Evidence map›Paper›PMID 40980513›Full record

ReviewArchives of rehabilitation research and clinical translation2025

Cognitive and Psychological Symptoms in Post-COVID-19 Condition: A Systematic Review of Structural and Functional Neuroimaging, Neurophysiology, and Intervention Studies.

Eva Pettemeridou, Maria Loizidou, Jelena Trajkovic, Maria Constantinou, Stefanie De Smet, Chris Baeken, Alexander T Sack, Steven C R Williams, Fofi Constantinidou

Registry-linked trialAbstract readReview
In one paragraph

Review in Archives of rehabilitation research and clinical translation, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07757620 (Epigenetic Changes in Long COVID Patients), which is not on this map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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.

NCT07757620 not yet recruitingnot on this mapstarted 2026, after this paper: background citation

Epigenetic Changes in Long COVID Patients: Unraveling the Gut-Immune Axis and Therapeutic Targets

TypeobservationalSponsorIstituti Clinici Scientifici Maugeri SpARan2026 to 2027Enrolled1,000ConditionsLong COVID-19 Syndrome, Long COVID Symptoms
3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Article
  5. Article
  6. 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.

Eva PettemeridouCenter for Applied Neuroscience, University of Cyprus, Nicosia, Cyprus.
Maria LoizidouCenter for Applied Neuroscience, University of Cyprus, Nicosia, Cyprus.
Jelena TrajkovicDepartment of Head and Skin, Ghent Experimental Psychiatry (GHEP) Laboratory, Ghent University, Ghent, Belgium.
Maria ConstantinouCenter for Applied Neuroscience, University of Cyprus, Nicosia, Cyprus.
Stefanie De SmetDepartment of Head and Skin, Ghent Experimental Psychiatry (GHEP) Laboratory, Ghent University, Ghent, Belgium.
Chris BaekenDepartment of Head and Skin, Ghent Experimental Psychiatry (GHEP) Laboratory, Ghent University, Ghent, Belgium.
Alexander T SackDepartment of Cognitive Neuroscience, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, The Netherlands.
Steven C R WilliamsDepartment of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
Fofi ConstantinidouCenter for Applied Neuroscience, University of Cyprus, Nicosia, Cyprus.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To investigate the structural, functional, and neurophysiological brain changes associated with post-COVID-19 condition (PCC)-related cognitive and psychological issues and evaluate the efficacy of noninvasive brain stimulation (NIBS) and cognitive rehabilitation interventions. Data Sources: Electronic databases, including Web of Science, PubMed, and Embase, were systematically searched for articles published before February 1, 2025, using terms such as "post-COVID-19 condition," "cognitive dysfunction," "brain changes," "noninvasive brain stimulation," and "cognitive rehabilitation." Language was restricted to English, and only studies involving human participants were included. Study Selection: Studies with human participants aged ≥18 years diagnosed with PCC, employing magnetic resonance imaging, functional magnetic resonance imaging, positron emission tomography, and electroencephalography, and interventions such as NIBS and cognitive rehabilitation were included. Articles were selected through independent review by multiple authors, with consensus resolving discrepancies. Of the 123 studies initially identified, 78 met the inclusion criteria. Data Extraction: Data on participant demographics, methodologies, neurophysiological changes, and intervention outcomes were extracted by 2 independent reviewers using predefined guidelines. Study quality was assessed using the Newcastle-Ottawa Scale and Critical Appraisal Skills Program tools. Data Synthesis: Seventy-eight studies with over 5900 participants met the inclusion criteria. Significant cognitive impairments were observed in attention, executive function, and memory (N=78). Key findings included mixed evidence of gray matter (N=16) and white matter volume changes (N=20), cortical thickness alterations (N=9), variations in functional connectivity (N=14), electrophysiology (N=9), and blood flow (N=8). NIBS, including transcranial magnetic stimulation (N=8) and transcranial direct current stimulation (N=2), showed potential benefits for managing depression and cognitive impairments. Although cognitive rehabilitation (N=3) showed promise, it requires further investigation. Conclusions: This review highlights the complex neurologic underpinnings of PCC and the potential of NIBS and cognitive rehabilitation as interventions. Further research is essential to refine these interventions and establish evidence-based strategies for addressing long-term cognitive and psychological effects of PCC.

Indexed as

Brain injuriesCognitive rehabilitationEEGFunctional connectivityLong COVIDMRINeuropsychological impairmentNoninvasive brain stimulationRehabilitationWhite matter changes

Identifiers

PMID40980513
PMCPMC12447218

What Socratic holds

Textmetadata
LicenceCC BY
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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 Socratic graph.