiumHorizon 2020 Framework Programme H2020-MSCA-ITN-2019-859890
6 · The paper itself

Abstract

backgroundKnowledge on the nature of post-COVID neurological sequelae often manifesting as cognitive dysfunction and fatigue is still unsatisfactory.

objectivesWe assumed that cognitive dysfunction and fatigue in post-COVID syndrome are critically linked via hypoarousal of the brain. Thus, we assessed whether tonic alertness as a neurocognitive index of arousal is reduced in these patients and how this relates to the level of central nervous activation and subjective mental fatigue as further indices of arousal.

methods40 post-COVID patients with subjective cognitive dysfunction and 40 matched healthy controls underwent a whole-report paradigm of briefly presented letter arrays. Based on report performance and computational modelling according to the theory of visual attention, the parameter visual processing speed (VPS) was quantified as a proxy of tonic alertness. Pupillary unrest was assessed as a measure of central nervous activation. The Fatigue Assessment Scale was applied to assess subjective mental fatigue using the corresponding subscale.

resultsVPS was reduced in post-COVID patients compared to controls (p = 0.005). In these patients, pupillary unrest (p = 0.029) and mental fatigue (p = 0.001) predicted VPS, explaining 34% of the variance and yielding a large effect with f

conclusionIn post-COVID patients with subjective cognitive dysfunction, hypoarousal of the brain is reflected in decreased processing speed which is explained by a reduced level of central nervous activation and a higher level of mental fatigue. In turn, reduced processing speed objectifies mental fatigue as a core subjective clinical complaint in post-COVID patients.

Indexed as

COVID-19Processing SpeedBrainHumansMental FatigueSyndromeVisual PerceptionArousalCognitive dysfunctionFatiguePost-COVIDPupillary unrestTonic alertness

Identifiers

PMID37356025
PMCPMC10511382
OpenAlexW4381988248

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LicenceCC BY
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Registered trials

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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.